Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.873 (be59b3b2f4*) started at 2025-07-17T22:40:47.011 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.13s ################################################################################ # 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 v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.49s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 128.78s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_vnHxaA/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_vnHxaA/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.180037 seconds (1.13 M allocations: 68.324 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:15.303325891494751 || Total time:15.303325891494751 Iteration: 1 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.005299091339111328 || Total time:15.308624982833862 Iteration: 2 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.004817008972167969 || Total time:15.31344199180603 Iteration: 3 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.005000114440917969 || Total time:15.318442106246948 Iteration: 4 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.004745006561279297 || Total time:15.323187112808228 Iteration: 5 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.015401124954223633 || Total time:15.338588237762451 Iteration: 6 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.00471186637878418 || Total time:15.343300104141235 Iteration: 7 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.004702091217041016 || Total time:15.348002195358276 Iteration: 8 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.004998207092285156 || Total time:15.353000402450562 Iteration: 9 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.004901885986328125 || Total time:15.35790228843689 Iteration: 10 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.005342006683349609 || Total time:15.36324429512024 Iteration: 11 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.005219936370849609 || Total time:15.368464231491089 Iteration: 12 || Clusters count: 1 || Log posterior: -233235.28798629093 || Iter Time:0.005755901336669922 || Total time:15.374220132827759 Iteration: 13 || Clusters count: 2 || Log posterior: -232807.4614436744 || Iter Time:3.4441349506378174 || Total time:18.818355083465576 Iteration: 14 || Clusters count: 2 || Log posterior: -232804.72902431243 || Iter Time:0.0054700374603271484 || Total time:18.823825120925903 Iteration: 15 || Clusters count: 2 || Log posterior: -232773.76395094473 || Iter Time:0.005264997482299805 || Total time:18.829090118408203 Iteration: 16 || Clusters count: 2 || Log posterior: -232785.357231901 || Iter Time:0.005290031433105469 || Total time:18.83438014984131 Iteration: 17 || Clusters count: 2 || Log posterior: -232751.2144407385 || Iter Time:0.005455970764160156 || Total time:18.83983612060547 Iteration: 18 || Clusters count: 2 || Log posterior: -232751.64269116527 || Iter Time:0.005484104156494141 || Total time:18.845320224761963 Iteration: 19 || Clusters count: 2 || Log posterior: -232731.7634694141 || Iter Time:0.005338907241821289 || Total time:18.850659132003784 Iteration: 20 || Clusters count: 2 || Log posterior: -232688.0134694141 || Iter Time:2.8884100914001465 || Total time:21.73906922340393 Loading and distributing data: 0.000980 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232775.85676703972 || Iter Time:0.030321121215820312 || Total time:21.76939034461975 Iteration: 22 || Clusters count: 2 || Log posterior: -232744.6837428885 || Iter Time:0.005835056304931641 || Total time:21.775225400924683 Iteration: 23 || Clusters count: 2 || Log posterior: -232751.6512634215 || Iter Time:0.08136415481567383 || Total time:21.856589555740356 Iteration: 24 || Clusters count: 2 || Log posterior: -232760.3657784357 || Iter Time:0.005777120590209961 || Total time:21.862366676330566 Iteration: 25 || Clusters count: 2 || Log posterior: -232753.72062175896 || Iter Time:0.005763053894042969 || Total time:21.86812973022461 Iteration: 26 || Clusters count: 2 || Log posterior: -232759.01730927953 || Iter Time:0.0057141780853271484 || Total time:21.873843908309937 Iteration: 27 || Clusters count: 2 || Log posterior: -232745.3165553885 || Iter Time:0.005767822265625 || Total time:21.87961173057556 Iteration: 28 || Clusters count: 3 || Log posterior: -232318.2965422753 || Iter Time:0.007425069808959961 || Total time:21.88703680038452 Iteration: 29 || Clusters count: 3 || Log posterior: -232205.34035847854 || Iter Time:0.006016969680786133 || Total time:21.893053770065308 Iteration: 30 || Clusters count: 4 || Log posterior: -231991.5698973694 || Iter Time:0.008115053176879883 || Total time:21.901168823242188 Iteration: 31 || Clusters count: 4 || Log posterior: -231943.9578241571 || Iter Time:0.00663304328918457 || Total time:21.907801866531372 Iteration: 32 || Clusters count: 4 || Log posterior: -231904.3643988191 || Iter Time:0.006505012512207031 || Total time:21.91430687904358 Iteration: 33 || Clusters count: 4 || Log posterior: -231878.14752941794 || Iter Time:0.006467103958129883 || Total time:21.92077398300171 Iteration: 34 || Clusters count: 4 || Log posterior: -231841.96241271353 || Iter Time:0.006257057189941406 || Total time:21.92703104019165 Iteration: 35 || Clusters count: 4 || Log posterior: -231861.71388781504 || Iter Time:0.006139039993286133 || Total time:21.933170080184937 Iteration: 36 || Clusters count: 4 || Log posterior: -231858.28955752368 || Iter Time:0.00631403923034668 || Total time:21.939484119415283 Iteration: 37 || Clusters count: 4 || Log posterior: -231828.50632240978 || Iter Time:0.00634312629699707 || Total time:21.94582724571228 Iteration: 38 || Clusters count: 4 || Log posterior: -231792.33507812102 || Iter Time:0.006415128707885742 || Total time:21.952242374420166 Iteration: 39 || Clusters count: 4 || Log posterior: -231823.3921706202 || Iter Time:0.005874156951904297 || Total time:21.95811653137207 Iteration: 40 || Clusters count: 4 || Log posterior: -231800.44727767346 || Iter Time:0.005774021148681641 || Total time:21.963890552520752 Iteration: 41 || Clusters count: 4 || Log posterior: -231738.77997661819 || Iter Time:0.005849123001098633 || Total time:21.96973967552185 Loading and distributing data: 0.000802 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261887.29219305963 || Iter Time:0.006901979446411133 || Total time:21.97664165496826 Iteration: 43 || Clusters count: 5 || Log posterior: -261417.81826586646 || Iter Time:0.008624076843261719 || Total time:21.985265731811523 Iteration: 44 || Clusters count: 5 || Log posterior: -261323.34303813678 || Iter Time:0.008626937866210938 || Total time:21.993892669677734 Iteration: 45 || Clusters count: 5 || Log posterior: -261319.5197817831 || Iter Time:0.00795602798461914 || Total time:22.001848697662354 Iteration: 46 || Clusters count: 5 || Log posterior: -261313.85042026182 || Iter Time:0.008213996887207031 || Total time:22.01006269454956 Iteration: 47 || Clusters count: 5 || Log posterior: -261333.31491242535 || Iter Time:0.04146599769592285 || Total time:22.051528692245483 Iteration: 48 || Clusters count: 5 || Log posterior: -261337.96039598857 || Iter Time:0.006842851638793945 || Total time:22.058371543884277 Iteration: 49 || Clusters count: 5 || Log posterior: -261323.5278913876 || Iter Time:0.006757974624633789 || Total time:22.06512951850891 Iteration: 50 || Clusters count: 5 || Log posterior: -261323.73258524216 || Iter Time:0.006710052490234375 || Total time:22.071839570999146 Iteration: 51 || Clusters count: 5 || Log posterior: -261297.3304252893 || Iter Time:0.006742000579833984 || Total time:22.07858157157898 Iteration: 52 || Clusters count: 6 || Log posterior: -260831.30126965625 || Iter Time:0.008579015731811523 || Total time:22.08716058731079 Iteration: 53 || Clusters count: 6 || Log posterior: -260792.0337760152 || Iter Time:0.007489919662475586 || Total time:22.094650506973267 Iteration: 54 || Clusters count: 6 || Log posterior: -260762.97915599094 || Iter Time:0.007606029510498047 || Total time:22.102256536483765 Iteration: 55 || Clusters count: 6 || Log posterior: -260752.1338832325 || Iter Time:0.007091999053955078 || Total time:22.10934853553772 Iteration: 56 || Clusters count: 6 || Log posterior: -260775.72111417836 || Iter Time:0.0070648193359375 || Total time:22.116413354873657 Iteration: 57 || Clusters count: 6 || Log posterior: -260744.30873514296 || Iter Time:0.0070269107818603516 || Total time:22.123440265655518 Iteration: 58 || Clusters count: 6 || Log posterior: -260765.440264083 || Iter Time:0.007166862487792969 || Total time:22.13060712814331 Iteration: 59 || Clusters count: 7 || Log posterior: -260236.58776784033 || Iter Time:0.7924160957336426 || Total time:22.923023223876953 Iteration: 60 || Clusters count: 7 || Log posterior: -260166.9768271866 || Iter Time:0.007992982864379883 || Total time:22.931016206741333 Iteration: 61 || Clusters count: 7 || Log posterior: -260130.3516715476 || Iter Time:0.007627010345458984 || Total time:22.938643217086792 Iteration: 62 || Clusters count: 7 || Log posterior: -260110.29572398268 || Iter Time:0.00776982307434082 || Total time:22.946413040161133 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260326.5463302403 || Iter Time:0.008179187774658203 || Total time:22.95459222793579 Iteration: 64 || Clusters count: 7 || Log posterior: -260281.58377325058 || Iter Time:0.007426023483276367 || Total time:22.962018251419067 Iteration: 65 || Clusters count: 7 || Log posterior: -260282.07104160803 || Iter Time:0.007221221923828125 || Total time:22.969239473342896 Iteration: 66 || Clusters count: 7 || Log posterior: -260290.9436303813 || Iter Time:0.030325889587402344 || Total time:22.999565362930298 Iteration: 67 || Clusters count: 8 || Log posterior: -259999.30472543667 || Iter Time:0.008430004119873047 || Total time:23.00799536705017 Iteration: 68 || Clusters count: 8 || Log posterior: -259960.78742298105 || Iter Time:0.008245229721069336 || Total time:23.01624059677124 Iteration: 69 || Clusters count: 8 || Log posterior: -259943.6543477663 || Iter Time:0.008485794067382812 || Total time:23.024726390838623 Iteration: 70 || Clusters count: 8 || Log posterior: -259946.2170999693 || Iter Time:0.008771181106567383 || Total time:23.03349757194519 Iteration: 71 || Clusters count: 8 || Log posterior: -259947.26678405504 || Iter Time:0.008650779724121094 || Total time:23.04214835166931 Iteration: 72 || Clusters count: 8 || Log posterior: -259946.1588539146 || Iter Time:0.008835077285766602 || Total time:23.050983428955078 Iteration: 73 || Clusters count: 8 || Log posterior: -259954.53213030263 || Iter Time:0.008671045303344727 || Total time:23.059654474258423 Iteration: 74 || Clusters count: 9 || Log posterior: -259525.6322390717 || Iter Time:0.010084867477416992 || Total time:23.06973934173584 Iteration: 75 || Clusters count: 9 || Log posterior: -259501.48826484365 || Iter Time:0.009347915649414062 || Total time:23.079087257385254 Iteration: 76 || Clusters count: 9 || Log posterior: -259477.49583030952 || Iter Time:0.009267091751098633 || Total time:23.088354349136353 Iteration: 77 || Clusters count: 9 || Log posterior: -259472.66517640944 || Iter Time:0.009157180786132812 || Total time:23.097511529922485 Iteration: 78 || Clusters count: 10 || Log posterior: -259237.40774368888 || Iter Time:0.01117086410522461 || Total time:23.10868239402771 Iteration: 79 || Clusters count: 10 || Log posterior: -259237.09948651234 || Iter Time:0.009646892547607422 || Total time:23.118329286575317 Iteration: 80 || Clusters count: 10 || Log posterior: -259234.10634099328 || Iter Time:0.0264890193939209 || Total time:23.14481830596924 Iteration: 81 || Clusters count: 10 || Log posterior: -259241.96981314858 || Iter Time:0.009865045547485352 || Total time:23.154683351516724 Iteration: 82 || Clusters count: 10 || Log posterior: -259212.13067794213 || Iter Time:0.009801149368286133 || Total time:23.16448450088501 Iteration: 83 || Clusters count: 10 || Log posterior: -259179.65822337416 || Iter Time:0.009792089462280273 || Total time:23.17427659034729 Loading and distributing data: 0.000735 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259132.6403519147 || Iter Time:0.010602951049804688 || Total time:23.184879541397095 Iteration: 85 || Clusters count: 10 || Log posterior: -259094.58023693555 || Iter Time:0.01061701774597168 || Total time:23.195496559143066 Iteration: 86 || Clusters count: 10 || Log posterior: -259100.0781082068 || Iter Time:0.01098489761352539 || Total time:23.206481456756592 Iteration: 87 || Clusters count: 10 || Log posterior: -259102.42804106817 || Iter Time:0.01090693473815918 || Total time:23.21738839149475 Iteration: 88 || Clusters count: 10 || Log posterior: -259091.90591967438 || Iter Time:0.010766983032226562 || Total time:23.228155374526978 Iteration: 89 || Clusters count: 10 || Log posterior: -259073.66481037583 || Iter Time:0.012317895889282227 || Total time:23.24047327041626 Iteration: 90 || Clusters count: 10 || Log posterior: -259093.8046382541 || Iter Time:0.012006998062133789 || Total time:23.252480268478394 Iteration: 91 || Clusters count: 10 || Log posterior: -259111.98213533167 || Iter Time:0.016731977462768555 || Total time:23.269212245941162 Iteration: 92 || Clusters count: 10 || Log posterior: -259100.1885679349 || Iter Time:0.012902021408081055 || Total time:23.282114267349243 Iteration: 93 || Clusters count: 12 || Log posterior: -258755.13380616598 || Iter Time:0.014634132385253906 || Total time:23.296748399734497 Iteration: 94 || Clusters count: 12 || Log posterior: -258624.63012083707 || Iter Time:0.02546215057373047 || Total time:23.322210550308228 Iteration: 95 || Clusters count: 12 || Log posterior: -258590.3950017541 || Iter Time:0.011823892593383789 || Total time:23.33403444290161 Iteration: 96 || Clusters count: 12 || Log posterior: -258586.1760586493 || Iter Time:0.012013912200927734 || Total time:23.34604835510254 Iteration: 97 || Clusters count: 12 || Log posterior: -258605.30870130987 || Iter Time:0.011855840682983398 || Total time:23.357904195785522 