Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.449 (8d6b63c3a6*) started at 2025-04-29T03:13:49.091 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.24s ################################################################################ # 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 v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [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 v0.25.119 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.34 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [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 v1.12.0 [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 v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2024.12.31 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+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 4.43s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 136.35s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_288kJn/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.119 [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_288kJn/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [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 v0.25.119 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.34 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [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 v1.12.0 [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 v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+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: 3.700521 seconds (1.10 M allocations: 63.515 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:18.520828008651733 || Total time:18.520828008651733 Iteration: 1 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005488157272338867 || Total time:18.526316165924072 Iteration: 2 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005501985549926758 || Total time:18.531818151474 Iteration: 3 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005153179168701172 || Total time:18.5369713306427 Iteration: 4 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005071163177490234 || Total time:18.54204249382019 Iteration: 5 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.00503087043762207 || Total time:18.547073364257812 Iteration: 6 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005197048187255859 || Total time:18.55227041244507 Iteration: 7 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005085945129394531 || Total time:18.557356357574463 Iteration: 8 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005257129669189453 || Total time:18.562613487243652 Iteration: 9 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005259037017822266 || Total time:18.567872524261475 Iteration: 10 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.0052411556243896484 || Total time:18.573113679885864 Iteration: 11 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.005758047103881836 || Total time:18.578871726989746 Iteration: 12 || Clusters count: 1 || Log posterior: -233079.47548629093 || Iter Time:0.0058329105377197266 || Total time:18.584704637527466 Iteration: 13 || Clusters count: 2 || Log posterior: -232858.61787990754 || Iter Time:3.8210089206695557 || Total time:22.40571355819702 Iteration: 14 || Clusters count: 2 || Log posterior: -232849.48389200025 || Iter Time:0.0057718753814697266 || Total time:22.41148543357849 Iteration: 15 || Clusters count: 2 || Log posterior: -232824.69600490754 || Iter Time:0.005795955657958984 || Total time:22.41728138923645 Iteration: 16 || Clusters count: 2 || Log posterior: -232848.63928774957 || Iter Time:0.005684852600097656 || Total time:22.422966241836548 Iteration: 17 || Clusters count: 2 || Log posterior: -232846.62027341308 || Iter Time:0.00609898567199707 || Total time:22.429065227508545 Iteration: 18 || Clusters count: 2 || Log posterior: -232862.47964841308 || Iter Time:0.0057489871978759766 || Total time:22.43481421470642 Iteration: 19 || Clusters count: 2 || Log posterior: -232847.50379403168 || Iter Time:0.0057239532470703125 || Total time:22.44053816795349 Iteration: 20 || Clusters count: 2 || Log posterior: -232752.64523984733 || Iter Time:3.4021599292755127 || Total time:25.842698097229004 Loading and distributing data: 0.000896 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233081.83301756904 || Iter Time:0.03666400909423828 || Total time:25.879362106323242 Iteration: 22 || Clusters count: 2 || Log posterior: -233054.60496621678 || Iter Time:0.0514521598815918 || Total time:25.930814266204834 Iteration: 23 || Clusters count: 2 || Log posterior: -233009.65358355825 || Iter Time:0.005769014358520508 || Total time:25.936583280563354 Iteration: 24 || Clusters count: 2 || Log posterior: -232991.38096621766 || Iter Time:0.00569915771484375 || Total time:25.9422824382782 Iteration: 25 || Clusters count: 2 || Log posterior: -233002.0810746437 || Iter Time:0.005828857421875 || Total time:25.948111295700073 Iteration: 26 || Clusters count: 2 || Log posterior: -233007.6562588973 || Iter Time:0.00580596923828125 || Total time:25.953917264938354 Iteration: 27 || Clusters count: 2 || Log posterior: -232982.04288418242 || Iter Time:0.00611114501953125 || Total time:25.960028409957886 Iteration: 28 || Clusters count: 3 || Log posterior: -232535.55915886228 || Iter Time:0.007578849792480469 || Total time:25.967607259750366 Iteration: 29 || Clusters count: 3 || Log posterior: -232460.5923455175 || Iter Time:0.0062389373779296875 || Total time:25.973846197128296 Iteration: 30 || Clusters count: 3 || Log posterior: -232462.0209945578 || Iter Time:0.006195068359375 || Total time:25.98004126548767 Iteration: 31 || Clusters count: 3 || Log posterior: -232437.0137319264 || Iter Time:0.006187915802001953 || Total time:25.986229181289673 Iteration: 32 || Clusters count: 3 || Log posterior: -232414.89598991137 || Iter Time:0.006206035614013672 || Total time:25.992435216903687 Iteration: 33 || Clusters count: 3 || Log posterior: -232423.87962097826 || Iter Time:0.006200075149536133 || Total time:25.998635292053223 Iteration: 34 || Clusters count: 3 || Log posterior: -232421.18749406812 || Iter Time:0.006278038024902344 || Total time:26.004913330078125 Iteration: 35 || Clusters count: 3 || Log posterior: -232384.3053020841 || Iter Time:0.0063571929931640625 || Total time:26.01127052307129 Iteration: 36 || Clusters count: 3 || Log posterior: -232403.95047717326 || Iter Time:0.0063860416412353516 || Total time:26.017656564712524 Iteration: 37 || Clusters count: 4 || Log posterior: -232097.4567039913 || Iter Time:0.008041143417358398 || Total time:26.025697708129883 Iteration: 38 || Clusters count: 4 || Log posterior: -232078.15958218498 || Iter Time:0.006494045257568359 || Total time:26.03219175338745 Iteration: 39 || Clusters count: 4 || Log posterior: -232047.9036855544 || Iter Time:0.006429910659790039 || Total time:26.03862166404724 Iteration: 40 || Clusters count: 4 || Log posterior: -232047.51719981947 || Iter Time:0.006591081619262695 || Total time:26.045212745666504 Iteration: 41 || Clusters count: 4 || Log posterior: -231968.40721385257 || Iter Time:0.006392002105712891 || Total time:26.051604747772217 Loading and distributing data: 0.000849 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262166.4187416762 || Iter Time:0.006659984588623047 || Total time:26.05826473236084 Iteration: 43 || Clusters count: 5 || Log posterior: -261790.20399698717 || Iter Time:0.007425069808959961 || Total time:26.0656898021698 Iteration: 44 || Clusters count: 5 || Log posterior: -261706.8060916408 || Iter Time:0.006742954254150391 || Total time:26.07243275642395 Iteration: 45 || Clusters count: 5 || Log posterior: -261719.32681269708 || Iter Time:0.006797075271606445 || Total time:26.079229831695557 Iteration: 46 || Clusters count: 5 || Log posterior: -261720.63955077663 || Iter Time:0.006757974624633789 || Total time:26.08598780632019 Iteration: 47 || Clusters count: 5 || Log posterior: -261710.9883379683 || Iter Time:0.00675201416015625 || Total time:26.092739820480347 Iteration: 48 || Clusters count: 5 || Log posterior: -261724.77449957395 || Iter Time:0.006757020950317383 || Total time:26.099496841430664 Iteration: 49 || Clusters count: 5 || Log posterior: -261708.4458735692 || Iter Time:0.006752967834472656 || Total time:26.106249809265137 Iteration: 50 || Clusters count: 5 || Log posterior: -261724.32673209047 || Iter Time:0.006731986999511719 || Total time:26.11298179626465 Iteration: 51 || Clusters count: 5 || Log posterior: -261711.1972743603 || Iter Time:0.006707906723022461 || Total time:26.11968970298767 Iteration: 52 || Clusters count: 6 || Log posterior: -261511.83593692753 || Iter Time:0.007841110229492188 || Total time:26.127530813217163 Iteration: 53 || Clusters count: 6 || Log posterior: -261493.36403912795 || Iter Time:0.0069980621337890625 || Total time:26.134528875350952 Iteration: 54 || Clusters count: 7 || Log posterior: -261283.91692376827 || Iter Time:0.008581876754760742 || Total time:26.143110752105713 Iteration: 55 || Clusters count: 7 || Log posterior: -261230.24294306996 || Iter Time:0.007230043411254883 || Total time:26.150340795516968 Iteration: 56 || Clusters count: 7 || Log posterior: -261220.93772095023 || Iter Time:0.0074498653411865234 || Total time:26.157790660858154 Iteration: 57 || Clusters count: 7 || Log posterior: -261207.904407564 || Iter Time:0.0399930477142334 || Total time:26.197783708572388 Iteration: 58 || Clusters count: 7 || Log posterior: -261187.4430169872 || Iter Time:1.0209529399871826 || Total time:27.21873664855957 Iteration: 59 || Clusters count: 8 || Log posterior: -260982.29973028172 || Iter Time:0.01005697250366211 || Total time:27.228793621063232 Iteration: 60 || Clusters count: 8 || Log posterior: -260920.00648997255 || Iter Time:0.008880138397216797 || Total time:27.23767375946045 Iteration: 61 || Clusters count: 8 || Log posterior: -260942.10366671107 || Iter Time:0.00872802734375 || Total time:27.2464017868042 Iteration: 62 || Clusters count: 8 || Log posterior: -260813.0198820647 || Iter Time:0.00831294059753418 || Total time:27.254714727401733 Loading and distributing data: 0.000843 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260793.17856255648 || Iter Time:0.00861501693725586 || Total time:27.26332974433899 Iteration: 64 || Clusters count: 8 || Log posterior: -260641.34476455365 || Iter Time:0.008272886276245117 || Total time:27.271602630615234 Iteration: 65 || Clusters count: 8 || Log posterior: -260618.5090774371 || Iter Time:0.008355855941772461 || Total time:27.279958486557007 Iteration: 66 || Clusters count: 8 || Log posterior: -260590.23964377493 || Iter Time:0.008449077606201172 || Total time:27.288407564163208 Iteration: 67 || Clusters count: 8 || Log posterior: -260599.87667985598 || Iter Time:0.008579015731811523 || Total time:27.29698657989502 Iteration: 68 || Clusters count: 8 || Log posterior: -260594.11870769522 || Iter Time:0.008344888687133789 || Total time:27.305331468582153 Iteration: 69 || Clusters count: 10 || Log posterior: -260098.34179070868 || Iter Time:0.010790109634399414 || Total time:27.316121578216553 Iteration: 70 || Clusters count: 10 || Log posterior: -260014.3387764822 || Iter Time:0.009051084518432617 || Total time:27.325172662734985 Iteration: 71 || Clusters count: 10 || Log posterior: -260005.5203321019 || Iter Time:0.028347015380859375 || Total time:27.353519678115845 Iteration: 72 || Clusters count: 10 || Log posterior: -260000.8406297646 || Iter Time:0.009328842163085938 || Total time:27.36284852027893 Iteration: 73 || Clusters count: 10 || Log posterior: -259982.21386829208 || Iter Time:0.00893712043762207 || Total time:27.371785640716553 Iteration: 74 || Clusters count: 11 || Log posterior: -259953.61040742998 || Iter Time:0.010010004043579102 || Total time:27.381795644760132 Iteration: 75 || Clusters count: 11 || Log posterior: -259780.3150652033 || Iter Time:0.025279998779296875 || Total time:27.40707564353943 Iteration: 76 || Clusters count: 12 || Log posterior: -259582.82996986443 || Iter Time:0.010579109191894531 || Total time:27.417654752731323 Iteration: 77 || Clusters count: 13 || Log posterior: -259251.63121782188 || Iter Time:0.010746955871582031 || Total time:27.428401708602905 Iteration: 78 || Clusters count: 13 || Log posterior: -259227.05979165528 || Iter Time:0.010127067565917969 || Total time:27.438528776168823 Iteration: 79 || Clusters count: 13 || Log posterior: -259209.82698667617 || Iter Time:0.010059118270874023 || Total time:27.448587894439697 Iteration: 80 || Clusters count: 13 || Log posterior: -259204.1748802546 || Iter Time:0.010061025619506836 || Total time:27.458648920059204 Iteration: 81 || Clusters count: 13 || Log posterior: -259255.73642707785 || Iter Time:0.010035991668701172 || Total time:27.468684911727905 Iteration: 82 || Clusters count: 13 || Log posterior: -259219.59975444415 || Iter Time:0.023530006408691406 || Total time:27.492214918136597 Iteration: 83 || Clusters count: 13 || Log posterior: -259167.74147879396 || Iter Time:0.009495019912719727 || Total time:27.501709938049316 Loading and distributing data: 0.000814 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258566.53562487458 || Iter Time:0.011674880981445312 || Total time:27.51338481903076 Iteration: 85 || Clusters count: 14 || Log posterior: -258341.96672181788 || Iter Time:0.011106014251708984 || Total time:27.52449083328247 Iteration: 86 || Clusters count: 14 || Log posterior: -258300.3734495194 || Iter Time:0.010990142822265625 || Total time:27.535480976104736 Iteration: 87 || Clusters count: 14 || Log posterior: -258285.8896075686 || Iter Time:0.011024951934814453 || Total time:27.54650592803955 Iteration: 88 || Clusters count: 14 || Log posterior: -258285.7875031337 || Iter Time:0.011034011840820312 || Total time:27.55753993988037 Iteration: 89 || Clusters count: 14 || Log posterior: -258296.39132382898 || Iter Time:0.011687994003295898 || Total time:27.569227933883667 Iteration: 90 || Clusters count: 15 || Log posterior: -257874.6101590988 || Iter Time:0.017200946807861328 || Total time:27.58642888069153 Iteration: 91 || Clusters count: 16 || Log posterior: -257546.4284466099 || Iter Time:0.013264179229736328 || Total time:27.599693059921265 Iteration: 92 || Clusters count: 17 || Log posterior: -257158.12865434028 || Iter Time:0.013775110244750977 || Total time:27.613468170166016 Iteration: 93 || Clusters count: 17 || Log posterior: -257126.80488748886 || Iter Time:0.013243913650512695 || Total time:27.62671208381653 Iteration: 94 || Clusters count: 17 || Log posterior: -257123.9557915643 || Iter Time:0.013119935989379883 || Total time:27.639832019805908 Iteration: 95 || Clusters count: 17 || Log posterior: -257118.14385802732 || Iter Time:0.017136812210083008 || Total time:27.65696883201599 Iteration: 96 || Clusters count: 17 || Log posterior: -257124.01237252107 || Iter Time:0.013944864273071289 || Total time:27.670913696289062 Iteration: 97 || Clusters count: 17 || Log posterior: -257109.3020781355 || Iter Time:0.013888120651245117 || Total time:27.684801816940308 Iteration: 98 || Clusters count: 17 || Log posterior: -257115.40171395504 || Iter Time:0.013570070266723633 || Total time:27.69837188720703 Iteration: 99 || Clusters count: 17 || Log posterior: -257126.9050341035 || Iter Time:0.014940977096557617 || Total time:27.71331286430359 Iteration: 100 || Clusters count: 17 || Log posterior: -257117.64432779653 || Iter Time:0.018486976623535156 || Total time:27.731799840927124 Iteration: 101 || Clusters count: 18 || Log posterior: -256790.36332878 || Iter Time:0.016038894653320312 || Total time:27.747838735580444 Iteration: 102 || Clusters count: 18 || Log posterior: -256773.78635855153 || Iter Time:0.01513981819152832 || Total time:27.762978553771973 Iteration: 103 || Clusters count: 18 || Log posterior: -256771.64528176052 || Iter Time:0.019467830657958984 || Total time:27.78244638442993 Iteration: 104 || Clusters count: 18 || Log posterior: -256764.17844473541 || Iter Time:0.014107942581176758 || Total time:27.79655432701111 Loading and distributing data: 0.000823 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -257043.78519964757 || Iter Time:0.016090869903564453 || Total time:27.812645196914673 Iteration: 106 || Clusters count: 18 || Log posterior: -257004.3201985891 || Iter Time:0.019858121871948242 || Total time:27.83250331878662 Iteration: 107 || Clusters count: 18 || Log posterior: -256994.95570288677 || Iter Time:0.018147945404052734 || Total time:27.850651264190674 Iteration: 108 || Clusters count: 18 || Log posterior: -256995.77978772504 || Iter Time:0.018485069274902344 || Total time:27.869136333465576 Iteration: 109 || Clusters count: 18 || Log posterior: -256974.03249849274 || Iter Time:0.022701025009155273 || Total time:27.89183735847473 Iteration: 110 || Clusters count: 19 || Log posterior: -256690.61742220557 || Iter Time:0.019903898239135742 || Total time:27.911741256713867 Iteration: 111 || Clusters count: 19 || Log posterior: -256659.11748329297 || Iter Time:0.019105911254882812 || Total time:27.93084716796875 Iteration: 112 || Clusters