Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.717 (51214a7524*) started at 2025-06-08T18:05:06.465 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.44s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 3.98s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 153.7s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_BMO2cx/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_BMO2cx/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.497392 seconds (1.20 M allocations: 68.690 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:17.331966876983643 || Total time:17.331966876983643 Iteration: 1 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.007040977478027344 || Total time:17.33900785446167 Iteration: 2 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005888938903808594 || Total time:17.34489679336548 Iteration: 3 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.09924602508544922 || Total time:17.444142818450928 Iteration: 4 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.0054531097412109375 || Total time:17.44959592819214 Iteration: 5 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005213022232055664 || Total time:17.454808950424194 Iteration: 6 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.0050199031829833984 || Total time:17.459828853607178 Iteration: 7 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005485057830810547 || Total time:17.46531391143799 Iteration: 8 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005764007568359375 || Total time:17.471077919006348 Iteration: 9 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005887031555175781 || Total time:17.476964950561523 Iteration: 10 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005581855773925781 || Total time:17.48254680633545 Iteration: 11 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005527019500732422 || Total time:17.48807382583618 Iteration: 12 || Clusters count: 1 || Log posterior: -233392.88173629093 || Iter Time:0.005743980407714844 || Total time:17.493817806243896 Iteration: 13 || Clusters count: 2 || Log posterior: -233206.08191903168 || Iter Time:3.8204410076141357 || Total time:21.314258813858032 Iteration: 14 || Clusters count: 2 || Log posterior: -233185.24277052833 || Iter Time:0.005499839782714844 || Total time:21.319758653640747 Iteration: 15 || Clusters count: 2 || Log posterior: -233193.63339552833 || Iter Time:0.005693912506103516 || Total time:21.32545256614685 Iteration: 16 || Clusters count: 2 || Log posterior: -233228.15803757132 || Iter Time:0.005568981170654297 || Total time:21.331021547317505 Iteration: 17 || Clusters count: 2 || Log posterior: -233199.38354721313 || Iter Time:0.005218982696533203 || Total time:21.336240530014038 Iteration: 18 || Clusters count: 2 || Log posterior: -233191.63428765646 || Iter Time:0.005146026611328125 || Total time:21.341386556625366 Iteration: 19 || Clusters count: 2 || Log posterior: -233213.07339841308 || Iter Time:0.005323886871337891 || Total time:21.346710443496704 Iteration: 20 || Clusters count: 2 || Log posterior: -233105.18348153168 || Iter Time:3.2940828800201416 || Total time:24.640793323516846 Loading and distributing data: 0.000928 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233325.5323813912 || Iter Time:0.03355813026428223 || Total time:24.674351453781128 Iteration: 22 || Clusters count: 2 || Log posterior: -233270.5411700235 || Iter Time:0.005697011947631836 || Total time:24.68004846572876 Iteration: 23 || Clusters count: 2 || Log posterior: -233236.05960425406 || Iter Time:0.005504131317138672 || Total time:24.6855525970459 Iteration: 24 || Clusters count: 2 || Log posterior: -233269.9969720046 || Iter Time:0.005419015884399414 || Total time:24.690971612930298 Iteration: 25 || Clusters count: 2 || Log posterior: -233208.78957329463 || Iter Time:0.005590915679931641 || Total time:24.69656252861023 Iteration: 26 || Clusters count: 2 || Log posterior: -233228.96323086586 || Iter Time:0.005537986755371094 || Total time:24.7021005153656 Iteration: 27 || Clusters count: 2 || Log posterior: -233212.16307868456 || Iter Time:0.005445003509521484 || Total time:24.707545518875122 Iteration: 28 || Clusters count: 3 || Log posterior: -232990.80687485106 || Iter Time:0.007317066192626953 || Total time:24.71486258506775 Iteration: 29 || Clusters count: 3 || Log posterior: -232879.9886138346 || Iter Time:0.005839109420776367 || Total time:24.720701694488525 Iteration: 30 || Clusters count: 3 || Log posterior: -232845.13037695404 || Iter Time:0.005795955657958984 || Total time:24.726497650146484 Iteration: 31 || Clusters count: 3 || Log posterior: -232845.14150364758 || Iter Time:0.005898952484130859 || Total time:24.732396602630615 Iteration: 32 || Clusters count: 3 || Log posterior: -232830.55412463797 || Iter Time:0.005908966064453125 || Total time:24.73830556869507 Iteration: 33 || Clusters count: 4 || Log posterior: -232627.94075789597 || Iter Time:0.0076639652252197266 || Total time:24.745969533920288 Iteration: 34 || Clusters count: 4 || Log posterior: -232532.41212053207 || Iter Time:0.006183147430419922 || Total time:24.752152681350708 Iteration: 35 || Clusters count: 4 || Log posterior: -232484.54752371454 || Iter Time:0.006229877471923828 || Total time:24.758382558822632 Iteration: 36 || Clusters count: 4 || Log posterior: -232476.5892697278 || Iter Time:0.006105184555053711 || Total time:24.764487743377686 Iteration: 37 || Clusters count: 4 || Log posterior: -232432.69906069743 || Iter Time:0.00606989860534668 || Total time:24.770557641983032 Iteration: 38 || Clusters count: 4 || Log posterior: -232408.94780998194 || Iter Time:0.006173849105834961 || Total time:24.776731491088867 Iteration: 39 || Clusters count: 4 || Log posterior: -232297.14416365267 || Iter Time:0.006003141403198242 || Total time:24.782734632492065 Iteration: 40 || Clusters count: 4 || Log posterior: -232271.74517083413 || Iter Time:0.006165981292724609 || Total time:24.78890061378479 Iteration: 41 || Clusters count: 4 || Log posterior: -232177.79996909402 || Iter Time:0.006402015686035156 || Total time:24.795302629470825 Loading and distributing data: 0.000767 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262298.52056627447 || Iter Time:0.00692296028137207 || Total time:24.802225589752197 Iteration: 43 || Clusters count: 6 || Log posterior: -261712.14130397319 || Iter Time:0.009886026382446289 || Total time:24.812111616134644 Iteration: 44 || Clusters count: 6 || Log posterior: -261596.41894555624 || Iter Time:0.007966041564941406 || Total time:24.820077657699585 Iteration: 45 || Clusters count: 6 || Log posterior: -261579.63668232644 || Iter Time:0.040960073471069336 || Total time:24.861037731170654 Iteration: 46 || Clusters count: 6 || Log posterior: -261543.41641318754 || Iter Time:0.006644010543823242 || Total time:24.867681741714478 Iteration: 47 || Clusters count: 6 || Log posterior: -261495.7408164271 || Iter Time:0.006896018981933594 || Total time:24.87457776069641 Iteration: 48 || Clusters count: 6 || Log posterior: -261477.1935168085 || Iter Time:0.00689697265625 || Total time:24.88147473335266 Iteration: 49 || Clusters count: 7 || Log posterior: -261077.0422644283 || Iter Time:0.008103132247924805 || Total time:24.889577865600586 Iteration: 50 || Clusters count: 7 || Log posterior: -260922.96521790902 || Iter Time:0.0072879791259765625 || Total time:24.896865844726562 Iteration: 51 || Clusters count: 7 || Log posterior: -260892.3738725254 || Iter Time:0.007032155990600586 || Total time:24.903898000717163 Iteration: 52 || Clusters count: 7 || Log posterior: -260887.31662243936 || Iter Time:0.007050991058349609 || Total time:24.910948991775513 Iteration: 53 || Clusters count: 7 || Log posterior: -260898.11063874495 || Iter Time:0.006963968276977539 || Total time:24.91791296005249 Iteration: 54 || Clusters