Iteration: 98 || Clusters count: 12 || Log posterior: -258580.7760674688 || Iter Time:0.011597156524658203 || Total time:23.36950135231018 Iteration: 99 || Clusters count: 12 || Log posterior: -258578.68646061828 || Iter Time:0.01712512969970703 || Total time:23.386626482009888 Iteration: 100 || Clusters count: 12 || Log posterior: -258579.36999191396 || Iter Time:0.012858152389526367 || Total time:23.399484634399414 Iteration: 101 || Clusters count: 12 || Log posterior: -258573.70319259114 || Iter Time:0.013015985488891602 || Total time:23.412500619888306 Iteration: 102 || Clusters count: 12 || Log posterior: -258581.66836682995 || Iter Time:0.012803077697753906 || Total time:23.42530369758606 Iteration: 103 || Clusters count: 12 || Log posterior: -258553.10529469722 || Iter Time:0.013130903244018555 || Total time:23.438434600830078 Iteration: 104 || Clusters count: 12 || Log posterior: -258497.28518459172 || Iter Time:0.012107133865356445 || Total time:23.450541734695435 Loading and distributing data: 0.000749 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 12 || Log posterior: -258682.7745653563 || Iter Time:0.017313003540039062 || Total time:23.467854738235474 Iteration: 106 || Clusters count: 12 || Log posterior: -258627.81848920806 || Iter Time:0.013445854187011719 || Total time:23.481300592422485 Iteration: 107 || Clusters count: 12 || Log posterior: -258599.7856751493 || Iter Time:0.013496875762939453 || Total time:23.494797468185425 Iteration: 108 || Clusters count: 14 || Log posterior: -257925.37045739102 || Iter Time:0.016311168670654297 || Total time:23.51110863685608 Iteration: 109 || Clusters count: 14 || Log posterior: -257871.03273042935 || Iter Time:0.018112897872924805 || Total time:23.529221534729004 Iteration: 110 || Clusters count: 14 || Log posterior: -257838.00863584265 || Iter Time:0.014687776565551758 || Total time:23.543909311294556 Iteration: 111 || Clusters count: 14 || Log posterior: -257824.67446628565 || Iter Time:0.01487112045288086 || Total time:23.558780431747437 Iteration: 112 || Clusters count: 14 || Log posterior: -257821.72941582408 || Iter Time:0.014966011047363281 || Total time:23.5737464427948 Iteration: 113 || Clusters count: 14 || Log posterior: -257830.44559433265 || Iter Time:0.014709949493408203 || Total time:23.588456392288208 Iteration: 114 || Clusters count: 14 || Log posterior: -257811.3954767584 || Iter Time:0.01815485954284668 || Total time:23.606611251831055 Iteration: 115 || Clusters count: 14 || Log posterior: -257800.53355857622 || Iter Time:0.014417886734008789 || Total time:23.621029138565063 Iteration: 116 || Clusters count: 14 || Log posterior: -257801.66177745842 || Iter Time:0.014447927474975586 || Total time:23.63547706604004 Iteration: 117 || Clusters count: 14 || Log posterior: -257815.09420482806 || Iter Time:0.014768123626708984 || Total time:23.650245189666748 Iteration: 118 || Clusters count: 14 || Log posterior: -257804.30684741537 || Iter Time:0.018074989318847656 || Total time:23.668320178985596 Iteration: 119 || Clusters count: 14 || Log posterior: -257804.76277100004 || Iter Time:0.013931989669799805 || Total time:23.682252168655396 Iteration: 120 || Clusters count: 14 || Log posterior: -257809.8657558542 || Iter Time:0.013351917266845703 || Total time:23.69560408592224 Iteration: 121 || Clusters count: 15 || Log posterior: -257601.0585225829 || Iter Time:0.014063835144042969 || Total time:23.709667921066284 Iteration: 122 || Clusters count: 15 || Log posterior: -257549.4963931334 || Iter Time:0.01632404327392578 || Total time:23.72599196434021 Iteration: 123 || Clusters count: 15 || Log posterior: -257528.54816385446 || Iter Time:0.017198801040649414 || Total time:23.74319076538086 Iteration: 124 || Clusters count: 15 || Log posterior: -257508.30873936292 || Iter Time:0.018572092056274414 || Total time:23.761762857437134 Iteration: 125 || Clusters count: 15 || Log posterior: -257485.09207924074 || Iter Time:0.017633914947509766 || Total time:23.779396772384644 Loading and distributing data: 0.000761 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 15 || Log posterior: -257084.78137131085 || Iter Time:0.022604942321777344 || Total time:23.80200171470642 Iteration: 127 || Clusters count: 15 || Log posterior: -257001.8711886319 || Iter Time:0.019001007080078125 || Total time:23.8210027217865 Iteration: 128 || Clusters count: 15 || Log posterior: -256993.62667054735 || Iter Time:0.019037961959838867 || Total time:23.840040683746338 Iteration: 129 || Clusters count: 15 || Log posterior: -257011.27567667217 || Iter Time:0.018778085708618164 || Total time:23.858818769454956 Iteration: 130 || Clusters count: 15 || Log posterior: -257002.91798173674 || Iter Time:0.02270793914794922 || Total 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time:24.16565203666687 Iteration: 145 || Clusters count: 17 || Log posterior: -256379.03686601773 || Iter Time:0.019932985305786133 || Total time:24.185585021972656 Iteration: 146 || Clusters count: 17 || Log posterior: -256377.664856739 || Iter Time:0.018330812454223633 || Total time:24.20391583442688 Loading and distributing data: 0.000775 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 17 || Log posterior: -256439.34853945268 || Iter Time:0.023226022720336914 || Total time:24.227141857147217 Iteration: 148 || Clusters count: 17 || Log posterior: -256376.49045142683 || Iter Time:0.02040886878967285 || Total time:24.24755072593689 Iteration: 149 || Clusters count: 17 || Log posterior: -256372.50922528136 || Iter Time:0.01941084861755371 || Total time:24.266961574554443 Iteration: 150 || Clusters count: 17 || Log posterior: -256376.58165771284 || Iter Time:0.019247055053710938 || Total time:24.286208629608154 Iteration: 151 || Clusters count: 18 || Log posterior: -256070.01482251092 || Iter Time:0.025515079498291016 || Total time:24.311723709106445 Iteration: 152 || Clusters count: 18 || Log posterior: -256044.1736815768 || Iter Time:0.02106499671936035 || Total time:24.332788705825806 Iteration: 153 || Clusters count: 18 || Log posterior: -256044.07017616794 || Iter Time:0.022149085998535156 || Total time:24.35493779182434 Iteration: 154 || Clusters count: 18 || Log posterior: -256044.93738272542 || Iter Time:0.024562835693359375 || Total time:24.3795006275177 Iteration: 155 || Clusters count: 18 || Log posterior: -256048.5416512845 || Iter Time:0.02028679847717285 || Total time:24.399787425994873 Iteration: 156 || Clusters count: 19 || Log posterior: -255732.44297440725 || Iter Time:0.02071094512939453 || Total time:24.420498371124268 Iteration: 157 || Clusters count: 19 || Log posterior: -255711.2973525569 || Iter Time:0.022881031036376953 || Total time:24.443379402160645 Iteration: 158 || Clusters count: 19 || Log posterior: 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-255714.22255822108 || Iter Time:0.022482872009277344 || Total time:24.63016128540039 Iteration: 166 || Clusters count: 19 || Log posterior: -255704.1449823884 || Iter Time:0.028974056243896484 || Total time:24.659135341644287 Iteration: 167 || Clusters count: 19 || Log posterior: -255692.64924114756 || Iter Time:0.023897171020507812 || Total time:24.683032512664795 Loading and distributing data: 0.000744 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 19 || Log posterior: -255790.28727216474 || Iter Time:0.024244070053100586 || Total time:24.707276582717896 Iteration: 169 || Clusters count: 19 || Log posterior: -255757.53890068605 || Iter Time:0.026273012161254883 || Total time:24.73354959487915 Iteration: 170 || Clusters count: 19 || Log posterior: -255750.0311352608 || Iter Time:0.022146940231323242 || Total time:24.755696535110474 Iteration: 171 || Clusters count: 20 || Log posterior: -255535.24470073008 || Iter Time:0.022832155227661133 || Total 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time:25.145543098449707 Iteration: 186 || Clusters count: 20 || Log posterior: -255483.0464104191 || Iter Time:0.031152963638305664 || Total time:25.176696062088013 Iteration: 187 || Clusters count: 20 || Log posterior: -255475.5152589013 || Iter Time:0.030744075775146484 || Total time:25.20744013786316 Iteration: 188 || Clusters count: 20 || Log posterior: -255475.5152589013 || Iter Time:0.029552936553955078 || Total time:25.236993074417114 Loading and distributing data: 0.000759 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255015.0406696381 || Iter Time:0.03167295455932617 || Total time:25.26866602897644 Iteration: 190 || Clusters count: 20 || Log posterior: -255008.33786225747 || Iter Time:0.025601863861083984 || Total time:25.294267892837524 Iteration: 191 || Clusters count: 20 || Log posterior: -255005.88907421308 || Iter Time:0.024836063385009766 || Total time:25.319103956222534 Iteration: 192 || Clusters count: 20 || Log posterior: -255009.74347003194 || Iter Time:0.029368162155151367 || Total time:25.348472118377686 Iteration: 193 || Clusters count: 20 || Log posterior: -255007.14820199035 || Iter Time:0.024878978729248047 || Total time:25.373351097106934 Iteration: 194 || Clusters count: 20 || Log posterior: -255013.42131215942 || Iter Time:0.028707027435302734 || Total time:25.402058124542236 Iteration: 195 || Clusters count: 20 || Log posterior: -255008.0864633625 || Iter Time:0.02518486976623535 || Total time:25.42724299430847 Iteration: 196 || Clusters count: 20 || Log posterior: -255014.37259400176 || Iter Time:0.024358034133911133 || Total time:25.451601028442383 Iteration: 197 || Clusters count: 20 || Log posterior: -255008.59503444258 || Iter Time:0.027566909790039062 || Total time:25.479167938232422 Iteration: 198 || Clusters count: 20 || Log posterior: -255008.00455208166 || Iter Time:0.022323131561279297 || Total time:25.5014910697937 Iteration: 199 || Clusters count: 20 || Log posterior: -255009.5002013847 || Iter Time:0.022849082946777344 || Total time:25.52434015274048 Iteration: 200 || Clusters count: 20 || Log posterior: -255009.80725602855 || Iter Time:0.027559995651245117 || Total time:25.551900148391724 Iteration: 201 || Clusters count: 20 || Log posterior: -255018.3054344262 || Iter Time:0.02547001838684082 || Total time:25.577370166778564 Iteration: 202 || Clusters count: 20 || Log posterior: -255024.56043537648 || Iter Time:0.024673938751220703 || Total time:25.602044105529785 Iteration: 203 || Clusters count: 20 || Log posterior: -255013.25662913301 || Iter Time:0.02812480926513672 || Total time:25.630168914794922 Iteration: 204 || Clusters count: 20 || Log posterior: -255019.89383818064 || Iter Time:0.03075385093688965 || Total time:25.66092276573181 Iteration: 205 || Clusters count: 20 || Log posterior: -255006.52019946775 || Iter Time:0.03191804885864258 || Total time:25.692840814590454 Iteration: 206 || Clusters count: 20 || Log posterior: -255006.52019946775 || Iter Time:0.0361180305480957 || Total time:25.72895884513855 Iteration: 207 || Clusters count: 20 || Log posterior: -255010.99285749692 || Iter Time:0.03155803680419922 || Total time:25.76051688194275 Iteration: 208 || Clusters count: 20 || Log posterior: -255007.3590351641 || Iter Time:0.03548002243041992 || Total time:25.79599690437317 Iteration: 209 || Clusters count: 20 || Log posterior: -255007.3590351641 || Iter Time:0.029098033905029297 || Total time:25.8250949382782 NMI: 0.7514965433217851 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m21.4s [84195, 37409, 50271, 71751, 20012, 47129, 3719, 26327, 176268, 69630, 31257, 50654, 8231, 16430, 60854, 22770, 64174, 63367, 66168, 29384] Loading and distributing data: 0.000225 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:4.281933069229126 || Total time:4.281933069229126 Iteration: 1 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0018050670623779297 || Total time:4.283738136291504 Iteration: 2 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0012788772583007812 || Total time:4.285017013549805 Iteration: 3 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0011279582977294922 || Total time:4.286144971847534 Iteration: 4 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0010640621185302734 || Total time:4.2872090339660645 Iteration: 5 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.001065969467163086 || Total time:4.2882750034332275 Iteration: 6 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0010571479797363281 || Total time:4.289332151412964 Iteration: 7 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.001046895980834961 || Total time:4.290379047393799 Iteration: 8 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.00104522705078125 || Total time:4.29142427444458 Iteration: 9 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0010399818420410156 || Total time:4.292464256286621 Iteration: 10 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.11294198036193848 || Total time:4.40540623664856 Iteration: 11 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0017960071563720703 || Total time:4.407202243804932 Iteration: 12 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0014200210571289062 || Total time:4.4086222648620605 Iteration: 13 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0013248920440673828 || Total time:4.409947156906128 Iteration: 14 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:0.0013251304626464844 || Total time:4.411272287368774 Iteration: 15 || Clusters count: 1 || Log posterior: 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Total time:4.430661201477051 Iteration: 30 || Clusters count: 1 || Log posterior: -7284.944903601308 || Iter Time:1.0251648426055908 || Total time:5.455826044082642 true [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, 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, 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, 1, 1, 1, 1, 1] Loading and distributing data: 0.000216 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 1 || Log posterior: -7291.227169441508 || Iter Time:0.02351689338684082 || Total time:5.479342937469482 Iteration: 32 || Clusters count: 1 || Log posterior: -7291.227169441508 || Iter Time:0.0019528865814208984 || Total time:5.481295824050903 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 2 || Log posterior: -7121.334368043764 || Iter Time:0.03066396713256836 || Total time:5.511959791183472 Iteration: 34 || Clusters count: 2 || Log posterior: -7019.158316541341 || Iter Time:0.002759218215942383 || Total time:5.514719009399414 Loading and distributing data: 0.000107 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 2 || Log posterior: -6935.131176282057 || Iter Time:0.001728057861328125 || Total time:5.516447067260742 Iteration: 36 || Clusters count: 2 || Log posterior: -6855.848106101922 || Iter Time:0.0024030208587646484 || Total time:5.518850088119507 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 2 || Log posterior: -6931.439691472816 || Iter 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|| Clusters count: 2 || Log posterior: -6865.051722476354 || Iter Time:0.0798640251159668 || Total time:5.611613035202026 Iteration: 44 || Clusters count: 2 || Log posterior: -6795.304249440968 || Iter Time:0.0031609535217285156 || Total time:5.614773988723755 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 3 || Log posterior: -6814.678485519887 || Iter Time:0.0027768611907958984 || Total time:5.617550849914551 Iteration: 46 || Clusters count: 3 || Log posterior: -6664.243305577415 || Iter Time:0.0032470226287841797 || Total time:5.620797872543335 Loading and distributing data: 0.000111 seconds (128 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 3 || Log posterior: -6546.946695453234 || Iter Time:0.00215911865234375 || Total time:5.622956991195679 Iteration: 48 || Clusters count: 3 || Log posterior: -6436.944490764147 || Iter Time:0.0033059120178222656 || Total time:5.626262903213501 Loading and distributing 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Iteration: 1783 || Clusters count: 15 || Log posterior: -4536.376144640178 || Iter Time:0.014451026916503906 || Total time:29.27959370613098 Iteration: 1784 || Clusters count: 15 || Log posterior: -4481.091918313467 || Iter Time:0.019212961196899414 || Total time:29.29880666732788 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 15 || Log posterior: -4515.639928446529 || Iter Time:0.01420903205871582 || Total time:29.313015699386597 Iteration: 1786 || Clusters count: 15 || Log posterior: -4452.154907182475 || Iter Time:0.018687963485717773 || Total time:29.331703662872314 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 15 || Log posterior: -4554.8755463541 || Iter Time:0.014164924621582031 || Total time:29.345868587493896 Iteration: 1788 || Clusters count: 15 || Log posterior: -4490.5068099296395 || Iter Time:0.018898963928222656 || Total 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Iteration: 1827 || Clusters count: 15 || Log posterior: -4552.004075519683 || Iter Time:0.014077901840209961 || Total time:30.00756597518921 Iteration: 1828 || Clusters count: 15 || Log posterior: -4509.57526277884 || Iter Time:0.01909780502319336 || Total time:30.026663780212402 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -4510.378907606306 || Iter Time:0.014246940612792969 || Total time:30.040910720825195 Iteration: 1830 || Clusters count: 15 || Log posterior: -4445.52641283292 || Iter Time:0.018934965133666992 || Total time:30.059845685958862 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 15 || Log posterior: -4486.9211515264715 || Iter Time:0.014288187026977539 || Total time:30.07413387298584 Iteration: 1832 || Clusters count: 15 || Log posterior: -4433.508111676401 || Iter Time:0.018354177474975586 || Total 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15 || Log posterior: -4517.9221331808 || Iter Time:0.018761157989501953 || Total time:30.2378089427948 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -4578.6655355820085 || Iter Time:0.014158010482788086 || Total time:30.251966953277588 Iteration: 1840 || Clusters count: 15 || Log posterior: -4526.926994217558 || Iter Time:0.019783973693847656 || Total time:30.271750926971436 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -4593.283526952019 || Iter Time:0.015514850616455078 || Total time:30.28726577758789 Iteration: 1842 || Clusters count: 15 || Log posterior: -4519.629529031861 || Iter Time:0.02003312110900879 || Total time:30.3072988986969 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -4522.680699712741 || Iter 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Iteration: 1849 || Clusters count: 15 || Log posterior: -4511.560407310954 || Iter Time:0.014175891876220703 || Total time:30.427589654922485 Iteration: 1850 || Clusters count: 15 || Log posterior: -4479.640229546773 || Iter Time:0.018088102340698242 || Total time:30.445677757263184 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -4509.854206222086 || Iter Time:0.013405084609985352 || Total time:30.45908284187317 Iteration: 1852 || Clusters count: 15 || Log posterior: -4469.483527819542 || Iter Time:0.01769709587097168 || Total time:30.47677993774414 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -4525.225508643228 || Iter Time:0.013132095336914062 || Total time:30.489912033081055 Iteration: 1854 || Clusters count: 15 || Log posterior: -4482.466123065387 || Iter Time:0.01663494110107422 || Total 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|| Log posterior: -4483.464874438885 || Iter Time:0.018728017807006836 || Total time:30.59866189956665 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -4568.231290655817 || Iter Time:0.014285087585449219 || Total time:30.6129469871521 Iteration: 1862 || Clusters count: 15 || Log posterior: -4515.256427954477 || Iter Time:0.03944802284240723 || Total time:30.652395009994507 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -4581.703337221012 || Iter Time:0.013995170593261719 || Total time:30.66639018058777 Iteration: 1864 || Clusters count: 15 || Log posterior: -4521.775961979205 || Iter Time:0.01893305778503418 || Total time:30.685323238372803 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -4558.850089185442 || Iter Time:0.01463007926940918 || Total time:30.699953317642212 Iteration: 1866 || Clusters count: 15 || Log posterior: -4509.40695006514 || Iter Time:0.019246816635131836 || Total time:30.719200134277344 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -4584.534333336312 || Iter Time:0.015352010726928711 || Total time:30.734552145004272 Iteration: 1868 || Clusters count: 15 || Log posterior: -4511.688004593034 || Iter Time:0.019608020782470703 || Total time:30.754160165786743 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -4534.243711122263 || Iter Time:0.01571488380432129 || Total time:30.769875049591064 Iteration: 1870 || Clusters count: 15 || Log posterior: -4476.744038508173 || Iter Time:0.01884603500366211 || Total time:30.788721084594727 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -4543.1804280765255 || Iter Time:0.01383209228515625 || Total time:30.802553176879883 Iteration: 1872 || Clusters count: 15 || Log posterior: -4489.260272445202 || Iter Time:0.017288923263549805 || Total time:30.819842100143433 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -4527.010805278306 || Iter Time:0.013036966323852539 || Total time:30.832879066467285 Iteration: 1874 || Clusters count: 15 || Log posterior: -4478.439915151075 || Iter Time:0.017386913299560547 || Total time:30.850265979766846 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -4518.76483093011 || Iter Time:0.012485027313232422 || Total time:30.862751007080078 Iteration: 1876 || Clusters count: 15 || Log posterior: -4486.096986967688 || Iter Time:0.016479969024658203 || Total time:30.879230976104736 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -4574.134345485259 || Iter Time:0.01262807846069336 || Total time:30.89185905456543 Iteration: 1878 || Clusters count: 15 || Log posterior: -4533.744344399897 || Iter Time:0.0176088809967041 || Total time:30.909467935562134 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -4595.6671926793515 || Iter Time:0.014284133911132812 || Total time:30.923752069473267 Iteration: 1880 || Clusters count: 15 || Log posterior: -4524.837571450855 || Iter Time:0.01870894432067871 || Total time:30.942461013793945 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -4580.161977249887 || Iter Time:0.015288829803466797 || Total time:30.957749843597412 Iteration: 1882 || Clusters count: 15 || Log posterior: -4533.809042601111 || Iter Time:0.019039154052734375 || Total time:30.976788997650146 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -4618.308720477131 || Iter Time:0.014393806457519531 || Total time:30.991182804107666 Iteration: 1884 || Clusters count: 15 || Log posterior: -4555.831766118914 || Iter Time:0.018632888793945312 || Total time:31.00981569290161 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -4601.314703936852 || Iter Time:0.01400613784790039 || Total time:31.02382183074951 Iteration: 1886 || Clusters count: 15 || Log posterior: -4543.487075801417 || Iter Time:0.018899917602539062 || Total time:31.04272174835205 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -4581.700214002935 || Iter Time:0.013932943344116211 || Total time:31.056654691696167 Iteration: 1888 || Clusters count: 15 || Log posterior: -4519.79864966505 || Iter Time:0.018655061721801758 || Total time:31.07530975341797 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -4583.573998764031 || Iter Time:0.014199018478393555 || Total time:31.089508771896362 Iteration: 1890 || Clusters count: 15 || Log posterior: -4536.782308131613 || Iter Time:0.018957853317260742 || Total time:31.108466625213623 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -4618.773425590761 || Iter Time:0.014301776885986328 || Total time:31.12276840209961 Iteration: 1892 || Clusters count: 15 || Log posterior: -4529.064701376283 || Iter Time:0.03962397575378418 || Total time:31.162392377853394 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -4568.752585068068 || Iter Time:0.012735843658447266 || Total time:31.17512822151184 Iteration: 1894 || Clusters count: 15 || Log posterior: -4531.045108423168 || Iter Time:0.017269134521484375 || Total time:31.192397356033325 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -4579.691838750672 || Iter Time:0.0124359130859375 || Total time:31.204833269119263 Iteration: 1896 || Clusters count: 15 || Log posterior: -4529.757677552103 || Iter Time:0.016180992126464844 || Total time:31.221014261245728 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -4557.734583081432 || Iter Time:0.011783123016357422 || Total time:31.232797384262085 Iteration: 1898 || Clusters count: 15 || Log posterior: -4509.553219080842 || Iter Time:0.016923904418945312 || Total time:31.24972128868103 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -4528.503698713611 || Iter Time:0.013604879379272461 || Total time:31.263326168060303 Iteration: 1900 || Clusters count: 15 || Log posterior: -4494.908017250958 || Iter Time:0.01857304573059082 || Total time:31.281899213790894 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -4501.190941020141 || Iter Time:0.014137983322143555 || Total time:31.296037197113037 Iteration: 1902 || Clusters count: 15 || Log posterior: -4448.363927925972 || Iter Time:0.01856088638305664 || Total time:31.314598083496094 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -4577.0435104685175 || Iter Time:0.013998985290527344 || Total time:31.32859706878662 Iteration: 1904 || Clusters count: 15 || Log posterior: -4517.3608357205185 || Iter Time:0.019231081008911133 || Total time:31.347828149795532 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -4579.584031589246 || Iter Time:0.014317035675048828 || Total time:31.36214518547058 Iteration: 1906 || Clusters count: 15 || Log posterior: -4540.677101412939 || Iter Time:0.018774986267089844 || Total time:31.38092017173767 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -4555.669638702887 || Iter Time:0.013870000839233398 || Total time:31.394790172576904 Iteration: 1908 || Clusters count: 15 || Log posterior: -4498.953301713864 || Iter Time:0.01872110366821289 || Total time:31.413511276245117 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -4525.194553265616 || Iter Time:0.014378786087036133 || Total time:31.427890062332153 Iteration: 1910 || Clusters count: 15 || Log posterior: -4470.962180146279 || Iter Time:0.018771886825561523 || Total time:31.446661949157715 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -4494.415930871721 || Iter Time:0.014250993728637695 || Total time:31.460912942886353 Iteration: 1912 || Clusters count: 15 || Log posterior: -4475.858498469578 || Iter Time:0.01884293556213379 || Total time:31.479755878448486 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -4531.626913545093 || Iter Time:0.013892889022827148 || Total time:31.493648767471313 Iteration: 1914 || Clusters count: 15 || Log posterior: -4492.009188211907 || Iter Time:0.01794600486755371 || Total time:31.511594772338867 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -4575.86524670788 || Iter Time:0.013415098190307617 || Total time:31.525009870529175 Iteration: 1916 || Clusters count: 15 || Log posterior: -4536.278600641263 || Iter Time:0.0186309814453125 || Total time:31.543640851974487 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -4536.419797902065 || Iter Time:0.012855052947998047 || Total time:31.556495904922485 Iteration: 1918 || Clusters count: 15 || Log posterior: -4490.48474816298 || Iter Time:0.0166170597076416 || Total time:31.573112964630127 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -4542.810932413311 || Iter Time:0.012923955917358398 || Total time:31.586036920547485 Iteration: 1920 || Clusters count: 15 || Log posterior: -4513.825820646443 || Iter Time:0.016733884811401367 || Total time:31.602770805358887 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -4554.177819457212 || Iter Time:0.013601064682006836 || Total time:31.616371870040894 Iteration: 1922 || Clusters count: 15 || Log posterior: -4527.714697021243 || Iter Time:0.0419919490814209 || Total time:31.658363819122314 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -4575.384932593028 || Iter Time:0.013978004455566406 || Total time:31.67234182357788 Iteration: 