Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.935 (f5c55e808c*) started at 2025-07-31T18:07:36.313 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.93s ################################################################################ # 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 v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [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 v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+0 [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 4.89s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 138.48s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_VWVlXe/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_VWVlXe/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [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 v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+0 [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: 3.217884 seconds (1.13 M allocations: 68.347 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:17.141607999801636 || Total time:17.141607999801636 Iteration: 1 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005541801452636719 || Total time:17.147149801254272 Iteration: 2 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005241870880126953 || Total time:17.1523916721344 Iteration: 3 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005344867706298828 || Total time:17.1577365398407 Iteration: 4 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005260944366455078 || Total time:17.162997484207153 Iteration: 5 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.01633596420288086 || Total time:17.179333448410034 Iteration: 6 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005362033843994141 || Total time:17.18469548225403 Iteration: 7 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.0051288604736328125 || Total time:17.18982434272766 Iteration: 8 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005342960357666016 || Total time:17.195167303085327 Iteration: 9 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005316019058227539 || Total time:17.200483322143555 Iteration: 10 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005365848541259766 || Total time:17.205849170684814 Iteration: 11 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.005068063735961914 || Total time:17.210917234420776 Iteration: 12 || Clusters count: 1 || Log posterior: -233048.69423629093 || Iter Time:0.004967927932739258 || Total time:17.215885162353516 Iteration: 13 || Clusters count: 2 || Log posterior: -232759.48816369328 || Iter Time:3.758937120437622 || Total time:20.974822282791138 Iteration: 14 || Clusters count: 2 || Log posterior: -232757.61391838532 || Iter Time:0.006220102310180664 || Total time:20.98104238510132 Iteration: 15 || Clusters count: 2 || Log posterior: -232738.80262713018 || Iter Time:0.0060880184173583984 || Total time:20.987130403518677 Iteration: 16 || Clusters count: 2 || Log posterior: -232723.6509553715 || Iter Time:0.005576133728027344 || Total time:20.992706537246704 Iteration: 17 || Clusters count: 2 || Log posterior: -232724.49946422657 || Iter Time:0.005282163619995117 || Total time:20.9979887008667 Iteration: 18 || Clusters count: 2 || Log posterior: -232717.5107312176 || Iter Time:0.005470991134643555 || Total time:21.003459692001343 Iteration: 19 || Clusters count: 2 || Log posterior: -232716.14569775094 || Iter Time:0.0056040287017822266 || Total time:21.009063720703125 Iteration: 20 || Clusters count: 2 || Log posterior: -232636.82745688155 || Iter Time:3.287278175354004 || Total time:24.29634189605713 Loading and distributing data: 0.000954 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232961.57997931587 || Iter Time:0.03127002716064453 || Total time:24.327611923217773 Iteration: 22 || Clusters count: 2 || Log posterior: -232943.70730812225 || Iter Time:0.00601506233215332 || Total time:24.333626985549927 Iteration: 23 || Clusters count: 2 || Log posterior: -232905.20980978388 || Iter Time:0.005830049514770508 || Total time:24.339457035064697 Iteration: 24 || Clusters count: 2 || Log posterior: -232898.97165481027 || Iter Time:0.0058460235595703125 || Total time:24.345303058624268 Iteration: 25 || Clusters count: 2 || Log posterior: -232901.33155152394 || Iter Time:0.0058689117431640625 || Total time:24.35117197036743 Iteration: 26 || Clusters count: 2 || Log posterior: -232887.49764160006 || Iter Time:0.005880832672119141 || Total time:24.35705280303955 Iteration: 27 || Clusters count: 2 || Log posterior: -232902.65029181587 || Iter Time:0.005858898162841797 || Total time:24.362911701202393 Iteration: 28 || Clusters count: 3 || Log posterior: -232515.18194685897 || Iter Time:0.007504940032958984 || Total time:24.37041664123535 Iteration: 29 || Clusters count: 3 || Log posterior: -232356.06778519787 || Iter Time:0.00618290901184082 || Total time:24.376599550247192 Iteration: 30 || Clusters count: 4 || Log posterior: -232202.54490779623 || Iter Time:0.008301973342895508 || Total time:24.384901523590088 Iteration: 31 || Clusters count: 4 || Log posterior: -232099.6196368632 || Iter Time:0.006608009338378906 || Total time:24.391509532928467 Iteration: 32 || Clusters count: 4 || Log posterior: -232081.34575820054 || Iter Time:0.006614208221435547 || Total time:24.398123741149902 Iteration: 33 || Clusters count: 4 || Log posterior: -232051.5173472446 || Iter Time:0.006499052047729492 || Total time:24.404622793197632 Iteration: 34 || Clusters count: 4 || Log posterior: -232050.05293829928 || Iter Time:0.006577968597412109 || Total time:24.411200761795044 Iteration: 35 || Clusters count: 4 || Log posterior: -232063.42834181376 || Iter Time:0.006824016571044922 || Total time:24.41802477836609 Iteration: 36 || Clusters count: 4 || Log posterior: -232067.4732585586 || Iter Time:0.006577968597412109 || Total time:24.4246027469635 Iteration: 37 || Clusters count: 4 || Log posterior: -232020.82235127524 || Iter Time:0.006911039352416992 || Total time:24.431513786315918 Iteration: 38 || Clusters count: 4 || Log posterior: -232055.3243744938 || Iter Time:0.008121967315673828 || Total time:24.439635753631592 Iteration: 39 || Clusters count: 4 || Log posterior: -232089.08570707854 || Iter Time:0.006484031677246094 || Total time:24.446119785308838 Iteration: 40 || Clusters count: 4 || Log posterior: -232062.29266965916 || Iter Time:0.006303071975708008 || Total time:24.452422857284546 Iteration: 41 || Clusters count: 4 || Log posterior: -231965.71285258254 || Iter Time:0.006108999252319336 || Total time:24.458531856536865 Loading and distributing data: 0.000832 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262020.54452882113 || Iter Time:0.006624937057495117 || Total time:24.46515679359436 Iteration: 43 || Clusters count: 5 || Log posterior: -261516.37105798427 || Iter Time:0.007710933685302734 || Total time:24.472867727279663 Iteration: 44 || Clusters count: 5 || Log posterior: -261442.01279100476 || Iter Time:0.006849050521850586 || Total time:24.479716777801514 Iteration: 45 || Clusters count: 5 || Log posterior: -261413.29687207585 || Iter Time:0.006577968597412109 || Total time:24.486294746398926 Iteration: 46 || Clusters count: 5 || Log posterior: -261403.45677239986 || Iter Time:0.006766080856323242 || Total time:24.49306082725525 Iteration: 47 || Clusters count: 5 || Log posterior: -261411.01454560546 || Iter Time:0.0065500736236572266 || Total time:24.499610900878906 Iteration: 48 || Clusters count: 5 || Log posterior: -261373.67707674747 || Iter Time:0.006636857986450195 || Total time:24.506247758865356 Iteration: 49 || Clusters count: 5 || Log posterior: -261319.26090201607 || Iter Time:0.006422996520996094 || Total time:24.512670755386353 Iteration: 50 || Clusters count: 6 || Log posterior: -261041.7373778891 || Iter Time:0.007703065872192383 || Total time:24.520373821258545 Iteration: 51 || Clusters count: 6 || Log posterior: -260999.8599168337 || Iter Time:0.0067539215087890625 || Total time:24.527127742767334 Iteration: 52 || Clusters count: 6 || Log posterior: -260991.40178277547 || Iter Time:0.006897926330566406 || Total time:24.5340256690979 Iteration: 53 || Clusters count: 6 || Log posterior: -260995.32857196603 || Iter Time:0.006781101226806641 || Total time:24.540806770324707 Iteration: 54 || Clusters count: 7 || Log posterior: -260639.33939417373 || Iter Time:0.007992982864379883 || Total time:24.548799753189087 Iteration: 55 || Clusters count: 7 || Log posterior: -260577.86286707903 || Iter Time:0.007128000259399414 || Total time:24.555927753448486 Iteration: 56 || Clusters count: 7 || Log posterior: -260574.0568710309 || Iter Time:0.00731205940246582 || Total time:24.563239812850952 Iteration: 57 || Clusters count: 7 || Log posterior: -260554.60517404354 || Iter Time:0.007241964340209961 || Total time:24.570481777191162 Iteration: 58 || Clusters count: 7 || Log posterior: -260570.38487721674 || Iter Time:0.7956340312957764 || Total time:25.36611580848694 Iteration: 59 || Clusters count: 8 || Log posterior: -260256.91741585053 || Iter Time:0.036064863204956055 || Total time:25.402180671691895 Iteration: 60 || Clusters count: 8 || Log posterior: -260236.80298785627 || Iter Time:0.007967948913574219 || Total time:25.41014862060547 Iteration: 61 || Clusters count: 8 || Log posterior: -260221.2820517541 || Iter Time:0.007817983627319336 || Total time:25.417966604232788 Iteration: 62 || Clusters count: 8 || Log posterior: -260158.60476311413 || Iter Time:0.007441997528076172 || Total time:25.425408601760864 Loading and distributing data: 0.000793 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260100.71000380832 || Iter Time:0.007879018783569336 || Total time:25.433287620544434 Iteration: 64 || Clusters count: 8 || Log posterior: -260035.8216486322 || Iter Time:0.007894039154052734 || Total time:25.441181659698486 Iteration: 65 || Clusters count: 9 || Log posterior: -259540.46556775016 || Iter Time:0.008746147155761719 || Total time:25.449927806854248 Iteration: 66 || Clusters count: 10 || Log posterior: -259080.25165531237 || Iter Time:0.009273052215576172 || Total time:25.459200859069824 Iteration: 67 || Clusters count: 10 || Log posterior: -259031.03743947545 || Iter Time:0.008466005325317383 || Total time:25.46766686439514 Iteration: 68 || Clusters count: 10 || Log posterior: -259002.42993355592 || Iter Time:0.008659124374389648 || Total time:25.47632598876953 Iteration: 69 || Clusters count: 12 || Log posterior: -258510.38835865233 || Iter Time:0.010436058044433594 || Total time:25.486762046813965 Iteration: 70 || Clusters count: 12 || Log posterior: -258443.91561149954 || Iter Time:0.021740198135375977 || Total time:25.50850224494934 Iteration: 71 || Clusters count: 12 || Log posterior: -258406.93182957967 || Iter Time:0.009181022644042969 || Total time:25.517683267593384 Iteration: 72 || Clusters count: 12 || Log posterior: -258390.37847790716 || Iter Time:0.023476123809814453 || Total time:25.5411593914032 Iteration: 73 || Clusters count: 12 || Log posterior: -258392.7846517043 || Iter Time:0.009456872940063477 || Total time:25.55061626434326 Iteration: 74 || Clusters count: 13 || Log posterior: -258124.2841391821 || Iter Time:0.010592937469482422 || Total time:25.561209201812744 Iteration: 75 || Clusters count: 13 || Log posterior: -258084.6127265581 || Iter Time:0.009510993957519531 || Total time:25.570720195770264 Iteration: 76 || Clusters count: 13 || Log posterior: -258092.76934691807 || Iter Time:0.009704113006591797 || Total time:25.580424308776855 Iteration: 77 || Clusters count: 13 || Log posterior: -258076.48921865717 || Iter Time:0.00961613655090332 || Total time:25.59004044532776 Iteration: 78 || Clusters count: 13 || Log posterior: -258065.0539977439 || Iter Time:0.009633064270019531 || Total time:25.59967350959778 Iteration: 79 || Clusters count: 13 || Log posterior: -258074.4597484663 || Iter Time:0.00938105583190918 || Total time:25.609054565429688 Iteration: 80 || Clusters count: 13 || Log posterior: -258058.7207379204 || Iter Time:0.01005101203918457 || Total time:25.619105577468872 Iteration: 81 || Clusters count: 13 || Log posterior: -258054.46127353216 || Iter Time:0.010688066482543945 || Total time:25.629793643951416 Iteration: 82 || Clusters count: 13 || Log posterior: -258071.02984379535 || Iter Time:0.015244007110595703 || Total time:25.64503765106201 Iteration: 83 || Clusters count: 13 || Log posterior: -258037.72470799336 || Iter Time:0.010181188583374023 || Total time:25.655218839645386 Loading and distributing data: 0.000742 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -256964.606697471 || Iter Time:0.014662027359008789 || Total time:25.669880867004395 Iteration: 85 || Clusters count: 16 || Log posterior: -256758.5924453586 || Iter Time:0.013124942779541016 || Total time:25.683005809783936 Iteration: 86 || Clusters count: 16 || Log posterior: -256752.23956053948 || Iter Time:0.01292109489440918 || Total time:25.695926904678345 Iteration: 87 || Clusters count: 16 || Log posterior: -256761.3278970949 || Iter Time:0.016615867614746094 || Total time:25.71254277229309 Iteration: 88 || Clusters count: 16 || Log posterior: -256758.8198972557 || Iter Time:0.013916015625 || Total time:25.72645878791809 Iteration: 89 || Clusters count: 16 || Log posterior: -256745.3481726621 || Iter Time:0.013422012329101562 || Total time:25.739880800247192 Iteration: 90 || Clusters count: 17 || Log posterior: -256442.5809062998 || Iter Time:0.014477968215942383 || Total time:25.754358768463135 Iteration: 91 || Clusters count: 17 || Log posterior: -256397.60229382632 || Iter Time:0.013688087463378906 || Total time:25.768046855926514 Iteration: 92 || Clusters count: 17 || Log posterior: -256378.4936317074 || Iter Time:0.018162012100219727 || Total time:25.786208868026733 Iteration: 93 || Clusters count: 17 || Log posterior: -256359.90270383822 || Iter Time:0.013782978057861328 || Total time:25.799991846084595 Iteration: 94 || Clusters count: 17 || Log posterior: -256299.66962921646 || Iter Time:0.013833045959472656 || Total time:25.813824892044067 Iteration: 95 || Clusters count: 17 || Log posterior: -256294.34768368822 || Iter Time:0.013596057891845703 || Total time:25.827420949935913 Iteration: 96 || Clusters count: 17 || Log posterior: -256270.40297841674 || Iter Time:0.0176849365234375 || Total time:25.84510588645935 Iteration: 97 || Clusters count: 17 || Log posterior: -256265.07390609503 || Iter Time:0.013903141021728516 || Total time:25.85900902748108 Iteration: 98 || Clusters count: 17 || Log posterior: -256264.7182720863 || Iter Time:0.014001131057739258 || Total time:25.87301015853882 Iteration: 99 || Clusters count: 17 || Log posterior: -256261.57120193628 || Iter Time:0.0204160213470459 || Total time:25.893426179885864 Iteration: 100 || Clusters count: 17 || Log posterior: -256262.2943015971 || Iter Time:0.016848087310791016 || Total time:25.910274267196655 Iteration: 101 || Clusters count: 17 || Log posterior: -256269.45936336953 || Iter Time:0.017490863800048828 || Total time:25.927765130996704 Iteration: 102 || Clusters count: 17 || Log posterior: -256264.2616567069 || Iter Time:0.0174710750579834 || Total time:25.945236206054688 Iteration: 103 || Clusters count: 17 || Log posterior: -256275.62948602045 || Iter Time:0.021080970764160156 || Total time:25.966317176818848 Iteration: 104 || Clusters count: 17 || Log posterior: -256252.29715495306 || Iter Time:0.016321897506713867 || Total time:25.98263907432556 Loading and distributing data: 0.000793 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -256102.46351552734 || Iter Time:0.01959705352783203 || Total time:26.002236127853394 Iteration: 106 || Clusters count: 18 || Log posterior: -255925.28025419466 || Iter Time:0.022984027862548828 || Total time:26.025220155715942 Iteration: 107 || Clusters count: 18 || Log posterior: -255900.08901243837 || Iter Time:0.018815994262695312 || Total time:26.044036149978638 Iteration: 108 || Clusters count: 18 || Log posterior: -255893.77487538083 || Iter Time:0.019297122955322266 || Total time:26.06333327293396 Iteration: 109 || Clusters count: 18 || Log posterior: -255890.99454923256 || Iter Time:0.02256298065185547 || Total time:26.085896253585815 Iteration: 110 || Clusters count: 18 || Log posterior: -255889.15723906792 || Iter Time:0.018657922744750977 || Total time:26.104554176330566 Iteration: 111 || Clusters count: 18 || Log posterior: -255891.47329882302 || Iter Time:0.018724918365478516 || Total time:26.123279094696045 Iteration: 112 || Clusters count: 18 || Log posterior: -255892.86521269206 || Iter Time:0.02206707000732422 || Total time:26.14534616470337 Iteration: 113 || Clusters count: 19 || Log posterior: -255440.6377317962 || Iter Time:0.019906997680664062 || Total time:26.165253162384033 Iteration: 114 || Clusters count: 19 || Log posterior: -255430.00534089332 || Iter Time:0.019491910934448242 || Total time:26.18474507331848 Iteration: 115 || Clusters count: 19 || Log posterior: -255430.1477074618 || Iter Time:0.02311396598815918 || Total time:26.20785903930664 Iteration: 116 || Clusters count: 19 || Log posterior: -255429.44140868398 || Iter Time:0.019366979598999023 || Total time:26.22722601890564 Iteration: 117 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count: 19 || Log posterior: -255441.80444809014 || Iter Time:0.02158379554748535 || Total time:26.40346097946167 Iteration: 125 || Clusters count: 19 || Log posterior: -255433.5772152275 || Iter Time:0.020381927490234375 || Total time:26.423842906951904 Loading and distributing data: 0.000736 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254964.5398769385 || Iter Time:0.025578975677490234 || Total time:26.449421882629395 Iteration: 127 || Clusters count: 20 || Log posterior: -254940.4389549428 || Iter Time:0.02099323272705078 || Total time:26.470415115356445 Iteration: 128 || Clusters count: 20 || Log posterior: -254929.00343536207 || Iter Time:0.0236051082611084 || Total time:26.494020223617554 Iteration: 129 || Clusters