count: 19 || Log posterior: -256649.4507033431 || Iter Time:0.02255702018737793 || Total time:27.953404188156128 Iteration: 113 || Clusters count: 19 || Log posterior: -256657.1287041458 || Iter Time:0.018791913986206055 || Total time:27.972196102142334 Iteration: 114 || Clusters count: 19 || Log posterior: -256658.13000392466 || Iter Time:0.019099950790405273 || Total time:27.99129605293274 Iteration: 115 || Clusters count: 19 || Log posterior: -256657.15917300456 || Iter Time:0.022938966751098633 || Total time:28.014235019683838 Iteration: 116 || Clusters count: 20 || Log posterior: -256371.92055190913 || Iter Time:0.020975828170776367 || Total time:28.035210847854614 Iteration: 117 || Clusters count: 20 || Log posterior: -256332.68460778752 || Iter Time:0.02059197425842285 || Total time:28.055802822113037 Iteration: 118 || Clusters count: 20 || Log posterior: -256334.82325492764 || Iter Time:0.024221181869506836 || Total time:28.080024003982544 Iteration: 119 || Clusters count: 20 || Log posterior: -256342.7471808155 || Iter Time:0.020444154739379883 || Total time:28.100468158721924 Iteration: 120 || Clusters count: 20 || Log posterior: -256328.09384766908 || Iter Time:0.02349400520324707 || Total time:28.12396216392517 Iteration: 121 || Clusters count: 20 || Log posterior: -256338.63859247396 || Iter Time:0.023869991302490234 || Total time:28.14783215522766 Iteration: 122 || Clusters count: 20 || Log posterior: -256332.27789711795 || Iter Time:0.022796154022216797 || Total time:28.170628309249878 Iteration: 123 || Clusters count: 20 || Log posterior: -256331.5750601247 || Iter Time:0.02500295639038086 || Total time:28.19563126564026 Iteration: 124 || Clusters count: 20 || Log posterior: -256335.37372159565 || Iter Time:0.021450042724609375 || Total time:28.217081308364868 Iteration: 125 || Clusters count: 20 || Log posterior: -256325.98037510956 || Iter Time:0.020461082458496094 || Total time:28.237542390823364 Loading and distributing data: 0.000833 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -256326.39522543328 || Iter Time:0.025729894638061523 || Total time:28.263272285461426 Iteration: 127 || Clusters count: 20 || Log posterior: -256303.133713443 || Iter Time:0.02190995216369629 || Total time:28.285182237625122 Iteration: 128 || Clusters count: 20 || Log posterior: -256307.65506486225 || Iter Time:0.02518486976623535 || Total time:28.310367107391357 Iteration: 129 || Clusters count: 20 || Log posterior: -256318.36073549322 || Iter Time:0.023285865783691406 || Total time:28.33365297317505 Iteration: 130 || Clusters count: 20 || Log posterior: -256311.4740206472 || Iter Time:0.02220296859741211 || Total time:28.35585594177246 Iteration: 131 || Clusters count: 20 || Log posterior: -256298.49400833703 || Iter Time:0.028028011322021484 || Total time:28.383883953094482 Iteration: 132 || Clusters count: 20 || Log posterior: -256303.41273860598 || Iter Time:0.02466583251953125 || Total time:28.408549785614014 Iteration: 133 || Clusters count: 20 || Log posterior: -256305.2445894915 || Iter Time:0.027695894241333008 || Total time:28.436245679855347 Iteration: 134 || Clusters count: 20 || Log posterior: -256305.63986889433 || Iter Time:0.024783849716186523 || Total time:28.461029529571533 Iteration: 135 || Clusters count: 20 || Log posterior: -256308.4763454174 || Iter Time:0.02489614486694336 || Total time:28.485925674438477 Iteration: 136 || Clusters count: 20 || Log posterior: -256314.37831652033 || Iter Time:0.027933120727539062 || Total time:28.513858795166016 Iteration: 137 || Clusters count: 20 || Log posterior: -256296.11651117977 || Iter Time:0.024466991424560547 || Total 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time:28.725436449050903 Iteration: 145 || Clusters count: 20 || Log posterior: -256298.25675163718 || Iter Time:0.0289151668548584 || Total time:28.75435161590576 Iteration: 146 || Clusters count: 20 || Log posterior: -256298.25675163718 || Iter Time:0.02390599250793457 || Total time:28.778257608413696 Loading and distributing data: 0.000720 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256139.0364023248 || Iter Time:0.02892613410949707 || Total time:28.807183742523193 Iteration: 148 || Clusters count: 20 || Log posterior: -256103.15921848864 || Iter Time:0.024909019470214844 || Total time:28.832092761993408 Iteration: 149 || Clusters count: 20 || Log posterior: -256093.80047962817 || Iter Time:0.02444601058959961 || Total time:28.856538772583008 Iteration: 150 || Clusters count: 20 || Log posterior: -256083.31635154336 || Iter Time:0.027762889862060547 || Total time:28.88430166244507 Iteration: 151 || Clusters count: 20 || Log posterior: -256088.20057978152 || Iter Time:0.02447199821472168 || Total time:28.90877366065979 Iteration: 152 || Clusters count: 20 || Log posterior: -256074.52220296348 || Iter Time:0.028512954711914062 || Total time:28.937286615371704 Iteration: 153 || Clusters count: 20 || Log posterior: -256087.5084014261 || Iter Time:0.024424076080322266 || Total time:28.961710691452026 Iteration: 154 || Clusters count: 20 || Log posterior: -256080.1225615886 || Iter Time:0.024428844451904297 || Total time:28.98613953590393 Iteration: 155 || Clusters count: 20 || Log posterior: -256088.55760398673 || Iter Time:0.027642011642456055 || Total time:29.013781547546387 Iteration: 156 || Clusters count: 20 || Log posterior: -256088.49471590435 || Iter Time:0.024582862854003906 || Total time:29.03836441040039 Iteration: 157 || Clusters count: 20 || Log posterior: -256082.68886028562 || Iter Time:0.027185916900634766 || Total time:29.065550327301025 Iteration: 158 || Clusters count: 20 || Log posterior: -256074.93221279574 || Iter Time:0.024445056915283203 || Total time:29.08999538421631 Iteration: 159 || Clusters count: 20 || Log posterior: -256084.1636673954 || Iter Time:0.027309894561767578 || Total time:29.117305278778076 Iteration: 160 || Clusters count: 20 || Log posterior: -256084.94425902734 || Iter Time:0.024203062057495117 || Total time:29.14150834083557 Iteration: 161 || Clusters count: 20 || Log posterior: -256077.31110883344 || Iter Time:0.024053096771240234 || Total time:29.16556143760681 Iteration: 162 || Clusters count: 20 || Log posterior: -256085.03764590676 || Iter Time:0.028846025466918945 || Total time:29.19440746307373 Iteration: 163 || Clusters count: 20 || Log posterior: -256081.046834197 || Iter Time:0.025661945343017578 || Total time:29.220069408416748 Iteration: 164 || Clusters count: 20 || Log posterior: -256086.71487597947 || Iter Time:0.028996944427490234 || Total time:29.24906635284424 Iteration: 165 || Clusters count: 20 || Log posterior: -256082.49655141545 || Iter Time:0.025867938995361328 || Total time:29.2749342918396 Iteration: 166 || Clusters count: 20 || Log posterior: -256074.44949866043 || Iter Time:0.028892040252685547 || Total time:29.303826332092285 Iteration: 167 || Clusters count: 20 || Log posterior: -256074.44949866043 || Iter Time:0.023541927337646484 || Total time:29.32736825942993 Loading and distributing data: 0.000773 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256220.86819209048 || Iter Time:0.025296926498413086 || Total time:29.352665185928345 Iteration: 169 || Clusters count: 20 || Log posterior: -256160.28284072765 || Iter Time:0.027720928192138672 || Total time:29.380386114120483 Iteration: 170 || Clusters count: 20 || Log posterior: -256159.96540557322 || Iter Time:0.02400994300842285 || Total time:29.404396057128906 Iteration: 171 || Clusters count: 20 || Log posterior: -256161.8888556093 || Iter Time:0.027158021926879883 || Total 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time:29.784865856170654 Iteration: 186 || Clusters count: 20 || Log posterior: -256151.6860770536 || Iter Time:0.0286409854888916 || Total time:29.813506841659546 Iteration: 187 || Clusters count: 20 || Log posterior: -256155.3401832025 || Iter Time:0.025049924850463867 || Total time:29.83855676651001 Iteration: 188 || Clusters count: 20 || Log posterior: -256150.02290454612 || Iter Time:0.026488065719604492 || Total time:29.865044832229614 Loading and distributing data: 0.000816 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256347.3236275145 || Iter Time:0.0243990421295166 || Total time:29.88944387435913 Iteration: 190 || Clusters count: 20 || Log posterior: -256328.36608183314 || Iter Time:0.0261688232421875 || Total time:29.91561269760132 Iteration: 191 || Clusters count: 20 || Log posterior: -256328.3222731431 || Iter Time:0.0232999324798584 || Total time:29.938912630081177 Iteration: 192 || Clusters count: 