1924 || Clusters count: 15 || Log posterior: -4528.495994147264 || Iter Time:0.01885986328125 || Total time:31.69120168685913 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -4511.181782017321 || Iter Time:0.01402592658996582 || Total time:31.705227613449097 Iteration: 1926 || Clusters count: 15 || Log posterior: -4470.373041941854 || Iter Time:0.01965785026550293 || Total time:31.7248854637146 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -4528.666564374868 || Iter Time:0.014547109603881836 || Total time:31.73943257331848 Iteration: 1928 || Clusters count: 15 || Log posterior: -4482.455685262715 || Iter Time:0.018759965896606445 || Total time:31.758192539215088 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -4545.366878721331 || Iter Time:0.01395106315612793 || Total time:31.772143602371216 Iteration: 1930 || Clusters count: 15 || Log posterior: -4485.099812612276 || Iter Time:0.0188448429107666 || Total time:31.790988445281982 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -4482.594228203806 || Iter Time:0.016672134399414062 || Total time:31.807660579681396 Iteration: 1932 || Clusters count: 15 || Log posterior: -4451.997720967975 || Iter Time:0.018992900848388672 || Total time:31.826653480529785 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -4523.584646152867 || Iter Time:0.014850139617919922 || Total time:31.841503620147705 Iteration: 1934 || Clusters count: 15 || Log posterior: -4456.8561219414105 || Iter Time:0.01934504508972168 || Total time:31.860848665237427 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -4508.773159053842 || Iter Time:0.013769865036010742 || Total time:31.874618530273438 Iteration: 1936 || Clusters count: 15 || Log posterior: -4462.084303953196 || Iter Time:0.017507076263427734 || Total time:31.892125606536865 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -4544.005206479028 || Iter Time:0.014018058776855469 || Total time:31.90614366531372 Iteration: 1938 || Clusters count: 15 || Log posterior: -4489.864564399118 || Iter Time:0.016932010650634766 || Total time:31.923075675964355 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -4527.36309634177 || Iter Time:0.011831998825073242 || Total time:31.93490767478943 Iteration: 1940 || Clusters count: 15 || Log posterior: -4478.779064178153 || Iter Time:0.016010046005249023 || Total time:31.950917720794678 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -4554.939166320425 || Iter Time:0.013135910034179688 || Total time:31.964053630828857 Iteration: 1942 || Clusters count: 15 || Log posterior: -4494.522596449388 || Iter Time:0.018466949462890625 || Total 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15 || Log posterior: -4525.840921427535 || Iter Time:0.035900115966796875 || Total time:32.10134196281433 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -4573.364688795313 || Iter Time:0.030276060104370117 || Total time:32.1316180229187 Iteration: 1950 || Clusters count: 15 || Log posterior: -4507.777863650953 || Iter Time:0.019476890563964844 || Total time:32.151094913482666 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -4527.402317235581 || Iter Time:0.022803068161010742 || Total time:32.17389798164368 Iteration: 1952 || Clusters count: 15 || Log posterior: -4476.283330356229 || Iter Time:0.03995013236999512 || Total time:32.21384811401367 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -4550.297341985606 || Iter Time:0.01593494415283203 || Total time:32.229783058166504 Iteration: 1954 || Clusters count: 15 || Log posterior: -4498.821757719424 || Iter Time:0.017464160919189453 || Total time:32.24724721908569 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -4570.202212172759 || Iter Time:0.01291203498840332 || Total time:32.2601592540741 Iteration: 1956 || Clusters count: 15 || Log posterior: -4514.875112817114 || Iter Time:0.016318082809448242 || Total time:32.276477336883545 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -4561.667511334306 || Iter Time:0.012398004531860352 || Total time:32.288875341415405 Iteration: 1958 || Clusters count: 15 || Log posterior: -4509.191908791922 || Iter Time:0.015928030014038086 || Total time:32.30480337142944 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -4520.136917477327 || Iter Time:0.012449026107788086 || Total time:32.31725239753723 Iteration: 1960 || Clusters count: 15 || Log posterior: -4456.650590141146 || Iter Time:0.01842021942138672 || Total time:32.33567261695862 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -4480.507794455117 || Iter Time:0.01505899429321289 || Total time:32.35073161125183 Iteration: 1962 || Clusters count: 15 || Log posterior: -4432.613298873872 || Iter Time:0.021085023880004883 || Total time:32.371816635131836 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -4545.224869790092 || Iter Time:0.015080928802490234 || Total time:32.386897563934326 Iteration: 1964 || Clusters count: 15 || Log posterior: -4486.89278872888 || Iter Time:0.01856398582458496 || Total time:32.40546154975891 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -4598.308724348709 || Iter Time:0.014031171798706055 || Total time:32.41949272155762 Iteration: 1966 || Clusters count: 15 || Log posterior: -4527.403379882809 || Iter Time:0.018557071685791016 || Total time:32.43804979324341 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -4591.235223003911 || Iter Time:0.014300107955932617 || Total time:32.45234990119934 Iteration: 1968 || Clusters count: 15 || Log posterior: -4527.6656537425115 || Iter Time:0.01850581169128418 || Total time:32.470855712890625 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -4570.493099729496 || Iter Time:0.014389991760253906 || Total time:32.48524570465088 Iteration: 1970 || Clusters count: 15 || Log posterior: -4508.628627952642 || Iter Time:0.018663883209228516 || Total time:32.50390958786011 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -4556.924178920217 || Iter Time:0.014469146728515625 || Total time:32.51837873458862 Iteration: 1972 || Clusters count: 15 || Log posterior: -4520.324253133028 || Iter Time:0.01940608024597168 || Total time:32.537784814834595 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -4545.253267124005 || Iter Time:0.01421213150024414 || Total time:32.55199694633484 Iteration: 1974 || Clusters count: 15 || Log posterior: -4506.444996313323 || Iter Time:0.017491817474365234 || Total time:32.569488763809204 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -4583.081840995002 || Iter Time:0.01314091682434082 || Total time:32.582629680633545 Iteration: 1976 || Clusters count: 15 || Log posterior: -4533.619911866783 || Iter Time:0.017874956130981445 || Total time:32.600504636764526 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -4553.693434933351 || Iter Time:0.012964010238647461 || Total time:32.613468647003174 Iteration: 1978 || Clusters count: 15 || Log posterior: -4515.143152522781 || Iter Time:0.016124963760375977 || Total time:32.62959361076355 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -4569.081025947724 || Iter Time:0.012078046798706055 || Total time:32.641671657562256 Iteration: 1980 || Clusters count: 15 || Log posterior: -4519.03723639073 || Iter Time:0.016227006912231445 || Total time:32.65789866447449 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -4524.533659119678 || Iter Time:0.013422966003417969 || Total time:32.671321630477905 Iteration: 1982 || Clusters count: 15 || Log posterior: -4497.059685746152 || Iter Time:0.04027390480041504 || Total time:32.71159553527832 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -4543.907636571711 || Iter Time:0.013911962509155273 || Total time:32.725507497787476 Iteration: 1984 || Clusters count: 15 || Log posterior: -4509.210340324172 || Iter Time:0.019016027450561523 || Total time:32.74452352523804 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -4522.0319623917285 || Iter Time:0.013908147811889648 || Total time:32.75843167304993 Iteration: 1986 || Clusters count: 15 || Log posterior: -4472.816857687193 || Iter Time:0.01873493194580078 || Total time:32.77716660499573 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -4538.494077982309 || Iter Time:0.01411581039428711 || Total time:32.791282415390015 Iteration: 1988 || Clusters count: 15 || Log posterior: -4489.201095534567 || Iter Time:0.018640995025634766 || Total time:32.80992341041565 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -4511.077907136672 || Iter Time:0.013691902160644531 || Total time:32.823615312576294 Iteration: 1990 || Clusters count: 15 || Log posterior: -4476.652378297664 || Iter Time:0.018460988998413086 || Total time:32.84207630157471 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -4539.005860264668 || Iter Time:0.013997077941894531 || Total time:32.8560733795166 Iteration: 1992 || Clusters count: 15 || Log posterior: -4499.642968075528 || Iter Time:0.018678903579711914 || Total time:32.87475228309631 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -4516.502335321743 || Iter Time:0.014245986938476562 || Total time:32.88899827003479 Iteration: 1994 || Clusters count: 15 || Log posterior: -4472.714366961469 || Iter Time:0.01846790313720703 || Total time:32.907466173172 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -4514.360115502065 || Iter Time:0.014522075653076172 || Total time:32.92198824882507 Iteration: 1996 || Clusters count: 15 || Log posterior: -4462.212945339471 || Iter Time:0.017824888229370117 || Total time:32.93981313705444 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -4533.03517769694 || Iter Time:0.01308298110961914 || Total time:32.95289611816406 Iteration: 1998 || Clusters count: 15 || Log posterior: -4481.556210490881 || Iter Time:0.017141103744506836 || Total time:32.97003722190857 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -4529.510760418066 || Iter Time:0.012924909591674805 || Total time:32.982962131500244 Iteration: 2000 || Clusters count: 15 || Log posterior: -4485.399604957523 || Iter Time:0.016669034957885742 || Total time:32.99963116645813 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -4555.0740657534525 || Iter Time:0.014587163925170898 || Total time:33.0142183303833 Iteration: 2002 || Clusters count: 15 || Log posterior: -4489.577211282453 || Iter Time:0.018424034118652344 || Total time:33.03264236450195 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -4563.659264282263 || Iter Time:0.015007972717285156 || Total time:33.04765033721924 Iteration: 2004 || Clusters count: 15 || Log posterior: -4514.835250841971 || Iter Time:0.018684864044189453 || Total time:33.06633520126343 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -4566.38488044537 || Iter Time:0.013787031173706055 || Total time:33.080122232437134 Iteration: 2006 || Clusters count: 15 || Log posterior: -4511.763766516874 || Iter Time:0.018543004989624023 || Total time:33.09866523742676 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -4519.6074016965895 || Iter Time:0.013899087905883789 || Total time:33.11256432533264 Iteration: 2008 || Clusters count: 15 || Log posterior: -4479.694122634416 || Iter Time:0.01838994026184082 || Total time:33.13095426559448 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -4530.872924090688 || Iter Time:0.013995885848999023 || Total time:33.14495015144348 Iteration: 2010 || Clusters count: 15 || Log posterior: -4486.010005033746 || Iter Time:0.018488168716430664 || Total time:33.16343832015991 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -4521.198246283676 || Iter Time:0.013882875442504883 || Total time:33.17732119560242 Iteration: 2012 || Clusters count: 15 || Log posterior: -4471.845393386688 || Iter Time:0.0401458740234375 || Total time:33.217467069625854 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -4520.294698667556 || Iter Time:0.013921022415161133 || Total time:33.231388092041016 Iteration: 2014 || Clusters count: 15 || Log posterior: -4486.352478472782 || Iter Time:0.018738985061645508 || Total time:33.25012707710266 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -4526.250126197681 || Iter Time:0.013773918151855469 || Total time:33.26390099525452 Iteration: 2016 || Clusters count: 15 || Log posterior: -4460.43763473785 || Iter Time:0.017101049423217773 || Total time:33.281002044677734 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -4538.225767608181 || Iter Time:0.012271881103515625 || Total time:33.29327392578125 Iteration: 2018 || Clusters count: 15 || Log posterior: -4491.127612790446 || Iter Time:0.016952037811279297 || Total time:33.31022596359253 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -4535.554654793732 || Iter Time:0.0119781494140625 || Total time:33.32220411300659 Iteration: 2020 || Clusters count: 15 || Log posterior: -4493.718682581914 || Iter Time:0.015949010848999023 || Total time:33.33815312385559 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -4562.1833086827955 || Iter Time:0.011750221252441406 || Total time:33.34990334510803 Iteration: 2022 || Clusters count: 15 || Log posterior: -4500.4931279149905 || Iter Time:0.017863035202026367 || Total time:33.36776638031006 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -4529.479087974098 || Iter Time:0.013500213623046875 || Total time:33.381266593933105 Iteration: 2024 || Clusters count: 15 || Log posterior: -4499.392024098682 || Iter Time:0.0182650089263916 || Total time:33.3995316028595 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -4567.45486458693 || Iter Time:0.013960838317871094 || Total time:33.41349244117737 Iteration: 2026 || Clusters count: 15 || Log posterior: -4499.325382867798 || Iter Time:0.01843094825744629 || Total time:33.431923389434814 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -4592.857243947967 || Iter Time:0.013683080673217773 || Total time:33.44560647010803 Iteration: 2028 || Clusters count: 15 || Log posterior: -4533.589195632579 || Iter Time:0.018581151962280273 || Total time:33.46418762207031 Avg NMI: 0.8133410321962324 Full NMI: 0.7492959574713693 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m16.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 182.95s PkgEval succeeded after 338.29s