count: 20 || Log posterior: -254929.00343536207 || Iter Time:0.026787996292114258 || Total time:26.520808219909668 Iteration: 130 || Clusters count: 20 || Log posterior: -254925.14775185418 || Iter 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Clusters count: 20 || Log posterior: -254628.41422273716 || Iter Time:0.02503800392150879 || Total time:27.090877532958984 Iteration: 152 || Clusters count: 20 || Log posterior: -254622.6887657815 || Iter Time:0.02927112579345703 || Total time:27.12014865875244 Iteration: 153 || Clusters count: 20 || Log posterior: -254622.32513639 || Iter Time:0.02449202537536621 || Total time:27.144640684127808 Iteration: 154 || Clusters count: 20 || Log posterior: -254618.1056061577 || Iter Time:0.027858972549438477 || Total time:27.172499656677246 Iteration: 155 || Clusters count: 20 || Log posterior: -254614.8442607156 || Iter Time:0.024027109146118164 || Total time:27.196526765823364 Iteration: 156 || Clusters count: 20 || Log posterior: -254619.58633565428 || Iter Time:0.023717880249023438 || Total time:27.220244646072388 Iteration: 157 || Clusters count: 20 || Log posterior: -254615.87708834544 || Iter Time:0.02859807014465332 || Total time:27.24884271621704 Iteration: 158 || Clusters count: 20 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posterior: -254621.17227518492 || Iter Time:0.02818608283996582 || Total time:27.464564561843872 Iteration: 166 || Clusters count: 20 || Log posterior: -254620.2866650597 || Iter Time:0.02659296989440918 || Total time:27.49115753173828 Iteration: 167 || Clusters count: 20 || Log posterior: -254616.64277344945 || Iter Time:0.027699947357177734 || Total time:27.51885747909546 Loading and distributing data: 0.000797 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254819.8428488663 || Iter Time:0.02632308006286621 || Total time:27.545180559158325 Iteration: 169 || Clusters count: 20 || Log posterior: -254796.26328466175 || Iter Time:0.028100013732910156 || Total time:27.573280572891235 Iteration: 170 || Clusters count: 20 || Log posterior: -254789.7040374538 || Iter Time:0.025541067123413086 || Total time:27.59882164001465 Iteration: 171 || Clusters count: 20 || Log posterior: -254789.7040374538 || Iter Time:0.02442002296447754 || Total 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time:27.99483585357666 Iteration: 186 || Clusters count: 20 || Log posterior: -254789.7040374538 || Iter Time:0.025645971298217773 || Total time:28.020481824874878 Iteration: 187 || Clusters count: 20 || Log posterior: -254791.97641521256 || Iter Time:0.02950596809387207 || Total time:28.04998779296875 Iteration: 188 || Clusters count: 20 || Log posterior: -254789.7040374538 || Iter Time:0.02349114418029785 || Total time:28.073478937149048 Loading and distributing data: 0.000786 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254609.73552316608 || Iter Time:0.028715133666992188 || Total time:28.10219407081604 Iteration: 190 || Clusters count: 20 || Log posterior: -254577.5704300722 || Iter Time:0.02295398712158203 || Total time:28.125148057937622 Iteration: 191 || Clusters count: 20 || Log posterior: -254570.10764038836 || Iter Time:0.02748894691467285 || Total time:28.152637004852295 Iteration: 192 || Clusters count: 20 || Log posterior: -254566.16758206178 || Iter Time:0.024210214614868164 || Total time:28.176847219467163 Iteration: 193 || Clusters count: 20 || Log posterior: -254567.50648734093 || Iter Time:0.02286696434020996 || Total time:28.199714183807373 Iteration: 194 || Clusters count: 20 || Log posterior: -254563.5918357411 || Iter Time:0.027092933654785156 || Total time:28.226807117462158 Iteration: 195 || Clusters count: 20 || Log posterior: -254565.5388158423 || Iter Time:0.02344799041748047 || Total time:28.25025510787964 Iteration: 196 || Clusters count: 20 || Log posterior: -254557.73044109723 || Iter Time:0.024407148361206055 || Total time:28.274662256240845 Iteration: 197 || Clusters count: 20 || Log posterior: -254557.73044109723 || Iter Time:0.027879953384399414 || Total time:28.302542209625244 Iteration: 198 || Clusters count: 20 || Log posterior: -254563.46658851847 || Iter Time:0.024863004684448242 || Total time:28.327405214309692 Iteration: 199 || Clusters count: 20 || Log posterior: -254558.23541512853 || Iter Time:0.026684999465942383 || Total time:28.354090213775635 Iteration: 200 || Clusters count: 20 || Log posterior: -254569.71621156432 || Iter Time:0.024267196655273438 || Total time:28.378357410430908 Iteration: 201 || Clusters count: 20 || Log posterior: -254568.35218075343 || Iter Time:0.02407097816467285 || Total time:28.40242838859558 Iteration: 202 || Clusters count: 20 || Log posterior: -254562.14102467347 || Iter Time:0.02878093719482422 || Total time:28.431209325790405 Iteration: 203 || Clusters count: 20 || Log posterior: -254561.0059686623 || Iter Time:0.024869918823242188 || Total time:28.456079244613647 Iteration: 204 || Clusters count: 20 || Log posterior: -254557.13552613754 || Iter Time:0.02867913246154785 || Total time:28.484758377075195 Iteration: 205 || Clusters count: 20 || Log posterior: -254564.04867234066 || Iter Time:0.027736902236938477 || Total time:28.512495279312134 Iteration: 206 || Clusters count: 20 || Log posterior: -254559.65282004495 || Iter Time:0.027958154678344727 || Total time:28.54045343399048 Iteration: 207 || Clusters count: 20 || Log posterior: -254559.65282004495 || Iter Time:0.030375957489013672 || Total time:28.570829391479492 Iteration: 208 || Clusters count: 20 || Log posterior: -254556.27891407887 || Iter Time:0.026571035385131836 || Total time:28.597400426864624 Iteration: 209 || Clusters count: 20 || Log posterior: -254556.27891407887 || Iter Time:0.028303146362304688 || Total time:28.62570357322693 NMI: 0.8057590952635147 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.3s [108162, 84735, 24311, 1718, 92243, 39740, 64523, 20325, 17982, 24786, 14947, 91182, 38652, 46244, 41737, 67846, 39580, 117995, 38508, 24784] Loading and distributing data: 0.000190 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:5.133058071136475 || Total 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Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.1139669418334961 || Total time:5.257277965545654 Iteration: 9 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.0019152164459228516 || Total time:5.259193181991577 Iteration: 10 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.001544952392578125 || Total time:5.260738134384155 Iteration: 11 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.001383066177368164 || Total time:5.262121200561523 Iteration: 12 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.0013921260833740234 || Total time:5.2635133266448975 Iteration: 13 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.0015320777893066406 || Total time:5.265045404434204 Iteration: 14 || Clusters count: 1 || Log posterior: -6937.60647990327 || Iter Time:0.0014958381652832031 || Total time:5.266541242599487 Iteration: 15 || Clusters count: 1 || Log posterior: 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|| Total time:5.324688196182251 Iteration: 30 || Clusters count: 3 || Log posterior: -6624.872792847551 || Iter Time:1.1606881618499756 || Total time:6.485376358032227 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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: 0.000213 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -6552.6321465332985 || Iter Time:0.03204989433288574 || Total time:6.517426252365112 Iteration: 32 || Clusters count: 3 || Log posterior: -6526.877743417838 || Iter Time:0.0038080215454101562 || Total time:6.5212342739105225 Loading and distributing data: 0.000133 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -6089.955441946708 || Iter Time:0.002402067184448242 || Total time:6.523636341094971 Iteration: 34 || Clusters count: 3 || Log posterior: -6055.836773519326 || Iter Time:0.003504037857055664 || Total time:6.527140378952026 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 3 || Log posterior: -5929.9423870150995 || Iter Time:0.002279043197631836 || Total time:6.529419422149658 Iteration: 36 || Clusters count: 3 || Log posterior: -5904.980482691678 || Iter Time:0.003787994384765625 || Total time:6.533207416534424 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 3 || Log posterior: -5909.845333211921 || Iter Time:0.0023419857025146484 || Total time:6.5355494022369385 Iteration: 38 || Clusters count: 3 || Log posterior: -5882.164850202192 || Iter Time:0.0033578872680664062 || Total time:6.538907289505005 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 3 || Log posterior: -5910.972778142394 || Iter Time:0.002382040023803711 || Total time:6.541289329528809 Iteration: 40 || Clusters count: 3 || Log posterior: -5895.6465845503935 || Iter Time:0.0034961700439453125 || Total time:6.544785499572754 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 3 || Log posterior: -5901.018697398607 || Iter Time:0.0023889541625976562 || Total