Package evaluation to test DPMMSubClustersStreaming on Julia 1.13.0-alpha2.30 (5abf758bb1*) started at 2026-01-09T05:01:58.466 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.6s ################################################################################ # 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` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.15.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.66 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.26 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [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 v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [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 v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.16s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 96.85s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_cwxech/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.66 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_cwxech/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [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 v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.15.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.66 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.26 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [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 v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [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 v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 2.501090 seconds (1.09 M allocations: 61.430 MiB, 99.83% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:11.555673122406006 || Total time:11.555673122406006 Iteration: 1 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.004246950149536133 || Total time:11.559920072555542 Iteration: 2 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.004094123840332031 || Total time:11.564014196395874 Iteration: 3 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.0038530826568603516 || Total time:11.567867279052734 Iteration: 4 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.003813028335571289 || Total time:11.571680307388306 Iteration: 5 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.014763116836547852 || Total time:11.586443424224854 Iteration: 6 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.0038809776306152344 || Total time:11.590324401855469 Iteration: 7 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.07248806953430176 || Total time:11.66281247138977 Iteration: 8 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.003787994384765625 || Total time:11.666600465774536 Iteration: 9 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.003796100616455078 || Total time:11.670396566390991 Iteration: 10 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.0038449764251708984 || Total time:11.674241542816162 Iteration: 11 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.003823995590209961 || Total time:11.678065538406372 Iteration: 12 || Clusters count: 1 || Log posterior: -232957.19423629093 || Iter Time:0.0038030147552490234 || Total time:11.681868553161621 Iteration: 13 || Clusters count: 2 || Log posterior: -232533.93836131616 || Iter Time:2.0443601608276367 || Total time:13.726228713989258 Iteration: 14 || Clusters count: 2 || Log posterior: -232518.03900874237 || Iter Time:0.004279136657714844 || Total time:13.730507850646973 Iteration: 15 || Clusters count: 2 || Log posterior: -232536.803140192 || Iter Time:0.004204988479614258 || Total time:13.734712839126587 Iteration: 16 || Clusters count: 2 || Log posterior: -232505.40165158032 || Iter Time:0.004163980484008789 || Total time:13.738876819610596 Iteration: 17 || Clusters count: 2 || Log posterior: -232511.48683681243 || Iter Time:0.004221916198730469 || Total time:13.743098735809326 Iteration: 18 || Clusters count: 2 || Log posterior: -232487.14051511546 || Iter Time:0.004862070083618164 || Total time:13.747960805892944 Iteration: 19 || Clusters count: 2 || Log posterior: -232487.61943572486 || Iter Time:0.0047190189361572266 || Total time:13.752679824829102 Iteration: 20 || Clusters count: 2 || Log posterior: -232403.3363882521 || Iter Time:1.0883901119232178 || Total time:14.84106993675232 Loading and distributing data: 0.000642 seconds (142 allocations: 396.039 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232825.58608191626 || Iter Time:0.02422809600830078 || Total time:14.86529803276062 Iteration: 22 || Clusters count: 2 || Log posterior: -232785.0063156399 || Iter Time:0.0044040679931640625 || Total time:14.869702100753784 Iteration: 23 || Clusters count: 2 || Log posterior: -232800.1454797393 || Iter Time:0.0044209957122802734 || Total time:14.874123096466064 Iteration: 24 || Clusters count: 2 || Log posterior: -232776.67983191626 || Iter Time:0.004464149475097656 || Total time:14.878587245941162 Iteration: 25 || Clusters count: 2 || Log posterior: -232788.84841770597 || Iter Time:0.00442194938659668 || Total time:14.883009195327759 Iteration: 26 || Clusters count: 2 || Log posterior: -232792.50408136574 || Iter Time:0.0043790340423583984 || Total time:14.887388229370117 Iteration: 27 || Clusters count: 2 || Log posterior: -232769.22268004576 || Iter Time:0.004519939422607422 || Total time:14.891908168792725 Iteration: 28 || Clusters count: 3 || Log posterior: -232426.8635268121 || Iter Time:0.005440950393676758 || Total time:14.897349119186401 Iteration: 29 || Clusters count: 3 || Log posterior: -232275.1437629105 || Iter Time:0.004694938659667969 || Total time:14.90204405784607 Iteration: 30 || Clusters count: 3 || Log posterior: -232240.73841637652 || Iter Time:0.004828929901123047 || Total time:14.906872987747192 Iteration: 31 || Clusters count: 3 || Log posterior: -232239.9655513153 || Iter Time:0.004823923110961914 || Total time:14.911696910858154 Iteration: 32 || Clusters count: 3 || Log posterior: -232254.21652610396 || Iter Time:0.005001068115234375 || Total time:14.916697978973389 Iteration: 33 || Clusters count: 3 || Log posterior: -232225.83250869808 || Iter Time:0.004967927932739258 || Total time:14.921665906906128 Iteration: 34 || Clusters count: 3 || Log posterior: -232224.2519669551 || Iter Time:0.07298588752746582 || Total time:14.994651794433594 Iteration: 35 || Clusters count: 3 || Log posterior: -232217.63468012228 || Iter Time:0.005434989929199219 || Total time:15.000086784362793 Iteration: 36 || Clusters count: 3 || Log posterior: -232220.69289011447 || Iter Time:0.004153013229370117 || Total time:15.004239797592163 Iteration: 37 || Clusters count: 3 || Log posterior: -232217.42621698545 || Iter Time:0.004083156585693359 || Total time:15.008322954177856 Iteration: 38 || Clusters count: 3 || Log posterior: -232232.68235024906 || Iter Time:0.0040090084075927734 || Total time:15.01233196258545 Iteration: 39 || Clusters count: 3 || Log posterior: -232239.4459689243 || Iter Time:0.004149913787841797 || Total time:15.016481876373291 Iteration: 40 || Clusters count: 3 || Log posterior: -232214.81878690686 || Iter Time:0.004134178161621094 || Total time:15.020616054534912 Iteration: 41 || Clusters count: 3 || Log posterior: -232198.87547744808 || Iter Time:0.004090070724487305 || Total time:15.0247061252594 Loading and distributing data: 0.000597 seconds (142 allocations: 396.039 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262093.41092737665 || Iter Time:0.0047760009765625 || Total time:15.029482126235962 Iteration: 43 || Clusters count: 3 || Log posterior: -262081.84246384088 || Iter Time:0.0045659542083740234 || Total time:15.034048080444336 Iteration: 44 || Clusters count: 3 || Log posterior: -262073.086820775 || Iter Time:0.004606962203979492 || Total time:15.038655042648315 Iteration: 45 || Clusters count: 3 || Log posterior: -262068.75658470578 || Iter Time:0.004445075988769531 || Total time:15.043100118637085 Iteration: 46 || Clusters count: 3 || Log posterior: -262074.94441947574 || Iter Time:0.004499912261962891 || Total time:15.047600030899048 Iteration: 47 || Clusters count: 3 || Log posterior: -262087.7683645866 || Iter Time:0.0044209957122802734 || Total time:15.052021026611328 Iteration: 48 || Clusters count: 3 || Log posterior: -262093.60427752158 || Iter Time:0.004379987716674805 || Total time:15.056401014328003 Iteration: 49 || Clusters count: 3 || Log posterior: -262060.16419749733 || Iter Time:0.004426002502441406 || Total time:15.060827016830444 Iteration: 50 || Clusters count: 3 || Log posterior: -262075.57894811739 || Iter Time:0.004528045654296875 || Total time:15.065355062484741 Iteration: 51 || Clusters count: 3 || Log posterior: -262057.15887009088 || Iter Time:0.004441022872924805 || Total time:15.069796085357666 Iteration: 52 || Clusters count: 3 || Log posterior: -262074.73827216323 || Iter Time:0.004417896270751953 || Total time:15.074213981628418 Iteration: 53 || Clusters count: 3 || Log posterior: -262065.0066458366 || Iter Time:0.004528999328613281 || Total time:15.078742980957031 Iteration: 54 || Clusters count: 3 || Log posterior: -262088.664945775 || Iter Time:0.004481077194213867 || Total time:15.083224058151245 Iteration: 55 || Clusters count: 3 || Log posterior: -262081.06055730727 || Iter Time:0.004483938217163086 || Total time:15.087707996368408 Iteration: 56 || Clusters count: 4 || Log posterior: -261711.31614819533 || Iter Time:0.007666110992431641 || Total time:15.09537410736084 Iteration: 57 || Clusters count: 4 || Log posterior: -261698.49208261105 || Iter Time:0.00598907470703125 || Total time:15.101363182067871 Iteration: 58 || Clusters count: 4 || Log posterior: -261716.69107350896 || Iter Time:0.005975961685180664 || Total time:15.107339143753052 Iteration: 59 || Clusters count: 4 || Log posterior: -261708.44357989216 || Iter Time:0.04442286491394043 || Total time:15.151762008666992 Iteration: 60 || Clusters count: 5 || Log posterior: -261309.35627041734 || Iter Time:0.006624937057495117 || Total time:15.158386945724487 Iteration: 61 || Clusters count: 5 || Log posterior: -261319.46496355117 || Iter Time:0.0058689117431640625 || Total time:15.164255857467651 Iteration: 62 || Clusters count: 5 || Log posterior: -261204.2276233368 || Iter Time:0.00523686408996582 || Total time:15.169492721557617 Loading and distributing data: 0.000539 seconds (142 allocations: 396.039 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261365.3146976414 || Iter Time:0.005266904830932617 || Total time:15.17475962638855 Iteration: 64 || Clusters count: 5 || Log posterior: -261310.1660147035 || Iter Time:0.0052220821380615234 || Total time:15.179981708526611 Iteration: 65 || Clusters count: 5 || Log posterior: -261290.60282317596 || Iter Time:0.005270957946777344 || Total time:15.185252666473389 Iteration: 66 || Clusters count: 5 || Log posterior: -261299.44662985552 || Iter Time:0.0053861141204833984 || Total time:15.190638780593872 Iteration: 67 || Clusters count: 5 || Log posterior: -261280.6395561203 || Iter Time:0.005121946334838867 || Total time:15.195760726928711 Iteration: 68 || Clusters count: 5 || Log posterior: -261292.17969030218 || Iter Time:0.005112171173095703 || Total time:15.200872898101807 Iteration: 69 || Clusters count: 5 || Log posterior: -261281.30788824585 || Iter Time:0.005273103713989258 || Total time:15.206146001815796 Iteration: 70 || Clusters count: 5 || Log posterior: -261271.68376286962 || Iter Time:0.005208015441894531 || Total time:15.21135401725769 Iteration: 71 || Clusters count: 7 || Log posterior: -260894.32442807668 || Iter Time:0.0072710514068603516 || Total time:15.21862506866455 Iteration: 72 || Clusters count: 7 || Log posterior: -260732.90240817118 || Iter Time:0.0055959224700927734 || Total time:15.224220991134644 Iteration: 73 || Clusters count: 7 || Log posterior: -260692.31422388542 || Iter Time:0.005888938903808594 || Total time:15.230109930038452 Iteration: 74 || Clusters count: 7 || Log posterior: -260683.82748579976 || Iter Time:0.0059130191802978516 || Total time:15.23602294921875 Iteration: 75 || Clusters count: 8 || Log posterior: -260356.02213200543 || Iter Time:0.5756800174713135 || Total time:15.811702966690063 Iteration: 76 || Clusters count: 8 || Log posterior: -260318.63997268135 || Iter Time:0.006417036056518555 || Total time:15.818120002746582 Iteration: 77 || Clusters count: 8 || Log posterior: -260286.49658889035 || Iter Time:0.024430036544799805 || Total time:15.842550039291382 Iteration: 78 || Clusters count: 8 || Log posterior: -260264.62772050733 || Iter Time:0.005939960479736328 || Total time:15.848489999771118 Iteration: 79 || Clusters count: 8 || Log posterior: -260276.09263995168 || Iter Time:0.005993843078613281 || Total time:15.854483842849731 Iteration: 80 || Clusters count: 8 || Log posterior: -260275.83666625738 || Iter Time:0.005897998809814453 || Total time:15.860381841659546 Iteration: 81 || Clusters count: 8 || Log posterior: -260267.43639110887 || Iter Time:0.005975008010864258 || Total time:15.86635684967041 Iteration: 82 || Clusters count: 8 || Log posterior: -260276.61486079142 || Iter Time:0.005843162536621094 || Total time:15.872200012207031 Iteration: 83 || Clusters count: 8 || Log posterior: -260204.68830879265 || Iter Time:0.0056781768798828125 || Total time:15.877878189086914 Loading and distributing data: 0.000510 seconds (142 allocations: 396.039 KiB) Iteration: 84 || Clusters count: 8 || Log posterior: -260072.07037614987 || Iter Time:0.00645899772644043 || Total time:15.884337186813354 Iteration: 85 || Clusters count: 8 || Log posterior: -260006.84803300243 || Iter Time:0.0057909488677978516 || Total time:15.890128135681152 Iteration: 86 || Clusters count: 12 || Log posterior: -258923.71394053727 || Iter Time:0.008849859237670898 || Total time:15.898977994918823 Iteration: 87 || Clusters count: 12 || Log posterior: -258510.10661792074 || Iter Time:0.020725011825561523 || Total time:15.919703006744385 Iteration: 88 || Clusters count: 12 || Log posterior: -258427.81233902913 || Iter Time:0.007626056671142578 || Total time:15.927329063415527 Iteration: 89 || Clusters count: 12 || Log posterior: -258340.6745469798 || Iter Time:0.021186113357543945 || Total time:15.948515176773071 Iteration: 90 || Clusters count: 12 || Log posterior: -258312.86693113696 || Iter Time:0.007523059844970703 || Total time:15.956038236618042 Iteration: 91 || Clusters count: 12 || Log posterior: -258313.95382827014 || Iter Time:0.007462978363037109 || Total time:15.963501214981079 Iteration: 92 || Clusters count: 12 || Log posterior: -258299.59408526804 || Iter Time:0.00739598274230957 || Total time:15.970897197723389 Iteration: 93 || Clusters count: 12 || Log posterior: -258306.38208667468 || Iter Time:0.007533073425292969 || Total time:15.978430271148682 Iteration: 94 || Clusters count: 12 || Log posterior: -258273.3279542895 || Iter Time:0.007606983184814453 || Total time:15.986037254333496 Iteration: 95 || Clusters count: 12 || Log posterior: -258283.1326896987 || Iter Time:0.00741887092590332 || Total time:15.9934561252594 Iteration: 96 || Clusters count: 12 || Log posterior: -258279.5391570666 || Iter Time:0.00726008415222168 || Total time:16.00071620941162 Iteration: 97 || Clusters count: 12 || Log posterior: -258263.0045527127 || Iter Time:0.007111072540283203 || Total time:16.007827281951904 Iteration: 98 || Clusters count: 12 || Log posterior: -258248.27511187433 || Iter Time:0.007390022277832031 || Total time:16.015217304229736 Iteration: 99 || Clusters count: 12 || Log posterior: -258238.5520791186 || Iter Time:0.012770891189575195 || Total time:16.02798819541931 Iteration: 100 || Clusters count: 12 || Log posterior: -258268.39011034105 || Iter Time:0.007981061935424805 || Total time:16.035969257354736 Iteration: 101 || Clusters count: 12 || Log posterior: -258269.8327274702 || Iter Time:0.01001596450805664 || Total time:16.045985221862793 Iteration: 102 || Clusters count: 12 || Log posterior: -258250.5141198491 || Iter Time:0.009870052337646484 || Total time:16.05585527420044 Iteration: 103 || Clusters count: 12 || Log posterior: -258273.46701275453 || Iter Time:0.010267019271850586 || Total time:16.06612229347229 Iteration: 104 || Clusters count: 12 || Log posterior: -258230.08389669593 || Iter Time:0.010651826858520508 || Total time:16.07677412033081 Loading and distributing data: 0.000516 seconds (142 allocations: 396.039 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256420.27165926693 || Iter Time:0.016395092010498047 || Total time:16.09316921234131 Iteration: 106 || Clusters count: 17 || Log posterior: -256022.89576250297 || Iter Time:0.010007143020629883 || Total time:16.10317635536194 Iteration: 107 || Clusters count: 17 || Log posterior: -255995.18973031745 || Iter Time:0.009864091873168945 || Total time:16.113040447235107 Iteration: 108 || Clusters count: 17 || Log posterior: -255991.3522069921 || Iter Time:0.009599924087524414 || Total time:16.122640371322632 Iteration: 109 || Clusters count: 17 || Log posterior: -255984.38902866794 || Iter Time:0.00935816764831543 || Total 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time:16.304351329803467 Iteration: 124 || Clusters count: 17 || Log posterior: -255981.49130613462 || Iter Time:0.017683029174804688 || Total time:16.32203435897827 Iteration: 125 || Clusters count: 17 || Log posterior: -255970.2552215918 || Iter Time:0.02131795883178711 || Total time:16.34335231781006 Loading and distributing data: 0.000633 seconds (142 allocations: 396.039 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255227.94837845722 || Iter Time:0.01672196388244629 || Total time:16.360074281692505 Iteration: 127 || Clusters count: 19 || Log posterior: -255160.3385315233 || Iter Time:0.016034841537475586 || Total time:16.37610912322998 Iteration: 128 || Clusters count: 19 || Log posterior: -255177.92335127105 || Iter Time:0.019520998001098633 || Total time:16.39563012123108 Iteration: 129 || Clusters count: 19 || Log posterior: -255168.3385507482 || Iter Time:0.015588998794555664 || Total time:16.411219120025635 Iteration: 130 || Clusters count: 19 || Log posterior: -255171.46208765885 || Iter Time:0.015405893325805664 || Total time:16.42662501335144 Iteration: 131 || Clusters count: 19 || Log posterior: -255170.8763681787 || Iter Time:0.014904975891113281 || Total time:16.441529989242554 Iteration: 132 || Clusters count: 19 || Log posterior: -255173.081720835 || Iter Time:0.01891303062438965 || Total time:16.460443019866943 Iteration: 133 || Clusters count: 19 || Log posterior: -255160.04206628707 || Iter Time:0.014575004577636719 || Total time:16.47501802444458 Iteration: 134 || Clusters count: 19 || Log posterior: -255156.61708618057 || Iter Time:0.015897035598754883 || Total time:16.490915060043335 Iteration: 135 || Clusters count: 19 || Log posterior: -255156.42593531185 || Iter Time:0.0200040340423584 || Total time:16.510919094085693 Iteration: 136 || Clusters count: 19 || Log posterior: -255158.04988115936 || Iter Time:0.015085935592651367 || Total time:16.526005029678345 Iteration: 137 || Clusters count: 19 || Log posterior: -255162.25862217197 || Iter Time:0.014748811721801758 || Total time:16.540753841400146 Iteration: 138 || Clusters count: 19 || Log posterior: -255160.28620672846 || Iter Time:0.017933130264282227 || Total time:16.55868697166443 Iteration: 139 || Clusters count: 19 || Log posterior: -255161.14037092126 || Iter Time:0.014985084533691406 || Total time:16.57367205619812 Iteration: 140 || Clusters count: 19 || Log posterior: -255152.49729206582 || Iter Time:0.014690876007080078 || Total time:16.5883629322052 Iteration: 141 || Clusters count: 19 || Log posterior: -255164.7224141868 || Iter Time:0.021200895309448242 || Total time:16.60956382751465 Iteration: 142 || Clusters count: 19 || Log posterior: -255158.17036617853 || Iter Time:0.01874089241027832 || Total time:16.628304719924927 Iteration: 143 || Clusters count: 19 || Log posterior: -255153.3814662082 || Iter Time:0.0180661678314209 || Total time:16.646370887756348 Iteration: 144 || Clusters count: 19 || Log posterior: -255154.45398365514 || Iter Time:0.022235870361328125 || Total time:16.668606758117676 Iteration: 145 || Clusters count: 19 || Log posterior: -255158.17654783183 || Iter Time:0.018915176391601562 || Total time:16.687521934509277 Iteration: 146 || Clusters count: 19 || Log posterior: -255152.05620870861 || Iter Time:0.01824188232421875 || Total time:16.705763816833496 Loading and distributing data: 0.000502 seconds (142 allocations: 396.039 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254752.9551914883 || Iter Time:0.02323007583618164 || Total time:16.728993892669678 Iteration: 148 || Clusters count: 20 || Log posterior: -254662.10573548288 || Iter Time:0.017467975616455078 || Total time:16.746461868286133 Iteration: 149 || Clusters count: 20 || Log posterior: -254658.92245455395 || Iter Time:0.021903038024902344 || Total time:16.768364906311035 Iteration: 150 || Clusters count: 20 || Log posterior: -254651.67931320966 || Iter Time:0.01872420310974121 || Total 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posterior: -255130.05276114732 || Iter Time:0.0228421688079834 || Total time:17.21898126602173 Iteration: 172 || Clusters count: 20 || Log posterior: -255124.04264157626 || Iter Time:0.0182650089263916 || Total time:17.23724627494812 Iteration: 173 || Clusters count: 20 || Log posterior: -255123.51162034695 || Iter Time:0.022477149963378906 || Total time:17.2597234249115 Iteration: 174 || Clusters count: 20 || Log posterior: -255124.4777855701 || Iter Time:0.019008874893188477 || Total time:17.278732299804688 Iteration: 175 || Clusters count: 20 || Log posterior: -255124.46455037416 || Iter Time:0.018774986267089844 || Total time:17.297507286071777 Iteration: 176 || Clusters count: 20 || Log posterior: -255119.35696334232 || Iter Time:0.02437114715576172 || Total time:17.32187843322754 Iteration: 177 || Clusters count: 20 || Log posterior: -255121.08437631725 || Iter Time:0.0185699462890625 || Total time:17.3404483795166 Iteration: 178 || Clusters count: 20 || Log posterior: -255132.5074954584 || Iter Time:0.019053936004638672 || Total time:17.35950231552124 Iteration: 179 || Clusters count: 20 || Log posterior: -255125.93675903065 || Iter Time:0.023861169815063477 || Total time:17.383363485336304 Iteration: 180 || Clusters count: 20 || Log posterior: -255142.56284557196 || Iter Time:0.01881885528564453 || Total time:17.40218234062195 Iteration: 181 || Clusters count: 20 || Log posterior: -255125.89961111845 || Iter Time:0.02407097816467285 || Total time:17.42625331878662 Iteration: 182 || Clusters count: 20 || Log posterior: -255123.99407879604 || Iter Time:0.02173614501953125 || Total time:17.447989463806152 Iteration: 183 || Clusters count: 20 || Log posterior: -255123.58017712805 || Iter Time:0.02003192901611328 || Total time:17.468021392822266 Iteration: 184 || Clusters count: 20 || Log posterior: -255125.04739595254 || Iter Time:0.024099111557006836 || Total time:17.492120504379272 Iteration: 185 || Clusters count: 20 || Log posterior: -255120.0316213784 || Iter Time:0.020581960678100586 || Total time:17.512702465057373 Iteration: 186 || Clusters count: 20 || Log posterior: -255122.07981167795 || Iter Time:0.025206804275512695 || Total time:17.537909269332886 Iteration: 187 || Clusters count: 20 || Log posterior: -255122.59035855965 || Iter Time:0.021889925003051758 || Total time:17.559799194335938 Iteration: 188 || Clusters count: 20 || Log posterior: -255118.4913867481 || Iter Time:0.018995046615600586 || Total time:17.578794240951538 Loading and distributing data: 0.000473 seconds (142 allocations: 396.039 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255144.63191615662 || Iter Time:0.09526419639587402 || Total time:17.674058437347412 Iteration: 190 || Clusters count: 20 || Log posterior: -255118.15687044946 || Iter Time:0.01767587661743164 || Total time:17.691734313964844 Iteration: 191 || Clusters count: 20 || Log posterior: -255112.55935656631 || Iter Time:0.016841888427734375 || Total time:17.708576202392578 Iteration: 192 || Clusters count: 20 || Log posterior: -255114.37240319382 || Iter Time:0.4828159809112549 || Total time:18.191392183303833 Iteration: 193 || Clusters count: 20 || Log posterior: -255114.04603556186 || Iter Time:0.01794600486755371 || Total time:18.209338188171387 Iteration: 194 || Clusters count: 20 || Log posterior: -255115.64115916117 || Iter Time:0.017192840576171875 || Total time:18.22653102874756 Iteration: 195 || Clusters count: 20 || Log posterior: -255121.8016656494 || Iter Time:0.01723003387451172 || Total time:18.24376106262207 Iteration: 196 || Clusters count: 20 || Log posterior: -255119.766009226 || Iter Time:0.018152952194213867 || Total time:18.261914014816284 Iteration: 197 || Clusters count: 20 || Log posterior: -255121.00206684964 || Iter Time:0.018558979034423828 || Total time:18.280472993850708 Iteration: 198 || Clusters count: 20 || Log posterior: -255118.15441995944 || Iter Time:0.019542217254638672 || Total time:18.300015211105347 Iteration: 199 || Clusters count: 20 || Log posterior: -255118.94048512922 || Iter Time:0.017117023468017578 || Total time:18.317132234573364 Iteration: 200 || Clusters count: 20 || Log posterior: -255113.6298966631 || Iter Time:0.017101049423217773 || Total time:18.334233283996582 Iteration: 201 || Clusters count: 20 || Log posterior: -255114.5726858377 || Iter Time:0.016941070556640625 || Total time:18.351174354553223 Iteration: 202 || Clusters count: 20 || Log posterior: -255114.5726858377 || Iter Time:0.018236875534057617 || Total time:18.36941123008728 Iteration: 203 || Clusters count: 20 || Log posterior: -255117.97015237677 || Iter Time:0.018537044525146484 || Total time:18.387948274612427 Iteration: 204 || Clusters count: 20 || Log posterior: -255119.88058004415 || Iter Time:0.02090287208557129 || Total time:18.408851146697998 Iteration: 205 || Clusters count: 20 || Log posterior: -255113.82686910665 || Iter Time:0.02475595474243164 || Total time:18.43360710144043 Iteration: 206 || Clusters count: 20 || Log posterior: -255113.56927656883 || Iter Time:0.024975061416625977 || Total time:18.458582162857056 Iteration: 207 || Clusters count: 20 || Log posterior: -255120.55633103038 || Iter Time:0.025181055068969727 || Total time:18.483763217926025 Iteration: 208 || Clusters count: 20 || Log posterior: -255114.17537082022 || Iter Time:0.02578902244567871 || Total time:18.509552240371704 Iteration: 209 || Clusters count: 20 || Log posterior: -255114.17537082022 || Iter Time:0.024127960205078125 || Total time:18.533680200576782 NMI: 0.7290249232446095 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m00.5s [31948, 61680, 69645, 79351, 55289, 3209, 53502, 59843, 6432, 15902, 71887, 26981, 89745, 11613, 17714, 204266, 60873, 38592, 7333, 34195] Loading and distributing data: 0.000247 seconds (142 allocations: 13.227 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:1.9718101024627686 || Total time:1.9718101024627686 Iteration: 1 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.001566171646118164 || Total time:1.9733762741088867 Iteration: 2 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.0010650157928466797 || Total time:1.9744412899017334 Iteration: 3 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.0009589195251464844 || Total time:1.9754002094268799 Iteration: 4 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.0009021759033203125 || Total time:1.9763023853302002 Iteration: 5 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.0008871555328369141 || Total time:1.977189540863037 Iteration: 6 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.05369901657104492 || Total time:2.030888557434082 Iteration: 7 || Clusters count: 1 || Log posterior: -6500.369614530255 || Iter Time:0.0011680126190185547 || Total time:2.0320565700531006 Iteration: 8 || Clusters count: 2 || Log posterior: -6221.112254473621 || Iter Time:0.150115966796875 || Total time:2.1821725368499756 Iteration: 9 || Clusters count: 2 || Log posterior: -6235.47625348883 || Iter Time:0.001466989517211914 || Total time:2.1836395263671875 Iteration: 10 || Clusters count: 2 || Log posterior: -6201.995429145318 || Iter Time:0.0013010501861572266 || Total time:2.1849405765533447 Iteration: 11 || Clusters count: 2 || Log posterior: -6181.526770852275 || Iter Time:0.0012581348419189453 || Total time:2.1861987113952637 Iteration: 12 || Clusters count: 2 || Log posterior: -6186.6614881675005 || Iter Time:0.0012309551239013672 || Total time:2.187429666519165 Iteration: 13 || Clusters count: 2 || Log posterior: -6206.975902841241 || Iter Time:0.0012209415435791016 || Total time:2.188650608062744 Iteration: 14 || Clusters count: 2 || Log posterior: -6199.044089644891 || Iter Time:0.0011649131774902344 || 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Iteration: 29 || Clusters count: 6 || Log posterior: -5535.261338978128 || Iter Time:0.0026581287384033203 || Total time:2.223468780517578 Iteration: 30 || Clusters count: 6 || Log posterior: -5475.212949899065 || Iter Time:0.8274269104003906 || Total time:3.0508956909179688 false [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 5, 5, 5, 5] [6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 5, 5, 5, 5] Loading and distributing data: 0.000261 seconds (142 allocations: 13.227 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5278.428303456764 || Iter Time:0.026133060455322266 || Total time:3.077028751373291 Iteration: 32 || Clusters count: 7 || Log posterior: -5254.518661969743 || Iter Time:0.0053958892822265625 || Total time:3.0824246406555176 Loading and distributing data: 0.000151 seconds (142 allocations: 13.227 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4216.286742274095 || Iter Time:0.0024330615997314453 || Total time:3.084857702255249 Iteration: 34 || Clusters count: 7 || Log posterior: -4196.938169592391 || Iter Time:0.0054662227630615234 || Total time:3.0903239250183105 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -3928.24928751422 || Iter Time:0.002685070037841797 || Total time:3.0930089950561523 Iteration: 36 || Clusters count: 7 || Log posterior: -3881.27914667468 || Iter Time:0.005895137786865234 || Total time:3.0989041328430176 Loading and distributing data: 0.000202 seconds 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Iteration: 303 || Clusters count: 11 || Log posterior: -3485.8055560707085 || Iter Time:0.0072479248046875 || Total time:6.106770277023315 Iteration: 304 || Clusters count: 11 || Log posterior: -3453.755520650898 || Iter Time:0.011198043823242188 || Total time:6.117968320846558 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 305 || Clusters count: 11 || Log posterior: -3473.457397985078 || Iter Time:0.0065059661865234375 || Total time:6.124474287033081 Iteration: 306 || Clusters count: 11 || Log posterior: -3457.642126548205 || Iter Time:0.01205301284790039 || Total time:6.1365272998809814 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 307 || Clusters count: 11 || Log posterior: -3501.6019374642083 || Iter Time:0.006989002227783203 || Total time:6.143516302108765 Iteration: 308 || Clusters count: 11 || Log posterior: -3469.922237152993 || Iter Time:0.012078046798706055 || Total time:6.155594348907471 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-3456.571422603278 || Iter Time:0.012797832489013672 || Total time:6.219850301742554 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 315 || Clusters count: 12 || Log posterior: -3445.9416248326916 || Iter Time:0.008464813232421875 || Total time:6.228315114974976 Iteration: 316 || Clusters count: 12 || Log posterior: -3429.25379455245 || Iter Time:0.013891220092773438 || Total time:6.242206335067749 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 317 || Clusters count: 11 || Log posterior: -3444.3914555178435 || Iter Time:0.007925033569335938 || Total time:6.250131368637085 Iteration: 318 || Clusters count: 11 || Log posterior: -3422.2996693784653 || Iter Time:0.08862900733947754 || Total time:6.3387603759765625 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 319 || Clusters count: 11 || Log posterior: -3452.514464047637 || Iter Time:0.006543159484863281 || Total 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Iteration: 375 || Clusters count: 12 || Log posterior: -3463.4401885149023 || Iter Time:0.006779909133911133 || Total time:6.9029860496521 Iteration: 376 || Clusters count: 12 || Log posterior: -3432.3018984106325 || Iter Time:0.011224985122680664 || Total time:6.91421103477478 Loading and distributing data: 0.000145 seconds (142 allocations: 13.227 KiB) Iteration: 377 || Clusters count: 12 || Log posterior: -3435.76211999829 || Iter Time:0.0070950984954833984 || Total time:6.921306133270264 Iteration: 378 || Clusters count: 12 || Log posterior: -3415.9104368353446 || Iter Time:0.012075185775756836 || Total time:6.9333813190460205 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 379 || Clusters count: 12 || Log posterior: -3448.5041556106053 || Iter Time:0.007504940032958984 || Total time:6.9408862590789795 Iteration: 380 || Clusters count: 12 || Log posterior: -3423.8575204197537 || Iter Time:0.011842966079711914 || Total time:6.952729225158691 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-3389.0860731409257 || Iter Time:0.01270914077758789 || Total time:7.016034364700317 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 387 || Clusters count: 12 || Log posterior: -3466.4116397735265 || Iter Time:0.0083160400390625 || Total time:7.02435040473938 Iteration: 388 || Clusters count: 12 || Log posterior: -3423.735677315402 || Iter Time:0.013324975967407227 || Total time:7.037675380706787 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 389 || Clusters count: 12 || Log posterior: -3516.1343959795768 || Iter Time:0.008033037185668945 || Total time:7.045708417892456 Iteration: 390 || Clusters count: 12 || Log posterior: -3470.195853243317 || Iter Time:0.012940168380737305 || Total time:7.058648586273193 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 391 || Clusters count: 12 || Log posterior: -3433.7857530680144 || Iter Time:0.008865833282470703 || Total 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|| Log posterior: -3460.745829344174 || Iter Time:0.043820858001708984 || Total time:7.170930624008179 Iteration: 398 || Clusters count: 12 || Log posterior: -3415.150364473571 || Iter Time:0.012292861938476562 || Total time:7.183223485946655 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 399 || Clusters count: 12 || Log posterior: -3421.4436627378436 || Iter Time:0.008460044860839844 || Total time:7.191683530807495 Iteration: 400 || Clusters count: 12 || Log posterior: -3389.5349975712566 || Iter Time:0.012208938598632812 || Total time:7.203892469406128 Loading and distributing data: 0.000149 seconds (142 allocations: 13.227 KiB) Iteration: 401 || Clusters count: 12 || Log posterior: -3384.988005874187 || Iter Time:0.007789134979248047 || Total time:7.211681604385376 Iteration: 402 || Clusters count: 12 || Log posterior: -3336.9839565226807 || Iter Time:0.012000083923339844 || Total time:7.223681688308716 Loading and distributing data: 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Iteration: 447 || Clusters count: 13 || Log posterior: -3438.7242366431196 || Iter Time:0.0093231201171875 || Total time:7.720696449279785 Iteration: 448 || Clusters count: 13 || Log posterior: -3397.882433135637 || Iter Time:0.013935089111328125 || Total time:7.734631538391113 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 449 || Clusters count: 13 || Log posterior: -3464.4495791205322 || Iter Time:0.010137081146240234 || Total time:7.7447686195373535 Iteration: 450 || Clusters count: 13 || Log posterior: -3402.510999917264 || Iter Time:0.01553797721862793 || Total time:7.7603065967559814 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 451 || Clusters count: 13 || Log posterior: -3428.8270089266307 || Iter Time:0.009979963302612305 || Total time:7.770286560058594 Iteration: 452 || Clusters count: 13 || Log posterior: -3389.781992392854 || Iter Time:0.014616966247558594 || Total time:7.784903526306152 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Iteration: 486 || Clusters count: 14 || Log posterior: -3453.188096513798 || Iter Time:0.01599884033203125 || Total time:8.231937885284424 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 487 || Clusters count: 13 || Log posterior: -3457.3527136493876 || Iter Time:0.01038217544555664 || Total time:8.24232006072998 Iteration: 488 || Clusters count: 13 || Log posterior: -3423.615818058697 || Iter Time:0.01353907585144043 || Total time:8.255859136581421 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 489 || Clusters count: 13 || Log posterior: -3447.008289845511 || Iter Time:0.008614063262939453 || Total time:8.26447319984436 Iteration: 490 || Clusters count: 13 || Log posterior: -3428.7384248780395 || Iter Time:0.012814998626708984 || Total time:8.27728819847107 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 491 || Clusters count: 13 || Log posterior: 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Iteration: 597 || Clusters count: 13 || Log posterior: -3524.676715543543 || Iter Time:0.010287046432495117 || Total time:9.561057806015015 Iteration: 598 || Clusters count: 13 || Log posterior: -3489.0879759917116 || Iter Time:0.014931917190551758 || Total time:9.575989723205566 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 599 || Clusters count: 14 || Log posterior: -3491.5076998052564 || Iter Time:0.010312080383300781 || Total time:9.586301803588867 Iteration: 600 || Clusters count: 13 || Log posterior: -3458.6586117348675 || Iter Time:0.015017032623291016 || Total time:9.601318836212158 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 601 || Clusters count: 13 || Log posterior: -3485.083683250679 || Iter Time:0.009186983108520508 || Total time:9.610505819320679 Iteration: 602 || Clusters count: 13 || Log posterior: -3469.3540655421125 || Iter Time:0.013825178146362305 || Total time:9.624330997467041 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Iteration: 647 || Clusters count: 13 || Log posterior: -3418.069091662792 || Iter Time:0.008900880813598633 || Total time:10.200640439987183 Iteration: 648 || Clusters count: 13 || Log posterior: -3378.3512591746635 || Iter Time:0.013431787490844727 || Total time:10.214072227478027 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 649 || Clusters count: 14 || Log posterior: -3430.42764538353 || Iter Time:0.010030031204223633 || Total time:10.224102258682251 Iteration: 650 || Clusters count: 14 || Log posterior: -3403.193227153652 || Iter Time:0.014889001846313477 || Total time:10.238991260528564 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 651 || Clusters count: 14 || Log posterior: -3472.5018672331694 || Iter Time:0.010149002075195312 || Total time:10.24914026260376 Iteration: 652 || Clusters count: 14 || Log posterior: -3418.1939276575145 || Iter Time:0.014536142349243164 || Total 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Iteration: 669 || Clusters count: 13 || Log posterior: -3450.3625316682037 || Iter Time:0.01122903823852539 || Total time:10.469146013259888 Iteration: 670 || Clusters count: 13 || Log posterior: -3405.667878366636 || Iter Time:0.014370918273925781 || Total time:10.483516931533813 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 671 || Clusters count: 13 || Log posterior: -3486.5716895805217 || Iter Time:0.010236024856567383 || Total time:10.49375295639038 Iteration: 672 || Clusters count: 13 || Log posterior: -3451.807323410518 || Iter Time:0.014208078384399414 || Total time:10.50796103477478 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 673 || Clusters count: 13 || Log posterior: -3452.7406566598092 || Iter Time:0.009421825408935547 || Total time:10.517382860183716 Iteration: 674 || Clusters count: 13 || Log posterior: -3411.795072933067 || Iter Time:0.014250040054321289 || Total 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Iteration: 691 || Clusters count: 13 || Log posterior: -3478.518286163727 || Iter Time:0.008955955505371094 || Total time:10.767675399780273 Iteration: 692 || Clusters count: 13 || Log posterior: -3455.269728827826 || Iter Time:0.013314962387084961 || Total time:10.780990362167358 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 693 || Clusters count: 13 || Log posterior: -3445.2004706404114 || Iter Time:0.009453058242797852 || Total time:10.790443420410156 Iteration: 694 || Clusters count: 13 || Log posterior: -3409.23687992002 || Iter Time:0.01482701301574707 || Total time:10.805270433425903 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 695 || Clusters count: 13 || Log posterior: -3399.4931071956184 || Iter Time:0.010442018508911133 || Total time:10.815712451934814 Iteration: 696 || Clusters count: 13 || Log posterior: -3353.6118750091136 || Iter Time:0.014417886734008789 || Total 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Iteration: 713 || Clusters count: 13 || Log posterior: -3457.81285755801 || Iter Time:0.009736061096191406 || Total time:11.038830518722534 Iteration: 714 || Clusters count: 13 || Log posterior: -3417.404165326455 || Iter Time:0.0144500732421875 || Total time:11.053280591964722 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 715 || Clusters count: 13 || Log posterior: -3394.815827763897 || Iter Time:0.009825944900512695 || Total time:11.063106536865234 Iteration: 716 || Clusters count: 13 || Log posterior: -3359.1129884573234 || Iter Time:0.014756917953491211 || Total time:11.077863454818726 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 717 || Clusters count: 13 || Log posterior: -3453.4892325498326 || Iter Time:0.010018110275268555 || Total time:11.087881565093994 Iteration: 718 || Clusters count: 13 || Log posterior: -3432.642867329494 || Iter Time:0.013947010040283203 || Total time:11.101828575134277 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-3351.3977700963706 || Iter Time:0.012862920761108398 || Total time:11.16878366470337 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 725 || Clusters count: 13 || Log posterior: -3377.8893801317004 || Iter Time:0.008098840713500977 || Total time:11.17688250541687 Iteration: 726 || Clusters count: 13 || Log posterior: -3341.347600911232 || Iter Time:0.013035058975219727 || Total time:11.18991756439209 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 727 || Clusters count: 13 || Log posterior: -3336.795940082885 || Iter Time:0.009256839752197266 || Total time:11.199174404144287 Iteration: 728 || Clusters count: 13 || Log posterior: -3305.1840575245024 || Iter Time:0.013627052307128906 || Total time:11.212801456451416 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 729 || Clusters count: 13 || Log posterior: -3421.1151533934444 || Iter Time:0.008964061737060547 || 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Iteration: 807 || Clusters count: 13 || Log posterior: -3461.241717352822 || Iter Time:0.008732080459594727 || Total time:12.170765161514282 Iteration: 808 || Clusters count: 13 || Log posterior: -3424.873746707232 || Iter Time:0.013097047805786133 || Total time:12.183862209320068 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 809 || Clusters count: 13 || Log posterior: -3433.1053919360384 || Iter Time:0.007931947708129883 || Total time:12.191794157028198 Iteration: 810 || Clusters count: 13 || Log posterior: -3395.5310486101853 || Iter Time:0.014081001281738281 || Total time:12.205875158309937 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 811 || Clusters count: 14 || Log posterior: -3472.735711718704 || Iter Time:0.008874893188476562 || Total time:12.214750051498413 Iteration: 812 || Clusters count: 13 || Log posterior: -3442.917960475409 || Iter Time:0.013208150863647461 || Total 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Iteration: 829 || Clusters count: 13 || Log posterior: -3429.2724739199057 || Iter Time:0.00892782211303711 || Total time:12.438000440597534 Iteration: 830 || Clusters count: 13 || Log posterior: -3401.3171448916864 || Iter Time:0.013336181640625 || Total time:12.45133662223816 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3478.0034362709507 || Iter Time:0.008494853973388672 || Total time:12.459831476211548 Iteration: 832 || Clusters count: 13 || Log posterior: -3441.7694059160244 || Iter Time:0.014310121536254883 || Total time:12.474141597747803 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3412.0216366322497 || Iter Time:0.009028911590576172 || Total time:12.483170509338379 Iteration: 834 || Clusters count: 13 || Log posterior: -3363.4256918061974 || Iter Time:0.014202117919921875 || Total time:12.4973726272583 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-3414.9877019073783 || Iter Time:0.012896060943603516 || Total time:12.563523530960083 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 841 || Clusters count: 13 || Log posterior: -3447.3535449875276 || Iter Time:0.007881879806518555 || Total time:12.571405410766602 Iteration: 842 || Clusters count: 13 || Log posterior: -3403.691788307643 || Iter Time:0.01302480697631836 || Total time:12.58443021774292 Loading and distributing data: 0.000149 seconds (142 allocations: 13.227 KiB) Iteration: 843 || Clusters count: 14 || Log posterior: -3464.2539332774636 || Iter Time:0.00908803939819336 || Total time:12.593518257141113 Iteration: 844 || Clusters count: 13 || Log posterior: -3413.5081454574747 || Iter Time:0.01368093490600586 || Total time:12.60719919204712 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 845 || Clusters count: 13 || Log posterior: -3424.941965376344 || Iter Time:0.008797883987426758 || Total 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Iteration: 868 || Clusters count: 12 || Log posterior: -3406.098851800874 || Iter Time:0.012801170349121094 || Total time:12.881799936294556 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 869 || Clusters count: 12 || Log posterior: -3433.191868311284 || Iter Time:0.008774042129516602 || Total time:12.890573978424072 Iteration: 870 || Clusters count: 12 || Log posterior: -3410.955248618969 || Iter Time:0.011516094207763672 || Total time:12.902090072631836 Loading and distributing data: 0.000159 seconds (142 allocations: 13.227 KiB) Iteration: 871 || Clusters count: 12 || Log posterior: -3514.4250640456135 || Iter Time:0.007328033447265625 || Total time:12.909418106079102 Iteration: 872 || Clusters count: 12 || Log posterior: -3482.96190637247 || Iter Time:0.011890172958374023 || Total time:12.921308279037476 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 873 || Clusters count: 12 || Log posterior: 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|| Total time:13.044175386428833 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 885 || Clusters count: 12 || Log posterior: -3461.1708857453705 || Iter Time:0.008653879165649414 || Total time:13.052829265594482 Iteration: 886 || Clusters count: 12 || Log posterior: -3406.3777202726305 || Iter Time:0.012769937515258789 || Total time:13.065599203109741 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 887 || Clusters count: 12 || Log posterior: -3460.410384246284 || Iter Time:0.009079933166503906 || Total time:13.074679136276245 Iteration: 888 || Clusters count: 12 || Log posterior: -3422.9299328463526 || Iter Time:0.01361083984375 || Total time:13.088289976119995 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 889 || Clusters count: 12 || Log posterior: -3448.7859738341 || Iter Time:0.010193109512329102 || Total time:13.098483085632324 Iteration: 890 || Clusters 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Iteration: 901 || Clusters count: 12 || Log posterior: -3520.129944237602 || Iter Time:0.00875401496887207 || Total time:13.226785898208618 Iteration: 902 || Clusters count: 12 || Log posterior: -3461.3072261142393 || Iter Time:0.036247968673706055 || Total time:13.263033866882324 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -3496.886822690969 || Iter Time:0.008543014526367188 || Total time:13.271576881408691 Iteration: 904 || Clusters count: 12 || Log posterior: -3464.3914800054536 || Iter Time:0.013697147369384766 || Total time:13.285274028778076 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -3477.138166475678 || Iter Time:0.009011030197143555 || Total time:13.29428505897522 Iteration: 906 || Clusters count: 12 || Log posterior: -3442.6814822650745 || Iter Time:0.014258861541748047 || Total 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12 || Log posterior: -3461.4803117806086 || Iter Time:0.012534141540527344 || Total time:13.37532925605774 Loading and distributing data: 0.000151 seconds (142 allocations: 13.227 KiB) Iteration: 913 || Clusters count: 12 || Log posterior: -3470.976443537828 || Iter Time:0.00783085823059082 || Total time:13.38316011428833 Iteration: 914 || Clusters count: 12 || Log posterior: -3431.336181458782 || Iter Time:0.01209712028503418 || Total time:13.395257234573364 Loading and distributing data: 0.000150 seconds (142 allocations: 13.227 KiB) Iteration: 915 || Clusters count: 12 || Log posterior: -3419.727068690897 || Iter Time:0.007848978042602539 || Total time:13.403106212615967 Iteration: 916 || Clusters count: 12 || Log posterior: -3381.0202494300097 || Iter Time:0.012570858001708984 || Total time:13.415677070617676 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 917 || Clusters count: 12 || Log posterior: -3472.6516512249577 || Iter 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Iteration: 923 || Clusters count: 12 || Log posterior: -3463.3814838438325 || Iter Time:0.007620096206665039 || Total time:13.488071918487549 Iteration: 924 || Clusters count: 12 || Log posterior: -3390.4880217451023 || Iter Time:0.01164102554321289 || Total time:13.499712944030762 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 925 || Clusters count: 12 || Log posterior: -3457.111151080542 || Iter Time:0.007651805877685547 || Total time:13.507364749908447 Iteration: 926 || Clusters count: 12 || Log posterior: -3424.353065648221 || Iter Time:0.01189112663269043 || Total time:13.519255876541138 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 927 || Clusters count: 12 || Log posterior: -3476.511753048731 || Iter Time:0.007601022720336914 || Total time:13.526856899261475 Iteration: 928 || Clusters count: 12 || Log posterior: -3461.083881932244 || Iter Time:0.011827945709228516 || Total 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|| Log posterior: -3406.460815284279 || Iter Time:0.013485908508300781 || Total time:13.60574984550476 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 935 || Clusters count: 12 || Log posterior: -3415.997130951133 || Iter Time:0.010545015335083008 || Total time:13.616294860839844 Iteration: 936 || Clusters count: 12 || Log posterior: -3390.700236394841 || Iter Time:0.014113903045654297 || Total time:13.630408763885498 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 937 || Clusters count: 12 || Log posterior: -3382.0869768559573 || Iter Time:0.00911402702331543 || Total time:13.639522790908813 Iteration: 938 || Clusters count: 12 || Log posterior: -3344.89777872668 || Iter Time:0.012694120407104492 || Total time:13.652216911315918 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 939 || Clusters count: 12 || Log posterior: -3392.647572228823 || Iter 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Iteration: 945 || Clusters count: 12 || Log posterior: -3435.944959365763 || Iter Time:0.009096145629882812 || Total time:13.725571155548096 Iteration: 946 || Clusters count: 12 || Log posterior: -3405.965953878076 || Iter Time:0.012690067291259766 || Total time:13.738261222839355 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 947 || Clusters count: 12 || Log posterior: -3453.679609178523 || Iter Time:0.03255200386047363 || Total time:13.770813226699829 Iteration: 948 || Clusters count: 12 || Log posterior: -3415.2143205073944 || Iter Time:0.012167930603027344 || Total time:13.782981157302856 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 949 || Clusters count: 12 || Log posterior: -3435.1217491026996 || Iter Time:0.00828409194946289 || Total time:13.79126524925232 Iteration: 950 || Clusters count: 12 || Log posterior: -3399.0646469585668 || Iter Time:0.01252293586730957 || Total time:13.803788185119629 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-3469.058317634186 || Iter Time:0.01229405403137207 || Total time:13.865105390548706 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 957 || Clusters count: 12 || Log posterior: -3472.9169858629116 || Iter Time:0.008683204650878906 || Total time:13.873788595199585 Iteration: 958 || Clusters count: 12 || Log posterior: -3436.458779365414 || Iter Time:0.012372970581054688 || Total time:13.88616156578064 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 959 || Clusters count: 12 || Log posterior: -3432.358013065769 || Iter Time:0.008528947830200195 || Total time:13.89469051361084 Iteration: 960 || Clusters count: 12 || Log posterior: -3408.9908072457733 || Iter Time:0.012353181838989258 || Total time:13.907043695449829 Loading and distributing data: 0.000147 seconds (142 allocations: 13.227 KiB) Iteration: 961 || Clusters count: 12 || Log posterior: -3461.698804079864 || Iter Time:0.00848388671875 || Total 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|| Log posterior: -3465.7817868698585 || Iter Time:0.008415937423706055 || Total time:13.97859525680542 Iteration: 968 || Clusters count: 12 || Log posterior: -3411.070878727081 || Iter Time:0.01250314712524414 || Total time:13.991098403930664 Loading and distributing data: 0.000146 seconds (142 allocations: 13.227 KiB) Iteration: 969 || Clusters count: 12 || Log posterior: -3419.837467456095 || Iter Time:0.00900888442993164 || Total time:14.000107288360596 Iteration: 970 || Clusters count: 12 || Log posterior: -3386.2180490839905 || Iter Time:0.012466907501220703 || Total time:14.012574195861816 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 971 || Clusters count: 12 || Log posterior: -3463.2544553667017 || Iter Time:0.008414983749389648 || Total time:14.020989179611206 Iteration: 972 || Clusters count: 12 || Log posterior: -3433.1983629720844 || Iter Time:0.012089967727661133 || Total time:14.033079147338867 Loading and distributing data: 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Iteration: 1149 || Clusters count: 13 || Log posterior: -3429.924689884964 || Iter Time:0.010576963424682617 || Total time:16.243550777435303 Iteration: 1150 || Clusters count: 13 || Log posterior: -3391.1450460813703 || Iter Time:0.014300107955932617 || Total time:16.257850885391235 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 1151 || Clusters count: 13 || Log posterior: -3460.754873933683 || Iter Time:0.010338068008422852 || Total time:16.268188953399658 Iteration: 1152 || Clusters count: 13 || Log posterior: -3435.5745045946014 || Iter Time:0.014303922653198242 || Total time:16.282492876052856 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1153 || Clusters count: 13 || Log posterior: -3470.807688597334 || Iter Time:0.00966787338256836 || Total time:16.292160749435425 Iteration: 1154 || Clusters count: 13 || Log posterior: -3435.569080416447 || Iter Time:0.014405965805053711 || Total 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Iteration: 1193 || Clusters count: 13 || Log posterior: -3445.014667001233 || Iter Time:0.009187936782836914 || Total time:16.859397888183594 Iteration: 1194 || Clusters count: 13 || Log posterior: -3411.9428282042577 || Iter Time:0.014617919921875 || Total time:16.87401580810547 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1195 || Clusters count: 13 || Log posterior: -3423.1880951389926 || Iter Time:0.009801149368286133 || Total time:16.883816957473755 Iteration: 1196 || Clusters count: 13 || Log posterior: -3400.3998011353037 || Iter Time:0.014009952545166016 || Total time:16.89782691001892 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1197 || Clusters count: 13 || Log posterior: -3406.2209874091145 || Iter Time:0.010102033615112305 || Total time:16.907928943634033 Iteration: 1198 || Clusters count: 13 || Log posterior: -3380.0563321531477 || Iter Time:0.6170680522918701 || Total 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Iteration: 1215 || Clusters count: 13 || Log posterior: -3416.422132904201 || Iter Time:0.009903192520141602 || Total time:17.7519211769104 Iteration: 1216 || Clusters count: 13 || Log posterior: -3393.602181195896 || Iter Time:0.014415979385375977 || Total time:17.766337156295776 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 1217 || Clusters count: 13 || Log posterior: -3423.5482518468366 || Iter Time:0.010374069213867188 || Total time:17.776711225509644 Iteration: 1218 || Clusters count: 13 || Log posterior: -3389.86434963652 || Iter Time:0.014404058456420898 || Total time:17.791115283966064 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1219 || Clusters count: 13 || Log posterior: -3422.710708319668 || Iter Time:0.010503053665161133 || Total time:17.801618337631226 Iteration: 1220 || Clusters count: 13 || Log posterior: -3374.614576131577 || Iter Time:0.01521921157836914 || Total 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Iteration: 1347 || Clusters count: 13 || Log posterior: -3438.2860563657187 || Iter Time:0.01075887680053711 || Total time:19.562247276306152 Iteration: 1348 || Clusters count: 13 || Log posterior: -3406.6461320008943 || Iter Time:0.014919042587280273 || Total time:19.577166318893433 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1349 || Clusters count: 13 || Log posterior: -3412.4469038045427 || Iter Time:0.010061979293823242 || Total time:19.587228298187256 Iteration: 1350 || Clusters count: 13 || Log posterior: -3377.0594982491 || Iter Time:0.015697956085205078 || Total time:19.60292625427246 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1351 || Clusters count: 13 || Log posterior: -3420.1789080616086 || Iter Time:0.010303020477294922 || Total time:19.613229274749756 Iteration: 1352 || Clusters count: 13 || Log posterior: -3385.36547087181 || Iter Time:0.014791011810302734 || Total 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KiB) Iteration: 1369 || Clusters count: 13 || Log posterior: -3466.041642896039 || Iter Time:0.010925054550170898 || Total time:19.841894149780273 Iteration: 1370 || Clusters count: 12 || Log posterior: -3414.235002071149 || Iter Time:0.01623082160949707 || Total time:19.85812497138977 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1371 || Clusters count: 12 || Log posterior: -3445.1982239875974 || Iter Time:0.011389017105102539 || Total time:19.869513988494873 Iteration: 1372 || Clusters count: 12 || Log posterior: -3409.480628860482 || Iter Time:0.01599287986755371 || Total time:19.885506868362427 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1373 || Clusters count: 12 || Log posterior: -3475.2241124575985 || Iter Time:0.011322021484375 || Total time:19.8968288898468 Iteration: 1374 || Clusters count: 12 || Log posterior: -3436.9435348634975 || Iter Time:0.015605926513671875 || Total 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Iteration: 1424 || Clusters count: 12 || Log posterior: -3387.0561235381765 || Iter Time:0.014033079147338867 || Total time:20.549534559249878 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1425 || Clusters count: 12 || Log posterior: -3519.1972148752798 || Iter Time:0.011095046997070312 || Total time:20.56062960624695 Iteration: 1426 || Clusters count: 12 || Log posterior: -3490.085543429503 || Iter Time:0.014087915420532227 || Total time:20.57471752166748 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 1427 || Clusters count: 12 || Log posterior: -3488.530830851136 || Iter Time:0.01016998291015625 || Total time:20.584887504577637 Iteration: 1428 || Clusters count: 12 || Log posterior: -3462.9338435683926 || Iter Time:0.01435995101928711 || Total time:20.599247455596924 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1429 || Clusters count: 12 || Log posterior: -3464.61263084009 || Iter Time:0.010126829147338867 || Total time:20.609374284744263 Iteration: 1430 || Clusters count: 12 || Log posterior: -3443.408486704554 || Iter Time:0.014165163040161133 || Total time:20.623539447784424 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1431 || Clusters count: 12 || Log posterior: -3426.647378279967 || Iter Time:0.010432958602905273 || Total time:20.63397240638733 Iteration: 1432 || Clusters count: 12 || Log posterior: -3402.232952233055 || Iter Time:0.014339923858642578 || Total time:20.64831233024597 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1433 || Clusters count: 12 || Log posterior: -3446.7012505988805 || Iter Time:0.010657072067260742 || Total time:20.658969402313232 Iteration: 1434 || Clusters count: 12 || Log posterior: -3413.2015977970004 || Iter Time:0.015311002731323242 || Total time:20.674280405044556 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1435 || Clusters count: 12 || Log posterior: -3484.267110423994 || Iter Time:0.010509967803955078 || Total time:20.68479037284851 Iteration: 1436 || Clusters count: 12 || Log posterior: -3448.1323155524456 || Iter Time:0.014653921127319336 || Total time:20.69944429397583 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1437 || Clusters count: 12 || Log posterior: -3473.3020868100352 || Iter Time:0.010284900665283203 || Total time:20.709729194641113 Iteration: 1438 || Clusters count: 12 || Log posterior: -3432.0935732156677 || Iter Time:0.015113115310668945 || Total time:20.724842309951782 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1439 || Clusters count: 12 || Log posterior: -3431.660286564085 || Iter Time:0.011158943176269531 || Total time:20.73600125312805 Iteration: 1440 || Clusters count: 12 || Log posterior: -3366.478136472847 || Iter 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|| Log posterior: -3474.138409448106 || Iter Time:0.009672164916992188 || Total time:20.920073986053467 Iteration: 1452 || Clusters count: 12 || Log posterior: -3452.1724203208787 || Iter Time:0.012996912002563477 || Total time:20.93307089805603 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1453 || Clusters count: 12 || Log posterior: -3476.7379064264956 || Iter Time:0.009165048599243164 || Total time:20.942235946655273 Iteration: 1454 || Clusters count: 12 || Log posterior: -3436.0736498991396 || Iter Time:0.013247013092041016 || Total time:20.955482959747314 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1455 || Clusters count: 12 || Log posterior: -3495.0357093664884 || Iter Time:0.008820056915283203 || Total time:20.964303016662598 Iteration: 1456 || Clusters count: 12 || Log posterior: -3448.7585310159434 || Iter Time:0.013437986373901367 || Total time:20.9777410030365 Loading and distributing 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-3518.8814070976096 || Iter Time:0.013395071029663086 || Total time:21.302987337112427 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3533.978405173165 || Iter Time:0.010540962219238281 || Total time:21.313528299331665 Iteration: 1486 || Clusters count: 12 || Log posterior: -3491.3671047595117 || Iter Time:0.013776063919067383 || Total time:21.327304363250732 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3505.429420078798 || Iter Time:0.009016036987304688 || Total time:21.336320400238037 Iteration: 1488 || Clusters count: 12 || Log posterior: -3468.8649423915886 || Iter Time:0.012755155563354492 || Total time:21.34907555580139 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3497.718552267736 || Iter Time:0.00917506217956543 || 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Clusters count: 12 || Log posterior: -3488.0770478083537 || Iter Time:0.010116815567016602 || Total time:21.426295518875122 Iteration: 1496 || Clusters count: 12 || Log posterior: -3439.341365414089 || Iter Time:0.014256000518798828 || Total time:21.44055151939392 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1497 || Clusters count: 12 || Log posterior: -3438.656592518224 || Iter Time:0.009420156478881836 || Total time:21.449971675872803 Iteration: 1498 || Clusters count: 12 || Log posterior: -3422.635128029544 || Iter Time:0.013634920120239258 || Total time:21.463606595993042 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1499 || Clusters count: 12 || Log posterior: -3441.3369235506593 || Iter Time:0.009333133697509766 || Total time:21.47293972969055 Iteration: 1500 || Clusters count: 12 || Log posterior: -3399.1759507229312 || Iter Time:0.013660192489624023 || Total time:21.486599922180176 Loading 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-3498.1332281649898 || Iter Time:0.013028144836425781 || Total time:21.555981874465942 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1507 || Clusters count: 12 || Log posterior: -3552.9530485534456 || Iter Time:0.008770942687988281 || Total time:21.56475281715393 Iteration: 1508 || Clusters count: 12 || Log posterior: -3509.8376678856184 || Iter Time:0.013122081756591797 || Total time:21.577874898910522 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1509 || Clusters count: 12 || Log posterior: -3505.917517417785 || Iter Time:0.008992195129394531 || Total time:21.586867094039917 Iteration: 1510 || Clusters count: 12 || Log posterior: -3474.625476531563 || Iter Time:0.013714075088500977 || Total time:21.600581169128418 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1511 || Clusters count: 12 || Log posterior: -3503.3003661503344 || Iter Time:0.00873708724975586 || Total time:21.609318256378174 Iteration: 1512 || Clusters count: 12 || Log posterior: -3466.511524487911 || Iter Time:0.013710975646972656 || Total time:21.623029232025146 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1513 || Clusters count: 12 || Log posterior: -3482.1301878688246 || Iter Time:0.04190993309020996 || Total time:21.664939165115356 Iteration: 1514 || Clusters count: 12 || Log posterior: -3438.2066034988093 || Iter Time:0.014317989349365234 || Total time:21.67925715446472 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 1515 || Clusters count: 12 || Log posterior: -3503.3737763008994 || Iter Time:0.00986790657043457 || Total time:21.689125061035156 Iteration: 1516 || Clusters count: 12 || Log posterior: -3470.1903802926604 || Iter Time:0.013483047485351562 || Total time:21.702608108520508 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1517 || Clusters count: 12 || Log posterior: -3479.769993051448 || Iter Time:0.009443998336791992 || Total time:21.7120521068573 Iteration: 1518 || Clusters count: 12 || Log posterior: -3445.253556231293 || Iter Time:0.013230085372924805 || Total time:21.725282192230225 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1519 || Clusters count: 12 || Log posterior: -3411.7459195213387 || Iter Time:0.00931692123413086 || Total time:21.734599113464355 Iteration: 1520 || Clusters count: 12 || Log posterior: -3374.204080891733 || Iter Time:0.013803958892822266 || Total time:21.748403072357178 Loading and distributing data: 0.000159 seconds (142 allocations: 13.227 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3495.7563101616456 || Iter Time:0.009310007095336914 || Total time:21.757713079452515 Iteration: 1522 || Clusters count: 12 || Log posterior: -3454.818354779758 || Iter Time:0.015047073364257812 || Total time:21.772760152816772 Loading and 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-3405.6746017743453 || Iter Time:0.013931035995483398 || Total time:21.847245454788208 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -3461.090102704071 || Iter Time:0.009290933609008789 || Total time:21.856536388397217 Iteration: 1530 || Clusters count: 12 || Log posterior: -3418.0793584261387 || Iter Time:0.014086008071899414 || Total time:21.870622396469116 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -3483.7610637402813 || Iter Time:0.00951385498046875 || Total time:21.880136251449585 Iteration: 1532 || Clusters count: 12 || Log posterior: -3464.558780420195 || Iter Time:0.013798952102661133 || Total time:21.893935203552246 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -3508.1494335548355 || Iter Time:0.009909868240356445 || Total time:21.903845071792603 Iteration: 1534 || Clusters count: 12 || Log posterior: -3480.2183626871324 || Iter Time:0.014497995376586914 || Total time:21.91834306716919 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -3586.9494672052447 || Iter Time:0.00960993766784668 || Total time:21.927953004837036 Iteration: 1536 || Clusters count: 12 || Log posterior: -3506.6403227456995 || Iter Time:0.014085054397583008 || Total time:21.94203805923462 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 1537 || Clusters count: 12 || Log posterior: -3544.3846051777414 || Iter Time:0.008736133575439453 || Total time:21.95077419281006 Iteration: 1538 || Clusters count: 12 || Log posterior: -3501.380883045987 || Iter Time:0.014238834381103516 || Total time:21.965013027191162 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1539 || Clusters count: 12 || Log posterior: -3508.795101258532 || Iter Time:0.010736942291259766 || Total time:21.975749969482422 Iteration: 1540 || Clusters count: 12 || Log posterior: -3461.013080741583 || Iter Time:0.01409006118774414 || Total time:21.989840030670166 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1541 || Clusters count: 12 || Log posterior: -3469.87805992633 || Iter Time:0.009491920471191406 || Total time:21.999331951141357 Iteration: 1542 || Clusters count: 12 || Log posterior: -3442.2033716536707 || Iter Time:0.014072895050048828 || Total time:22.013404846191406 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3491.008480359051 || Iter Time:0.008936882019042969 || Total time:22.02234172821045 Iteration: 1544 || Clusters count: 12 || Log posterior: -3458.906575972884 || Iter Time:0.013193130493164062 || Total time:22.035534858703613 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1545 || Clusters count: 12 || Log posterior: -3522.4507190113295 || Iter Time:0.011744976043701172 || Total time:22.047279834747314 Iteration: 1546 || Clusters count: 12 || Log posterior: -3476.5220839465833 || Iter Time:0.02011585235595703 || Total time:22.06739568710327 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1547 || Clusters count: 12 || Log posterior: -3473.1605985924716 || Iter Time:0.009912967681884766 || Total time:22.077308654785156 Iteration: 1548 || Clusters count: 12 || Log posterior: -3440.248846035819 || Iter Time:0.013004064559936523 || Total time:22.090312719345093 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 1549 || Clusters count: 12 || Log posterior: -3437.540504561644 || Iter Time:0.009479999542236328 || Total time:22.09979271888733 Iteration: 1550 || Clusters count: 12 || Log posterior: -3420.502372672187 || Iter Time:0.013770818710327148 || Total time:22.113563537597656 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -3476.1015104969297 || Iter Time:0.009547948837280273 || Total time:22.123111486434937 Iteration: 1552 || Clusters count: 12 || Log posterior: -3447.517515261582 || Iter Time:0.014386892318725586 || Total time:22.137498378753662 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1553 || Clusters count: 13 || Log posterior: -3464.7978514831525 || Iter Time:0.00990605354309082 || Total time:22.147404432296753 Iteration: 1554 || Clusters count: 13 || Log posterior: -3437.1360162855626 || Iter Time:0.013381004333496094 || Total time:22.16078543663025 Loading and distributing data: 0.000149 seconds (142 allocations: 13.227 KiB) Iteration: 1555 || Clusters count: 13 || Log posterior: -3412.2341760234885 || Iter Time:0.00937795639038086 || 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distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1567 || Clusters count: 13 || Log posterior: -3424.7082003625255 || Iter Time:0.008457183837890625 || Total time:22.3085355758667 Iteration: 1568 || Clusters count: 13 || Log posterior: -3379.448158975868 || Iter Time:0.013813018798828125 || Total time:22.322348594665527 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1569 || Clusters count: 13 || Log posterior: -3457.8429420561624 || Iter Time:0.009171009063720703 || Total time:22.331519603729248 Iteration: 1570 || Clusters count: 13 || Log posterior: -3406.566392967366 || Iter Time:0.013065099716186523 || Total time:22.344584703445435 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 1571 || Clusters count: 13 || Log posterior: -3433.9232914679824 || Iter Time:0.0404050350189209 || Total time:22.384989738464355 Iteration: 1572 || Clusters count: 13 || Log posterior: -3419.086254665024 || Iter Time:0.014198064804077148 || Total time:22.399187803268433 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1573 || Clusters count: 13 || Log posterior: -3418.761813633312 || Iter Time:0.009663820266723633 || Total time:22.408851623535156 Iteration: 1574 || Clusters count: 13 || Log posterior: -3392.2812777714907 || Iter Time:0.01342916488647461 || Total time:22.42228078842163 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1575 || Clusters count: 13 || Log posterior: -3458.672027717032 || Iter Time:0.010207891464233398 || Total time:22.432488679885864 Iteration: 1576 || Clusters count: 13 || Log posterior: -3415.6392959404648 || Iter Time:0.014221906661987305 || Total time:22.44671058654785 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1577 || Clusters count: 13 || Log posterior: -3457.842521652098 || Iter Time:0.010380983352661133 || 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-3401.3501592984962 || Iter Time:0.015177011489868164 || Total time:23.787872076034546 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1683 || Clusters count: 13 || Log posterior: -3427.4488794574117 || Iter Time:0.010952949523925781 || Total time:23.79882502555847 Iteration: 1684 || Clusters count: 13 || Log posterior: -3403.860257763906 || Iter Time:0.014111995697021484 || Total time:23.812937021255493 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1685 || Clusters count: 13 || Log posterior: -3394.4644036131285 || Iter Time:0.009716033935546875 || Total time:23.82265305519104 Iteration: 1686 || Clusters count: 13 || Log posterior: -3366.1527709932247 || Iter Time:0.014667987823486328 || Total time:23.837321043014526 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3412.538875647531 || Iter Time:0.010951995849609375 || Total time:23.848273038864136 Iteration: 1688 || Clusters count: 13 || Log posterior: -3374.1877964174723 || Iter Time:0.015057086944580078 || Total time:23.863330125808716 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1689 || Clusters count: 13 || Log posterior: -3441.5535618820354 || Iter Time:0.009858131408691406 || Total time:23.873188257217407 Iteration: 1690 || Clusters count: 13 || Log posterior: -3412.4496646395014 || Iter Time:0.014978885650634766 || Total time:23.888167142868042 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1691 || Clusters count: 13 || Log posterior: -3470.699324025759 || Iter Time:0.009812116622924805 || Total time:23.897979259490967 Iteration: 1692 || Clusters count: 13 || Log posterior: -3428.863146553047 || Iter Time:0.014198064804077148 || Total time:23.912177324295044 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1693 || 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-3444.4077427849243 || Iter Time:0.014061927795410156 || Total time:24.349510192871094 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 1727 || Clusters count: 13 || Log posterior: -3471.945998016725 || Iter Time:0.009504079818725586 || Total time:24.35901427268982 Iteration: 1728 || Clusters count: 13 || Log posterior: -3401.546360488269 || Iter Time:0.01477193832397461 || Total time:24.373786211013794 Loading and distributing data: 0.000159 seconds (142 allocations: 13.227 KiB) Iteration: 1729 || Clusters count: 13 || Log posterior: -3377.74363467243 || Iter Time:0.010196924209594727 || Total time:24.38398313522339 Iteration: 1730 || Clusters count: 13 || Log posterior: -3352.871544062723 || Iter Time:0.015463829040527344 || Total time:24.399446964263916 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -3388.301745959029 || Iter Time:0.011060953140258789 || 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-3404.2742319706867 || Iter Time:0.015300989151000977 || Total time:24.62971067428589 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1749 || Clusters count: 13 || Log posterior: -3451.3151745780333 || Iter Time:0.011343955993652344 || Total time:24.64105463027954 Iteration: 1750 || Clusters count: 13 || Log posterior: -3415.3895075364408 || Iter Time:0.016064167022705078 || Total time:24.657118797302246 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1751 || Clusters count: 13 || Log posterior: -3447.3828619601586 || Iter Time:0.01158905029296875 || Total time:24.668707847595215 Iteration: 1752 || Clusters count: 13 || Log posterior: -3416.778498482837 || Iter Time:0.016337156295776367 || Total time:24.68504500389099 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -3438.7080644481493 || Iter Time:0.009828805923461914 || 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-3424.4495912564457 || Iter Time:0.015784025192260742 || Total time:24.947312593460083 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1771 || Clusters count: 13 || Log posterior: -3460.072335177841 || Iter Time:0.010792970657348633 || Total time:24.95810556411743 Iteration: 1772 || Clusters count: 13 || Log posterior: -3415.238739870508 || Iter Time:0.015527963638305664 || Total time:24.973633527755737 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 1773 || Clusters count: 13 || Log posterior: -3412.875072787502 || Iter Time:0.011303901672363281 || Total time:24.9849374294281 Iteration: 1774 || Clusters count: 13 || Log posterior: -3386.6938584144177 || Iter Time:0.014801025390625 || Total time:24.999738454818726 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1775 || Clusters count: 13 || Log posterior: -3408.3966121101516 || Iter Time:0.009996175765991211 || 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-3405.3179477157755 || Iter Time:0.0161740779876709 || Total time:25.23040223121643 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1793 || Clusters count: 13 || Log posterior: -3460.0468096858494 || Iter Time:0.010364055633544922 || Total time:25.240766286849976 Iteration: 1794 || Clusters count: 13 || Log posterior: -3405.5798973123524 || Iter Time:0.014901161193847656 || Total time:25.255667448043823 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -3461.377311825211 || Iter Time:0.012440919876098633 || Total time:25.268108367919922 Iteration: 1796 || Clusters count: 13 || Log posterior: -3411.7719894654715 || Iter Time:0.01621699333190918 || Total time:25.28432536125183 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3440.3588556206423 || Iter Time:0.010599851608276367 || 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-3388.6280320892997 || Iter Time:0.014061927795410156 || Total time:25.526890993118286 Loading and distributing data: 0.000148 seconds (142 allocations: 13.227 KiB) Iteration: 1815 || Clusters count: 13 || Log posterior: -3449.2324302581465 || Iter Time:0.009117841720581055 || Total time:25.536008834838867 Iteration: 1816 || Clusters count: 13 || Log posterior: -3409.5871680644614 || Iter Time:0.014365911483764648 || Total time:25.550374746322632 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3457.1552050279533 || Iter Time:0.009096145629882812 || Total time:25.559470891952515 Iteration: 1818 || Clusters count: 13 || Log posterior: -3413.3454608669394 || Iter Time:0.013645172119140625 || Total time:25.573116064071655 Loading and distributing data: 0.000150 seconds (142 allocations: 13.227 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3488.968661748927 || Iter Time:0.010092973709106445 || Total time:25.58320903778076 Iteration: 1820 || Clusters count: 13 || Log posterior: -3442.0232678508123 || Iter Time:0.013576030731201172 || Total time:25.596785068511963 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3472.1811650143704 || Iter Time:0.008719921112060547 || Total time:25.605504989624023 Iteration: 1822 || Clusters count: 13 || Log posterior: -3418.3023700533568 || Iter Time:0.01343393325805664 || Total time:25.61893892288208 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1823 || Clusters count: 13 || Log posterior: -3384.9156027411964 || Iter Time:0.009065866470336914 || Total time:25.628004789352417 Iteration: 1824 || Clusters count: 13 || Log posterior: -3368.7258775491086 || Iter Time:0.014796018600463867 || Total time:25.64280080795288 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3400.008344301928 || Iter Time:0.010251998901367188 || Total time:25.653052806854248 Iteration: 1826 || Clusters count: 13 || Log posterior: -3380.8521237737705 || Iter Time:0.014015913009643555 || Total time:25.66706871986389 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3444.3372430369086 || Iter Time:0.009719133377075195 || Total time:25.676787853240967 Iteration: 1828 || Clusters count: 13 || Log posterior: -3412.0874517436596 || Iter Time:0.01328587532043457 || Total time:25.6900737285614 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3438.9548274385443 || Iter Time:0.009172916412353516 || Total time:25.699246644973755 Iteration: 1830 || Clusters count: 13 || Log posterior: -3391.7426322779147 || Iter Time:0.013153076171875 || Total 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13 || Log posterior: -3296.590572095988 || Iter Time:0.01417994499206543 || Total time:25.782398223876953 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3374.679995839019 || Iter Time:0.010527849197387695 || Total time:25.79292607307434 Iteration: 1838 || Clusters count: 13 || Log posterior: -3326.6930566815454 || Iter Time:0.013363838195800781 || Total time:25.80628991127014 Loading and distributing data: 0.000150 seconds (142 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3402.0818253432803 || Iter Time:0.009154081344604492 || Total time:25.815443992614746 Iteration: 1840 || Clusters count: 13 || Log posterior: -3365.16932824846 || Iter Time:0.01357412338256836 || Total time:25.829018115997314 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3411.582525372634 || Iter Time:0.008687019348144531 || Total time:25.83770513534546 Iteration: 1842 || Clusters count: 13 || Log posterior: -3385.287165434871 || Iter Time:0.01379084587097168 || Total time:25.85149598121643 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3459.323639856021 || Iter Time:0.009317874908447266 || Total time:25.860813856124878 Iteration: 1844 || Clusters count: 13 || Log posterior: -3432.9202585213075 || Iter Time:0.014045000076293945 || Total time:25.874858856201172 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3440.8166867429723 || Iter Time:0.00960993766784668 || Total time:25.88446879386902 Iteration: 1846 || Clusters count: 13 || Log posterior: -3423.5531867048753 || Iter Time:0.014084815979003906 || Total time:25.898553609848022 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3434.6707923733525 || Iter Time:0.008639812469482422 || Total time:25.907193422317505 Iteration: 1848 || Clusters count: 13 || Log posterior: -3403.7841633077383 || Iter Time:0.01420903205871582 || Total time:25.92140245437622 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3441.241247294473 || Iter Time:0.008152961730957031 || Total time:25.929555416107178 Iteration: 1850 || Clusters count: 13 || Log posterior: -3414.0213330452975 || Iter Time:0.014039993286132812 || Total time:25.94359540939331 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3464.5921791493824 || Iter Time:0.009221792221069336 || Total time:25.95281720161438 Iteration: 1852 || Clusters count: 13 || Log posterior: -3412.749838668877 || Iter Time:0.015210151672363281 || Total time:25.968027353286743 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3476.5664901103887 || Iter Time:0.010860919952392578 || Total time:25.978888273239136 Iteration: 1854 || Clusters count: 13 || Log posterior: -3423.3566774954206 || Iter Time:0.014636039733886719 || Total time:25.993524312973022 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3476.654621167946 || Iter Time:0.010131120681762695 || Total time:26.003655433654785 Iteration: 1856 || Clusters count: 13 || Log posterior: -3434.27915629206 || Iter Time:0.014874935150146484 || Total time:26.01853036880493 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3432.537604702001 || Iter Time:0.010204076766967773 || Total time:26.0287344455719 Iteration: 1858 || Clusters count: 13 || Log posterior: -3403.375776987231 || Iter Time:0.014400005340576172 || Total time:26.043134450912476 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3392.363489672316 || Iter Time:0.009881019592285156 || Total time:26.05301547050476 Iteration: 1860 || Clusters count: 13 || Log posterior: -3373.4718824353627 || Iter Time:0.04245114326477051 || Total time:26.09546661376953 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3449.336478516134 || Iter Time:0.008656024932861328 || Total time:26.104122638702393 Iteration: 1862 || Clusters count: 13 || Log posterior: -3415.0904677640992 || Iter Time:0.013705968856811523 || Total time:26.117828607559204 Loading and distributing data: 0.000159 seconds (142 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3450.1661855130783 || Iter Time:0.008452892303466797 || Total time:26.12628149986267 Iteration: 1864 || Clusters count: 13 || Log posterior: -3412.6064081117474 || Iter Time:0.013386964797973633 || Total time:26.139668464660645 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3440.617336554421 || Iter Time:0.008806943893432617 || Total time:26.148475408554077 Iteration: 1866 || Clusters count: 13 || Log posterior: -3398.3415652875315 || Iter Time:0.013548135757446289 || Total time:26.162023544311523 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3429.597820808181 || Iter Time:0.009680986404418945 || Total time:26.171704530715942 Iteration: 1868 || Clusters count: 13 || Log posterior: -3409.7697980334574 || Iter Time:0.014499187469482422 || Total time:26.186203718185425 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3445.456673048427 || Iter Time:0.0100250244140625 || Total time:26.196228742599487 Iteration: 1870 || Clusters count: 13 || Log posterior: -3410.8999182129614 || Iter Time:0.015449047088623047 || Total time:26.21167778968811 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3406.181859224192 || Iter Time:0.010375022888183594 || Total time:26.222052812576294 Iteration: 1872 || Clusters count: 13 || Log posterior: -3369.646427793899 || Iter Time:0.01761794090270996 || Total time:26.239670753479004 Loading and distributing data: 0.000159 seconds (142 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3409.4021965341767 || Iter Time:0.010534048080444336 || Total time:26.25020480155945 Iteration: 1874 || Clusters count: 13 || Log posterior: -3382.2585336923903 || Iter Time:0.013963937759399414 || Total time:26.264168739318848 Loading and distributing data: 0.000156 seconds (142 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3469.5601534968755 || Iter Time:0.0091400146484375 || Total time:26.273308753967285 Iteration: 1876 || Clusters count: 13 || Log posterior: -3401.4397231177186 || Iter Time:0.015527963638305664 || Total time:26.28883671760559 Loading and distributing data: 0.000151 seconds (142 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3471.089431527061 || Iter Time:0.00848698616027832 || Total time:26.29732370376587 Iteration: 1878 || Clusters count: 13 || Log posterior: -3450.0622028974517 || Iter Time:0.013076066970825195 || Total time:26.310399770736694 Loading and distributing data: 0.000150 seconds (142 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3417.5125366057428 || Iter Time:0.00896000862121582 || Total time:26.31935977935791 Iteration: 1880 || Clusters count: 13 || Log posterior: -3387.3325823905657 || Iter Time:0.01367807388305664 || Total time:26.333037853240967 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3393.3162268769693 || Iter Time:0.008660078048706055 || Total time:26.341697931289673 Iteration: 1882 || Clusters count: 13 || Log posterior: -3354.8610255050376 || Iter Time:0.013696908950805664 || Total time:26.35539484024048 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3380.86800831422 || Iter Time:0.009444952011108398 || Total time:26.364839792251587 Iteration: 1884 || Clusters count: 13 || Log posterior: -3354.7226655267887 || Iter Time:0.013463973999023438 || Total time:26.37830376625061 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3452.175647967895 || Iter Time:0.009603023529052734 || Total time:26.387906789779663 Iteration: 1886 || Clusters count: 13 || Log posterior: -3420.257565396525 || Iter Time:0.014484882354736328 || Total time:26.4023916721344 Loading and distributing data: 0.000143 seconds (142 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3459.4523367027577 || Iter Time:0.009176015853881836 || Total time:26.41156768798828 Iteration: 1888 || Clusters count: 13 || Log posterior: -3410.946259201815 || Iter Time:0.012963056564331055 || Total time:26.424530744552612 Loading and distributing data: 0.000149 seconds (142 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3442.620496478546 || Iter Time:0.009132862091064453 || Total time:26.433663606643677 Iteration: 1890 || Clusters count: 13 || Log posterior: -3421.23864977047 || Iter Time:0.014991044998168945 || Total time:26.448654651641846 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3454.298460318959 || Iter Time:0.010523080825805664 || Total time:26.45917773246765 Iteration: 1892 || Clusters count: 13 || Log posterior: -3434.323222991355 || Iter Time:0.014312982559204102 || Total time:26.473490715026855 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3449.731840656157 || Iter Time:0.010416984558105469 || Total time:26.48390769958496 Iteration: 1894 || Clusters count: 13 || Log posterior: -3420.386330290471 || Iter Time:0.02028799057006836 || Total time:26.50419569015503 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3427.0025636381497 || Iter Time:0.01073598861694336 || Total time:26.514931678771973 Iteration: 1896 || Clusters count: 13 || Log posterior: -3393.5524965828936 || Iter Time:0.015007972717285156 || Total time:26.529939651489258 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3471.5909395800027 || Iter Time:0.010185956954956055 || Total time:26.540125608444214 Iteration: 1898 || Clusters count: 13 || Log posterior: -3429.3521761435886 || Iter Time:0.015143156051635742 || Total time:26.55526876449585 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3439.6606922685896 || Iter Time:0.01031184196472168 || Total time:26.56558060646057 Iteration: 1900 || Clusters count: 13 || Log posterior: -3403.3513682787075 || Iter Time:0.015439987182617188 || Total time:26.58102059364319 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3411.75605114601 || Iter Time:0.010195016860961914 || Total time:26.59121561050415 Iteration: 1902 || Clusters count: 13 || Log posterior: -3384.7829713429496 || Iter Time:0.015348196029663086 || Total time:26.606563806533813 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3371.2248978365296 || Iter Time:0.010479927062988281 || Total time:26.6170437335968 Iteration: 1904 || Clusters count: 13 || Log posterior: -3342.4902820834027 || Iter Time:0.014415979385375977 || Total time:26.631459712982178 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3398.024640822668 || Iter Time:0.01056814193725586 || Total time:26.642027854919434 Iteration: 1906 || Clusters count: 13 || Log posterior: -3359.258910579464 || Iter Time:0.01452493667602539 || Total time:26.65655279159546 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3443.67149959269 || Iter Time:0.009650945663452148 || Total time:26.66620373725891 Iteration: 1908 || Clusters count: 13 || Log posterior: -3401.811732566184 || Iter Time:0.015118122100830078 || Total time:26.68132185935974 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3464.3209620130706 || Iter Time:0.010965824127197266 || Total time:26.69228768348694 Iteration: 1910 || Clusters count: 13 || Log posterior: -3401.321509433109 || Iter Time:0.015138864517211914 || Total time:26.70742654800415 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3393.833688107874 || Iter Time:0.010395050048828125 || Total time:26.71782159805298 Iteration: 1912 || Clusters count: 13 || Log posterior: -3364.6877409551385 || Iter Time:0.01561594009399414 || Total time:26.733437538146973 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3420.263990774806 || Iter Time:0.010653018951416016 || Total time:26.74409055709839 Iteration: 1914 || Clusters count: 13 || Log posterior: -3377.7474001879505 || Iter Time:0.014723062515258789 || Total time:26.758813619613647 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3413.2679513090497 || Iter Time:0.011696100234985352 || Total time:26.770509719848633 Iteration: 1916 || Clusters count: 13 || Log posterior: -3359.1415129141496 || Iter Time:0.016122102737426758 || Total time:26.78663182258606 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3461.2200780963067 || Iter Time:0.011474847793579102 || Total time:26.79810667037964 Iteration: 1918 || Clusters count: 13 || Log posterior: -3444.820840447433 || Iter Time:0.016571998596191406 || Total time:26.81467866897583 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3484.8169409403044 || Iter Time:0.010866880416870117 || Total time:26.8255455493927 Iteration: 1920 || Clusters count: 13 || Log posterior: -3451.7182522165886 || Iter Time:0.017204999923706055 || Total time:26.842750549316406 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3526.572500663411 || Iter Time:0.011254072189331055 || Total time:26.854004621505737 Iteration: 1922 || Clusters count: 14 || Log posterior: -3464.531813958112 || Iter Time:0.01600480079650879 || Total time:26.870009422302246 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3470.921784759903 || Iter Time:0.010954141616821289 || Total time:26.880963563919067 Iteration: 1924 || Clusters count: 13 || Log posterior: -3448.35973680265 || Iter Time:0.014744043350219727 || Total time:26.895707607269287 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3455.605407421259 || Iter Time:0.010697126388549805 || Total time:26.906404733657837 Iteration: 1926 || Clusters count: 13 || Log posterior: -3414.4082554720794 || Iter Time:0.015537023544311523 || Total time:26.92194175720215 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3452.370625249622 || Iter Time:0.01024007797241211 || Total time:26.93218183517456 Iteration: 1928 || Clusters count: 13 || Log posterior: -3428.2198000433523 || Iter Time:0.014299869537353516 || Total time:26.946481704711914 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3464.8492584185574 || Iter Time:0.010316848754882812 || Total time:26.956798553466797 Iteration: 1930 || Clusters count: 13 || Log posterior: -3434.6969083331946 || Iter Time:0.015336036682128906 || Total time:26.972134590148926 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3485.530982716271 || Iter Time:0.012723922729492188 || Total time:26.984858512878418 Iteration: 1932 || Clusters count: 13 || Log posterior: -3443.364372799871 || Iter Time:0.016761064529418945 || Total time:27.001619577407837 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3450.287359907413 || Iter Time:0.010570049285888672 || Total time:27.012189626693726 Iteration: 1934 || Clusters count: 13 || Log posterior: -3422.147987166595 || Iter Time:0.015056848526000977 || Total time:27.027246475219727 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3472.899584457355 || Iter Time:0.010535001754760742 || Total time:27.037781476974487 Iteration: 1936 || Clusters count: 13 || Log posterior: -3432.2655364826214 || Iter Time:0.014609098434448242 || Total time:27.052390575408936 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3442.96090679268 || Iter Time:0.009356021881103516 || Total time:27.06174659729004 Iteration: 1938 || Clusters count: 13 || Log posterior: -3398.31995797307 || Iter Time:0.013836145401000977 || Total time:27.07558274269104 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3446.6428466901943 || Iter Time:0.009828805923461914 || Total time:27.085411548614502 Iteration: 1940 || Clusters count: 13 || Log posterior: -3398.032227567723 || Iter Time:0.014269113540649414 || Total time:27.09968066215515 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3456.2438741752467 || Iter Time:0.011590003967285156 || Total time:27.111270666122437 Iteration: 1942 || Clusters count: 13 || Log posterior: -3421.4441641606195 || Iter Time:0.015321016311645508 || Total time:27.126591682434082 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3453.1104463034967 || Iter Time:0.011516809463500977 || Total time:27.138108491897583 Iteration: 1944 || Clusters count: 13 || Log posterior: -3421.8232543027866 || Iter Time:0.01579594612121582 || Total time:27.1539044380188 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3433.320317235641 || Iter Time:0.01048588752746582 || Total time:27.164390325546265 Iteration: 1946 || Clusters count: 13 || Log posterior: -3394.1345462925387 || Iter Time:0.014303922653198242 || Total time:27.178694248199463 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3488.368547426633 || Iter Time:0.009553909301757812 || Total time:27.18824815750122 Iteration: 1948 || Clusters count: 13 || Log posterior: -3451.234215910716 || Iter Time:0.01530003547668457 || Total time:27.203548192977905 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3523.3985482019057 || Iter Time:0.009721994400024414 || Total time:27.21327018737793 Iteration: 1950 || Clusters count: 13 || Log posterior: -3473.2209731302473 || Iter Time:0.014216899871826172 || Total time:27.227487087249756 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3425.7840568216293 || Iter Time:0.009961843490600586 || Total time:27.237448930740356 Iteration: 1952 || Clusters count: 13 || Log posterior: -3407.0835943940347 || Iter Time:0.015175104141235352 || Total time:27.252624034881592 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3419.124765198634 || Iter Time:0.010100126266479492 || Total time:27.26272416114807 Iteration: 1954 || Clusters count: 13 || Log posterior: -3399.858757483118 || Iter Time:0.05594992637634277 || Total time:27.318674087524414 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3452.5429588449565 || Iter Time:0.009690046310424805 || Total time:27.32836413383484 Iteration: 1956 || Clusters count: 13 || Log posterior: -3419.616284898273 || Iter Time:0.015790939331054688 || Total time:27.344155073165894 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3427.889763603737 || Iter Time:0.009556055068969727 || Total time:27.353711128234863 Iteration: 1958 || Clusters count: 13 || Log posterior: -3392.1502471124963 || Iter Time:0.014893054962158203 || Total time:27.36860418319702 Loading and distributing data: 0.000154 seconds (142 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3425.3468832438152 || Iter Time:0.011869192123413086 || Total time:27.380473375320435 Iteration: 1960 || Clusters count: 13 || Log posterior: -3388.2744718250456 || Iter Time:0.015426874160766602 || Total time:27.3959002494812 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3427.822533029059 || Iter Time:0.01110696792602539 || Total time:27.407007217407227 Iteration: 1962 || Clusters count: 13 || Log posterior: -3381.9675904245714 || Iter Time:0.01523590087890625 || Total time:27.422243118286133 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3444.3084870508137 || Iter Time:0.010030031204223633 || Total time:27.432273149490356 Iteration: 1964 || Clusters count: 13 || Log posterior: -3405.854045912141 || Iter Time:0.01790904998779297 || Total time:27.45018219947815 Loading and distributing data: 0.000149 seconds (142 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3398.0299442534442 || Iter Time:0.008616924285888672 || Total time:27.458799123764038 Iteration: 1966 || Clusters count: 13 || Log posterior: -3364.3194287411493 || Iter Time:0.013746976852416992 || Total time:27.472546100616455 Loading and distributing data: 0.000151 seconds (142 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3365.527693698089 || Iter Time:0.009419918060302734 || Total time:27.481966018676758 Iteration: 1968 || Clusters count: 13 || Log posterior: -3336.4705305871103 || Iter Time:0.014266014099121094 || Total time:27.49623203277588 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3371.2348132817765 || Iter Time:0.009541988372802734 || Total time:27.50577402114868 Iteration: 1970 || Clusters count: 13 || Log posterior: -3342.7153918296635 || Iter Time:0.01491093635559082 || Total time:27.520684957504272 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3387.5748395062715 || Iter Time:0.011572122573852539 || Total time:27.532257080078125 Iteration: 1972 || Clusters count: 13 || Log posterior: -3354.4109719380144 || Iter Time:0.015959978103637695 || Total time:27.548217058181763 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3390.5108570037196 || Iter Time:0.011690855026245117 || Total time:27.559907913208008 Iteration: 1974 || Clusters count: 13 || Log posterior: -3367.8066970653167 || Iter Time:0.01505589485168457 || Total time:27.574963808059692 Loading and distributing data: 0.000153 seconds (142 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3428.8797903483323 || Iter Time:0.00996708869934082 || Total time:27.584930896759033 Iteration: 1976 || Clusters count: 13 || Log posterior: -3395.4315874937297 || Iter Time:0.014410018920898438 || Total time:27.59934091567993 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3433.50026026687 || Iter Time:0.011582136154174805 || Total time:27.610923051834106 Iteration: 1978 || Clusters count: 13 || Log posterior: -3384.5462285133453 || Iter Time:0.01540517807006836 || Total time:27.626328229904175 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3412.0580108257845 || Iter Time:0.011069774627685547 || Total time:27.63739800453186 Iteration: 1980 || Clusters count: 14 || Log posterior: -3367.497801430513 || Iter Time:0.018047094345092773 || Total time:27.655445098876953 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3440.0077234655587 || Iter Time:0.013015031814575195 || Total time:27.66846013069153 Iteration: 1982 || Clusters count: 13 || Log posterior: -3390.9786812278 || Iter Time:0.015504121780395508 || Total time:27.683964252471924 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3461.2025533399124 || Iter Time:0.010768890380859375 || Total time:27.694733142852783 Iteration: 1984 || Clusters count: 13 || Log posterior: -3430.8143956270574 || Iter Time:0.01452016830444336 || Total time:27.709253311157227 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3448.7645891492716 || Iter Time:0.010098934173583984 || Total time:27.71935224533081 Iteration: 1986 || Clusters count: 13 || Log posterior: -3418.5642684347335 || Iter Time:0.014673948287963867 || Total time:27.734026193618774 Loading and distributing data: 0.000155 seconds (142 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3454.9976397326072 || Iter Time:0.01071786880493164 || Total time:27.744744062423706 Iteration: 1988 || Clusters count: 13 || Log posterior: -3412.706552598957 || Iter Time:0.014851093292236328 || Total time:27.759595155715942 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3453.1408836483097 || Iter Time:0.009827852249145508 || Total time:27.769423007965088 Iteration: 1990 || Clusters count: 13 || Log posterior: -3410.1034524565353 || Iter Time:0.014925003051757812 || Total time:27.784348011016846 Loading and distributing data: 0.000152 seconds (142 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3480.932528906792 || Iter Time:0.00919795036315918 || Total time:27.793545961380005 Iteration: 1992 || Clusters count: 13 || Log posterior: -3429.966098920636 || Iter Time:0.013212203979492188 || Total time:27.806758165359497 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3440.723688389779 || Iter Time:0.009299993515014648 || Total time:27.81605815887451 Iteration: 1994 || Clusters count: 13 || Log posterior: -3412.0538836990568 || Iter Time:0.01384115219116211 || Total time:27.829899311065674 Loading and distributing data: 0.000151 seconds (142 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3502.474057045113 || Iter Time:0.01005411148071289 || Total time:27.839953422546387 Iteration: 1996 || Clusters count: 13 || Log posterior: -3438.1251433351076 || Iter Time:0.013756036758422852 || Total time:27.85370945930481 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3461.8635587364697 || Iter Time:0.00973200798034668 || Total time:27.863441467285156 Iteration: 1998 || Clusters count: 13 || Log posterior: -3434.1903323867928 || Iter Time:0.014995098114013672 || Total time:27.87843656539917 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3451.9478450134334 || Iter Time:0.010419130325317383 || Total time:27.888855695724487 Iteration: 2000 || Clusters count: 13 || Log posterior: -3422.4000653921125 || Iter Time:0.01546788215637207 || Total time:27.90432357788086 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3486.949507516213 || Iter Time:0.010622024536132812 || Total time:27.914945602416992 Iteration: 2002 || Clusters count: 13 || Log posterior: -3428.6645229219816 || Iter Time:0.01681804656982422 || Total time:27.931763648986816 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3454.752944656872 || Iter Time:0.012498140335083008 || Total time:27.9442617893219 Iteration: 2004 || Clusters count: 14 || Log posterior: -3403.8644934054196 || Iter Time:0.04367995262145996 || Total time:27.98794174194336 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3464.0889463129497 || Iter Time:0.008873939514160156 || Total time:27.99681568145752 Iteration: 2006 || Clusters count: 14 || Log posterior: -3413.8972529160037 || Iter Time:0.013777971267700195 || Total time:28.01059365272522 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3435.105062456862 || Iter Time:0.008847951889038086 || Total time:28.019441604614258 Iteration: 2008 || Clusters count: 14 || Log posterior: -3401.855431510415 || Iter Time:0.014379024505615234 || Total time:28.033820629119873 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3468.44232712222 || Iter Time:0.010165929794311523 || Total time:28.043986558914185 Iteration: 2010 || Clusters count: 14 || Log posterior: -3404.908432657562 || Iter Time:0.015072107315063477 || Total time:28.059058666229248 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3443.048943655681 || Iter Time:0.009511947631835938 || Total time:28.068570613861084 Iteration: 2012 || Clusters count: 14 || Log posterior: -3403.298630667001 || Iter Time:0.013891935348510742 || Total time:28.082462549209595 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3434.993467311256 || Iter Time:0.011111021041870117 || Total time:28.093573570251465 Iteration: 2014 || Clusters count: 14 || Log posterior: -3383.1999149728144 || Iter Time:0.01518106460571289 || Total time:28.108754634857178 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3437.92697651409 || Iter Time:0.010489940643310547 || Total time:28.11924457550049 Iteration: 2016 || Clusters count: 13 || Log posterior: -3408.7085359648563 || Iter Time:0.014023065567016602 || Total time:28.133267641067505 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3479.7189470952876 || Iter Time:0.009744882583618164 || Total time:28.143012523651123 Iteration: 2018 || Clusters count: 13 || Log posterior: -3435.2055183934553 || Iter Time:0.01341700553894043 || Total time:28.156429529190063 Loading and distributing data: 0.000161 seconds (142 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3453.580770578231 || Iter Time:0.0079498291015625 || Total time:28.164379358291626 Iteration: 2020 || Clusters count: 13 || Log posterior: -3413.8475883633155 || Iter Time:0.01414799690246582 || Total time:28.178527355194092 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3489.4996301957403 || Iter Time:0.009613990783691406 || Total time:28.188141345977783 Iteration: 2022 || Clusters count: 13 || Log posterior: -3447.5879018738688 || Iter Time:0.01494908332824707 || Total time:28.20309042930603 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3443.3141697081296 || Iter Time:0.01622605323791504 || Total time:28.219316482543945 Iteration: 2024 || Clusters count: 13 || Log posterior: -3404.6526061976037 || Iter Time:0.015419960021972656 || Total time:28.234736442565918 Loading and distributing data: 0.000250 seconds (142 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3470.945403052602 || Iter Time:0.009508848190307617 || Total time:28.244245290756226 Iteration: 2026 || Clusters count: 13 || Log posterior: -3440.1199027853163 || Iter Time:0.014299154281616211 || Total time:28.258544445037842 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3464.1644292054616 || Iter Time:0.009451150894165039 || Total time:28.267995595932007 Iteration: 2028 || Clusters count: 13 || Log posterior: -3438.8675906779326 || Iter Time:0.014679908752441406 || Total time:28.28267550468445 Avg NMI: 0.8662647336835592 Full NMI: 0.844276076822449 Test Summary: | Total Time Streaming Data NIW 3 | 0 59.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 242.3s PkgEval succeeded after 368.41s