20 || Log posterior: -256323.03698940107 || Iter Time:0.022763967514038086 || Total time:29.961676597595215 Iteration: 193 || Clusters count: 20 || Log posterior: -256321.50518935724 || Iter Time:0.02604198455810547 || Total time:29.98771858215332 Iteration: 194 || Clusters count: 20 || Log posterior: -256323.71543333746 || Iter Time:0.022745132446289062 || Total time:30.01046371459961 Iteration: 195 || Clusters count: 20 || Log posterior: -256324.0345566799 || Iter Time:0.026098012924194336 || Total time:30.036561727523804 Iteration: 196 || Clusters count: 20 || Log posterior: -256334.94571929524 || Iter Time:0.023147106170654297 || Total time:30.059708833694458 Iteration: 197 || Clusters count: 20 || Log posterior: -256333.32026408307 || Iter Time:0.022897958755493164 || Total time:30.08260679244995 Iteration: 198 || Clusters count: 20 || Log posterior: -256324.33865332775 || Iter Time:0.026187896728515625 || Total time:30.108794689178467 Iteration: 199 || Clusters count: 20 || Log posterior: -256316.70199098825 || Iter Time:0.023565053939819336 || Total time:30.132359743118286 Iteration: 200 || Clusters count: 20 || Log posterior: -256317.64360597765 || Iter Time:0.026446104049682617 || Total time:30.15880584716797 Iteration: 201 || Clusters count: 20 || Log posterior: -256323.33228228145 || Iter Time:0.023283958435058594 || Total time:30.182089805603027 Iteration: 202 || Clusters count: 20 || Log posterior: -256324.09472942897 || Iter Time:0.02351093292236328 || Total time:30.20560073852539 Iteration: 203 || Clusters count: 20 || Log posterior: -256323.34811489555 || Iter Time:0.027386188507080078 || Total time:30.23298692703247 Iteration: 204 || Clusters count: 20 || Log posterior: -256320.4983677416 || Iter Time:0.02622199058532715 || Total time:30.259208917617798 Iteration: 205 || Clusters count: 20 || Log posterior: -256319.27906783688 || Iter Time:0.029716968536376953 || Total time:30.288925886154175 Iteration: 206 || Clusters count: 20 || Log posterior: -256326.2170889477 || Iter Time:0.02692580223083496 || Total time:30.31585168838501 Iteration: 207 || Clusters count: 20 || Log posterior: -256326.2170889477 || Iter Time:0.02994990348815918 || Total time:30.34580159187317 Iteration: 208 || Clusters count: 20 || Log posterior: -256329.6257657134 || Iter Time:0.026580810546875 || Total time:30.372382402420044 Iteration: 209 || Clusters count: 20 || Log posterior: -256313.30810301506 || Iter Time:0.024126052856445312 || Total time:30.39650845527649 NMI: 0.7988222005957788 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.9s [28384, 79105, 45103, 28530, 21815, 77025, 104115, 15043, 13483, 14897, 44256, 11431, 2093, 202924, 33502, 8740, 4094, 1805, 165724, 97931] Loading and distributing data: 0.000202 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:5.072551965713501 || Total time:5.072551965713501 Iteration: 1 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0023670196533203125 || Total time:5.074918985366821 Iteration: 2 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0014050006866455078 || Total time:5.076323986053467 Iteration: 3 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0012969970703125 || Total time:5.077620983123779 Iteration: 4 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0012900829315185547 || Total time:5.078911066055298 Iteration: 5 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0013401508331298828 || Total time:5.080251216888428 Iteration: 6 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0013229846954345703 || Total time:5.081574201583862 Iteration: 7 || Clusters count: 1 || Log posterior: -7038.613252398662 || Iter Time:0.0013170242309570312 || Total time:5.082891225814819 Iteration: 8 || Clusters count: 2 || Log posterior: -6495.070432424458 || Iter Time:0.2013261318206787 || Total time:5.284217357635498 Iteration: 9 || Clusters count: 2 || Log posterior: -6493.129766308595 || Iter Time:0.001956939697265625 || Total time:5.286174297332764 Iteration: 10 || Clusters count: 2 || Log posterior: -6488.768565186972 || Iter Time:0.001669168472290039 || Total time:5.287843465805054 Iteration: 11 || Clusters count: 2 || Log posterior: -6503.123385394169 || Iter Time:0.0017800331115722656 || Total time:5.289623498916626 Iteration: 12 || Clusters count: 2 || Log posterior: -6499.215823613309 || Iter Time:0.001775979995727539 || Total time:5.2913994789123535 Iteration: 13 || Clusters count: 2 || Log posterior: -6518.701156032768 || Iter Time:0.0017540454864501953 || Total time:5.293153524398804 Iteration: 14 || Clusters count: 2 || Log posterior: -6500.456230215147 || Iter Time:0.0016748905181884766 || Total time:5.294828414916992 Iteration: 15 || Clusters count: 2 || Log posterior: -6492.8889619214115 || Iter Time:0.0016779899597167969 || Total time:5.296506404876709 Iteration: 16 || Clusters count: 2 || Log posterior: -6488.091593066427 || Iter Time:0.0016970634460449219 || Total time:5.298203468322754 Iteration: 17 || Clusters count: 2 || Log posterior: -6495.529651064315 || Iter Time:0.002282857894897461 || Total time:5.300486326217651 Iteration: 18 || Clusters count: 4 || Log posterior: -5977.736470034471 || Iter Time:0.018351078033447266 || Total time:5.318837404251099 Iteration: 19 || Clusters count: 4 || Log posterior: -5977.540629869889 || Iter Time:0.002835988998413086 || Total time:5.321673393249512 Iteration: 20 || Clusters count: 4 || Log posterior: -5989.441280131262 || Iter Time:0.002585172653198242 || Total time:5.32425856590271 Iteration: 21 || Clusters count: 4 || Log posterior: -5978.830061942266 || Iter Time:0.0034029483795166016 || Total time:5.327661514282227 Iteration: 22 || Clusters count: 4 || Log posterior: -5986.391249033835 || Iter Time:0.0026078224182128906 || Total time:5.3302693367004395 Iteration: 23 || Clusters count: 4 || Log posterior: -5972.767980249717 || Iter Time:0.002437114715576172 || Total time:5.332706451416016 Iteration: 24 || Clusters count: 4 || Log posterior: -5983.174924349409 || Iter Time:0.002650022506713867 || Total time:5.3353564739227295 Iteration: 25 || Clusters count: 4 || Log posterior: -5994.775673221582 || Iter Time:0.002413034439086914 || Total time:5.337769508361816 Iteration: 26 || Clusters count: 4 || Log posterior: -5979.679005213998 || Iter Time:0.0025060176849365234 || Total time:5.340275526046753 Iteration: 27 || Clusters count: 4 || Log posterior: -5992.095286009174 || Iter Time:0.002444028854370117 || Total time:5.342719554901123 Iteration: 28 || Clusters count: 5 || Log posterior: -5864.261128898174 || Iter Time:0.004209995269775391 || Total time:5.346929550170898 Iteration: 29 || Clusters count: 6 || Log posterior: -5850.686430586295 || Iter Time:0.004765033721923828 || Total time:5.351694583892822 Iteration: 30 || Clusters count: 6 || Log posterior: -5685.814203617301 || Iter Time:1.4907431602478027 || Total time:6.842437744140625 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000339 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5525.908114192815 || Iter Time:0.03459310531616211 || Total time:6.877030849456787 Iteration: 32 || Clusters count: 6 || Log posterior: -5465.044337298735 || Iter Time:0.0064449310302734375 || Total time:6.8834757804870605 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4513.250151505447 || Iter Time:0.0037920475006103516 || Total time:6.887267827987671 Iteration: 34 || Clusters count: 6 || Log posterior: -4448.826416639184 || Iter Time:0.006108999252319336 || Total time:6.89337682723999 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4200.717437065442 || Iter Time:0.00362396240234375 || Total time:6.897000789642334 Iteration: 36 || Clusters count: 6 || Log posterior: -4150.736882805946 || Iter Time:0.006240129470825195 || Total time:6.903240919113159 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4177.195571646424 || Iter Time:0.003641843795776367 || Total time:6.9068827629089355 Iteration: 38 || Clusters count: 6 || Log posterior: -4144.456428849555 || Iter Time:0.006146907806396484 || Total time:6.913029670715332 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4170.361575088579 || Iter Time:0.0038421154022216797 || Total time:6.916871786117554 Iteration: 40 || Clusters count: 6 || Log posterior: -4121.501549014802 || Iter Time:0.1085200309753418 || Total time:7.0253918170928955 Loading and distributing data: 0.000130 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -3978.9874672090014 || Iter Time:0.004805088043212891 || Total time:7.030196905136108 Iteration: 42 || Clusters count: 7 || Log posterior: -3913.938841885527 || Iter Time:0.007148027420043945 || Total time:7.037344932556152 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 43 || 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|| Clusters count: 9 || Log posterior: -3771.7535147409285 || Iter Time:0.011832952499389648 || Total time:7.186259984970093 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -3804.3485369242003 || Iter Time:0.007807016372680664 || Total time:7.194067001342773 Iteration: 62 || Clusters count: 9 || Log posterior: -3767.8492805435744 || Iter Time:0.012025117874145508 || Total time:7.206092119216919 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -3825.9989067926786 || Iter Time:0.007668972015380859 || Total time:7.2137610912323 Iteration: 64 || Clusters count: 9 || Log posterior: -3784.705841295366 || Iter Time:0.012419939041137695 || Total time:7.2261810302734375 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -3819.9287586723844 || Iter 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Iteration: 387 || Clusters count: 17 || Log posterior: -3608.6543309661856 || Iter Time:0.01596212387084961 || Total time:12.188724279403687 Iteration: 388 || Clusters count: 17 || Log posterior: -3581.518424489176 || Iter Time:0.02139592170715332 || Total time:12.21012020111084 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 389 || Clusters count: 17 || Log posterior: -3585.946959806391 || Iter Time:0.01696610450744629 || Total time:12.227086305618286 Iteration: 390 || Clusters count: 17 || Log posterior: -3558.889593586577 || Iter Time:0.021983861923217773 || Total time:12.249070167541504 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 18 || Log posterior: -3574.8682562408917 || Iter Time:0.017007112503051758 || Total time:12.266077280044556 Iteration: 392 || Clusters count: 17 || Log posterior: -3562.200125230575 || Iter Time:0.024532079696655273 || Total time:12.290609359741211 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Iteration: 481 || Clusters count: 17 || Log posterior: -3619.558653929505 || Iter Time:0.01643991470336914 || Total time:13.989674091339111 Iteration: 482 || Clusters count: 17 || Log posterior: -3605.1108036217065 || Iter Time:0.022839069366455078 || Total time:14.012513160705566 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 483 || Clusters count: 18 || Log posterior: -3605.0062598330405 || Iter Time:0.016999006271362305 || Total time:14.029512166976929 Iteration: 484 || Clusters count: 17 || Log posterior: -3590.5765970299335 || Iter Time:0.022461891174316406 || Total time:14.051974058151245 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 485 || Clusters count: 17 || Log posterior: -3640.6801119282945 || Iter Time:0.03286099433898926 || Total time:14.084835052490234 Iteration: 486 || Clusters count: 17 || Log posterior: -3627.067446326023 || Iter Time:0.021094799041748047 || Total 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Iteration: 1331 || Clusters count: 16 || Log posterior: -3647.720120495335 || Iter Time:0.013777017593383789 || Total time:29.955223083496094 Iteration: 1332 || Clusters count: 16 || Log posterior: -3603.4007698909136 || Iter Time:0.0197141170501709 || Total time:29.974937200546265 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 16 || Log posterior: -3630.696760804161 || Iter Time:0.014203071594238281 || Total time:29.989140272140503 Iteration: 1334 || Clusters count: 16 || Log posterior: -3606.297660266014 || Iter Time:0.01915907859802246 || Total time:30.008299350738525 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 16 || Log posterior: -3590.96654512107 || Iter Time:0.013910055160522461 || Total time:30.022209405899048 Iteration: 1336 || Clusters count: 16 || Log posterior: -3567.3762764018775 || Iter Time:0.020527124404907227 || Total 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Iteration: 1375 || Clusters count: 16 || Log posterior: -3665.4994623205403 || Iter Time:0.01491093635559082 || Total time:30.749393224716187 Iteration: 1376 || Clusters count: 16 || Log posterior: -3635.0265253468947 || Iter Time:0.0195310115814209 || Total time:30.768924236297607 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1377 || Clusters count: 16 || Log posterior: -3607.041194181616 || Iter Time:0.014136791229248047 || Total time:30.783061027526855 Iteration: 1378 || Clusters count: 16 || Log posterior: -3580.2328390745683 || Iter Time:0.037873029708862305 || Total time:30.820934057235718 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1379 || Clusters count: 16 || Log posterior: -3570.3111734293007 || Iter Time:0.014213085174560547 || Total time:30.83514714241028 Iteration: 1380 || Clusters count: 16 || Log posterior: -3543.471062977198 || Iter Time:0.019430875778198242 || Total 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Iteration: 1463 || Clusters count: 16 || Log posterior: -3599.4839981463824 || Iter Time:0.015926122665405273 || Total time:32.391010761260986 Iteration: 1464 || Clusters count: 16 || Log posterior: -3568.7153768246694 || Iter Time:0.022181034088134766 || Total time:32.41319179534912 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 16 || Log posterior: -3588.5593954216843 || Iter Time:0.0171201229095459 || Total time:32.43031191825867 Iteration: 1466 || Clusters count: 16 || Log posterior: -3555.1563720196186 || Iter Time:0.020379066467285156 || Total time:32.45069098472595 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 16 || Log posterior: -3626.5982464575477 || Iter Time:0.01578688621520996 || Total time:32.46647787094116 Iteration: 1468 || Clusters count: 16 || Log posterior: -3593.9870995402734 || Iter Time:0.02078104019165039 || Total 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Iteration: 1507 || Clusters count: 16 || Log posterior: -3613.5998596535624 || Iter Time:0.016468048095703125 || Total time:33.23727750778198 Iteration: 1508 || Clusters count: 16 || Log posterior: -3580.0061649909644 || Iter Time:0.02053689956665039 || Total time:33.25781440734863 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 16 || Log posterior: -3595.053739046581 || Iter Time:0.014899969100952148 || Total time:33.272714376449585 Iteration: 1510 || Clusters count: 16 || Log posterior: -3570.168509996603 || Iter Time:0.01962900161743164 || Total time:33.29234337806702 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 16 || Log posterior: -3611.5220747341946 || Iter Time:0.01390695571899414 || Total time:33.30625033378601 Iteration: 1512 || Clusters count: 16 || Log posterior: -3587.5005766046233 || Iter Time:0.01954507827758789 || Total 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-3594.758998744576 || Iter Time:0.020452022552490234 || Total time:34.24336099624634 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 16 || Log posterior: -3634.657746533607 || Iter Time:0.014304876327514648 || Total time:34.25766587257385 Iteration: 1564 || Clusters count: 16 || Log posterior: -3597.6457685595246 || Iter Time:0.01965188980102539 || Total time:34.27731776237488 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 16 || Log posterior: -3610.11527565357 || Iter Time:0.014367818832397461 || Total time:34.291685581207275 Iteration: 1566 || Clusters count: 16 || Log posterior: -3585.975609197062 || Iter Time:0.01989006996154785 || Total time:34.31157565116882 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 16 || Log posterior: -3634.763850714382 || Iter Time:0.014662981033325195 || Total 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Iteration: 1667 || Clusters count: 16 || Log posterior: -3598.4343342624493 || Iter Time:0.015947818756103516 || Total time:36.27366781234741 Iteration: 1668 || Clusters count: 16 || Log posterior: -3569.45433828134 || Iter Time:0.021309852600097656 || Total time:36.29497766494751 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1669 || Clusters count: 16 || Log posterior: -3585.322103439351 || Iter Time:0.016874074935913086 || Total time:36.31185173988342 Iteration: 1670 || Clusters count: 16 || Log posterior: -3567.6203638370453 || Iter Time:0.022339820861816406 || Total time:36.33419156074524 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1671 || Clusters count: 16 || Log posterior: -3580.3091335112795 || Iter Time:0.015523910522460938 || Total time:36.3497154712677 Iteration: 1672 || Clusters count: 16 || Log posterior: -3544.9440929544567 || Iter Time:0.02057790756225586 || Total 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Iteration: 1689 || Clusters count: 17 || Log posterior: -3606.589341488361 || Iter Time:0.015525102615356445 || Total time:36.69324040412903 Iteration: 1690 || Clusters count: 16 || Log posterior: -3574.4389415316627 || Iter Time:0.02078390121459961 || Total time:36.71402430534363 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 16 || Log posterior: -3609.8896272178804 || Iter Time:0.014580011367797852 || Total time:36.728604316711426 Iteration: 1692 || Clusters count: 16 || Log posterior: -3576.8478352784186 || Iter Time:0.019826889038085938 || Total time:36.74843120574951 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1693 || Clusters count: 16 || Log posterior: -3617.3667434834465 || Iter Time:0.016323089599609375 || Total time:36.76475429534912 Iteration: 1694 || Clusters count: 16 || Log posterior: -3581.514182714656 || Iter Time:0.020184993743896484 || Total 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Iteration: 1711 || Clusters count: 16 || Log posterior: -3573.9653699649 || Iter Time:0.016091108322143555 || Total time:37.124284505844116 Iteration: 1712 || Clusters count: 16 || Log posterior: -3548.9617091783907 || Iter Time:0.022489070892333984 || Total time:37.14677357673645 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1713 || Clusters count: 16 || Log posterior: -3641.433838818428 || Iter Time:0.017719030380249023 || Total time:37.1644926071167 Iteration: 1714 || Clusters count: 16 || Log posterior: -3613.476845443794 || Iter Time:0.022119998931884766 || Total time:37.186612606048584 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1715 || Clusters count: 16 || Log posterior: -3636.996841855301 || Iter Time:0.01674199104309082 || Total time:37.203354597091675 Iteration: 1716 || Clusters count: 16 || Log posterior: -3596.4891511340957 || Iter Time:0.02204298973083496 || Total 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Iteration: 1827 || Clusters count: 16 || Log posterior: -3607.5093375938554 || Iter Time:0.01497793197631836 || Total time:39.32457995414734 Iteration: 1828 || Clusters count: 16 || Log posterior: -3585.7584348248047 || Iter Time:0.02043294906616211 || Total time:39.3450129032135 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 16 || Log posterior: -3653.5698085451854 || Iter Time:0.0143890380859375 || Total time:39.35940194129944 Iteration: 1830 || Clusters count: 16 || Log posterior: -3614.122340675716 || Iter Time:0.019923925399780273 || Total time:39.37932586669922 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 16 || Log posterior: -3627.425132930696 || Iter Time:0.014225006103515625 || Total time:39.393550872802734 Iteration: 1832 || Clusters count: 16 || Log posterior: -3600.5239224881507 || Iter Time:0.020303964614868164 || Total time:39.4138548374176 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-3549.9377627408558 || Iter Time:0.02076101303100586 || Total time:39.936964988708496 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3556.392414652246 || Iter Time:0.014609098434448242 || Total time:39.951574087142944 Iteration: 1862 || Clusters count: 16 || Log posterior: -3546.3414493498176 || Iter Time:0.019520044326782227 || Total time:39.97109413146973 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3581.55666745881 || Iter Time:0.014921188354492188 || Total time:39.98601531982422 Iteration: 1864 || Clusters count: 16 || Log posterior: -3562.656108500786 || Iter Time:0.02016305923461914 || Total time:40.00617837905884 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3644.0073730821377 || Iter Time:0.03711700439453125 || 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count: 16 || Log posterior: -3667.1868993472503 || Iter Time:0.01478886604309082 || Total time:40.14817452430725 Iteration: 1872 || Clusters count: 16 || Log posterior: -3631.316273828238 || Iter Time:0.01989293098449707 || Total time:40.16806745529175 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 16 || Log posterior: -3637.6815051438266 || Iter Time:0.014381170272827148 || Total time:40.182448625564575 Iteration: 1874 || Clusters count: 16 || Log posterior: -3612.3192903670642 || Iter Time:0.02068305015563965 || Total time:40.203131675720215 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -3633.1339577636227 || Iter Time:0.015433788299560547 || Total time:40.218565464019775 Iteration: 1876 || Clusters count: 16 || Log posterior: -3608.304101274442 || Iter Time:0.020112037658691406 || Total time:40.23867750167847 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -3620.1347794613075 || Iter Time:0.016899824142456055 || Total time:40.25557732582092 Iteration: 1878 || Clusters count: 16 || Log posterior: -3607.393177346932 || Iter Time:0.021806001663208008 || Total time:40.27738332748413 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3649.4311137828204 || Iter Time:0.015363931655883789 || Total time:40.292747259140015 Iteration: 1880 || Clusters count: 16 || Log posterior: -3616.9779954104906 || Iter Time:0.020347118377685547 || Total time:40.3130943775177 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -3628.867471203322 || Iter Time:0.015023946762084961 || Total time:40.328118324279785 Iteration: 1882 || Clusters count: 16 || Log posterior: -3595.1431169350158 || Iter Time:0.020652055740356445 || Total time:40.34877038002014 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3553.2205317349103 || Iter Time:0.015789031982421875 || Total time:40.36455941200256 Iteration: 1884 || Clusters count: 16 || Log posterior: -3544.9644275836417 || Iter Time:0.02159714698791504 || Total time:40.38615655899048 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -3550.1781116336856 || Iter Time:0.01641988754272461 || Total time:40.4025764465332 Iteration: 1886 || Clusters count: 16 || Log posterior: -3534.1274993976713 || Iter Time:0.020272016525268555 || Total time:40.42284846305847 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3551.990756973337 || Iter Time:0.015364885330200195 || Total time:40.43821334838867 Iteration: 1888 || Clusters count: 16 || Log posterior: -3535.30797421375 || Iter Time:0.02072596549987793 || Total time:40.45893931388855 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3560.0978909985383 || Iter Time:0.016243934631347656 || Total time:40.4751832485199 Iteration: 1890 || Clusters count: 16 || Log posterior: -3540.4788552863847 || Iter Time:0.02056407928466797 || Total time:40.495747327804565 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3603.495363909202 || Iter Time:0.015095949172973633 || Total time:40.51084327697754 Iteration: 1892 || Clusters count: 16 || Log posterior: -3584.993457598827 || Iter Time:0.04178214073181152 || Total time:40.55262541770935 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -3608.4858082363967 || Iter Time:0.014907121658325195 || Total time:40.567532539367676 Iteration: 1894 || Clusters count: 16 || Log posterior: -3569.945868010603 || Iter Time:0.02032017707824707 || Total time:40.58785271644592 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -3652.8521163944856 || Iter Time:0.014852046966552734 || Total time:40.602704763412476 Iteration: 1896 || Clusters count: 16 || Log posterior: -3593.1961711794174 || Iter Time:0.020946025848388672 || Total time:40.623650789260864 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3665.147746437407 || Iter Time:0.014990091323852539 || Total time:40.63864088058472 Iteration: 1898 || Clusters count: 16 || Log posterior: -3639.5833802415973 || Iter Time:0.02057480812072754 || Total time:40.659215688705444 Loading and distributing 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Time:0.021650075912475586 || Total time:40.77375078201294 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 17 || Log posterior: -3605.859685958965 || Iter Time:0.015579938888549805 || Total time:40.78933072090149 Iteration: 1906 || Clusters count: 16 || Log posterior: -3588.5551913345976 || Iter Time:0.021147966384887695 || Total time:40.81047868728638 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3619.6484339832 || Iter Time:0.014648914337158203 || Total time:40.825127601623535 Iteration: 1908 || Clusters count: 16 || Log posterior: -3598.9635935574865 || Iter Time:0.020328044891357422 || Total time:40.84545564651489 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3655.171027978457 || Iter Time:0.015053033828735352 || Total time:40.86050868034363 Iteration: 1910 || Clusters count: 16 || Log posterior: -3621.715427315713 || Iter Time:0.020926952362060547 || Total time:40.88143563270569 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3657.0319527554234 || Iter Time:0.015987157821655273 || Total time:40.897422790527344 Iteration: 1912 || Clusters count: 16 || Log posterior: -3622.6395105114184 || Iter Time:0.02060103416442871 || Total time:40.91802382469177 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3706.2154192862954 || Iter Time:0.015956878662109375 || Total time:40.93398070335388 Iteration: 1914 || Clusters count: 16 || Log posterior: -3663.8389379608275 || Iter Time:0.020668983459472656 || Total time:40.954649686813354 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3649.516392929237 || Iter Time:0.016026020050048828 || Total time:40.9706757068634 Iteration: 1916 || Clusters count: 16 || Log posterior: -3633.6766586232493 || Iter Time:0.02042102813720703 || Total time:40.99109673500061 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3578.671089212993 || Iter Time:0.015436172485351562 || Total time:41.00653290748596 Iteration: 1918 || Clusters count: 16 || Log posterior: -3573.8604174703823 || Iter Time:0.02087712287902832 || Total time:41.02741003036499 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3608.109748105053 || Iter Time:0.015040874481201172 || Total time:41.04245090484619 Iteration: 1920 || Clusters count: 16 || Log posterior: -3577.680341773289 || Iter Time:0.04131889343261719 || Total time:41.08376979827881 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3659.2770371818083 || Iter Time:0.014659881591796875 || Total time:41.098429679870605 Iteration: 1922 || Clusters count: 16 || Log posterior: -3629.3099696041913 || Iter Time:0.023460865020751953 || Total time:41.12189054489136 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3677.4455184336016 || Iter Time:0.01824808120727539 || Total time:41.14013862609863 Iteration: 1924 || Clusters count: 16 || Log posterior: -3637.247203469766 || Iter Time:0.021106958389282227 || Total time:41.161245584487915 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -3609.688005624906 || Iter Time:0.01702404022216797 || Total time:41.17826962471008 Iteration: 1926 || Clusters count: 16 || Log posterior: -3590.1344449580233 || Iter Time:0.020854949951171875 || Total time:41.199124574661255 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3582.1456474310958 || Iter Time:0.01532292366027832 || Total time:41.21444749832153 Iteration: 1928 || Clusters count: 16 || Log posterior: -3558.2337391674505 || Iter Time:0.021092891693115234 || Total time:41.23554039001465 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -3585.6559092756384 || Iter Time:0.015167951583862305 || Total time:41.25070834159851 Iteration: 1930 || Clusters count: 16 || Log posterior: -3539.2916200435184 || Iter Time:0.020290136337280273 || Total time:41.27099847793579 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3579.025020632893 || Iter Time:0.01498103141784668 || Total time:41.28597950935364 Iteration: 1932 || Clusters count: 16 || Log posterior: -3556.448149576431 || Iter Time:0.019670963287353516 || Total time:41.30565047264099 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3652.698915178959 || Iter Time:0.014679908752441406 || Total time:41.32033038139343 Iteration: 1934 || Clusters count: 16 || Log posterior: -3612.767763917141 || Iter Time:0.021960020065307617 || Total time:41.34229040145874 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3701.2344430137637 || Iter Time:0.01622605323791504 || Total time:41.358516454696655 Iteration: 1936 || Clusters count: 16 || Log posterior: -3670.15582654277 || Iter Time:0.020462989807128906 || Total time:41.378979444503784 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3674.5344838537953 || Iter Time:0.015802860260009766 || Total time:41.394782304763794 Iteration: 1938 || Clusters count: 16 || Log posterior: -3645.3530518278717 || Iter Time:0.02152109146118164 || Total time:41.416303396224976 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3653.006720648757 || Iter Time:0.015766143798828125 || Total time:41.432069540023804 Iteration: 1940 || Clusters count: 16 || Log posterior: -3636.0938650125486 || Iter Time:0.02142786979675293 || Total time:41.45349740982056 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3620.0444568905095 || Iter Time:0.01560211181640625 || Total time:41.46909952163696 Iteration: 1942 || Clusters count: 16 || Log posterior: -3598.728634785677 || Iter Time:0.01997995376586914 || Total time:41.48907947540283 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3641.791808776361 || Iter Time:0.014518976211547852 || Total time:41.50359845161438 Iteration: 1944 || Clusters count: 16 || Log posterior: -3619.015386449817 || Iter Time:0.021090984344482422 || Total time:41.52468943595886 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3652.2269604022636 || Iter Time:0.016502857208251953 || Total time:41.541192293167114 Iteration: 1946 || Clusters count: 16 || Log posterior: -3628.3605034858947 || Iter Time:0.023814916610717773 || Total time:41.56500720977783 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3627.3123651649125 || Iter Time:0.015400886535644531 || Total time:41.58040809631348 Iteration: 1948 || Clusters count: 16 || Log posterior: -3604.259948881512 || Iter Time:0.04213714599609375 || Total time:41.62254524230957 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3643.891724569458 || Iter Time:0.015820026397705078 || Total time:41.638365268707275 Iteration: 1950 || Clusters count: 16 || Log posterior: -3617.2712846142103 || Iter Time:0.021281003952026367 || Total time:41.6596462726593 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3598.120104988409 || Iter Time:0.016655921936035156 || Total time:41.67630219459534 Iteration: 1952 || Clusters count: 16 || Log posterior: -3574.59578949671 || Iter Time:0.020694971084594727 || Total time:41.69699716567993 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3639.734418586855 || Iter Time:0.015146017074584961 || Total time:41.71214318275452 Iteration: 1954 || Clusters count: 16 || Log posterior: -3605.3066607699275 || Iter Time:0.020261049270629883 || Total time:41.73240423202515 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3612.223231274939 || Iter Time:0.016683101654052734 || Total time:41.7490873336792 Iteration: 1956 || Clusters count: 16 || Log posterior: -3592.7901460456123 || Iter Time:0.021055936813354492 || Total time:41.770143270492554 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3622.1321844965946 || Iter Time:0.016371965408325195 || Total time:41.78651523590088 Iteration: 1958 || Clusters count: 16 || Log posterior: -3603.815342111934 || Iter Time:0.01979994773864746 || Total time:41.806315183639526 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -3632.867088018436 || Iter Time:0.014217853546142578 || Total time:41.82053303718567 Iteration: 1960 || Clusters count: 16 || Log posterior: -3615.4119999690547 || Iter Time:0.020635128021240234 || Total time:41.84116816520691 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3626.0442700021367 || Iter Time:0.015197038650512695 || Total time:41.85636520385742 Iteration: 1962 || Clusters count: 16 || Log posterior: -3594.448286809787 || Iter Time:0.020628929138183594 || Total time:41.876994132995605 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3628.2079516448644 || Iter Time:0.015522956848144531 || Total time:41.89251708984375 Iteration: 1964 || Clusters count: 16 || Log posterior: -3601.334190036963 || Iter Time:0.021090030670166016 || Total time:41.913607120513916 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3612.908727188347 || Iter Time:0.01506495475769043 || Total time:41.928672075271606 Iteration: 1966 || Clusters count: 16 || Log posterior: -3597.7271757173835 || Iter Time:0.019649028778076172 || Total time:41.94832110404968 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3569.2076959223614 || Iter Time:0.015133142471313477 || Total time:41.963454246520996 Iteration: 1968 || Clusters count: 16 || Log posterior: -3550.167372575012 || Iter Time:0.02044200897216797 || Total time:41.983896255493164 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3612.2077396709797 || Iter Time:0.015475988388061523 || Total time:41.999372243881226 Iteration: 1970 || Clusters count: 16 || Log posterior: -3576.9437199263803 || Iter Time:0.020467042922973633 || Total time:42.0198392868042 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 17 || Log posterior: -3628.8995941916137 || Iter Time:0.01523900032043457 || Total time:42.035078287124634 Iteration: 1972 || Clusters count: 17 || Log posterior: -3611.340579289775 || Iter Time:0.02044081687927246 || Total time:42.055519104003906 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3608.233361570489 || Iter Time:0.014650106430053711 || Total time:42.07016921043396 Iteration: 1974 || Clusters count: 16 || Log posterior: -3598.0284815466916 || Iter Time:0.01985311508178711 || Total time:42.09002232551575 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3631.577775645161 || Iter Time:0.01698613166809082 || Total time:42.10700845718384 Iteration: 1976 || Clusters count: 16 || Log posterior: -3591.7705112793874 || Iter Time:0.04097890853881836 || Total time:42.147987365722656 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 17 || Log posterior: -3616.8760166029015 || Iter Time:0.013926982879638672 || Total time:42.161914348602295 Iteration: 1978 || Clusters count: 17 || Log posterior: -3587.475220194783 || Iter Time:0.019353866577148438 || Total time:42.18126821517944 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 17 || Log posterior: -3656.5675618053156 || Iter Time:0.013274908065795898 || Total time:42.19454312324524 Iteration: 1980 || Clusters count: 17 || Log posterior: -3623.4034816061176 || Iter Time:0.01917099952697754 || Total time:42.21371412277222 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 17 || Log posterior: -3608.779029570608 || Iter Time:0.014483928680419922 || Total time:42.22819805145264 Iteration: 1982 || Clusters count: 17 || Log posterior: -3584.433012271436 || Iter Time:0.020277976989746094 || Total time:42.24847602844238 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 17 || Log posterior: -3585.3274822052344 || Iter Time:0.014904022216796875 || Total time:42.26338005065918 Iteration: 1984 || Clusters count: 17 || Log posterior: -3575.102990058814 || Iter Time:0.020531177520751953 || Total time:42.28391122817993 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 17 || Log posterior: -3599.8852835703246 || Iter Time:0.014005899429321289 || Total time:42.29791712760925 Iteration: 1986 || Clusters count: 17 || Log posterior: -3580.977015048912 || Iter Time:0.020164966583251953 || Total time:42.318082094192505 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 17 || Log posterior: -3643.2696222159097 || Iter Time:0.015794992446899414 || Total time:42.333877086639404 Iteration: 1988 || Clusters count: 17 || Log posterior: -3620.1827430937697 || Iter Time:0.02105093002319336 || Total time:42.3549280166626 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 17 || Log posterior: -3648.8127703162227 || Iter Time:0.015573978424072266 || Total time:42.37050199508667 Iteration: 1990 || Clusters count: 17 || Log posterior: -3620.9858586915893 || Iter Time:0.02164006233215332 || Total time:42.39214205741882 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 17 || Log posterior: -3635.2135564442774 || Iter Time:0.015558004379272461 || Total time:42.407700061798096 Iteration: 1992 || Clusters count: 17 || Log posterior: -3600.743968294935 || Iter Time:0.020325899124145508 || Total time:42.42802596092224 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 17 || Log posterior: -3591.3347845568956 || Iter Time:0.014952898025512695 || Total time:42.442978858947754 Iteration: 1994 || Clusters count: 17 || Log posterior: -3569.7431300765998 || Iter Time:0.021585941314697266 || Total time:42.46456480026245 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 17 || Log posterior: -3592.81740903214 || Iter Time:0.016070127487182617 || Total time:42.480634927749634 Iteration: 1996 || Clusters count: 17 || Log posterior: -3579.0216961637 || Iter Time:0.020356178283691406 || Total time:42.500991106033325 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 17 || Log posterior: -3637.298484488475 || Iter Time:0.015416145324707031 || Total time:42.51640725135803 Iteration: 1998 || Clusters count: 17 || Log posterior: -3614.2567464458757 || Iter Time:0.020659923553466797 || Total time:42.5370671749115 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 17 || Log posterior: -3609.0575713902754 || Iter Time:0.01604604721069336 || Total time:42.55311322212219 Iteration: 2000 || Clusters count: 17 || Log posterior: -3589.991593220173 || Iter Time:0.021327972412109375 || Total time:42.5744411945343 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 17 || Log posterior: -3645.301117830645 || Iter Time:0.015841007232666016 || Total time:42.59028220176697 Iteration: 2002 || Clusters count: 17 || Log posterior: -3619.987043409022 || Iter Time:0.020923852920532227 || Total time:42.6112060546875 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 17 || Log posterior: -3717.5618702276747 || Iter Time:0.016170978546142578 || Total time:42.62737703323364 Iteration: 2004 || Clusters count: 17 || Log posterior: -3660.1411552766976 || Iter Time:0.041417837142944336 || Total time:42.66879487037659 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 18 || Log posterior: -3622.1137976291457 || Iter Time:0.015292882919311523 || Total time:42.6840877532959 Iteration: 2006 || Clusters count: 17 || Log posterior: -3591.7719211094654 || Iter Time:0.020931005477905273 || Total time:42.705018758773804 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 17 || Log posterior: -3582.030427377811 || Iter Time:0.014603137969970703 || Total time:42.719621896743774 Iteration: 2008 || Clusters count: 17 || Log posterior: -3555.3028501230388 || Iter Time:0.02033400535583496 || Total time:42.73995590209961 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 17 || Log posterior: -3554.775964481061 || Iter Time:0.014611959457397461 || Total time:42.75456786155701 Iteration: 2010 || Clusters count: 17 || Log posterior: -3542.687762653583 || Iter Time:0.020195960998535156 || Total time:42.77476382255554 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 17 || Log posterior: -3544.6360428554267 || Iter Time:0.015802860260009766 || Total time:42.79056668281555 Iteration: 2012 || Clusters count: 17 || Log posterior: -3524.546043131057 || Iter Time:0.022472858428955078 || Total time:42.81303954124451 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 18 || Log posterior: -3570.4700348510123 || Iter Time:0.016924142837524414 || Total time:42.82996368408203 Iteration: 2014 || Clusters count: 17 || Log posterior: -3538.125590240862 || Iter Time:0.021979093551635742 || Total time:42.85194277763367 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 19 || Log posterior: -3598.5023925620494 || Iter Time:0.016860008239746094 || Total time:42.86880278587341 Iteration: 2016 || Clusters count: 19 || Log posterior: -3576.6492044474676 || Iter Time:0.02191901206970215 || Total time:42.890721797943115 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 18 || Log posterior: -3657.720708304333 || Iter Time:0.015285015106201172 || Total time:42.906006813049316 Iteration: 2018 || Clusters count: 18 || Log posterior: -3607.767542655659 || Iter Time:0.021045923233032227 || Total time:42.92705273628235 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 18 || Log posterior: -3648.249569744244 || Iter Time:0.01818394660949707 || Total time:42.945236682891846 Iteration: 2020 || Clusters count: 18 || Log posterior: -3594.638165754672 || Iter Time:0.022486209869384766 || Total time:42.96772289276123 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 17 || Log posterior: -3644.0914358201276 || Iter Time:0.015938997268676758 || Total time:42.98366189002991 Iteration: 2022 || Clusters count: 17 || Log posterior: -3608.9176463027807 || Iter Time:0.021684885025024414 || Total time:43.00534677505493 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 18 || Log posterior: -3661.184255695682 || Iter Time:0.015765905380249023 || Total time:43.02111268043518 Iteration: 2024 || Clusters count: 17 || Log posterior: -3631.817711073036 || Iter Time:0.022694110870361328 || Total time:43.04380679130554 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 17 || Log posterior: -3681.393584229419 || Iter Time:0.01594090461730957 || Total time:43.05974769592285 Iteration: 2026 || Clusters count: 17 || Log posterior: -3637.2644798488027 || Iter Time:0.022088050842285156 || Total time:43.08183574676514 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 17 || Log posterior: -3664.7475018707196 || Iter Time:0.014921903610229492 || Total time:43.096757650375366 Iteration: 2028 || Clusters count: 17 || Log posterior: -3616.8009461935626 || Iter Time:0.020410776138305664 || Total time:43.11716842651367 Avg NMI: 0.9353958876360778 Full NMI: 0.917950858783807 Test Summary: | Total Time Streaming Data NIW 3 | 0 2m01.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 209.71s PkgEval succeeded after 406.27s