time:6.547174453735352 Iteration: 42 || Clusters count: 3 || Log posterior: -5876.630667978358 || Iter Time:0.003953218460083008 || Total time:6.551127672195435 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) 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|| Log posterior: -3731.569314128018 || Iter Time:0.020431995391845703 || Total time:9.438472986221313 Iteration: 256 || Clusters count: 15 || Log posterior: -3705.1261856305005 || Iter Time:0.04609990119934082 || Total time:9.484572887420654 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 257 || Clusters count: 15 || Log posterior: -3734.008736584522 || Iter Time:0.02067399024963379 || Total time:9.505246877670288 Iteration: 258 || Clusters count: 15 || Log posterior: -3701.6003859875755 || Iter Time:0.021116018295288086 || Total time:9.526362895965576 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 259 || Clusters count: 15 || Log posterior: -3690.0157535942667 || Iter Time:0.020302772521972656 || Total time:9.546665668487549 Iteration: 260 || Clusters count: 15 || Log posterior: -3672.1341916651286 || Iter Time:0.02505803108215332 || Total time:9.571723699569702 Loading and distributing data: 0.000147 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Iteration: 449 || Clusters count: 16 || Log posterior: -3760.6461801934383 || Iter Time:0.01653599739074707 || Total time:13.193159818649292 Iteration: 450 || Clusters count: 16 || Log posterior: -3703.8050152563937 || Iter Time:0.02149796485900879 || Total time:13.2146577835083 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 451 || Clusters count: 16 || Log posterior: -3799.843690412671 || Iter Time:0.016460895538330078 || Total time:13.23111867904663 Iteration: 452 || Clusters count: 16 || Log posterior: -3752.1034829453856 || Iter Time:0.021790027618408203 || Total time:13.252908706665039 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 453 || Clusters count: 16 || Log posterior: -3758.717520413835 || Iter Time:0.018231868743896484 || Total time:13.271140575408936 Iteration: 454 || Clusters count: 16 || Log posterior: -3706.172809148071 || Iter Time:0.02198505401611328 || Total time:13.293125629425049 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-3704.689375785914 || Iter Time:0.021875858306884766 || Total time:13.407960653305054 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 461 || Clusters count: 16 || Log posterior: -3745.1922449681397 || Iter Time:0.03231501579284668 || Total time:13.4402756690979 Iteration: 462 || Clusters count: 16 || Log posterior: -3725.6812553215373 || Iter Time:0.02154684066772461 || Total time:13.461822509765625 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 463 || Clusters count: 16 || Log posterior: -3738.5628942187063 || Iter Time:0.015933990478515625 || Total time:13.47775650024414 Iteration: 464 || Clusters count: 16 || Log posterior: -3704.115293018985 || Iter Time:0.021667003631591797 || Total time:13.499423503875732 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 465 || Clusters count: 16 || Log posterior: -3763.2790671799316 || Iter Time:0.016270160675048828 || Total 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Iteration: 488 || Clusters count: 16 || Log posterior: -3666.9665835624232 || Iter Time:0.02121710777282715 || Total time:13.959186792373657 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 489 || Clusters count: 16 || Log posterior: -3715.1221637640215 || Iter Time:0.01738595962524414 || Total time:13.976572751998901 Iteration: 490 || Clusters count: 16 || Log posterior: -3675.3223038460724 || Iter Time:0.020837068557739258 || Total time:13.99740982055664 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 491 || Clusters count: 16 || Log posterior: -3710.322530283461 || Iter Time:0.016787052154541016 || Total time:14.014196872711182 Iteration: 492 || Clusters count: 16 || Log posterior: -3686.4183383347267 || Iter Time:0.022437095642089844 || Total time:14.036633968353271 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 493 || Clusters count: 16 || Log posterior: 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Iteration: 521 || Clusters count: 16 || Log posterior: -3760.2669136260256 || Iter Time:0.015600919723510742 || Total time:14.597610712051392 Iteration: 522 || Clusters count: 16 || Log posterior: -3701.3237700381032 || Iter Time:0.020998001098632812 || Total time:14.618608713150024 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 523 || Clusters count: 16 || Log posterior: -3730.858499031073 || Iter Time:0.017235994338989258 || Total time:14.635844707489014 Iteration: 524 || Clusters count: 16 || Log posterior: -3687.6544725523 || Iter Time:0.03689098358154297 || Total time:14.672735691070557 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 525 || Clusters count: 16 || Log posterior: -3714.1188008424874 || Iter Time:0.015055179595947266 || Total time:14.687790870666504 Iteration: 526 || Clusters count: 16 || Log posterior: -3682.5183343336953 || Iter Time:0.01970696449279785 || Total 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Iteration: 543 || Clusters count: 16 || Log posterior: -3764.703574800163 || Iter Time:0.01925206184387207 || Total time:15.053442239761353 Iteration: 544 || Clusters count: 16 || Log posterior: -3727.9342214974663 || Iter Time:0.023989200592041016 || Total time:15.077431440353394 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 545 || Clusters count: 16 || Log posterior: -3770.112046224524 || Iter Time:0.06856298446655273 || Total time:15.145994424819946 Iteration: 546 || Clusters count: 16 || Log posterior: -3735.7875648300337 || Iter Time:0.023350954055786133 || Total time:15.169345378875732 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 547 || Clusters count: 16 || Log posterior: -3783.571459546243 || Iter Time:0.017765045166015625 || Total time:15.187110424041748 Iteration: 548 || Clusters count: 16 || Log posterior: -3719.134247237514 || Iter Time:0.02387690544128418 || Total time:15.210987329483032 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Iteration: 1245 || Clusters count: 16 || Log posterior: -3719.8669788390616 || Iter Time:0.01548910140991211 || Total time:29.02786111831665 Iteration: 1246 || Clusters count: 16 || Log posterior: -3683.615038338734 || Iter Time:0.02179098129272461 || Total time:29.049652099609375 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 16 || Log posterior: -3740.3182338674524 || Iter Time:0.017645835876464844 || Total time:29.06729793548584 Iteration: 1248 || Clusters count: 16 || Log posterior: -3689.1169357922945 || Iter Time:0.0211639404296875 || Total time:29.088461875915527 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1249 || Clusters count: 16 || Log posterior: -3756.4181991129553 || Iter Time:0.016234159469604492 || Total time:29.104696035385132 Iteration: 1250 || Clusters count: 16 || Log posterior: -3696.6841839820436 || Iter Time:0.020889997482299805 || Total 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Iteration: 1267 || Clusters count: 17 || Log posterior: -3691.898528455161 || Iter Time:0.017196178436279297 || Total time:29.467158555984497 Iteration: 1268 || Clusters count: 16 || Log posterior: -3662.927370774873 || Iter Time:0.023658037185668945 || Total time:29.490816593170166 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 16 || Log posterior: -3752.000266113567 || Iter Time:0.017930030822753906 || Total time:29.50874662399292 Iteration: 1270 || Clusters count: 16 || Log posterior: -3707.973883262526 || Iter Time:0.022542953491210938 || Total time:29.53128957748413 Loading and distributing data: 0.000130 seconds (134 allocations: 13.352 KiB) Iteration: 1271 || Clusters count: 16 || Log posterior: -3744.6175589417444 || Iter Time:0.016041040420532227 || Total time:29.547330617904663 Iteration: 1272 || Clusters count: 16 || Log posterior: -3716.8834945165872 || Iter Time:0.020756006240844727 || Total 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Iteration: 1399 || Clusters count: 16 || Log posterior: -3699.79692324085 || Iter Time:0.03807187080383301 || Total time:32.19433116912842 Iteration: 1400 || Clusters count: 16 || Log posterior: -3669.1247730052137 || Iter Time:0.022296905517578125 || Total time:32.216628074645996 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1401 || Clusters count: 16 || Log posterior: -3682.1464909329966 || Iter Time:0.01739811897277832 || Total time:32.234026193618774 Iteration: 1402 || Clusters count: 16 || Log posterior: -3652.8533582673713 || Iter Time:0.022272109985351562 || Total time:32.256298303604126 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1403 || Clusters count: 16 || Log posterior: -3681.0931814333517 || Iter Time:0.01697397232055664 || Total time:32.27327227592468 Iteration: 1404 || Clusters count: 16 || Log posterior: -3668.4304752063445 || Iter Time:0.02343297004699707 || Total 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Iteration: 1421 || Clusters count: 16 || Log posterior: -3749.680053623964 || Iter Time:0.017210960388183594 || Total time:32.67313575744629 Iteration: 1422 || Clusters count: 16 || Log posterior: -3717.5826806529153 || Iter Time:0.022354841232299805 || Total time:32.69549059867859 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 16 || Log posterior: -3764.073107191073 || Iter Time:0.017386913299560547 || Total time:32.71287751197815 Iteration: 1424 || Clusters count: 16 || Log posterior: -3723.5806578408656 || Iter Time:0.043263912200927734 || Total time:32.75614142417908 Loading and distributing data: 0.000138 seconds (129 allocations: 13.227 KiB) Iteration: 1425 || Clusters count: 16 || Log posterior: -3710.889740329504 || Iter Time:0.017607927322387695 || Total time:32.773749351501465 Iteration: 1426 || Clusters count: 16 || Log posterior: -3672.8983422789634 || Iter Time:0.0220491886138916 || Total 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Iteration: 1443 || Clusters count: 16 || Log posterior: -3743.307489659899 || Iter Time:0.018002033233642578 || Total time:33.14027237892151 Iteration: 1444 || Clusters count: 16 || Log posterior: -3705.559879766077 || Iter Time:0.021954059600830078 || Total time:33.16222643852234 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 16 || Log posterior: -3756.458749522887 || Iter Time:0.01753711700439453 || Total time:33.17976355552673 Iteration: 1446 || Clusters count: 16 || Log posterior: -3715.9169632703065 || Iter Time:0.02119588851928711 || Total time:33.20095944404602 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1447 || Clusters count: 16 || Log posterior: -3708.2677129934154 || Iter Time:0.01850295066833496 || Total time:33.219462394714355 Iteration: 1448 || Clusters count: 16 || Log posterior: -3683.514571256021 || Iter Time:0.02217888832092285 || Total time:33.24164128303528 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Iteration: 1515 || Clusters count: 16 || Log posterior: -3709.487420018209 || Iter Time:0.01711297035217285 || Total time:34.58207058906555 Iteration: 1516 || Clusters count: 16 || Log posterior: -3664.330527664563 || Iter Time:0.022275924682617188 || Total time:34.60434651374817 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 16 || Log posterior: -3735.889086497604 || Iter Time:0.016340017318725586 || Total time:34.620686531066895 Iteration: 1518 || Clusters count: 16 || Log posterior: -3693.722998804364 || Iter Time:0.020994901657104492 || Total time:34.641681432724 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 16 || Log posterior: -3723.5455979188146 || Iter Time:0.01592087745666504 || Total time:34.657602310180664 Iteration: 1520 || Clusters count: 16 || Log posterior: -3695.6519543934887 || Iter Time:0.02125692367553711 || Total time:34.6788592338562 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-3754.7768474325712 || Iter Time:0.01686406135559082 || Total time:35.468605279922485 Iteration: 1560 || Clusters count: 16 || Log posterior: -3709.376634855145 || Iter Time:0.02295708656311035 || Total time:35.491562366485596 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 16 || Log posterior: -3760.7898787225495 || Iter Time:0.018635034561157227 || Total time:35.51019740104675 Iteration: 1562 || Clusters count: 16 || Log posterior: -3701.628294229567 || Iter Time:0.022970914840698242 || Total time:35.53316831588745 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 16 || Log posterior: -3718.225822021773 || Iter Time:0.017618894577026367 || Total time:35.55078721046448 Iteration: 1564 || Clusters count: 16 || Log posterior: -3682.5452489423037 || Iter Time:0.02204108238220215 || Total time:35.57282829284668 Loading and distributing data: 0.000155 seconds (129 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Iteration: 1587 || Clusters count: 16 || Log posterior: -3787.705707495461 || Iter Time:0.016347885131835938 || Total time:36.04869508743286 Iteration: 1588 || Clusters count: 16 || Log posterior: -3738.7922914717697 || Iter Time:0.022296905517578125 || Total time:36.07099199295044 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1589 || Clusters count: 16 || Log posterior: -3749.2492338613743 || Iter Time:0.01648998260498047 || Total time:36.08748197555542 Iteration: 1590 || Clusters count: 16 || Log posterior: -3721.9712364581255 || Iter Time:0.021221160888671875 || Total time:36.10870313644409 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1591 || Clusters count: 16 || Log posterior: -3716.1502386094694 || Iter Time:0.018015146255493164 || Total time:36.126718282699585 Iteration: 1592 || Clusters count: 16 || Log posterior: -3684.5116490000105 || Iter Time:0.021862030029296875 || Total 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Iteration: 1631 || Clusters count: 16 || Log posterior: -3740.95265760187 || Iter Time:0.03641200065612793 || Total time:36.93692111968994 Iteration: 1632 || Clusters count: 16 || Log posterior: -3703.403618404718 || Iter Time:0.021259069442749023 || Total time:36.95818018913269 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1633 || Clusters count: 16 || Log posterior: -3759.755383534531 || Iter Time:0.016305923461914062 || Total time:36.974486112594604 Iteration: 1634 || Clusters count: 16 || Log posterior: -3726.680187850797 || Iter Time:0.021218061447143555 || Total time:36.99570417404175 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1635 || Clusters count: 16 || Log posterior: -3752.0741918014205 || Iter Time:0.015241861343383789 || Total time:37.01094603538513 Iteration: 1636 || Clusters count: 16 || Log posterior: -3712.6433316919038 || Iter Time:0.020982027053833008 || Total 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Iteration: 1675 || Clusters count: 16 || Log posterior: -3731.362320248774 || Iter Time:0.01578497886657715 || Total time:37.792460918426514 Iteration: 1676 || Clusters count: 16 || Log posterior: -3694.831166770161 || Iter Time:0.020895957946777344 || Total time:37.81335687637329 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1677 || Clusters count: 16 || Log posterior: -3797.102360059102 || Iter Time:0.017368078231811523 || Total time:37.8307249546051 Iteration: 1678 || Clusters count: 16 || Log posterior: -3748.496325120923 || Iter Time:0.02145099639892578 || Total time:37.85217595100403 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1679 || Clusters count: 16 || Log posterior: -3805.094064130049 || Iter Time:0.0220639705657959 || Total time:37.874239921569824 Iteration: 1680 || Clusters count: 16 || Log posterior: -3763.578425529726 || Iter Time:0.021306991577148438 || Total time:37.89554691314697 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-3702.1922121070734 || Iter Time:0.022203922271728516 || Total time:38.03558897972107 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 16 || Log posterior: -3676.9412361770137 || Iter Time:0.01606893539428711 || Total time:38.051657915115356 Iteration: 1688 || Clusters count: 16 || Log posterior: -3640.8969601987806 || Iter Time:0.022244930267333984 || Total time:38.07390284538269 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 17 || Log posterior: -3659.0453110117705 || Iter Time:0.017700910568237305 || Total time:38.09160375595093 Iteration: 1690 || Clusters count: 16 || Log posterior: -3637.927086280311 || Iter Time:0.023710966110229492 || Total time:38.11531472206116 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1691 || Clusters count: 16 || Log posterior: -3707.415672526897 || Iter Time:0.01695108413696289 || 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(129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3739.2894340289886 || Iter Time:0.017117977142333984 || Total time:39.649789571762085 Iteration: 1770 || Clusters count: 15 || Log posterior: -3702.0030465753207 || Iter Time:0.021441936492919922 || Total time:39.671231508255005 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 15 || Log posterior: -3766.9554675527315 || Iter Time:0.016495943069458008 || Total time:39.68772745132446 Iteration: 1772 || Clusters count: 15 || Log posterior: -3723.3943072582865 || Iter Time:0.020895004272460938 || Total time:39.708622455596924 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 15 || Log posterior: -3798.0062494182885 || Iter Time:0.01625990867614746 || Total time:39.72488236427307 Iteration: 1774 || Clusters count: 15 || Log posterior: -3747.859404150619 || Iter 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Iteration: 1813 || Clusters count: 15 || Log posterior: -3742.2333777574863 || Iter Time:0.018092870712280273 || Total time:40.50464224815369 Iteration: 1814 || Clusters count: 15 || Log posterior: -3714.078249031155 || Iter Time:0.02170705795288086 || Total time:40.52634930610657 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -3762.8770897037566 || Iter Time:0.017448902130126953 || Total time:40.543798208236694 Iteration: 1816 || Clusters count: 15 || Log posterior: -3732.1865821252254 || Iter Time:0.02170395851135254 || Total time:40.56550216674805 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -3766.263661456494 || Iter Time:0.015864849090576172 || Total time:40.58136701583862 Iteration: 1818 || Clusters count: 15 || Log posterior: -3730.1404707775027 || Iter Time:0.020820140838623047 || Total 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Iteration: 1835 || Clusters count: 16 || Log posterior: -3763.7337500835274 || Iter Time:0.017930984497070312 || Total time:40.92025351524353 Iteration: 1836 || Clusters count: 16 || Log posterior: -3736.999306850842 || Iter Time:0.0231630802154541 || Total time:40.943416595458984 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -3785.4532869465597 || Iter Time:0.01760101318359375 || Total time:40.96101760864258 Iteration: 1838 || Clusters count: 16 || Log posterior: -3738.775375093247 || Iter Time:0.02221202850341797 || Total time:40.983229637145996 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 16 || Log posterior: -3757.6950431941395 || Iter Time:0.016353130340576172 || Total time:40.99958276748657 Iteration: 1840 || Clusters count: 16 || Log posterior: -3697.9214852177265 || Iter Time:0.0220029354095459 || Total 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|| Log posterior: -3719.130123740337 || Iter Time:0.020899057388305664 || Total time:41.136770725250244 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3773.7225367651904 || Iter Time:0.016548871994018555 || Total time:41.15331959724426 Iteration: 1848 || Clusters count: 16 || Log posterior: -3743.182696515071 || Iter Time:0.02144312858581543 || Total time:41.17476272583008 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -3751.1883278789246 || Iter Time:0.01745915412902832 || Total time:41.192221879959106 Iteration: 1850 || Clusters count: 16 || Log posterior: -3701.488607104366 || Iter Time:0.021680116653442383 || Total time:41.21390199661255 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3754.417950255296 || Iter Time:0.04106593132019043 || Total time:41.25496792793274 Iteration: 1852 || Clusters count: 16 || Log posterior: -3723.9305280074464 || Iter Time:0.021619081497192383 || Total time:41.27658700942993 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3793.323581225798 || Iter Time:0.016760826110839844 || Total time:41.29334783554077 Iteration: 1854 || Clusters count: 16 || Log posterior: -3756.883129402208 || Iter Time:0.020872116088867188 || Total time:41.31421995162964 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3805.1510286688713 || Iter Time:0.015265941619873047 || Total time:41.32948589324951 Iteration: 1856 || Clusters count: 16 || Log posterior: -3773.352948316308 || Iter Time:0.020016908645629883 || Total time:41.34950280189514 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3793.1168397595084 || Iter Time:0.01546788215637207 || Total time:41.364970684051514 Iteration: 1858 || Clusters count: 16 || Log posterior: -3739.2503066753225 || Iter Time:0.0218050479888916 || Total time:41.386775732040405 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3749.566614996157 || Iter Time:0.015702009201049805 || Total time:41.402477741241455 Iteration: 1860 || Clusters count: 16 || Log posterior: -3715.3113131131304 || Iter Time:0.020679950714111328 || Total time:41.423157691955566 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3813.6652921479094 || Iter Time:0.015292167663574219 || Total time:41.43844985961914 Iteration: 1862 || Clusters count: 16 || Log posterior: -3759.2802575910996 || Iter Time:0.020187854766845703 || Total time:41.458637714385986 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3844.7997242132997 || Iter Time:0.016267061233520508 || Total time:41.47490477561951 Iteration: 1864 || Clusters count: 16 || Log posterior: -3813.311495672217 || Iter Time:0.02140212059020996 || Total time:41.49630689620972 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3786.8941731109758 || Iter Time:0.015835046768188477 || Total time:41.512141942977905 Iteration: 1866 || Clusters count: 16 || Log posterior: -3749.691498375766 || Iter Time:0.022403955459594727 || Total time:41.5345458984375 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3773.2127903589417 || Iter Time:0.016265153884887695 || Total time:41.55081105232239 Iteration: 1868 || Clusters count: 16 || Log posterior: -3738.905775822613 || Iter Time:0.021244049072265625 || Total time:41.57205510139465 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3752.3032060003234 || Iter Time:0.016135215759277344 || Total time:41.58819031715393 Iteration: 1870 || Clusters count: 16 || Log posterior: -3724.5026661385914 || Iter Time:0.020947933197021484 || Total time:41.60913825035095 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 17 || Log posterior: -3728.0210253241535 || Iter Time:0.01593613624572754 || Total time:41.62507438659668 Iteration: 1872 || Clusters count: 17 || Log posterior: -3684.886467133932 || Iter Time:0.02114105224609375 || Total time:41.64621543884277 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -3731.427926094027 || Iter Time:0.015855073928833008 || Total time:41.662070512771606 Iteration: 1874 || Clusters count: 17 || Log posterior: -3703.4359789527325 || Iter Time:0.02080512046813965 || Total time:41.682875633239746 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -3777.677926605037 || Iter Time:0.01654791831970215 || Total time:41.69942355155945 Iteration: 1876 || Clusters count: 17 || Log posterior: -3729.065108971265 || Iter Time:0.021213054656982422 || Total time:41.72063660621643 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 17 || Log posterior: -3738.0930562399085 || Iter Time:0.0158538818359375 || Total time:41.73649048805237 Iteration: 1878 || Clusters count: 17 || Log posterior: -3690.0416790901154 || Iter Time:0.04510092735290527 || Total time:41.78159141540527 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 17 || Log posterior: -3777.0423230298366 || Iter Time:0.016363143920898438 || Total time:41.79795455932617 Iteration: 1880 || Clusters count: 17 || Log posterior: -3735.2994043691465 || Iter Time:0.022243976593017578 || Total time:41.82019853591919 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 17 || Log posterior: -3832.8970521958104 || Iter Time:0.018490076065063477 || Total time:41.83868861198425 Iteration: 1882 || Clusters count: 17 || Log posterior: -3774.6142660099767 || Iter Time:0.022024869918823242 || Total time:41.860713481903076 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 17 || Log posterior: -3813.595566627279 || Iter Time:0.015939950942993164 || Total time:41.87665343284607 Iteration: 1884 || Clusters count: 17 || Log posterior: -3774.3407026935133 || Iter Time:0.02212810516357422 || Total time:41.898781538009644 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 17 || Log posterior: -3767.0900242115267 || Iter Time:0.016947031021118164 || Total time:41.91572856903076 Iteration: 1886 || Clusters count: 16 || Log posterior: -3719.287517692065 || Iter Time:0.021300077438354492 || Total time:41.937028646469116 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3711.880632497065 || Iter Time:0.016766786575317383 || Total time:41.953795433044434 Iteration: 1888 || Clusters count: 16 || Log posterior: -3687.910875215226 || Iter Time:0.022773027420043945 || Total time:41.97656846046448 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3812.6772598724074 || Iter Time:0.017830848693847656 || Total time:41.994399309158325 Iteration: 1890 || Clusters count: 16 || Log posterior: -3769.751719266026 || Iter Time:0.02214193344116211 || Total time:42.01654124259949 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3796.380023577558 || Iter Time:0.017000913619995117 || Total time:42.03354215621948 Iteration: 1892 || Clusters count: 16 || Log posterior: -3746.9801883956357 || Iter Time:0.020704030990600586 || Total time:42.05424618721008 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 16 || Log posterior: -3725.1044005517847 || Iter Time:0.016737937927246094 || Total time:42.07098412513733 Iteration: 1894 || Clusters count: 16 || Log posterior: -3680.1125966178893 || Iter Time:0.021589040756225586 || Total time:42.092573165893555 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 16 || Log posterior: -3697.0852283300173 || Iter Time:0.016910076141357422 || Total time:42.10948324203491 Iteration: 1896 || Clusters count: 16 || Log posterior: -3667.209861729921 || Iter Time:0.021998882293701172 || Total time:42.13148212432861 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3734.860078342686 || Iter Time:0.016369104385375977 || Total time:42.14785122871399 Iteration: 1898 || Clusters count: 16 || Log posterior: -3698.7187811586896 || Iter Time:0.022277116775512695 || Total time:42.1701283454895 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -3762.5749901902427 || Iter Time:0.016391992568969727 || Total time:42.18652033805847 Iteration: 1900 || Clusters count: 16 || Log posterior: -3735.5357322905247 || Iter Time:0.021680116653442383 || Total time:42.208200454711914 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3784.7017758336915 || Iter Time:0.01699090003967285 || Total time:42.22519135475159 Iteration: 1902 || Clusters count: 16 || Log posterior: -3744.5417028371803 || Iter Time:0.02163982391357422 || Total time:42.24683117866516 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -3750.29911512873 || Iter Time:0.017448902130126953 || Total time:42.26428008079529 Iteration: 1904 || Clusters count: 16 || Log posterior: -3716.2060939158473 || Iter Time:0.04252791404724121 || Total time:42.30680799484253 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -3766.082378511391 || Iter Time:0.018174171447753906 || Total time:42.32498216629028 Iteration: 1906 || Clusters count: 16 || Log posterior: -3732.267369833634 || Iter Time:0.021013975143432617 || Total time:42.345996141433716 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3741.5705541270895 || Iter Time:0.016353845596313477 || Total time:42.36234998703003 Iteration: 1908 || Clusters count: 16 || Log posterior: -3705.111620440468 || Iter Time:0.020753145217895508 || Total time:42.383103132247925 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3744.600600187882 || Iter Time:0.016449928283691406 || Total time:42.399553060531616 Iteration: 1910 || Clusters count: 16 || Log posterior: -3703.1860771200204 || Iter Time:0.02182793617248535 || Total time:42.4213809967041 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3749.8681208454173 || Iter Time:0.01755380630493164 || Total time:42.43893480300903 Iteration: 1912 || Clusters count: 16 || Log posterior: -3715.7917320246247 || Iter Time:0.022298097610473633 || Total time:42.46123290061951 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3742.816413806394 || Iter Time:0.017309904098510742 || Total time:42.47854280471802 Iteration: 1914 || Clusters count: 16 || Log posterior: -3695.0303614671916 || Iter Time:0.022487878799438477 || Total time:42.501030683517456 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3750.377877060235 || Iter Time:0.016501903533935547 || Total time:42.51753258705139 Iteration: 1916 || Clusters count: 16 || Log posterior: -3712.5675142997115 || Iter Time:0.020164012908935547 || Total time:42.53769659996033 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3762.7447756478023 || Iter Time:0.017925024032592773 || Total time:42.55562162399292 Iteration: 1918 || Clusters count: 16 || Log posterior: -3726.2200844832696 || Iter Time:0.020926952362060547 || Total time:42.57654857635498 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3759.182694750186 || Iter Time:0.016716957092285156 || Total time:42.593265533447266 Iteration: 1920 || Clusters count: 16 || Log posterior: -3727.9175678670467 || Iter Time:0.021114110946655273 || Total time:42.61437964439392 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3741.151003786374 || Iter Time:0.017340898513793945 || Total time:42.631720542907715 Iteration: 1922 || Clusters count: 16 || Log posterior: -3719.144298228433 || Iter Time:0.021960973739624023 || Total time:42.65368151664734 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3761.1497167677867 || Iter Time:0.017992019653320312 || Total time:42.67167353630066 Iteration: 1924 || Clusters count: 16 || Log posterior: -3720.8318605670966 || Iter Time:0.022301197052001953 || Total time:42.69397473335266 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 16 || Log posterior: -3773.1065268026855 || Iter Time:0.01726388931274414 || Total time:42.711238622665405 Iteration: 1926 || Clusters count: 16 || Log posterior: -3724.50882210935 || Iter Time:0.021191120147705078 || Total time:42.73242974281311 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3762.494673411681 || Iter Time:0.01569199562072754 || Total time:42.74812173843384 Iteration: 1928 || Clusters count: 16 || Log posterior: -3727.6572875642205 || Iter Time:0.021324872970581055 || Total time:42.76944661140442 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3762.932454143129 || Iter Time:0.016057968139648438 || Total time:42.78550457954407 Iteration: 1930 || Clusters count: 16 || Log posterior: -3709.837823508994 || Iter Time:0.02237081527709961 || Total time:42.80787539482117 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3701.1864195622784 || Iter Time:0.041580915451049805 || Total time:42.84945631027222 Iteration: 1932 || Clusters count: 16 || Log posterior: -3663.423316215061 || Iter Time:0.022463083267211914 || Total time:42.87191939353943 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3727.414197561691 || Iter Time:0.01747918128967285 || Total time:42.8893985748291 Iteration: 1934 || Clusters count: 16 || Log posterior: -3676.2504954029673 || Iter Time:0.0211181640625 || Total time:42.9105167388916 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3745.6651241335367 || Iter Time:0.01728200912475586 || Total time:42.92779874801636 Iteration: 1936 || Clusters count: 16 || Log posterior: -3708.2975077085675 || Iter Time:0.021847963333129883 || Total time:42.94964671134949 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3723.0977601685127 || Iter Time:0.016595840454101562 || Total time:42.96624255180359 Iteration: 1938 || Clusters count: 16 || Log posterior: -3693.6116367566597 || Iter Time:0.021600008010864258 || Total time:42.98784255981445 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3739.743879035118 || Iter Time:0.017709970474243164 || Total time:43.005552530288696 Iteration: 1940 || Clusters count: 16 || Log posterior: -3683.210668834525 || Iter Time:0.0219881534576416 || Total time:43.02754068374634 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3747.360243947022 || Iter Time:0.016191959381103516 || Total time:43.04373264312744 Iteration: 1942 || Clusters count: 16 || Log posterior: -3714.2940706260174 || Iter Time:0.020652055740356445 || Total time:43.0643846988678 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3724.6727294887337 || Iter Time:0.017193078994750977 || Total time:43.08157777786255 Iteration: 1944 || Clusters count: 16 || Log posterior: -3704.0646952338793 || Iter Time:0.02121281623840332 || Total time:43.10279059410095 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3736.5335872858705 || Iter Time:0.0156400203704834 || Total time:43.118430614471436 Iteration: 1946 || Clusters count: 16 || Log posterior: -3704.209990681301 || Iter Time:0.020463943481445312 || Total time:43.13889455795288 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3750.199660302038 || Iter Time:0.016803979873657227 || Total time:43.15569853782654 Iteration: 1948 || Clusters count: 16 || Log posterior: -3725.508646770554 || Iter Time:0.02238297462463379 || Total time:43.17808151245117 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3754.7627048535855 || Iter Time:0.016037940979003906 || Total time:43.194119453430176 Iteration: 1950 || Clusters count: 16 || Log posterior: -3728.6166833978723 || Iter Time:0.020969152450561523 || Total time:43.21508860588074 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3790.731172449855 || Iter Time:0.01657700538635254 || Total time:43.23166561126709 Iteration: 1952 || Clusters count: 16 || Log posterior: -3749.4649482956675 || Iter Time:0.020679950714111328 || Total time:43.2523455619812 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3744.661549420387 || Iter Time:0.016954898834228516 || Total time:43.26930046081543 Iteration: 1954 || Clusters count: 16 || Log posterior: -3711.2287791276276 || Iter Time:0.022236108779907227 || Total time:43.29153656959534 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3790.4810126768402 || Iter Time:0.016458988189697266 || Total time:43.307995557785034 Iteration: 1956 || Clusters count: 16 || Log posterior: -3753.9300766662404 || Iter Time:0.02273702621459961 || Total time:43.330732583999634 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3756.273615278916 || Iter Time:0.018435955047607422 || Total time:43.34916853904724 Iteration: 1958 || Clusters count: 16 || Log posterior: -3726.3440473636974 || Iter Time:0.044467926025390625 || Total time:43.39363646507263 Loading and distributing data: 0.000291 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -3726.088470086657 || Iter Time:0.015923023223876953 || Total time:43.40955948829651 Iteration: 1960 || Clusters count: 16 || Log posterior: -3689.59924801157 || Iter Time:0.021550893783569336 || Total time:43.43111038208008 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3735.711314721426 || Iter Time:0.01639413833618164 || Total time:43.44750452041626 Iteration: 1962 || Clusters count: 16 || Log posterior: -3695.262103137041 || Iter Time:0.021062850952148438 || Total time:43.46856737136841 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3744.968880121642 || Iter Time:0.016597986221313477 || Total time:43.48516535758972 Iteration: 1964 || Clusters count: 16 || Log posterior: -3717.3705865158377 || Iter Time:0.020928144454956055 || Total time:43.50609350204468 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3755.137796812621 || Iter Time:0.01783609390258789 || Total time:43.523929595947266 Iteration: 1966 || Clusters count: 16 || Log posterior: -3718.2532366981 || Iter Time:0.023140907287597656 || Total time:43.54707050323486 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3747.515300120348 || Iter Time:0.017631053924560547 || Total time:43.564701557159424 Iteration: 1968 || Clusters count: 16 || Log posterior: -3695.918158269992 || Iter Time:0.02180314064025879 || Total time:43.58650469779968 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3724.2491693511834 || Iter Time:0.017150163650512695 || Total time:43.603654861450195 Iteration: 1970 || Clusters count: 16 || Log posterior: -3686.4195130840085 || Iter Time:0.022060871124267578 || Total time:43.62571573257446 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3734.7047171302756 || Iter Time:0.01683783531188965 || Total time:43.64255356788635 Iteration: 1972 || Clusters count: 16 || Log posterior: -3704.600155869019 || Iter Time:0.021149158477783203 || Total time:43.663702726364136 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3738.143744588174 || Iter Time:0.017796993255615234 || Total time:43.68149971961975 Iteration: 1974 || Clusters count: 16 || Log posterior: -3711.098525137068 || Iter Time:0.021828889846801758 || Total time:43.70332860946655 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3787.537293401673 || Iter Time:0.016041040420532227 || Total time:43.719369649887085 Iteration: 1976 || Clusters count: 16 || Log posterior: -3741.8315313695557 || Iter Time:0.022217988967895508 || Total time:43.74158763885498 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3797.1344017406955 || Iter Time:0.01708197593688965 || Total time:43.75866961479187 Iteration: 1978 || Clusters count: 16 || Log posterior: -3763.0186643991947 || Iter Time:0.021610021591186523 || Total time:43.78027963638306 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3778.9444762898706 || Iter Time:0.016104936599731445 || Total time:43.79638457298279 Iteration: 1980 || Clusters count: 16 || Log posterior: -3736.2598249705575 || Iter Time:0.02116703987121582 || Total time:43.817551612854004 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3732.5840972427814 || Iter Time:0.0164182186126709 || Total time:43.833969831466675 Iteration: 1982 || Clusters count: 16 || Log posterior: -3713.211566379564 || Iter Time:0.0228579044342041 || Total time:43.85682773590088 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3751.6007079781957 || Iter Time:0.017109155654907227 || Total time:43.873936891555786 Iteration: 1984 || Clusters count: 16 || Log posterior: -3735.1756240449317 || Iter Time:0.022268056869506836 || Total time:43.89620494842529 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3779.528367904693 || Iter Time:0.016850948333740234 || Total time:43.91305589675903 Iteration: 1986 || Clusters count: 16 || Log posterior: -3725.450387831076 || Iter Time:0.04539608955383301 || Total time:43.958451986312866 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3706.678496553859 || Iter Time:0.0178070068359375 || Total time:43.976258993148804 Iteration: 1988 || Clusters count: 16 || Log posterior: -3679.3701059172763 || Iter Time:0.02073216438293457 || Total time:43.99699115753174 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3703.0377668658766 || Iter Time:0.016610145568847656 || Total time:44.013601303100586 Iteration: 1990 || Clusters count: 16 || Log posterior: -3679.3792802474136 || Iter Time:0.021535873413085938 || Total time:44.03513717651367 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3746.6895845876993 || Iter Time:0.017401933670043945 || Total time:44.052539110183716 Iteration: 1992 || Clusters count: 16 || Log posterior: -3725.92911955647 || Iter Time:0.021416902542114258 || Total time:44.07395601272583 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3792.531736514919 || Iter Time:0.01655101776123047 || Total time:44.09050703048706 Iteration: 1994 || Clusters count: 16 || Log posterior: -3748.7285611943394 || Iter Time:0.022162914276123047 || Total time:44.112669944763184 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3757.4126980319834 || Iter Time:0.016768932342529297 || Total time:44.12943887710571 Iteration: 1996 || Clusters count: 16 || Log posterior: -3725.148188671575 || Iter Time:0.021820783615112305 || Total time:44.151259660720825 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3744.0508760675 || Iter Time:0.01599597930908203 || Total time:44.16725564002991 Iteration: 1998 || Clusters count: 16 || Log posterior: -3703.559985523096 || Iter Time:0.021493911743164062 || Total time:44.18874955177307 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -3735.1469156141793 || Iter Time:0.017757892608642578 || Total time:44.206507444381714 Iteration: 2000 || Clusters count: 16 || Log posterior: -3693.638815340493 || Iter Time:0.021090030670166016 || Total time:44.22759747505188 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3727.2951993494526 || Iter Time:0.015928030014038086 || Total time:44.24352550506592 Iteration: 2002 || Clusters count: 16 || Log posterior: -3696.8813952382384 || Iter Time:0.02131485939025879 || Total time:44.26484036445618 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3779.685585254151 || Iter Time:0.01569509506225586 || Total time:44.28053545951843 Iteration: 2004 || Clusters count: 16 || Log posterior: -3740.5988858154597 || Iter Time:0.021525859832763672 || Total time:44.302061319351196 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3743.6692085636423 || Iter Time:0.01610398292541504 || Total time:44.31816530227661 Iteration: 2006 || Clusters count: 16 || Log posterior: -3706.2411969101577 || Iter Time:0.02045893669128418 || Total time:44.338624238967896 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3751.455017496486 || Iter Time:0.016041994094848633 || Total time:44.354666233062744 Iteration: 2008 || Clusters count: 16 || Log posterior: -3714.03981742109 || Iter Time:0.02274298667907715 || Total time:44.37740921974182 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3763.190877833076 || Iter Time:0.016374826431274414 || Total time:44.393784046173096 Iteration: 2010 || Clusters count: 16 || Log posterior: -3728.2788430649885 || Iter Time:0.021486997604370117 || Total time:44.415271043777466 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -3736.1146148570983 || Iter Time:0.016713857650756836 || Total time:44.43198490142822 Iteration: 2012 || Clusters count: 16 || Log posterior: -3709.089053700241 || Iter Time:0.02162313461303711 || Total time:44.45360803604126 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3734.217915732831 || Iter Time:0.017401933670043945 || Total time:44.471009969711304 Iteration: 2014 || Clusters count: 16 || Log posterior: -3706.600518938136 || Iter Time:0.02214813232421875 || Total time:44.49315810203552 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3739.6300782659255 || Iter Time:0.016623973846435547 || Total time:44.50978207588196 Iteration: 2016 || Clusters count: 16 || Log posterior: -3709.2818779595596 || Iter Time:0.022516965866088867 || Total time:44.53229904174805 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3714.670848719168 || Iter Time:0.015902996063232422 || Total time:44.54820203781128 Iteration: 2018 || Clusters count: 16 || Log posterior: -3676.716143967778 || Iter Time:0.022410869598388672 || Total time:44.57061290740967 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3754.4033429926453 || Iter Time:0.01733684539794922 || Total time:44.58794975280762 Iteration: 2020 || Clusters count: 16 || Log posterior: -3718.167444866998 || Iter Time:0.023416996002197266 || Total time:44.611366748809814 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3743.1453416167496 || Iter Time:0.017412900924682617 || Total time:44.6287796497345 Iteration: 2022 || Clusters count: 16 || Log posterior: -3711.1039062034015 || Iter Time:0.02164483070373535 || Total time:44.65042448043823 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3706.047408313832 || Iter Time:0.016603946685791016 || Total time:44.66702842712402 Iteration: 2024 || Clusters count: 16 || Log posterior: -3666.234935558334 || Iter Time:0.021008968353271484 || Total time:44.688037395477295 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3729.406425126664 || Iter Time:0.017590045928955078 || Total time:44.70562744140625 Iteration: 2026 || Clusters count: 16 || Log posterior: -3693.058340209822 || Iter Time:0.02228689193725586 || Total time:44.727914333343506 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3773.794673505717 || Iter Time:0.01665806770324707 || Total time:44.74457240104675 Iteration: 2028 || Clusters count: 16 || Log posterior: -3712.2809856888207 || Iter Time:0.02196812629699707 || Total time:44.76654052734375 Avg NMI: 0.9220354950826256 Full NMI: 0.8793210610774956 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m41.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 203.4s PkgEval succeeded after 392.19s