count: 7 || Log posterior: -260886.5682776311 || Iter Time:0.007111787796020508 || Total time:24.92502474784851 Iteration: 55 || Clusters count: 8 || Log posterior: -260471.5564104335 || Iter Time:0.008775949478149414 || Total time:24.93380069732666 Iteration: 56 || Clusters count: 8 || Log posterior: -260418.69841635248 || Iter Time:0.007465839385986328 || Total time:24.941266536712646 Iteration: 57 || Clusters count: 8 || Log posterior: -260409.20388846923 || Iter Time:0.007565021514892578 || Total time:24.94883155822754 Iteration: 58 || Clusters count: 8 || Log posterior: -260403.08832541364 || Iter Time:0.007582902908325195 || Total time:24.956414461135864 Iteration: 59 || Clusters count: 8 || Log posterior: -260402.35264160897 || Iter Time:0.8508248329162598 || Total time:25.807239294052124 Iteration: 60 || Clusters count: 8 || Log posterior: -260376.46236084864 || Iter Time:0.01043391227722168 || Total time:25.817673206329346 Iteration: 61 || Clusters count: 8 || Log posterior: -260411.82992890105 || Iter Time:0.010426998138427734 || Total time:25.828100204467773 Iteration: 62 || Clusters count: 8 || Log posterior: -260343.4334349517 || Iter Time:0.031538963317871094 || Total time:25.859639167785645 Loading and distributing data: 0.000761 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -259411.6163456049 || Iter Time:0.011207818984985352 || Total time:25.87084698677063 Iteration: 64 || Clusters count: 12 || Log posterior: -258815.9047716559 || Iter Time:0.023370981216430664 || Total time:25.89421796798706 Iteration: 65 || Clusters count: 12 || Log posterior: -258732.96041044404 || Iter Time:0.009486913681030273 || Total time:25.90370488166809 Iteration: 66 || Clusters count: 12 || Log posterior: -258712.84476269258 || Iter Time:0.009299993515014648 || Total time:25.913004875183105 Iteration: 67 || Clusters count: 12 || Log posterior: -258708.5890808153 || Iter Time:0.009292840957641602 || Total time:25.922297716140747 Iteration: 68 || Clusters count: 12 || Log posterior: -258707.59281540924 || Iter Time:0.009566068649291992 || Total time:25.93186378479004 Iteration: 69 || Clusters count: 12 || Log posterior: -258715.7166530009 || Iter Time:0.009563922882080078 || Total time:25.94142770767212 Iteration: 70 || Clusters count: 14 || Log posterior: -258031.56303151845 || Iter Time:0.01185917854309082 || Total time:25.95328688621521 Iteration: 71 || Clusters count: 14 || Log posterior: -257964.49636093492 || Iter Time:0.010449886322021484 || Total time:25.96373677253723 Iteration: 72 || Clusters count: 14 || Log posterior: -257950.58991362955 || Iter Time:0.02426290512084961 || Total time:25.98799967765808 Iteration: 73 || Clusters count: 14 || Log posterior: -257957.20382783873 || Iter Time:0.010119915008544922 || Total time:25.998119592666626 Iteration: 74 || Clusters count: 14 || Log posterior: -257957.6932320206 || Iter Time:0.010236024856567383 || Total time:26.008355617523193 Iteration: 75 || Clusters count: 14 || Log posterior: -257957.1147133474 || Iter Time:0.010183095932006836 || Total time:26.0185387134552 Iteration: 76 || Clusters count: 14 || Log posterior: -257966.19438190115 || Iter Time:0.010065078735351562 || Total time:26.02860379219055 Iteration: 77 || Clusters count: 14 || Log posterior: -257964.02549866145 || Iter Time:0.009604930877685547 || Total time:26.038208723068237 Iteration: 78 || Clusters count: 14 || Log posterior: -257964.26997925516 || Iter Time:0.010508060455322266 || Total time:26.04871678352356 Iteration: 79 || Clusters count: 14 || Log posterior: -257955.4994987402 || Iter Time:0.01200103759765625 || Total time:26.060717821121216 Iteration: 80 || Clusters count: 14 || Log posterior: -257957.8500272896 || Iter Time:0.012839078903198242 || Total time:26.073556900024414 Iteration: 81 || Clusters count: 14 || Log posterior: -257949.46959109994 || Iter Time:0.018182992935180664 || Total time:26.091739892959595 Iteration: 82 || Clusters count: 14 || Log posterior: -257959.36992312566 || Iter Time:0.014295101165771484 || Total time:26.106034994125366 Iteration: 83 || Clusters count: 14 || Log posterior: -257919.1970599977 || Iter Time:0.013080835342407227 || Total time:26.119115829467773 Loading and distributing data: 0.000796 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258073.62187186466 || Iter Time:0.014207124710083008 || Total time:26.133322954177856 Iteration: 85 || Clusters count: 16 || Log posterior: -257390.70974989812 || Iter Time:0.018944978713989258 || Total time:26.152267932891846 Iteration: 86 || Clusters count: 16 || Log posterior: -257305.0813075306 || Iter Time:0.02111506462097168 || Total time:26.173382997512817 Iteration: 87 || Clusters count: 16 || Log posterior: -257256.87078286463 || Iter Time:0.0168759822845459 || Total time:26.190258979797363 Iteration: 88 || Clusters count: 16 || Log posterior: -257268.9570438145 || Iter Time:0.016337871551513672 || Total time:26.206596851348877 Iteration: 89 || Clusters count: 16 || Log posterior: 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Iter Time:0.016082048416137695 || Total time:26.342548608779907 Iteration: 97 || Clusters count: 16 || Log posterior: -257264.40206363975 || Iter Time:0.016206979751586914 || Total time:26.358755588531494 Iteration: 98 || Clusters count: 16 || Log posterior: -257254.81863409356 || Iter Time:0.019469022750854492 || Total time:26.37822461128235 Iteration: 99 || Clusters count: 16 || Log posterior: -257253.16123590525 || Iter Time:0.01634383201599121 || Total time:26.39456844329834 Iteration: 100 || Clusters count: 16 || Log posterior: -257246.9907976956 || Iter Time:0.017096996307373047 || Total time:26.411665439605713 Iteration: 101 || Clusters count: 16 || Log posterior: -257249.16400686363 || Iter Time:0.02150702476501465 || Total time:26.433172464370728 Iteration: 102 || Clusters count: 16 || Log posterior: -257254.20456969587 || Iter Time:0.020007848739624023 || Total time:26.45318031311035 Iteration: 103 || Clusters count: 16 || Log posterior: -257247.572702451 || Iter Time:0.020561933517456055 || Total time:26.473742246627808 Iteration: 104 || Clusters count: 16 || Log posterior: -257240.77574393273 || Iter Time:0.022307157516479492 || Total time:26.496049404144287 Loading and distributing data: 0.000767 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -256311.26815175833 || Iter Time:0.019947052001953125 || Total time:26.51599645614624 Iteration: 106 || Clusters count: 19 || Log posterior: -256145.23307293135 || Iter Time:0.018084049224853516 || Total time:26.534080505371094 Iteration: 107 || Clusters count: 19 || Log posterior: -256126.3777556537 || Iter Time:0.02115797996520996 || Total time:26.555238485336304 Iteration: 108 || Clusters count: 19 || Log posterior: -256120.69153266808 || Iter Time:0.017878055572509766 || Total time:26.573116540908813 Iteration: 109 || Clusters count: 19 || Log posterior: -256119.2574130877 || Iter Time:0.018166065216064453 || Total time:26.591282606124878 Iteration: 110 || Clusters count: 19 || Log posterior: -256115.40061848384 || Iter Time:0.021789073944091797 || Total time:26.61307168006897 Iteration: 111 || Clusters count: 19 || Log posterior: -256127.05406497288 || Iter Time:0.018357038497924805 || Total time:26.631428718566895 Iteration: 112 || Clusters count: 19 || Log posterior: -256114.83332834413 || Iter Time:0.018021821975708008 || Total time:26.649450540542603 Iteration: 113 || Clusters count: 19 || Log posterior: -256114.14292616842 || Iter Time:0.021876096725463867 || Total time:26.671326637268066 Iteration: 114 || Clusters count: 19 || Log posterior: -256112.14936043255 || Iter Time:0.018458127975463867 || Total time:26.68978476524353 Iteration: 115 || Clusters count: 19 || Log posterior: -256110.37217643723 || Iter Time:0.018732070922851562 || Total time:26.708516836166382 Iteration: 116 || Clusters count: 19 || Log posterior: -256116.3598732888 || Iter Time:0.021844148635864258 || Total time:26.730360984802246 Iteration: 117 || 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count: 19 || Log posterior: -256119.06445806482 || Iter Time:0.026134014129638672 || Total time:26.922009229660034 Iteration: 125 || Clusters count: 19 || Log posterior: -256114.2059520374 || Iter Time:0.02786397933959961 || Total time:26.949873208999634 Loading and distributing data: 0.000826 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255566.0022227873 || Iter Time:0.025315046310424805 || Total time:26.97518825531006 Iteration: 127 || Clusters count: 20 || Log posterior: -255514.85499275624 || Iter Time:0.027616024017333984 || Total time:27.002804279327393 Iteration: 128 || Clusters count: 20 || Log posterior: -255509.92576634052 || Iter Time:0.024599075317382812 || Total time:27.027403354644775 Iteration: 129 || Clusters count: 20 || Log posterior: -255504.3155455371 || Iter Time:0.024203062057495117 || Total time:27.05160641670227 Iteration: 130 || Clusters count: 20 || Log posterior: -255511.90150329436 || Iter 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Time:0.028086185455322266 || Total time:27.457912921905518 Iteration: 145 || Clusters count: 20 || Log posterior: -255509.63215633397 || Iter Time:0.031295061111450195 || Total time:27.489207983016968 Iteration: 146 || Clusters count: 20 || Log posterior: -255505.53804713392 || Iter Time:0.026093006134033203 || Total time:27.515300989151 Loading and distributing data: 0.000794 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255589.11352940596 || Iter Time:0.030297040939331055 || Total time:27.545598030090332 Iteration: 148 || Clusters count: 20 || Log posterior: -255548.5595905487 || Iter Time:0.025051116943359375 || Total time:27.57064914703369 Iteration: 149 || Clusters count: 20 || Log posterior: -255530.10891139795 || Iter Time:0.024496078491210938 || Total time:27.595145225524902 Iteration: 150 || Clusters count: 20 || Log posterior: -255537.30473311376 || Iter Time:0.02867293357849121 || Total time:27.623818159103394 Iteration: 151 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count: 20 || Log posterior: -255470.86770756773 || Iter Time:0.030041933059692383 || Total time:28.017908573150635 Iteration: 166 || Clusters count: 20 || Log posterior: -255471.3410457971 || Iter Time:0.02598285675048828 || Total time:28.043891429901123 Iteration: 167 || Clusters count: 20 || Log posterior: -255471.3410457971 || Iter Time:0.02370309829711914 || Total time:28.067594528198242 Loading and distributing data: 0.000837 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255816.66388202322 || Iter Time:0.029371023178100586 || Total time:28.096965551376343 Iteration: 169 || Clusters count: 20 || Log posterior: -255780.68860245895 || Iter Time:0.024486064910888672 || Total time:28.12145161628723 Iteration: 170 || Clusters count: 20 || Log posterior: -255781.0927658431 || Iter Time:0.027660131454467773 || Total time:28.1491117477417 Iteration: 171 || Clusters count: 20 || Log posterior: -255775.6329061885 || Iter 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Time:0.031161069869995117 || Total time:28.563420295715332 Iteration: 186 || Clusters count: 20 || Log posterior: -255766.17492564933 || Iter Time:0.027369022369384766 || Total time:28.590789318084717 Iteration: 187 || Clusters count: 20 || Log posterior: -255766.17492564933 || Iter Time:0.027623891830444336 || Total time:28.61841320991516 Iteration: 188 || Clusters count: 20 || Log posterior: -255766.17492564933 || Iter Time:0.030081987380981445 || Total time:28.648495197296143 Loading and distributing data: 0.000791 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255441.14253639177 || Iter Time:0.02722907066345215 || Total time:28.675724267959595 Iteration: 190 || Clusters count: 20 || Log posterior: -255440.30914419194 || Iter Time:0.03139996528625488 || Total time:28.70712423324585 Iteration: 191 || Clusters count: 20 || Log posterior: -255428.46662831787 || Iter Time:0.027591943740844727 || Total time:28.734716176986694 Iteration: 192 || Clusters count: 20 || Log posterior: -255431.31713768176 || Iter Time:0.031092166900634766 || Total time:28.76580834388733 Iteration: 193 || Clusters count: 20 || Log posterior: -255441.60850709392 || Iter Time:0.0282900333404541 || Total time:28.794098377227783 Iteration: 194 || Clusters count: 20 || Log posterior: -255432.63413674096 || Iter Time:0.027310848236083984 || Total time:28.821409225463867 Iteration: 195 || Clusters count: 20 || Log posterior: -255437.21285470607 || Iter Time:0.030427932739257812 || Total time:28.851837158203125 Iteration: 196 || Clusters count: 20 || Log posterior: -255433.2596587756 || Iter Time:0.02730703353881836 || Total time:28.879144191741943 Iteration: 197 || Clusters count: 20 || Log posterior: -255427.15495068487 || Iter Time:0.030497074127197266 || Total time:28.90964126586914 Iteration: 198 || Clusters count: 20 || Log posterior: -255427.45341336934 || Iter Time:0.027343034744262695 || Total time:28.936984300613403 Iteration: 199 || Clusters count: 20 || Log posterior: -255435.78514572405 || Iter Time:0.02723097801208496 || Total time:28.96421527862549 Iteration: 200 || Clusters count: 20 || Log posterior: -255432.15123267507 || Iter Time:0.031033039093017578 || Total time:28.995248317718506 Iteration: 201 || Clusters count: 20 || Log posterior: -255433.4758924381 || Iter Time:0.03826308250427246 || Total time:29.03351140022278 Iteration: 202 || Clusters count: 20 || Log posterior: -255432.913333538 || Iter Time:0.03884100914001465 || Total time:29.072352409362793 Iteration: 203 || Clusters count: 20 || Log posterior: -255429.5309844047 || Iter Time:0.02781200408935547 || Total time:29.10016441345215 Iteration: 204 || Clusters count: 20 || Log posterior: -255427.80957360103 || Iter Time:0.02789592742919922 || Total time:29.128060340881348 Iteration: 205 || Clusters count: 20 || Log posterior: -255435.66842417305 || Iter Time:0.030117034912109375 || Total time:29.158177375793457 Iteration: 206 || Clusters count: 20 || Log posterior: -255434.56625695154 || Iter Time:0.027354001998901367 || Total time:29.18553137779236 Iteration: 207 || Clusters count: 20 || Log posterior: -255430.65340431986 || Iter Time:0.029886960983276367 || Total time:29.215418338775635 Iteration: 208 || Clusters count: 20 || Log posterior: -255436.2248554006 || Iter Time:0.04168891906738281 || Total time:29.257107257843018 Iteration: 209 || Clusters count: 20 || Log posterior: -255430.2550606787 || Iter Time:0.026463031768798828 || Total time:29.283570289611816 NMI: 0.8025367516880353 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m31.6s [47111, 7821, 20131, 466, 66930, 805, 110935, 3743, 132933, 24657, 35605, 89125, 49137, 54528, 68491, 129248, 597, 56961, 9901, 90875] Loading and distributing data: 0.000269 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:4.777618169784546 || Total time:4.777618169784546 Iteration: 1 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0027599334716796875 || Total time:4.780378103256226 Iteration: 2 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0018849372863769531 || Total time:4.7822630405426025 Iteration: 3 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.001703023910522461 || Total time:4.783966064453125 Iteration: 4 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0017549991607666016 || Total time:4.785721063613892 Iteration: 5 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0017352104187011719 || Total time:4.787456274032593 Iteration: 6 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0017139911651611328 || Total time:4.789170265197754 Iteration: 7 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0018391609191894531 || Total time:4.791009426116943 Iteration: 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posterior: -7005.966140697305 || Iter Time:0.001878976821899414 || Total time:4.930720329284668 Iteration: 16 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0018558502197265625 || Total time:4.9325761795043945 Iteration: 17 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.001744985580444336 || Total time:4.934321165084839 Iteration: 18 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0017468929290771484 || Total time:4.936068058013916 Iteration: 19 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.001811981201171875 || Total time:4.937880039215088 Iteration: 20 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0017459392547607422 || Total time:4.939625978469849 Iteration: 21 || Clusters count: 1 || Log posterior: -7005.966140697305 || Iter Time:0.0016939640045166016 || Total time:4.941319942474365 Iteration: 22 || Clusters count: 2 || Log posterior: -6959.395039837496 || Iter Time:0.03737211227416992 || Total time:4.978692054748535 Iteration: 23 || Clusters count: 2 || Log posterior: -6825.376693675139 || Iter Time:0.002353191375732422 || Total time:4.981045246124268 Iteration: 24 || Clusters count: 2 || Log posterior: -6695.176961672246 || Iter Time:0.002053976058959961 || Total time:4.9830992221832275 Iteration: 25 || Clusters count: 2 || Log posterior: -6643.674563201114 || Iter Time:0.0020089149475097656 || Total time:4.985108137130737 Iteration: 26 || Clusters count: 2 || Log posterior: -6646.039577374549 || Iter Time:0.0020151138305664062 || Total time:4.987123250961304 Iteration: 27 || Clusters count: 2 || Log posterior: -6664.1656357834545 || Iter Time:0.0020139217376708984 || Total time:4.989137172698975 Iteration: 28 || Clusters count: 2 || Log posterior: -6653.014959017455 || Iter Time:0.0019888877868652344 || Total time:4.99112606048584 Iteration: 29 || Clusters count: 2 || Log posterior: -6654.43112510974 || Iter Time:0.0020389556884765625 || Total time:4.993165016174316 Iteration: 30 || Clusters count: 2 || Log posterior: -6634.592074705446 || Iter Time:1.207758903503418 || Total time:6.200923919677734 true [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000267 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 2 || Log posterior: -6558.5217196728545 || Iter Time:0.029757976531982422 || Total time:6.230681896209717 Iteration: 32 || Clusters count: 2 || Log posterior: -6535.71832854528 || Iter Time:0.0033969879150390625 || Total time:6.234078884124756 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -6076.289064444122 || Iter Time:0.0036880970001220703 || Total time:6.237766981124878 Iteration: 34 || Clusters count: 3 || Log posterior: -6011.78602520459 || Iter Time:0.004101991653442383 || Total time:6.24186897277832 Loading and distributing data: 0.000147 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 3 || Log posterior: -5850.319743689032 || Iter Time:0.002769947052001953 || Total time:6.244638919830322 Iteration: 36 || Clusters count: 3 || Log posterior: -5815.624196803856 || Iter Time:0.004045009613037109 || Total time:6.248683929443359 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 3 || Log posterior: 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Iteration: 194 || Clusters count: 12 || Log posterior: -3356.461046528126 || Iter Time:0.016650915145874023 || Total time:8.017352104187012 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 12 || Log posterior: -3388.131034476672 || Iter Time:0.01289987564086914 || Total time:8.03025197982788 Iteration: 196 || Clusters count: 12 || Log posterior: -3370.7676002140392 || Iter Time:0.015931129455566406 || Total time:8.046183109283447 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 12 || Log posterior: -3407.1804313242765 || Iter Time:0.0156400203704834 || Total time:8.06182312965393 Iteration: 198 || Clusters count: 12 || Log posterior: -3363.8829295073324 || Iter Time:0.01633286476135254 || Total time:8.078155994415283 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 199 || Clusters count: 12 || Log posterior: 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Iteration: 327 || Clusters count: 12 || Log posterior: -3369.1670445951086 || Iter Time:0.015197038650512695 || Total time:10.187917232513428 Iteration: 328 || Clusters count: 12 || Log posterior: -3349.943810009591 || Iter Time:0.018002986907958984 || Total time:10.205920219421387 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 329 || Clusters count: 12 || Log posterior: -3367.744907833781 || Iter Time:0.014124870300292969 || Total time:10.22004508972168 Iteration: 330 || Clusters count: 12 || Log posterior: -3338.1084211113484 || Iter Time:0.016705036163330078 || Total time:10.23675012588501 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 331 || Clusters count: 12 || Log posterior: -3372.5984047339944 || Iter Time:0.012906074523925781 || Total time:10.249656200408936 Iteration: 332 || Clusters count: 12 || Log posterior: -3344.350491638701 || Iter Time:0.016882896423339844 || Total 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Iteration: 371 || Clusters count: 12 || Log posterior: -3410.295150798614 || Iter Time:0.032202959060668945 || Total time:10.915199756622314 Iteration: 372 || Clusters count: 12 || Log posterior: -3384.9941210146194 || Iter Time:0.017555952072143555 || Total time:10.932755708694458 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 373 || Clusters count: 12 || Log posterior: -3425.193191627995 || Iter Time:0.014761924743652344 || Total time:10.94751763343811 Iteration: 374 || Clusters count: 12 || Log posterior: -3388.499639599893 || Iter Time:0.018053054809570312 || Total time:10.96557068824768 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 375 || Clusters count: 12 || Log posterior: -3466.693638930716 || Iter Time:0.014705896377563477 || Total time:10.980276584625244 Iteration: 376 || Clusters count: 12 || Log posterior: -3433.0390175749117 || Iter Time:0.01795196533203125 || Total time:10.998228549957275 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Iteration: 487 || Clusters count: 12 || Log posterior: -3333.5031413347933 || Iter Time:0.013206958770751953 || Total time:12.767603874206543 Iteration: 488 || Clusters count: 12 || Log posterior: -3327.70239483741 || Iter Time:0.01635599136352539 || Total time:12.783959865570068 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 489 || Clusters count: 12 || Log posterior: -3371.2417525077994 || Iter Time:0.01223301887512207 || Total time:12.79619288444519 Iteration: 490 || Clusters count: 12 || Log posterior: -3336.3287945803236 || Iter Time:0.016736984252929688 || Total time:12.81292986869812 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 491 || Clusters count: 12 || Log posterior: -3362.245273671976 || Iter Time:0.013383865356445312 || Total time:12.826313734054565 Iteration: 492 || Clusters count: 12 || Log posterior: -3334.8567748549876 || Iter Time:0.017292022705078125 || Total time:12.843605756759644 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Iteration: 653 || Clusters count: 13 || Log posterior: -3378.495711857946 || Iter Time:0.013546943664550781 || Total time:15.536206722259521 Iteration: 654 || Clusters count: 13 || Log posterior: -3363.944235001418 || Iter Time:0.016867876052856445 || Total time:15.553074598312378 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 655 || Clusters count: 13 || Log posterior: -3363.815496069501 || Iter Time:0.013108015060424805 || Total time:15.566182613372803 Iteration: 656 || Clusters count: 13 || Log posterior: -3325.2800304562547 || Iter Time:0.017390966415405273 || Total time:15.583573579788208 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 657 || Clusters count: 13 || Log posterior: -3373.500931973917 || Iter Time:0.013306140899658203 || Total time:15.596879720687866 Iteration: 658 || Clusters count: 13 || