Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.748 (36a4616fc2*) started at 2025-06-17T18:06:42.173 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.18s ################################################################################ # 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 v1.6.0 [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 v0.1.2 ⌅ [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 v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [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 4.44s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 150.49s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_S7lm89/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_S7lm89/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 v1.6.0 [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 v0.1.2 ⌅ [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 v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [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: 3.395363 seconds (1.20 M allocations: 68.916 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:16.666972875595093 || Total time:16.666972875595093 Iteration: 1 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.006117820739746094 || Total time:16.67309069633484 Iteration: 2 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.005741119384765625 || Total time:16.678831815719604 Iteration: 3 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.0057299137115478516 || Total time:16.684561729431152 Iteration: 4 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.00556492805480957 || Total time:16.690126657485962 Iteration: 5 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.01743602752685547 || Total time:16.707562685012817 Iteration: 6 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.005764007568359375 || Total time:16.713326692581177 Iteration: 7 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.005682945251464844 || Total time:16.71900963783264 Iteration: 8 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.0056018829345703125 || Total time:16.724611520767212 Iteration: 9 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.00574803352355957 || Total time:16.73035955429077 Iteration: 10 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.0057010650634765625 || Total time:16.736060619354248 Iteration: 11 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.005891084671020508 || Total time:16.74195170402527 Iteration: 12 || Clusters count: 1 || Log posterior: -233364.85048629093 || Iter Time:0.005742073059082031 || Total time:16.74769377708435 Iteration: 13 || Clusters count: 2 || Log posterior: -233104.11660222002 || Iter Time:3.845335006713867 || Total time:20.593028783798218 Iteration: 14 || Clusters count: 2 || Log posterior: -233098.1349070214 || Iter Time:0.006270170211791992 || Total time:20.59929895401001 Iteration: 15 || Clusters count: 2 || Log posterior: -233100.00839552836 || Iter Time:0.0060329437255859375 || Total time:20.605331897735596 Iteration: 16 || Clusters count: 2 || Log posterior: -233122.09941976645 || Iter Time:0.006173849105834961 || Total time:20.61150574684143 Iteration: 17 || Clusters count: 2 || Log posterior: -233090.85128391118 || Iter Time:0.006124973297119141 || Total time:20.61763072013855 Iteration: 18 || Clusters count: 2 || Log posterior: -233063.60085180303 || Iter Time:0.0061190128326416016 || Total time:20.62374973297119 Iteration: 19 || Clusters count: 2 || Log posterior: -233072.8686535805 || Iter Time:0.006143808364868164 || Total time:20.62989354133606 Iteration: 20 || Clusters count: 2 || Log posterior: -232971.30728532566 || Iter Time:3.3950889110565186 || Total time:24.024982452392578 Loading and distributing data: 0.000777 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233243.06879238517 || Iter Time:0.030746936798095703 || Total time:24.055729389190674 Iteration: 22 || Clusters count: 2 || Log posterior: -233193.98161857823 || Iter Time:0.005863189697265625 || Total time:24.06159257888794 Iteration: 23 || Clusters count: 2 || Log posterior: -233190.1803948841 || Iter Time:0.005942106246948242 || Total time:24.067534685134888 Iteration: 24 || Clusters count: 2 || Log posterior: -233183.39967294503 || Iter Time:0.0058939456939697266 || Total time:24.073428630828857 Iteration: 25 || Clusters count: 2 || Log posterior: -233170.72106853334 || Iter Time:0.005764961242675781 || Total time:24.079193592071533 Iteration: 26 || Clusters count: 2 || Log posterior: -233181.5335816049 || Iter Time:0.0058019161224365234 || Total time:24.08499550819397 Iteration: 27 || Clusters count: 2 || Log posterior: -233178.79659575727 || Iter Time:0.0060389041900634766 || Total time:24.091034412384033 Iteration: 28 || Clusters count: 3 || Log posterior: -232956.39214623996 || Iter Time:0.007935047149658203 || Total time:24.09896945953369 Iteration: 29 || Clusters count: 3 || Log posterior: -232817.22444987396 || Iter Time:0.00615382194519043 || Total time:24.105123281478882 Iteration: 30 || Clusters count: 3 || Log posterior: -232786.97121351902 || Iter Time:0.006201982498168945 || Total time:24.11132526397705 Iteration: 31 || Clusters count: 3 || Log posterior: -232744.18708572036 || Iter Time:0.0063359737396240234 || Total time:24.117661237716675 Iteration: 32 || Clusters count: 3 || Log posterior: -232707.118001047 || Iter Time:0.006265163421630859 || Total time:24.123926401138306 Iteration: 33 || Clusters count: 3 || Log posterior: -232693.68092497345 || Iter Time:0.006165981292724609 || Total time:24.13009238243103 Iteration: 34 || Clusters count: 3 || Log posterior: -232666.51975886032 || Iter Time:0.0063021183013916016 || Total time:24.136394500732422 Iteration: 35 || Clusters count: 3 || Log posterior: -232623.73437734682 || Iter Time:0.0062749385833740234 || Total time:24.142669439315796 Iteration: 36 || Clusters count: 3 || Log posterior: -232603.59639045742 || Iter Time:0.006159067153930664 || Total time:24.148828506469727 Iteration: 37 || Clusters count: 3 || Log posterior: -232585.31620093077 || Iter Time:0.00633692741394043 || Total time:24.155165433883667 Iteration: 38 || Clusters count: 4 || Log posterior: -232299.61379099707 || Iter Time:0.008079051971435547 || Total time:24.163244485855103 Iteration: 39 || Clusters count: 4 || Log posterior: -232218.5446108097 || Iter Time:0.006827116012573242 || Total time:24.170071601867676 Iteration: 40 || Clusters count: 4 || Log posterior: -232201.58558443608 || Iter Time:0.006643056869506836 || Total time:24.176714658737183 Iteration: 41 || Clusters count: 4 || Log posterior: -232082.9639936896 || Iter Time:0.0066602230072021484 || Total time:24.183374881744385 Loading and distributing data: 0.000683 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262163.4109541678 || Iter Time:0.006979942321777344 || Total time:24.190354824066162 Iteration: 43 || Clusters count: 4 || Log posterior: -262082.2054468702 || Iter Time:0.0067348480224609375 || Total time:24.197089672088623 Iteration: 44 || Clusters count: 4 || Log posterior: -262035.9796937217 || Iter Time:0.006741046905517578 || Total time:24.20383071899414 Iteration: 45 || Clusters count: 4 || Log posterior: -262033.3011863818 || Iter Time:0.006673097610473633 || Total time:24.210503816604614 Iteration: 46 || Clusters count: 4 || Log posterior: -262040.15058872857 || Iter Time:0.006865978240966797 || Total time:24.21736979484558 Iteration: 47 || Clusters count: 4 || Log posterior: -262055.05203530504 || Iter Time:0.0067059993743896484 || Total time:24.22407579421997 Iteration: 48 || Clusters count: 4 || Log posterior: -262027.76254545775 || Iter Time:0.006536960601806641 || Total time:24.230612754821777 Iteration: 49 || Clusters count: 4 || Log posterior: -262035.13285124695 || Iter Time:0.006677150726318359 || Total time:24.237289905548096 Iteration: 50 || Clusters count: 5 || Log posterior: -261728.10902554536 || Iter Time:0.007835149765014648 || Total time:24.24512505531311 Iteration: 51 || Clusters count: 5 || Log posterior: -261646.59859209473 || Iter Time:0.006986141204833984 || Total time:24.252111196517944 Iteration: 52 || Clusters count: 5 || Log posterior: -261669.4071766248 || Iter Time:0.0069580078125 || Total time:24.259069204330444 Iteration: 53 || Clusters count: 7 || Log posterior: -261148.2119135747 || Iter Time:0.009234905242919922 || Total time:24.268304109573364 Iteration: 54 || Clusters count: 7 || Log posterior: -261008.18062855734 || Iter Time:0.007682085037231445 || Total time:24.275986194610596 Iteration: 55 || Clusters count: 7 || Log posterior: -260991.02804622427 || Iter Time:0.007863998413085938 || Total time:24.28385019302368 Iteration: 56 || Clusters count: 7 || Log posterior: -261023.35869014746 || Iter Time:0.007703065872192383 || Total time:24.291553258895874 Iteration: 57 || Clusters count: 8 || Log posterior: -260626.49697469943 || Iter Time:0.009454011917114258 || Total time:24.30100727081299 Iteration: 58 || Clusters count: 8 || Log posterior: -260576.06866931435 || Iter Time:0.007976055145263672 || Total time:24.308983325958252 Iteration: 59 || Clusters count: 8 || Log posterior: -260567.92775493453 || Iter Time:0.007990121841430664 || Total time:24.316973447799683 Iteration: 60 || Clusters count: 8 || Log posterior: -260544.7597338249 || Iter Time:0.008035898208618164 || Total time:24.3250093460083 Iteration: 61 || Clusters count: 8 || Log posterior: -260524.2943859103 || Iter Time:0.028837919235229492 || Total time:24.35384726524353 Iteration: 62 || Clusters count: 8 || Log posterior: -260454.5163860002 || Iter Time:0.008090019226074219 || Total time:24.361937284469604 Loading and distributing data: 0.000652 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260677.0250734221 || Iter Time:0.008629083633422852 || Total time:24.370566368103027 Iteration: 64 || Clusters count: 8 || Log posterior: -260572.19417834 || Iter Time:0.008271932601928711 || Total time:24.378838300704956 Iteration: 65 || Clusters count: 9 || Log posterior: -260228.7178595279 || Iter Time:0.00956106185913086 || Total time:24.388399362564087 Iteration: 66 || Clusters count: 9 || Log posterior: -260183.03019275013 || Iter Time:0.00851893424987793 || Total time:24.396918296813965 Iteration: 67 || Clusters count: 9 || Log posterior: -260164.11502302665 || Iter Time:0.00871896743774414 || Total time:24.40563726425171 Iteration: 68 || Clusters count: 10 || Log posterior: -260114.50369162904 || Iter Time:0.8141398429870605 || Total time:25.21977710723877 Iteration: 69 || Clusters count: 10 || Log posterior: -260003.25465463148 || Iter Time:0.00999307632446289 || Total time:25.229770183563232 Iteration: 70 || Clusters count: 11 || Log posterior: -259585.7926950671 || Iter Time:0.010946989059448242 || Total time:25.24071717262268 Iteration: 71 || Clusters count: 11 || Log posterior: -259575.4301841046 || Iter Time:0.022736072540283203 || Total time:25.263453245162964 Iteration: 72 || Clusters count: 13 || Log posterior: -258993.1441846936 || Iter Time:0.012275934219360352 || Total time:25.275729179382324 Iteration: 73 || Clusters count: 14 || Log posterior: -258562.91696724793 || Iter Time:0.028367996215820312 || Total time:25.304097175598145 Iteration: 74 || Clusters count: 14 || Log posterior: -258511.36217858896 || Iter Time:0.010745048522949219 || Total time:25.314842224121094 Iteration: 75 || Clusters count: 14 || Log posterior: -258511.5256591334 || Iter Time:0.010854005813598633 || Total time:25.325696229934692 Iteration: 76 || Clusters count: 14 || Log posterior: -258516.46463878662 || Iter Time:0.010840892791748047 || Total time:25.33653712272644 Iteration: 77 || Clusters count: 14 || Log posterior: -258526.03490694315 || Iter Time:0.010749101638793945 || Total time:25.347286224365234 Iteration: 78 || Clusters count: 14 || Log posterior: -258511.88967303955 || Iter Time:0.010838985443115234 || Total time:25.35812520980835 Iteration: 79 || Clusters count: 14 || Log posterior: -258502.6643088187 || Iter Time:0.011046886444091797 || Total time:25.36917209625244 Iteration: 80 || Clusters count: 14 || Log posterior: -258431.9296361034 || Iter Time:0.011379003524780273 || Total time:25.38055109977722 Iteration: 81 || Clusters count: 14 || Log posterior: -258402.3207557713 || Iter Time:0.011278152465820312 || Total time:25.391829252243042 Iteration: 82 || Clusters count: 14 || Log posterior: -258376.7916540263 || Iter Time:0.025273799896240234 || Total time:25.417103052139282 Iteration: 83 || Clusters count: 14 || Log posterior: -258352.74670159194 || Iter Time:0.010985136032104492 || Total time:25.428088188171387 Loading and distributing data: 0.000656 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258157.8522765962 || Iter Time:0.011905908584594727 || Total time:25.43999409675598 Iteration: 85 || Clusters count: 14 || Log posterior: -258097.9600526879 || Iter Time:0.012710094451904297 || Total time:25.452704191207886 Iteration: 86 || Clusters count: 14 || Log posterior: -258086.3099859157 || Iter Time:0.012611150741577148 || Total time:25.465315341949463 Iteration: 87 || Clusters count: 17 || Log posterior: -257123.5428628098 || Iter Time:0.01611495018005371 || Total time:25.481430292129517 Iteration: 88 || Clusters count: 19 || Log posterior: -256376.7454965609 || Iter Time:0.01635003089904785 || Total time:25.497780323028564 Iteration: 89 || Clusters count: 19 || Log posterior: -256296.4580874677 || Iter Time:0.019891977310180664 || Total time:25.517672300338745 Iteration: 90 || Clusters count: 19 || Log posterior: -256299.1352153113 || Iter Time:0.015056848526000977 || Total time:25.532729148864746 Iteration: 91 || Clusters count: 19 || Log posterior: -256285.70636063462 || Iter Time:0.015028953552246094 || Total time:25.547758102416992 Iteration: 92 || Clusters count: 19 || Log posterior: -256300.98911264623 || Iter Time:0.015167951583862305 || Total time:25.562926054000854 Iteration: 93 || Clusters count: 20 || Log posterior: -256131.7164033072 || Iter Time:0.016303062438964844 || Total time:25.57922911643982 Iteration: 94 || Clusters count: 20 || Log posterior: -256112.64350191315 || Iter Time:0.020307064056396484 || Total time:25.599536180496216 Iteration: 95 || Clusters count: 20 || Log posterior: -256100.11769473518 || Iter Time:0.015443801879882812 || Total time:25.6149799823761 Iteration: 96 || Clusters count: 20 || Log posterior: -256103.02540394326 || Iter Time:0.015373945236206055 || Total time:25.630353927612305 Iteration: 97 || Clusters count: 20 || Log posterior: -256109.417796979 || Iter Time:0.018671035766601562 || Total time:25.649024963378906 Iteration: 98 || Clusters count: 20 || Log posterior: -256103.08684306027 || Iter Time:0.015733957290649414 || Total time:25.664758920669556 Iteration: 99 || Clusters count: 20 || Log posterior: -256106.50917625785 || Iter Time:0.015540838241577148 || Total time:25.680299758911133 Iteration: 100 || Clusters count: 20 || Log posterior: -256105.16159599074 || Iter Time:0.01524209976196289 || Total time:25.695541858673096 Iteration: 101 || Clusters count: 20 || Log posterior: -256102.88274714752 || Iter Time:0.01953601837158203 || Total time:25.715077877044678 Iteration: 102 || Clusters count: 20 || Log posterior: -256104.7015482949 || Iter Time:0.019169092178344727 || Total time:25.734246969223022 Iteration: 103 || Clusters count: 20 || Log posterior: -256097.62361941635 || Iter Time:0.023820877075195312 || Total time:25.758067846298218 Iteration: 104 || Clusters count: 20 || Log posterior: -256097.62361941635 || Iter Time:0.027026891708374023 || Total time:25.785094738006592 Loading and distributing data: 0.000644 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -256135.57304165637 || Iter Time:0.025215864181518555 || Total time:25.81031060218811 Iteration: 106 || Clusters count: 20 || Log posterior: -256080.62106174068 || Iter Time:0.028666019439697266 || Total time:25.838976621627808 Iteration: 107 || Clusters count: 20 || Log posterior: -256073.16171417924 || Iter Time:0.02495288848876953 || Total time:25.863929510116577 Iteration: 108 || Clusters count: 20 || Log posterior: -256081.23870511632 || Iter Time:0.027107954025268555 || Total time:25.891037464141846 Iteration: 109 || Clusters count: 20 || Log posterior: -256084.44651210602 || Iter Time:0.031649112701416016 || 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time:26.330153703689575 Iteration: 124 || Clusters count: 20 || Log posterior: -256075.4852923736 || Iter Time:0.027659177780151367 || Total time:26.357812881469727 Iteration: 125 || Clusters count: 20 || Log posterior: -256073.04484861455 || Iter Time:0.030020952224731445 || Total time:26.387833833694458 Loading and distributing data: 0.000637 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -256075.530394377 || Iter Time:0.027377843856811523 || Total time:26.41521167755127 Iteration: 127 || Clusters count: 20 || Log posterior: -256061.81813114855 || Iter Time:0.027319908142089844 || Total time:26.44253158569336 Iteration: 128 || Clusters count: 20 || Log posterior: -256064.60773461338 || Iter Time:0.031165122985839844 || Total time:26.4736967086792 Iteration: 129 || Clusters count: 20 || Log posterior: -256060.99253262507 || Iter Time:0.027226924896240234 || Total time:26.50092363357544 Iteration: 130 || Clusters count: 20 || Log posterior: -256057.40188828058 || Iter Time:0.03116297721862793 || Total time:26.532086610794067 Iteration: 131 || Clusters count: 20 || Log posterior: -256053.06918005963 || Iter Time:0.027565956115722656 || Total time:26.55965256690979 Iteration: 132 || Clusters count: 20 || Log posterior: -256062.74961930152 || Iter Time:0.0313870906829834 || Total time:26.591039657592773 Iteration: 133 || Clusters count: 20 || Log posterior: -256066.80263995525 || Iter Time:0.028262853622436523 || Total time:26.61930251121521 Iteration: 134 || Clusters count: 20 || Log posterior: -256070.48017905524 || Iter Time:0.027276992797851562 || Total time:26.64657950401306 Iteration: 135 || Clusters count: 20 || Log posterior: -256061.82850678588 || Iter Time:0.03168606758117676 || Total time:26.67826557159424 Iteration: 136 || Clusters count: 20 || Log posterior: -256067.26018179732 || Iter Time:0.028178930282592773 || Total time:26.70644450187683 Iteration: 137 || Clusters count: 20 || Log posterior: -256059.60032780058 || Iter Time:0.03128409385681152 || Total time:26.737728595733643 Iteration: 138 || Clusters count: 20 || Log posterior: -256059.6252197136 || Iter Time:0.027643918991088867 || Total time:26.76537251472473 Iteration: 139 || Clusters count: 20 || Log posterior: -256054.72227826767 || Iter Time:0.031000137329101562 || Total time:26.796372652053833 Iteration: 140 || Clusters count: 20 || Log posterior: -256064.28580763828 || Iter Time:0.028470993041992188 || Total time:26.824843645095825 Iteration: 141 || Clusters count: 20 || Log posterior: -256066.71249176798 || Iter Time:0.02759099006652832 || Total time:26.852434635162354 Iteration: 142 || Clusters count: 20 || Log posterior: -256055.4580481972 || Iter Time:0.031152009963989258 || Total time:26.883586645126343 Iteration: 143 || Clusters count: 20 || Log posterior: -256066.59663793215 || Iter Time:0.027688026428222656 || Total time:26.911274671554565 Iteration: 144 || Clusters count: 20 || Log posterior: -256059.2754321961 || Iter Time:0.030614852905273438 || Total time:26.94188952445984 Iteration: 145 || Clusters count: 20 || Log posterior: -256061.7143759542 || Iter Time:0.027452945709228516 || Total time:26.969342470169067 Iteration: 146 || Clusters count: 20 || Log posterior: -256057.7196356712 || Iter Time:0.02539801597595215 || Total time:26.99474048614502 Loading and distributing data: 0.004256 seconds (128 allocations: 395.992 KiB, 76.78% gc time) Iteration: 147 || Clusters count: 20 || Log posterior: -256049.48537766465 || Iter Time:0.028528928756713867 || Total time:27.023269414901733 Iteration: 148 || Clusters count: 20 || Log posterior: -256011.76663113246 || Iter Time:0.02735614776611328 || Total time:27.050625562667847 Iteration: 149 || Clusters count: 20 || Log posterior: -256011.07141207525 || Iter Time:0.03177809715270996 || Total time:27.082403659820557 Iteration: 150 || Clusters count: 20 || Log posterior: -256009.70011843406 || Iter Time:0.027816057205200195 || 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time:27.505003452301025 Iteration: 165 || Clusters count: 20 || Log posterior: -255921.21819383287 || Iter Time:0.026355981826782227 || Total time:27.531359434127808 Iteration: 166 || Clusters count: 20 || Log posterior: -255917.91379238453 || Iter Time:0.030234098434448242 || Total time:27.561593532562256 Iteration: 167 || Clusters count: 20 || Log posterior: -255917.91379238453 || Iter Time:0.024348020553588867 || Total time:27.585941553115845 Loading and distributing data: 0.000630 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256322.37863555946 || Iter Time:0.029178857803344727 || Total time:27.61512041091919 Iteration: 169 || Clusters count: 20 || Log posterior: -256275.8603367406 || Iter Time:0.02634119987487793 || Total time:27.641461610794067 Iteration: 170 || Clusters count: 20 || Log posterior: -256274.9079907507 || Iter Time:0.025846004486083984 || Total time:27.66730761528015 Iteration: 171 || Clusters count: 20 || Log posterior: -256258.48560229028 || Iter Time:0.030172109603881836 || Total time:27.697479724884033 Iteration: 172 || Clusters count: 20 || Log posterior: -256257.42730609275 || Iter Time:0.025869131088256836 || Total time:27.72334885597229 Iteration: 173 || Clusters count: 20 || Log posterior: -256265.71388256384 || Iter Time:0.030097007751464844 || Total time:27.753445863723755 Iteration: 174 || Clusters count: 20 || Log posterior: -256258.87115909928 || Iter Time:0.0261991024017334 || Total time:27.77964496612549 Iteration: 175 || Clusters count: 20 || Log posterior: -256257.01216296342 || Iter Time:0.02619004249572754 || Total time:27.805835008621216 Iteration: 176 || Clusters count: 20 || Log posterior: -256258.334347792 || Iter Time:0.02978205680847168 || Total time:27.835617065429688 Iteration: 177 || Clusters count: 20 || Log posterior: -256262.19242780094 || Iter Time:0.026379823684692383 || Total time:27.86199688911438 Iteration: 178 || Clusters count: 20 || Log posterior: -256263.2607486616 || Iter Time:0.02915501594543457 || Total time:27.891151905059814 Iteration: 179 || Clusters count: 20 || Log posterior: -256267.85154391505 || Iter Time:0.02605414390563965 || Total time:27.917206048965454 Iteration: 180 || Clusters count: 20 || Log posterior: -256269.921571889 || Iter Time:0.02931690216064453 || Total time:27.9465229511261 Iteration: 181 || Clusters count: 20 || Log posterior: -256269.4540206779 || Iter Time:0.026274919509887695 || Total time:27.972797870635986 Iteration: 182 || Clusters count: 20 || Log posterior: -256264.50243011987 || Iter Time:0.02626490592956543 || Total time:27.99906277656555 Iteration: 183 || Clusters count: 20 || Log posterior: -256262.82051609727 || Iter Time:0.032145023345947266 || Total time:28.0312077999115 Iteration: 184 || Clusters count: 20 || Log posterior: -256263.95562124148 || Iter Time:0.02746295928955078 || Total time:28.05867075920105 Iteration: 185 || Clusters count: 20 || Log posterior: -256263.55426579044 || Iter Time:0.031352996826171875 || Total time:28.09002375602722 Iteration: 186 || Clusters count: 20 || Log posterior: -256260.20765880428 || Iter Time:0.02770090103149414 || Total time:28.117724657058716 Iteration: 187 || Clusters count: 20 || Log posterior: -256256.16186537908 || Iter Time:0.027787208557128906 || Total time:28.145511865615845 Iteration: 188 || Clusters count: 20 || Log posterior: -256256.16186537908 || Iter Time:0.02947402000427246 || Total time:28.174985885620117 Loading and distributing data: 0.000784 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255580.1094613262 || Iter Time:0.026134014129638672 || Total time:28.201119899749756 Iteration: 190 || Clusters count: 20 || Log posterior: -255550.06864065526 || Iter Time:0.027576923370361328 || Total time:28.228696823120117 Iteration: 191 || Clusters count: 20 || Log posterior: -255550.06864065526 || Iter Time:0.024043798446655273 || Total time:28.252740621566772 Iteration: 192 || Clusters count: 20 || Log posterior: -255545.95560038593 || Iter Time:0.02375006675720215 || Total time:28.276490688323975 Iteration: 193 || Clusters count: 20 || Log posterior: -255547.32053765215 || Iter Time:0.027656078338623047 || Total time:28.304146766662598 Iteration: 194 || Clusters count: 20 || Log posterior: -255544.51515223994 || Iter Time:0.023669004440307617 || Total time:28.327815771102905 Iteration: 195 || Clusters count: 20 || Log posterior: -255545.7040941884 || Iter Time:0.026757001876831055 || Total time:28.354572772979736 Iteration: 196 || Clusters count: 20 || Log posterior: -255545.85897678556 || Iter Time:0.023712158203125 || Total time:28.37828493118286 Iteration: 197 || Clusters count: 20 || Log posterior: -255540.43507699703 || Iter Time:0.023389816284179688 || Total time:28.40167474746704 Iteration: 198 || Clusters count: 20 || Log posterior: -255543.04808692884 || Iter Time:0.02755594253540039 || Total time:28.42923069000244 Iteration: 199 || Clusters count: 20 || Log posterior: -255545.71416661923 || Iter Time:0.02360081672668457 || Total time:28.452831506729126 Iteration: 200 || Clusters count: 20 || Log posterior: -255544.23488712774 || Iter Time:0.027008056640625 || Total time:28.47983956336975 Iteration: 201 || Clusters count: 20 || Log posterior: -255545.1555643633 || Iter Time:0.02361607551574707 || Total time:28.503455638885498 Iteration: 202 || Clusters count: 20 || Log posterior: -255545.02951461516 || Iter Time:0.02357196807861328 || Total time:28.52702760696411 Iteration: 203 || Clusters count: 20 || Log posterior: -255543.73650424776 || Iter Time:0.027019023895263672 || Total time:28.554046630859375 Iteration: 204 || Clusters count: 20 || Log posterior: -255541.29654121806 || Iter Time:0.02586984634399414 || Total time:28.57991647720337 Iteration: 205 || Clusters count: 20 || Log posterior: -255546.88975292118 || Iter Time:0.029645919799804688 || Total time:28.609562397003174 Iteration: 206 || Clusters count: 20 || Log posterior: -255542.23891115893 || Iter Time:0.0275270938873291 || Total time:28.637089490890503 Iteration: 207 || Clusters count: 20 || Log posterior: -255541.33666795507 || Iter Time:0.027601003646850586 || Total time:28.664690494537354 Iteration: 208 || Clusters count: 20 || Log posterior: -255540.12977511718 || Iter Time:0.030839920043945312 || Total time:28.6955304145813 Iteration: 209 || Clusters count: 20 || Log posterior: -255540.12977511718 || Iter Time:0.02531290054321289 || Total time:28.72084331512451 NMI: 0.8182950200233906 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.9s [9843, 89160, 26785, 34433, 60538, 19744, 31035, 19863, 42784, 43884, 104570, 10430, 33796, 49961, 71684, 4938, 186736, 67584, 12837, 79395] Loading and distributing data: 0.000177 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:4.8463099002838135 || Total time:4.8463099002838135 Iteration: 1 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.0027201175689697266 || Total time:4.849030017852783 Iteration: 2 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.0020279884338378906 || Total time:4.851058006286621 Iteration: 3 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.001878976821899414 || Total time:4.8529369831085205 Iteration: 4 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.0018038749694824219 || Total time:4.854740858078003 Iteration: 5 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.0018320083618164062 || Total time:4.856572866439819 Iteration: 6 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.001878976821899414 || Total time:4.858451843261719 Iteration: 7 || Clusters count: 1 || Log posterior: -7052.501802233144 || Iter Time:0.0017828941345214844 || Total time:4.86023473739624 Iteration: 8 || Clusters count: 2 || Log posterior: -6818.09472591077 || Iter Time:0.1503009796142578 || Total time:5.010535717010498 Iteration: 9 || Clusters count: 2 || Log posterior: -6812.695238096284 || Iter Time:0.003025054931640625 || Total time:5.013560771942139 Iteration: 10 || Clusters count: 2 || Log posterior: -6799.174014139561 || Iter Time:0.0027589797973632812 || Total time:5.016319751739502 Iteration: 11 || Clusters count: 2 || Log posterior: -6827.869852426758 || Iter Time:0.0027790069580078125 || Total time:5.01909875869751 Iteration: 12 || Clusters count: 2 || Log posterior: -6864.536653691336 || Iter Time:0.002583026885986328 || Total time:5.021681785583496 Iteration: 13 || Clusters count: 2 || Log posterior: -6882.093647221117 || Iter Time:0.0023419857025146484 || Total time:5.024023771286011 Iteration: 14 || Clusters count: 2 || Log posterior: -6889.133932321072 || Iter Time:0.0024089813232421875 || Total time:5.026432752609253 Iteration: 15 || Clusters count: 2 || Log posterior: -6922.1347599554065 || Iter Time:0.0024080276489257812 || Total time:5.028840780258179 Iteration: 16 || Clusters count: 2 || Log posterior: -6951.495970080104 || Iter Time:0.0023801326751708984 || Total time:5.03122091293335 Iteration: 17 || Clusters count: 2 || Log posterior: -6972.546595815701 || Iter Time:0.0024230480194091797 || Total time:5.033643960952759 Iteration: 18 || Clusters count: 3 || Log posterior: -6609.855947946402 || Iter Time:0.005354166030883789 || Total time:5.038998126983643 Iteration: 19 || Clusters count: 3 || Log posterior: -6510.106710134056 || Iter Time:0.002817869186401367 || Total time:5.041815996170044 Iteration: 20 || Clusters count: 3 || Log posterior: -6370.8737782079415 || Iter Time:0.0027599334716796875 || Total time:5.044575929641724 Iteration: 21 || Clusters count: 3 || Log posterior: -6258.055540642543 || Iter Time:0.0026907920837402344 || Total time:5.047266721725464 Iteration: 22 || Clusters count: 4 || Log posterior: -6162.170842291996 || Iter Time:0.005125999450683594 || Total time:5.0523927211761475 Iteration: 23 || Clusters count: 4 || Log posterior: -6163.535364136348 || Iter Time:0.0031919479370117188 || Total time:5.055584669113159 Iteration: 24 || Clusters count: 4 || Log posterior: -6171.485022718042 || Iter Time:0.0033957958221435547 || Total time:5.058980464935303 Iteration: 25 || Clusters count: 4 || Log posterior: -6119.114696740787 || Iter Time:0.003198862075805664 || Total time:5.062179327011108 Iteration: 26 || Clusters count: 4 || Log posterior: -6127.400031185866 || Iter Time:0.003092050552368164 || Total time:5.065271377563477 Iteration: 27 || Clusters count: 4 || Log posterior: -6144.147655236519 || Iter Time:0.0034301280975341797 || Total time:5.068701505661011 Iteration: 28 || Clusters count: 6 || Log posterior: -6010.056606736547 || Iter Time:0.007215023040771484 || Total time:5.075916528701782 Iteration: 29 || Clusters count: 6 || Log posterior: -5979.604218908211 || Iter Time:0.00403594970703125 || Total time:5.0799524784088135 Iteration: 30 || Clusters count: 6 || Log posterior: -5872.5166758450405 || Iter Time:1.1505069732666016 || Total time:6.230459451675415 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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: 0.000180 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5730.077685707916 || Iter Time:0.029796123504638672 || Total time:6.260255575180054 Iteration: 32 || Clusters count: 6 || Log posterior: -5659.4671380279 || Iter Time:0.006886959075927734 || Total time:6.2671425342559814 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4794.296227034067 || Iter Time:0.004580974578857422 || Total time:6.271723508834839 Iteration: 34 || Clusters count: 6 || Log posterior: -4749.568268636333 || Iter Time:0.007009029388427734 || Total time:6.278732538223267 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4586.15821583148 || Iter Time:0.00453495979309082 || Total time:6.283267498016357 Iteration: 36 || Clusters count: 6 || Log posterior: -4527.188133320047 || Iter Time:0.006995201110839844 || Total time:6.290262699127197 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4563.890579928501 || Iter Time:0.004287004470825195 || Total time:6.2945497035980225 Iteration: 38 || Clusters count: 6 || Log posterior: -4503.625103881249 || Iter Time:0.0070459842681884766 || Total time:6.301595687866211 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4549.210401806352 || Iter Time:0.004396915435791016 || Total time:6.305992603302002 Iteration: 40 || Clusters count: 6 || Log posterior: -4495.9028114524235 || Iter Time:0.006779909133911133 || Total time:6.312772512435913 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4532.8425485878715 || Iter Time:0.004454135894775391 || Total time:6.3172266483306885 Iteration: 42 || Clusters count: 6 || Log posterior: -4496.498283469395 || Iter Time:0.007122993469238281 || Total time:6.324349641799927 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -4229.116766474595 || Iter Time:0.0076749324798583984 || Total time:6.332024574279785 Iteration: 44 || Clusters count: 9 || Log posterior: -4105.943343416545 || Iter Time:0.009335041046142578 || Total time:6.341359615325928 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 9 || Log posterior: -4128.423485971305 || Iter Time:0.006119966506958008 || Total time:6.347479581832886 Iteration: 46 || Clusters count: 9 || Log posterior: -4110.726337010275 || Iter Time:0.009411096572875977 || Total time:6.356890678405762 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 9 || Log posterior: -4088.82022430334 || Iter Time:0.005713939666748047 || Total time:6.36260461807251 Iteration: 48 || Clusters count: 9 || Log posterior: -4066.9168249665026 || Iter Time:0.09368300437927246 || Total 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posterior: -4029.2278956959303 || Iter Time:0.012683868408203125 || Total time:6.513477325439453 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 10 || Log posterior: -4016.48326455019 || Iter Time:0.009171009063720703 || Total time:6.522648334503174 Iteration: 56 || Clusters count: 10 || Log posterior: -4004.984045368349 || Iter Time:0.013569116592407227 || Total time:6.536217451095581 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 10 || Log posterior: -3955.801654200668 || Iter Time:0.009426116943359375 || Total time:6.54564356803894 Iteration: 58 || Clusters count: 10 || Log posterior: -3941.0383941304826 || Iter Time:0.012827873229980469 || Total time:6.558471441268921 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 10 || Log posterior: -3965.05231887908 || Iter Time:0.009368896484375 || Total 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posterior: -3996.630108982016 || Iter Time:0.01094508171081543 || Total time:6.640126466751099 Iteration: 66 || Clusters count: 10 || Log posterior: -3992.9234111360297 || Iter Time:0.014946937561035156 || Total time:6.655073404312134 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -4017.785761247387 || Iter Time:0.010736942291259766 || Total time:6.6658103466033936 Iteration: 68 || Clusters count: 10 || Log posterior: -3995.9920999086967 || Iter Time:0.014018058776855469 || Total time:6.679828405380249 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -3972.6459224280775 || Iter Time:0.010862112045288086 || Total time:6.690690517425537 Iteration: 70 || Clusters count: 10 || Log posterior: -3960.9203486973506 || Iter Time:0.014723062515258789 || Total time:6.705413579940796 Loading and distributing data: 0.000159 seconds 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|| Log posterior: -3885.78917860457 || Iter Time:0.016302108764648438 || Total time:7.314300060272217 Loading and distributing data: 0.000138 seconds (128 allocations: 13.180 KiB) Iteration: 111 || Clusters count: 12 || Log posterior: -3870.5588397240012 || Iter Time:0.012059926986694336 || Total time:7.326359987258911 Iteration: 112 || Clusters count: 12 || Log posterior: -3861.732701370342 || Iter Time:0.0159909725189209 || Total time:7.342350959777832 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 113 || Clusters count: 12 || Log posterior: -3897.068711600629 || Iter Time:0.012367963790893555 || Total time:7.354718923568726 Iteration: 114 || Clusters count: 12 || Log posterior: -3878.809268058509 || Iter Time:0.016681909561157227 || Total time:7.371400833129883 Loading and distributing data: 0.000219 seconds (789 allocations: 54.734 KiB) Iteration: 115 || Clusters count: 12 || Log posterior: -3885.1828409096147 || Iter 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Iteration: 121 || Clusters count: 12 || Log posterior: -3835.2007726147817 || Iter Time:0.012957096099853516 || Total time:7.476140975952148 Iteration: 122 || Clusters count: 12 || Log posterior: -3831.0686100584185 || Iter Time:0.016868114471435547 || Total time:7.493009090423584 Loading and distributing data: 0.000142 seconds (128 allocations: 13.180 KiB) Iteration: 123 || Clusters count: 12 || Log posterior: -3841.072005490298 || Iter Time:0.013111114501953125 || Total time:7.506120204925537 Iteration: 124 || Clusters count: 12 || Log posterior: -3833.569426556419 || Iter Time:0.017321109771728516 || Total time:7.523441314697266 Loading and distributing data: 0.000143 seconds (128 allocations: 13.180 KiB) Iteration: 125 || Clusters count: 12 || Log posterior: -3918.473213514219 || Iter Time:0.014505147933959961 || Total time:7.537946462631226 Iteration: 126 || Clusters count: 12 || Log posterior: -3897.3369682863913 || Iter Time:0.01729416847229004 || Total time:7.555240631103516 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Iteration: 387 || Clusters count: 13 || Log posterior: -3901.752836851172 || Iter Time:0.01458883285522461 || Total time:11.994755029678345 Iteration: 388 || Clusters count: 13 || Log posterior: -3890.169663119642 || Iter Time:0.018922805786132812 || Total time:12.013677835464478 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -3855.5670152848775 || Iter Time:0.014555931091308594 || Total time:12.028233766555786 Iteration: 390 || Clusters count: 13 || Log posterior: -3849.211870412882 || Iter Time:0.018671035766601562 || Total time:12.046904802322388 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -3854.036682835666 || Iter Time:0.014750003814697266 || Total time:12.061654806137085 Iteration: 392 || Clusters count: 13 || Log posterior: -3850.5860998863945 || Iter Time:0.018590927124023438 || Total 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Iteration: 431 || Clusters count: 13 || Log posterior: -3851.4236543474003 || Iter Time:0.015301942825317383 || Total time:12.78871750831604 Iteration: 432 || Clusters count: 13 || Log posterior: -3836.8156255456624 || Iter Time:0.01948714256286621 || Total time:12.808204650878906 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 433 || Clusters count: 13 || Log posterior: -3865.4697088306993 || Iter Time:0.014626026153564453 || Total time:12.82283067703247 Iteration: 434 || Clusters count: 13 || Log posterior: -3848.620925085193 || Iter Time:0.019297122955322266 || Total time:12.842127799987793 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 435 || Clusters count: 13 || Log posterior: -3846.2156277981185 || Iter Time:0.015057086944580078 || Total time:12.857184886932373 Iteration: 436 || Clusters count: 13 || Log posterior: -3841.403131145509 || Iter Time:0.018404006958007812 || Total 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Iteration: 663 || Clusters count: 14 || Log posterior: -3909.152509752207 || Iter Time:0.014984846115112305 || Total time:16.78738522529602 Iteration: 664 || Clusters count: 13 || Log posterior: -3879.6685723105848 || Iter Time:0.01862812042236328 || Total time:16.806013345718384 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 665 || Clusters count: 13 || Log posterior: -3885.3335309650806 || Iter Time:0.013921976089477539 || Total time:16.81993532180786 Iteration: 666 || Clusters count: 13 || Log posterior: -3859.77949933828 || Iter Time:0.017885923385620117 || Total time:16.83782124519348 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 667 || Clusters count: 13 || Log posterior: -3882.8289630731456 || Iter Time:0.014683008193969727 || Total time:16.85250425338745 Iteration: 668 || Clusters count: 13 || Log posterior: -3866.64396439967 || Iter Time:0.018402814865112305 || Total time:16.870907068252563 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Iteration: 735 || Clusters count: 13 || Log posterior: -3890.9722463696235 || Iter Time:0.01427316665649414 || Total time:18.046088457107544 Iteration: 736 || Clusters count: 13 || Log posterior: -3872.84954563184 || Iter Time:0.018548965454101562 || Total time:18.064637422561646 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 737 || Clusters count: 13 || Log posterior: -3897.175971795857 || Iter Time:0.014374017715454102 || Total time:18.0790114402771 Iteration: 738 || Clusters count: 13 || Log posterior: -3876.0275375534743 || Iter Time:0.018806934356689453 || Total time:18.09781837463379 Loading and distributing data: 0.000140 seconds (129 allocations: 13.227 KiB) Iteration: 739 || Clusters count: 13 || Log posterior: -3875.7490572152 || Iter Time:0.014642953872680664 || Total time:18.11246132850647 Iteration: 740 || Clusters count: 13 || Log posterior: -3848.8859332000816 || Iter Time:0.01945209503173828 || Total time:18.131913423538208 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Iteration: 807 || Clusters count: 13 || Log posterior: -3895.852797081619 || Iter Time:0.014304876327514648 || Total time:19.263689279556274 Iteration: 808 || Clusters count: 13 || Log posterior: -3885.011471376143 || Iter Time:0.018785953521728516 || Total time:19.282475233078003 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 809 || Clusters count: 13 || Log posterior: -3902.690855298521 || Iter Time:0.01453399658203125 || Total time:19.297009229660034 Iteration: 810 || Clusters count: 13 || Log posterior: -3881.7176055891905 || Iter Time:0.036231040954589844 || Total time:19.333240270614624 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 811 || Clusters count: 13 || Log posterior: -3919.961049672496 || Iter Time:0.015403985977172852 || Total time:19.348644256591797 Iteration: 812 || Clusters count: 13 || Log posterior: -3900.6104813222114 || Iter Time:0.018757104873657227 || Total 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Iteration: 829 || Clusters count: 13 || Log posterior: -3919.8415013439794 || Iter Time:0.01417994499206543 || Total time:19.64560627937317 Iteration: 830 || Clusters count: 13 || Log posterior: -3900.0288980587657 || Iter Time:0.018380165100097656 || Total time:19.663986444473267 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3919.627603526431 || Iter Time:0.014605998992919922 || Total time:19.678592443466187 Iteration: 832 || Clusters count: 13 || Log posterior: -3904.4833060686815 || Iter Time:0.018466949462890625 || Total time:19.697059392929077 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3881.17297248657 || Iter Time:0.014189958572387695 || Total time:19.711249351501465 Iteration: 834 || Clusters count: 13 || Log posterior: -3870.344643028721 || Iter Time:0.018633127212524414 || Total time:19.72988247871399 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 835 || Clusters count: 13 || Log posterior: -3900.1434142565 || Iter Time:0.014317989349365234 || Total time:19.744200468063354 Iteration: 836 || Clusters count: 13 || Log posterior: -3891.869842414734 || Iter Time:0.018579959869384766 || Total time:19.76278042793274 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 837 || Clusters count: 13 || Log posterior: -3885.0107175946923 || Iter Time:0.015121936798095703 || Total time:19.777902364730835 Iteration: 838 || Clusters count: 13 || Log posterior: -3879.6157666323506 || Iter Time:0.03671002388000488 || Total time:19.81461238861084 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 13 || Log posterior: -3853.834897975087 || Iter Time:0.014282941818237305 || Total time:19.828895330429077 Iteration: 840 || Clusters count: 13 || Log posterior: 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Iteration: 1221 || Clusters count: 13 || Log posterior: -3845.4410305212746 || Iter Time:0.01423788070678711 || Total time:26.36563730239868 Iteration: 1222 || Clusters count: 13 || Log posterior: -3842.7005554017505 || Iter Time:0.01819610595703125 || Total time:26.383833408355713 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 13 || Log posterior: -3871.4303854357936 || Iter Time:0.014321088790893555 || Total time:26.398154497146606 Iteration: 1224 || Clusters count: 13 || Log posterior: -3854.1061043036984 || Iter Time:0.018327951431274414 || Total time:26.41648244857788 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 13 || Log posterior: -3835.083786780281 || Iter Time:0.014161825180053711 || Total time:26.430644273757935 Iteration: 1226 || Clusters count: 13 || Log posterior: -3822.8753014333374 || Iter Time:0.01819586753845215 || Total 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Iteration: 1243 || Clusters count: 13 || Log posterior: -3826.396070628147 || Iter Time:0.014163017272949219 || Total time:26.743918657302856 Iteration: 1244 || Clusters count: 13 || Log posterior: -3807.6555613600644 || Iter Time:0.018320083618164062 || Total time:26.76223874092102 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 13 || Log posterior: -3869.777186077771 || Iter Time:0.014178037643432617 || Total time:26.776416778564453 Iteration: 1246 || Clusters count: 13 || Log posterior: -3861.0007070793654 || Iter Time:0.01825714111328125 || Total time:26.794673919677734 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 13 || Log posterior: -3847.560286680973 || Iter Time:0.01462411880493164 || Total time:26.809298038482666 Iteration: 1248 || Clusters count: 13 || Log posterior: -3845.68309025093 || Iter Time:0.01871776580810547 || Total 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|| Log posterior: -3857.199990859407 || Iter Time:0.01835322380065918 || Total time:26.92741107940674 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1255 || Clusters count: 13 || Log posterior: -3865.8192928346716 || Iter Time:0.014019012451171875 || Total time:26.94143009185791 Iteration: 1256 || Clusters count: 13 || Log posterior: -3858.9645686826475 || Iter Time:0.01825881004333496 || Total time:26.959688901901245 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1257 || Clusters count: 13 || Log posterior: -3843.1092961527133 || Iter Time:0.01427602767944336 || Total time:26.97396492958069 Iteration: 1258 || Clusters count: 13 || Log posterior: -3828.5385450059143 || Iter Time:0.018507003784179688 || Total time:26.992471933364868 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1259 || Clusters count: 13 || Log posterior: -3870.9100602956087 || Iter 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Iteration: 1265 || Clusters count: 13 || Log posterior: -3873.973477457941 || Iter Time:0.013994932174682617 || Total time:27.124077796936035 Iteration: 1266 || Clusters count: 13 || Log posterior: -3867.006367447083 || Iter Time:0.018712997436523438 || Total time:27.14279079437256 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 13 || Log posterior: -3905.1836175810745 || Iter Time:0.014230012893676758 || Total time:27.157020807266235 Iteration: 1268 || Clusters count: 13 || Log posterior: -3883.1124192738534 || Iter Time:0.018325090408325195 || Total time:27.17534589767456 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 13 || Log posterior: -3868.819798799562 || Iter Time:0.015219926834106445 || Total time:27.190565824508667 Iteration: 1270 || Clusters count: 13 || Log posterior: -3856.5884551170793 || Iter Time:0.01881694793701172 || Total 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Iteration: 1331 || Clusters count: 13 || Log posterior: -3951.2337716868637 || Iter Time:0.014178037643432617 || Total time:28.247854948043823 Iteration: 1332 || Clusters count: 13 || Log posterior: -3927.3111444236047 || Iter Time:0.018414974212646484 || Total time:28.26626992225647 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 13 || Log posterior: -3907.209394090705 || Iter Time:0.014276981353759766 || Total time:28.28054690361023 Iteration: 1334 || Clusters count: 13 || Log posterior: -3886.6788040478928 || Iter Time:0.01816701889038086 || Total time:28.29871392250061 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 13 || Log posterior: -3891.415628443279 || Iter Time:0.013911962509155273 || Total time:28.312625885009766 Iteration: 1336 || Clusters count: 13 || Log posterior: -3856.5876641349564 || Iter Time:0.01813817024230957 || Total 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Iteration: 1441 || Clusters count: 13 || Log posterior: -3912.623726097215 || Iter Time:0.01421213150024414 || Total time:30.130228519439697 Iteration: 1442 || Clusters count: 13 || Log posterior: -3892.261195435565 || Iter Time:0.018233060836791992 || Total time:30.14846158027649 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 13 || Log posterior: -3916.0218326128215 || Iter Time:0.014050006866455078 || Total time:30.162511587142944 Iteration: 1444 || Clusters count: 13 || Log posterior: -3889.6767917549273 || Iter Time:0.018227815628051758 || Total time:30.180739402770996 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 13 || Log posterior: -3900.875585068746 || Iter Time:0.015620946884155273 || Total time:30.19636034965515 Iteration: 1446 || Clusters count: 13 || Log posterior: -3890.8156221068853 || Iter Time:0.019284963607788086 || Total 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Iteration: 1463 || Clusters count: 13 || Log posterior: -3880.622033246206 || Iter Time:0.014478921890258789 || Total time:30.49465823173523 Iteration: 1464 || Clusters count: 13 || Log posterior: -3853.669824306204 || Iter Time:0.018439054489135742 || Total time:30.513097286224365 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3922.207104860093 || Iter Time:0.015340089797973633 || Total time:30.52843737602234 Iteration: 1466 || Clusters count: 13 || Log posterior: -3890.998815825924 || Iter Time:0.01908111572265625 || Total time:30.547518491744995 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3934.1620324691767 || Iter Time:0.03371000289916992 || Total time:30.581228494644165 Iteration: 1468 || Clusters count: 13 || Log posterior: -3892.4296624588637 || Iter Time:0.018692970275878906 || Total 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Iteration: 1485 || Clusters count: 13 || Log posterior: -3896.740234429273 || Iter Time:0.01448512077331543 || Total time:30.877068281173706 Iteration: 1486 || Clusters count: 13 || Log posterior: -3886.637061073774 || Iter Time:0.018346071243286133 || Total time:30.895414352416992 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 13 || Log posterior: -3900.0357635599794 || Iter Time:0.014858007431030273 || Total time:30.910272359848022 Iteration: 1488 || Clusters count: 13 || Log posterior: -3890.537169509531 || Iter Time:0.018461942672729492 || Total time:30.928734302520752 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3895.7801066862485 || Iter Time:0.014036178588867188 || Total time:30.94277048110962 Iteration: 1490 || Clusters count: 13 || Log posterior: -3876.185714390258 || Iter Time:0.01843404769897461 || Total 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Iteration: 1507 || Clusters count: 13 || Log posterior: -3829.622283646332 || Iter Time:0.015472888946533203 || Total time:31.266531467437744 Iteration: 1508 || Clusters count: 13 || Log posterior: -3813.7829659724352 || Iter Time:0.019252777099609375 || Total time:31.285784244537354 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 13 || Log posterior: -3859.5531492013333 || Iter Time:0.015930891036987305 || Total time:31.30171513557434 Iteration: 1510 || Clusters count: 13 || Log posterior: -3850.0030540648368 || Iter Time:0.019093990325927734 || Total time:31.32080912590027 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 13 || Log posterior: -3843.512761134505 || Iter Time:0.014943122863769531 || Total time:31.335752248764038 Iteration: 1512 || Clusters count: 13 || Log posterior: -3839.127429747805 || Iter Time:0.01890087127685547 || Total 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13 || Log posterior: -3848.653077737497 || Iter Time:0.019060850143432617 || Total time:31.458538055419922 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 13 || Log posterior: -3875.0985595763173 || Iter Time:0.015617132186889648 || Total time:31.47415518760681 Iteration: 1520 || Clusters count: 13 || Log posterior: -3858.562514883185 || Iter Time:0.01908087730407715 || Total time:31.49323606491089 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -3870.6616016313487 || Iter Time:0.014906883239746094 || Total time:31.508142948150635 Iteration: 1522 || Clusters count: 13 || Log posterior: -3866.3940975377895 || Iter Time:0.018697023391723633 || Total time:31.52683997154236 Loading and distributing data: 0.000169 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -3869.2581826927444 || Iter 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Iteration: 1529 || Clusters count: 13 || Log posterior: -3889.1148641866853 || Iter Time:0.014193058013916016 || Total time:31.66407322883606 Iteration: 1530 || Clusters count: 13 || Log posterior: -3874.6968298527286 || Iter Time:0.01875591278076172 || Total time:31.68282914161682 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 13 || Log posterior: -3888.5692792997875 || Iter Time:0.014976024627685547 || Total time:31.697805166244507 Iteration: 1532 || Clusters count: 13 || Log posterior: -3874.517430610748 || Iter Time:0.01824212074279785 || Total time:31.716047286987305 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 13 || Log posterior: -3856.133740013782 || Iter Time:0.01432180404663086 || Total time:31.730369091033936 Iteration: 1534 || Clusters count: 13 || Log posterior: -3829.072781704453 || Iter Time:0.01956319808959961 || Total 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Iteration: 1551 || Clusters count: 13 || Log posterior: -3892.6434596354943 || Iter Time:0.016621828079223633 || Total time:32.04230809211731 Iteration: 1552 || Clusters count: 13 || Log posterior: -3857.242775602828 || Iter Time:0.018770933151245117 || Total time:32.061079025268555 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 13 || Log posterior: -3844.0544717981197 || Iter Time:0.014451980590820312 || Total time:32.075531005859375 Iteration: 1554 || Clusters count: 13 || Log posterior: -3838.012730260446 || Iter Time:0.019464969635009766 || Total time:32.094995975494385 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 13 || Log posterior: -3893.1310942808745 || Iter Time:0.014736175537109375 || Total time:32.109732151031494 Iteration: 1556 || Clusters count: 13 || Log posterior: -3881.1400520091906 || Iter Time:0.01865983009338379 || Total 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Iteration: 1573 || Clusters count: 13 || Log posterior: -3910.7106492663097 || Iter Time:0.01450204849243164 || Total time:32.42776536941528 Iteration: 1574 || Clusters count: 13 || Log posterior: -3903.699096887809 || Iter Time:0.018654823303222656 || Total time:32.446420192718506 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 13 || Log posterior: -3893.2687219597246 || Iter Time:0.014972925186157227 || Total time:32.46139311790466 Iteration: 1576 || Clusters count: 13 || Log posterior: -3876.5768025335833 || Iter Time:0.018290042877197266 || Total time:32.47968316078186 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 13 || Log posterior: -3873.5449676256726 || Iter Time:0.014321088790893555 || Total time:32.494004249572754 Iteration: 1578 || Clusters count: 13 || Log posterior: -3865.948101501531 || Iter Time:0.018462181091308594 || Total 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Iteration: 1595 || Clusters count: 13 || Log posterior: -3936.5592763782456 || Iter Time:0.014183998107910156 || Total time:32.810256242752075 Iteration: 1596 || Clusters count: 13 || Log posterior: -3910.60202946563 || Iter Time:0.01918482780456543 || Total time:32.82944107055664 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1597 || Clusters count: 13 || Log posterior: -3930.220235132068 || Iter Time:0.014368057250976562 || Total time:32.84380912780762 Iteration: 1598 || Clusters count: 13 || Log posterior: -3927.388690339543 || Iter Time:0.01835799217224121 || Total time:32.86216711997986 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1599 || Clusters count: 13 || Log posterior: -3947.4265841195697 || Iter Time:0.01446986198425293 || Total time:32.87663698196411 Iteration: 1600 || Clusters count: 13 || Log posterior: -3918.9348351036556 || Iter Time:0.018508195877075195 || Total 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Iteration: 1617 || Clusters count: 13 || Log posterior: -3862.435209759229 || Iter Time:0.014616012573242188 || Total time:33.17391324043274 Iteration: 1618 || Clusters count: 13 || Log posterior: -3846.802571625402 || Iter Time:0.01855611801147461 || Total time:33.192469358444214 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1619 || Clusters count: 13 || Log posterior: -3852.084762476576 || Iter Time:0.03390812873840332 || Total time:33.22637748718262 Iteration: 1620 || Clusters count: 13 || Log posterior: -3842.176443294166 || Iter Time:0.018558979034423828 || Total time:33.24493646621704 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1621 || Clusters count: 13 || Log posterior: -3862.7767717328143 || Iter Time:0.014283895492553711 || Total time:33.259220361709595 Iteration: 1622 || Clusters count: 13 || Log posterior: -3840.170435643337 || Iter Time:0.01825404167175293 || Total 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Iteration: 1683 || Clusters count: 13 || Log posterior: -3882.5132290158776 || Iter Time:0.013589143753051758 || Total time:34.33018684387207 Iteration: 1684 || Clusters count: 13 || Log posterior: -3871.881294433936 || Iter Time:0.01776909828186035 || Total time:34.34795594215393 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 13 || Log posterior: -3901.9181624767944 || Iter Time:0.013422012329101562 || Total time:34.36137795448303 Iteration: 1686 || Clusters count: 13 || Log posterior: -3895.777911401555 || Iter Time:0.018246173858642578 || Total time:34.379624128341675 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3905.171959972039 || Iter Time:0.013350963592529297 || Total time:34.392975091934204 Iteration: 1688 || Clusters count: 13 || Log posterior: -3887.593063698069 || Iter Time:0.018290042877197266 || Total 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Iteration: 1705 || Clusters count: 13 || Log posterior: -3859.070310793953 || Iter Time:0.014770984649658203 || Total time:34.69646692276001 Iteration: 1706 || Clusters count: 13 || Log posterior: -3847.6559774484326 || Iter Time:0.01890110969543457 || Total time:34.715368032455444 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 13 || Log posterior: -3918.918389019933 || Iter Time:0.014864206314086914 || Total time:34.73023223876953 Iteration: 1708 || Clusters count: 13 || Log posterior: -3907.2118213241897 || Iter Time:0.018763065338134766 || Total time:34.748995304107666 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 13 || Log posterior: -3933.805876042159 || Iter Time:0.01604294776916504 || Total time:34.76503825187683 Iteration: 1710 || Clusters count: 13 || Log posterior: -3915.220363798228 || Iter Time:0.018990039825439453 || Total 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Iteration: 1727 || Clusters count: 13 || Log posterior: -3874.6302723411377 || Iter Time:0.01520085334777832 || Total time:35.09033727645874 Iteration: 1728 || Clusters count: 13 || Log posterior: -3839.1418812562983 || Iter Time:0.018199920654296875 || Total time:35.10853719711304 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1729 || Clusters count: 13 || Log posterior: -3848.909501837216 || Iter Time:0.015141963958740234 || Total time:35.12367916107178 Iteration: 1730 || Clusters count: 13 || Log posterior: -3835.93893039615 || Iter Time:0.018809795379638672 || Total time:35.142488956451416 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -3846.6434842724375 || Iter Time:0.014628887176513672 || Total time:35.15711784362793 Iteration: 1732 || Clusters count: 13 || Log posterior: -3825.0454089653663 || Iter Time:0.019374847412109375 || Total 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Iteration: 1749 || Clusters count: 13 || Log posterior: -3895.1305694090483 || Iter Time:0.014449119567871094 || Total time:35.49091339111328 Iteration: 1750 || Clusters count: 13 || Log posterior: -3894.1642517851797 || Iter Time:0.01891803741455078 || Total time:35.50983142852783 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1751 || Clusters count: 13 || Log posterior: -3923.432240468359 || Iter Time:0.014589071273803711 || Total time:35.524420499801636 Iteration: 1752 || Clusters count: 13 || Log posterior: -3910.4934439866497 || Iter Time:0.019047975540161133 || Total time:35.5434684753418 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -3867.6152247443533 || Iter Time:0.014863967895507812 || Total time:35.558332443237305 Iteration: 1754 || Clusters count: 13 || Log posterior: -3857.1254594766915 || Iter Time:0.018912076950073242 || Total 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Iteration: 1793 || Clusters count: 13 || Log posterior: -3866.314963609681 || Iter Time:0.014684915542602539 || Total time:36.23993444442749 Iteration: 1794 || Clusters count: 13 || Log posterior: -3861.167646077805 || Iter Time:0.01862502098083496 || Total time:36.258559465408325 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -3875.1931735064063 || Iter Time:0.01450490951538086 || Total time:36.273064374923706 Iteration: 1796 || Clusters count: 13 || Log posterior: -3837.6812059196795 || Iter Time:0.018459796905517578 || Total time:36.291524171829224 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3856.434432962635 || Iter Time:0.014425992965698242 || Total time:36.30595016479492 Iteration: 1798 || Clusters count: 13 || Log posterior: -3848.2614834277147 || Iter Time:0.01853203773498535 || Total 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Iteration: 1815 || Clusters count: 13 || Log posterior: -3839.6336598822686 || Iter Time:0.014240026473999023 || Total time:36.6241455078125 Iteration: 1816 || Clusters count: 13 || Log posterior: -3835.4980948440984 || Iter Time:0.01851487159729004 || Total time:36.64266037940979 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3904.579371719217 || Iter Time:0.014434814453125 || Total time:36.657095193862915 Iteration: 1818 || Clusters count: 13 || Log posterior: -3882.037106422945 || Iter Time:0.018425941467285156 || Total time:36.6755211353302 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3917.4703592000346 || Iter Time:0.014322996139526367 || Total time:36.68984413146973 Iteration: 1820 || Clusters count: 13 || Log posterior: -3911.0011577490545 || Iter Time:0.019169092178344727 || Total time:36.70901322364807 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3932.053590884329 || Iter Time:0.014609098434448242 || Total time:36.72362232208252 Iteration: 1822 || Clusters count: 13 || Log posterior: -3926.7566978942573 || Iter Time:0.018744230270385742 || Total time:36.742366552352905 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 13 || Log posterior: -3872.1831078308023 || Iter Time:0.01409602165222168 || Total time:36.75646257400513 Iteration: 1824 || Clusters count: 13 || Log posterior: -3864.0637491442476 || Iter Time:0.01832103729248047 || Total time:36.77478361129761 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3838.3367335261346 || Iter Time:0.014343976974487305 || Total time:36.789127588272095 Iteration: 1826 || Clusters count: 13 || Log posterior: -3815.7153956882294 || Iter Time:0.018550872802734375 || Total time:36.80767846107483 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3837.82105355922 || Iter Time:0.014609813690185547 || Total time:36.822288274765015 Iteration: 1828 || Clusters count: 13 || Log posterior: -3820.029540371882 || Iter Time:0.018687009811401367 || Total time:36.840975284576416 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3895.6249342749106 || Iter Time:0.014209985733032227 || Total time:36.85518527030945 Iteration: 1830 || Clusters count: 13 || Log posterior: -3881.7496673512214 || Iter Time:0.018187999725341797 || Total time:36.87337327003479 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3915.433651915178 || Iter Time:0.014132976531982422 || 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count: 13 || Log posterior: -3890.4452989412366 || Iter Time:0.014750957489013672 || Total time:36.98754405975342 Iteration: 1838 || Clusters count: 13 || Log posterior: -3874.176905038986 || Iter Time:0.018603086471557617 || Total time:37.006147146224976 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3872.1583380958764 || Iter Time:0.014642000198364258 || Total time:37.02078914642334 Iteration: 1840 || Clusters count: 13 || Log posterior: -3851.37204146139 || Iter Time:0.018604040145874023 || Total time:37.039393186569214 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3852.0353582162916 || Iter Time:0.03738808631896973 || Total time:37.076781272888184 Iteration: 1842 || Clusters count: 13 || Log posterior: -3844.355591491138 || Iter Time:0.018565893173217773 || Total time:37.0953471660614 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3899.39637527808 || Iter Time:0.014954090118408203 || Total time:37.11030125617981 Iteration: 1844 || Clusters count: 13 || Log posterior: -3884.1965419896487 || Iter Time:0.018493175506591797 || Total time:37.1287944316864 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3937.589917842587 || Iter Time:0.014307022094726562 || Total time:37.14310145378113 Iteration: 1846 || Clusters count: 13 || Log posterior: -3921.774897449536 || Iter Time:0.0188140869140625 || Total time:37.16191554069519 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3925.510987472033 || Iter Time:0.014504194259643555 || Total time:37.176419734954834 Iteration: 1848 || Clusters count: 13 || Log posterior: -3898.6875745313996 || Iter Time:0.020739078521728516 || Total time:37.19715881347656 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3867.6446758163265 || Iter Time:0.014422178268432617 || Total time:37.211580991744995 Iteration: 1850 || Clusters count: 13 || Log posterior: -3848.502029402282 || Iter Time:0.01885509490966797 || Total time:37.23043608665466 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3852.472736197096 || Iter Time:0.015079021453857422 || Total time:37.24551510810852 Iteration: 1852 || Clusters count: 13 || Log posterior: -3848.2739700200436 || Iter Time:0.018975019454956055 || Total time:37.26449012756348 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3874.222571209627 || Iter Time:0.01577591896057129 || Total time:37.28026604652405 Iteration: 1854 || Clusters count: 13 || Log posterior: -3850.9941780691192 || Iter Time:0.019032955169677734 || Total time:37.299299001693726 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3869.61261098721 || Iter Time:0.015074968338012695 || Total time:37.31437397003174 Iteration: 1856 || Clusters count: 13 || Log posterior: -3855.799486279234 || Iter Time:0.019047021865844727 || Total time:37.33342099189758 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3876.731993942702 || Iter Time:0.014569997787475586 || Total time:37.34799098968506 Iteration: 1858 || Clusters count: 13 || Log posterior: -3857.9859862595576 || Iter Time:0.019524097442626953 || Total time:37.367515087127686 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3873.6457053556187 || Iter Time:0.015497922897338867 || Total time:37.383013010025024 Iteration: 1860 || Clusters count: 13 || Log posterior: -3861.0089622826054 || Iter Time:0.019363880157470703 || Total time:37.402376890182495 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3903.466717756145 || Iter Time:0.015192031860351562 || Total time:37.41756892204285 Iteration: 1862 || Clusters count: 13 || Log posterior: -3881.7242833603627 || Iter Time:0.018409013748168945 || Total time:37.435977935791016 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3870.5815714623564 || Iter Time:0.015146970748901367 || Total time:37.45112490653992 Iteration: 1864 || Clusters count: 13 || Log posterior: -3857.1186030844874 || Iter Time:0.018040895462036133 || Total time:37.46916580200195 Loading and distributing 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Iter Time:0.018136024475097656 || Total time:37.56626057624817 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3853.7915539730993 || Iter Time:0.014992952346801758 || Total time:37.58125352859497 Iteration: 1872 || Clusters count: 13 || Log posterior: -3843.4967942468083 || Iter Time:0.019001007080078125 || Total time:37.60025453567505 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3859.771730133114 || Iter Time:0.01458597183227539 || Total time:37.614840507507324 Iteration: 1874 || Clusters count: 13 || Log posterior: -3850.1539877787495 || Iter Time:0.04165291786193848 || Total time:37.65649342536926 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3889.71653286843 || Iter Time:0.016040802001953125 || Total time:37.672534227371216 Iteration: 1876 || Clusters count: 13 || Log posterior: -3870.1906158741695 || Iter Time:0.018702030181884766 || Total time:37.6912362575531 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3887.5818935780544 || Iter Time:0.015066862106323242 || Total time:37.706303119659424 Iteration: 1878 || Clusters count: 13 || Log posterior: -3875.345421675447 || Iter Time:0.019657135009765625 || Total time:37.72596025466919 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3839.140689559013 || Iter Time:0.01464080810546875 || Total time:37.74060106277466 Iteration: 1880 || Clusters count: 13 || Log posterior: -3829.5348568788236 || Iter Time:0.018687963485717773 || Total time:37.759289026260376 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3864.481977957548 || Iter Time:0.014930963516235352 || Total time:37.77421998977661 Iteration: 1882 || Clusters count: 13 || Log posterior: -3847.8423705750947 || Iter Time:0.018941164016723633 || Total time:37.793161153793335 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3898.550705123384 || Iter Time:0.015073060989379883 || Total time:37.808234214782715 Iteration: 1884 || Clusters count: 13 || Log posterior: -3883.1844639221417 || Iter Time:0.02001810073852539 || Total time:37.82825231552124 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3873.348839377479 || Iter Time:0.015676021575927734 || Total time:37.84392833709717 Iteration: 1886 || Clusters count: 13 || Log posterior: -3858.8196500573176 || Iter Time:0.018761873245239258 || Total time:37.86269021034241 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3851.174719030159 || Iter Time:0.01487421989440918 || Total time:37.877564430236816 Iteration: 1888 || Clusters count: 13 || Log posterior: -3839.671160431589 || Iter Time:0.018796920776367188 || Total time:37.896361351013184 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3842.357700810203 || Iter Time:0.014529943466186523 || Total time:37.91089129447937 Iteration: 1890 || Clusters count: 13 || Log posterior: -3832.640085216095 || Iter Time:0.018898963928222656 || Total time:37.92979025840759 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3839.68493448651 || Iter Time:0.014787912368774414 || Total time:37.94457817077637 Iteration: 1892 || Clusters count: 13 || Log posterior: -3835.5623920477615 || Iter Time:0.01885700225830078 || Total time:37.96343517303467 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3886.7327179076415 || Iter Time:0.01435995101928711 || Total time:37.977795124053955 Iteration: 1894 || Clusters count: 13 || Log posterior: -3879.4859827539253 || Iter Time:0.01827383041381836 || Total time:37.99606895446777 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3864.3210474974708 || Iter Time:0.014858007431030273 || Total time:38.010926961898804 Iteration: 1896 || Clusters count: 13 || Log posterior: -3863.096593993983 || Iter Time:0.019125938415527344 || Total time:38.03005290031433 Loading and distributing data: 0.000189 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3886.015526214892 || Iter Time:0.01583409309387207 || Total time:38.0458869934082 Iteration: 1898 || Clusters count: 13 || Log posterior: -3866.352028418259 || Iter Time:0.019942045211791992 || Total time:38.065829038619995 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3848.5788482129374 || Iter Time:0.016093015670776367 || Total time:38.08192205429077 Iteration: 1900 || Clusters count: 13 || Log posterior: -3844.6070479152913 || Iter Time:0.019845962524414062 || Total time:38.101768016815186 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3870.658191080759 || Iter Time:0.014909982681274414 || Total time:38.11667799949646 Iteration: 1902 || Clusters count: 13 || Log posterior: -3864.418385912123 || Iter Time:0.018939971923828125 || Total time:38.13561797142029 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3908.792350805287 || Iter Time:0.014507055282592773 || Total time:38.15012502670288 Iteration: 1904 || Clusters count: 13 || Log posterior: -3881.773850877201 || Iter Time:0.01890397071838379 || Total time:38.169028997421265 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3820.3514010977774 || Iter Time:0.014301061630249023 || Total time:38.183330059051514 Iteration: 1906 || Clusters count: 13 || Log posterior: -3809.4407725437227 || Iter Time:0.018865108489990234 || Total time:38.202195167541504 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3841.3087006934834 || Iter Time:0.03640604019165039 || Total time:38.238601207733154 Iteration: 1908 || Clusters count: 13 || Log posterior: -3826.4690750677614 || Iter Time:0.018803119659423828 || Total time:38.25740432739258 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3884.9102360318393 || Iter Time:0.018160104751586914 || Total time:38.275564432144165 Iteration: 1910 || Clusters count: 13 || Log posterior: -3868.207956846333 || Iter Time:0.026108980178833008 || Total time:38.301673412323 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3853.0370621564316 || Iter Time:0.015573978424072266 || Total time:38.31724739074707 Iteration: 1912 || Clusters count: 13 || Log posterior: -3834.6851487159156 || Iter Time:0.018992900848388672 || Total time:38.33624029159546 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3831.716734955944 || Iter Time:0.014692068099975586 || Total time:38.350932359695435 Iteration: 1914 || Clusters count: 13 || Log posterior: -3826.295164153791 || Iter Time:0.019115209579467773 || Total time:38.3700475692749 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3895.2726805016296 || Iter Time:0.015876054763793945 || Total time:38.385923624038696 Iteration: 1916 || Clusters count: 13 || Log posterior: -3881.53958525017 || Iter Time:0.01917290687561035 || Total time:38.40509653091431 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3899.5535426235483 || Iter Time:0.014997005462646484 || Total time:38.42009353637695 Iteration: 1918 || Clusters count: 13 || Log posterior: -3877.1528616839078 || Iter Time:0.01941704750061035 || Total time:38.43951058387756 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3881.2317602718676 || Iter Time:0.014972925186157227 || Total time:38.45448350906372 Iteration: 1920 || Clusters count: 13 || Log posterior: -3867.6208845685674 || Iter Time:0.019568920135498047 || Total time:38.47405242919922 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3887.369088463437 || Iter Time:0.015310049057006836 || Total time:38.489362478256226 Iteration: 1922 || Clusters count: 13 || Log posterior: -3866.12252881528 || Iter Time:0.019294023513793945 || Total time:38.50865650177002 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3894.4203330470227 || Iter Time:0.014528989791870117 || Total time:38.52318549156189 Iteration: 1924 || Clusters count: 13 || Log posterior: -3879.7532526796003 || Iter Time:0.020161867141723633 || Total time:38.54334735870361 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3855.262497406414 || Iter Time:0.014979839324951172 || Total time:38.558327198028564 Iteration: 1926 || Clusters count: 13 || Log posterior: -3844.251145733424 || Iter Time:0.019675016403198242 || Total time:38.57800221443176 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3874.7084556809823 || Iter Time:0.014405012130737305 || Total time:38.5924072265625 Iteration: 1928 || Clusters count: 13 || Log posterior: -3863.610126818474 || Iter Time:0.018393993377685547 || Total time:38.610801219940186 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3885.8540841019817 || Iter Time:0.014573812484741211 || Total time:38.62537503242493 Iteration: 1930 || Clusters count: 13 || Log posterior: -3870.1650098387117 || Iter Time:0.01872396469116211 || Total time:38.64409899711609 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3881.7004064469947 || Iter Time:0.014840841293334961 || Total time:38.658939838409424 Iteration: 1932 || Clusters count: 13 || Log posterior: -3872.2712466517114 || Iter Time:0.019335031509399414 || Total time:38.67827486991882 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3851.372581981868 || Iter Time:0.014824867248535156 || Total time:38.69309973716736 Iteration: 1934 || Clusters count: 13 || Log posterior: -3845.6127395579274 || Iter Time:0.019069910049438477 || Total time:38.7121696472168 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3874.2220217127397 || Iter Time:0.016086101531982422 || Total time:38.72825574874878 Iteration: 1936 || Clusters count: 13 || Log posterior: -3848.7865902379085 || Iter Time:0.018455982208251953 || Total time:38.74671173095703 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3862.4658681502974 || Iter Time:0.014219999313354492 || Total time:38.760931730270386 Iteration: 1938 || Clusters count: 13 || Log posterior: -3836.046028662112 || Iter Time:0.01928997039794922 || Total time:38.780221700668335 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3894.9053520659095 || Iter Time:0.015301942825317383 || Total time:38.79552364349365 Iteration: 1940 || Clusters count: 13 || Log posterior: -3860.3852601658696 || Iter Time:0.043389081954956055 || Total time:38.83891272544861 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3811.3777536895695 || Iter Time:0.014246225357055664 || Total time:38.853158950805664 Iteration: 1942 || Clusters count: 13 || Log posterior: -3806.0083116877804 || Iter Time:0.018514156341552734 || Total time:38.87167310714722 Loading and distributing data: 0.000182 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3899.865022295864 || Iter Time:0.015018939971923828 || Total time:38.88669204711914 Iteration: 1944 || Clusters count: 13 || Log posterior: -3880.5841710064205 || Iter Time:0.018986940383911133 || Total time:38.90567898750305 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3929.0328213766097 || Iter Time:0.014881134033203125 || Total time:38.920560121536255 Iteration: 1946 || Clusters count: 13 || Log posterior: -3910.5353171244997 || Iter Time:0.018305063247680664 || Total time:38.938865184783936 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3887.7198497217064 || Iter Time:0.01489710807800293 || Total time:38.95376229286194 Iteration: 1948 || Clusters count: 13 || Log posterior: -3887.7198497217064 || Iter Time:0.019887924194335938 || Total time:38.973650217056274 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3905.1433050315463 || Iter Time:0.016288042068481445 || Total time:38.989938259124756 Iteration: 1950 || Clusters count: 13 || Log posterior: -3899.008393149225 || Iter Time:0.0184481143951416 || Total time:39.0083863735199 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3903.219790345372 || Iter Time:0.014721155166625977 || Total time:39.02310752868652 Iteration: 1952 || Clusters count: 13 || Log posterior: -3892.7797772272042 || Iter Time:0.019550800323486328 || Total time:39.04265832901001 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3952.8277549789145 || Iter Time:0.014748096466064453 || Total time:39.057406425476074 Iteration: 1954 || Clusters count: 13 || Log posterior: -3930.3321332011415 || Iter Time:0.018716812133789062 || Total time:39.07612323760986 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3898.9268053835094 || Iter Time:0.015017032623291016 || Total time:39.091140270233154 Iteration: 1956 || Clusters count: 13 || Log posterior: -3890.047329878018 || Iter Time:0.01991415023803711 || Total time:39.11105442047119 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3855.1932743494594 || Iter Time:0.015027046203613281 || Total time:39.126081466674805 Iteration: 1958 || Clusters count: 13 || Log posterior: -3840.3859055166467 || Iter Time:0.018635034561157227 || Total time:39.14471650123596 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3851.218066014269 || Iter Time:0.015498876571655273 || Total time:39.16021537780762 Iteration: 1960 || Clusters count: 13 || Log posterior: -3824.8309186324927 || Iter Time:0.01980113983154297 || Total time:39.18001651763916 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3862.791025462092 || Iter Time:0.014687061309814453 || Total time:39.194703578948975 Iteration: 1962 || Clusters count: 13 || Log posterior: -3836.1627475914893 || Iter Time:0.01872992515563965 || Total time:39.213433504104614 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3862.773845744841 || Iter Time:0.01439809799194336 || Total time:39.22783160209656 Iteration: 1964 || Clusters count: 13 || Log posterior: -3854.811471219354 || Iter Time:0.018697023391723633 || Total time:39.24652862548828 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3846.0070021499414 || Iter Time:0.015925884246826172 || Total time:39.26245450973511 Iteration: 1966 || Clusters count: 13 || Log posterior: -3814.6722160811305 || Iter Time:0.01937699317932129 || Total time:39.28183150291443 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3838.5682911789395 || Iter Time:0.015360116958618164 || Total time:39.29719161987305 Iteration: 1968 || Clusters count: 13 || Log posterior: -3832.567279429124 || Iter Time:0.019287109375 || Total time:39.31647872924805 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3845.2584186363574 || Iter Time:0.014241218566894531 || Total time:39.33071994781494 Iteration: 1970 || Clusters count: 13 || Log posterior: -3841.7371310714693 || Iter Time:0.018848896026611328 || Total time:39.34956884384155 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3860.6745088173257 || Iter Time:0.014738082885742188 || Total time:39.364306926727295 Iteration: 1972 || Clusters count: 13 || Log posterior: -3847.0835633315214 || Iter Time:0.018731117248535156 || Total time:39.38303804397583 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3826.5229381053564 || Iter Time:0.014834880828857422 || Total time:39.39787292480469 Iteration: 1974 || Clusters count: 13 || Log posterior: -3817.263465210891 || Iter Time:0.041825056076049805 || Total time:39.43969798088074 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3833.512964315775 || Iter Time:0.014965057373046875 || Total time:39.454663038253784 Iteration: 1976 || Clusters count: 13 || Log posterior: -3814.659850999199 || Iter Time:0.01853799819946289 || Total time:39.47320103645325 Loading and distributing data: 0.000352 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3870.1874646304614 || Iter Time:0.014737129211425781 || Total time:39.48793816566467 Iteration: 1978 || Clusters count: 13 || Log posterior: -3844.206621440618 || Iter Time:0.018900156021118164 || Total time:39.50683832168579 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3905.2694313195843 || Iter Time:0.014636993408203125 || Total time:39.521475315093994 Iteration: 1980 || Clusters count: 13 || Log posterior: -3877.6073857923093 || Iter Time:0.018851041793823242 || Total time:39.54032635688782 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3865.2108318468026 || Iter Time:0.015040159225463867 || Total time:39.55536651611328 Iteration: 1982 || Clusters count: 13 || Log posterior: -3863.119122103548 || Iter Time:0.019053936004638672 || Total time:39.57442045211792 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3868.176941022362 || Iter Time:0.014817953109741211 || Total time:39.58923840522766 Iteration: 1984 || Clusters count: 13 || Log posterior: -3850.996975729225 || Iter Time:0.018145084381103516 || Total time:39.607383489608765 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3869.65102548142 || Iter Time:0.013428926467895508 || Total time:39.62081241607666 Iteration: 1986 || Clusters count: 13 || Log posterior: -3862.7210343351526 || Iter Time:0.01788187026977539 || Total time:39.638694286346436 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3860.8475317391985 || Iter Time:0.013577938079833984 || Total time:39.65227222442627 Iteration: 1988 || Clusters count: 13 || Log posterior: -3852.0703283636503 || Iter Time:0.017852067947387695 || Total time:39.67012429237366 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3865.616779880835 || Iter Time:0.013564825057983398 || Total time:39.68368911743164 Iteration: 1990 || Clusters count: 13 || Log posterior: -3852.8570723633975 || Iter Time:0.01895308494567871 || Total time:39.70264220237732 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3905.203023899885 || Iter Time:0.014801979064941406 || Total time:39.71744418144226 Iteration: 1992 || Clusters count: 13 || Log posterior: -3888.6859820347886 || Iter Time:0.018280982971191406 || Total time:39.73572516441345 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3932.85573462727 || Iter Time:0.015174150466918945 || Total time:39.75089931488037 Iteration: 1994 || Clusters count: 13 || Log posterior: -3897.6205734247374 || Iter Time:0.019181013107299805 || Total time:39.77008032798767 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3904.762886118539 || Iter Time:0.014539003372192383 || Total time:39.78461933135986 Iteration: 1996 || Clusters count: 13 || Log posterior: -3892.697800505847 || Iter Time:0.018861055374145508 || Total time:39.80348038673401 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3881.6926482150025 || Iter Time:0.014841079711914062 || Total time:39.81832146644592 Iteration: 1998 || Clusters count: 13 || Log posterior: -3854.815615055491 || Iter Time:0.018691062927246094 || Total time:39.83701252937317 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3876.2088243838134 || Iter Time:0.014554977416992188 || Total time:39.85156750679016 Iteration: 2000 || Clusters count: 13 || Log posterior: -3863.660724404903 || Iter Time:0.01891493797302246 || Total time:39.870482444763184 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3875.295613390962 || Iter Time:0.014815807342529297 || Total time:39.88529825210571 Iteration: 2002 || Clusters count: 13 || Log posterior: -3863.9742469683006 || Iter Time:0.01869797706604004 || Total time:39.90399622917175 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3847.1332807443537 || Iter Time:0.01445913314819336 || Total time:39.918455362319946 Iteration: 2004 || Clusters count: 13 || Log posterior: -3843.9781188458505 || Iter Time:0.018609046936035156 || Total time:39.93706440925598 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3879.991388829056 || Iter Time:0.015040874481201172 || Total time:39.95210528373718 Iteration: 2006 || Clusters count: 13 || Log posterior: -3861.9330606887734 || Iter Time:0.01881122589111328 || Total time:39.970916509628296 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3888.450723959045 || Iter Time:0.014938831329345703 || Total time:39.98585534095764 Iteration: 2008 || Clusters count: 13 || Log posterior: -3878.6443529296057 || Iter Time:0.04103398323059082 || Total time:40.02688932418823 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3845.548389562693 || Iter Time:0.014822006225585938 || Total time:40.04171133041382 Iteration: 2010 || Clusters count: 13 || Log posterior: -3841.736258992091 || Iter Time:0.017683029174804688 || Total time:40.05939435958862 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3851.5016501242085 || Iter Time:0.014127016067504883 || Total time:40.07352137565613 Iteration: 2012 || Clusters count: 13 || Log posterior: -3836.333157482712 || Iter Time:0.017802000045776367 || Total time:40.091323375701904 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3862.1427540105283 || Iter Time:0.014715909957885742 || Total time:40.10603928565979 Iteration: 2014 || Clusters count: 13 || Log posterior: -3852.623489091793 || Iter Time:0.018056869506835938 || Total time:40.124096155166626 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3897.172281629157 || Iter Time:0.013906002044677734 || Total time:40.138002157211304 Iteration: 2016 || Clusters count: 13 || Log posterior: -3876.937802167889 || Iter Time:0.017865896224975586 || Total time:40.15586805343628 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3865.989209002435 || Iter Time:0.013247013092041016 || Total time:40.16911506652832 Iteration: 2018 || Clusters count: 13 || Log posterior: -3852.880681505259 || Iter Time:0.017788171768188477 || Total time:40.18690323829651 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3840.5048951246063 || Iter Time:0.0158541202545166 || Total time:40.202757358551025 Iteration: 2020 || Clusters count: 13 || Log posterior: -3834.321931767904 || Iter Time:0.018839120864868164 || Total time:40.221596479415894 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3851.93224830341 || Iter Time:0.014948844909667969 || Total time:40.23654532432556 Iteration: 2022 || Clusters count: 13 || Log posterior: -3843.8405089047246 || Iter Time:0.019505023956298828 || Total time:40.25605034828186 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3864.3002917304693 || Iter Time:0.015713930130004883 || Total time:40.271764278411865 Iteration: 2024 || Clusters count: 13 || Log posterior: -3845.458913294535 || Iter Time:0.018661022186279297 || Total time:40.290425300598145 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3843.618220737851 || Iter Time:0.014379024505615234 || Total time:40.30480432510376 Iteration: 2026 || Clusters count: 13 || Log posterior: -3834.172722779834 || Iter Time:0.018736839294433594 || Total time:40.32354116439819 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3822.4126091180347 || Iter Time:0.014786958694458008 || Total time:40.33832812309265 Iteration: 2028 || Clusters count: 13 || Log posterior: -3821.347752408447 || Iter Time:0.019026994705200195 || Total time:40.35735511779785 Avg NMI: 0.8559437584872167 Full NMI: 0.8485734178623713 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m24.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 198.01s PkgEval succeeded after 374.72s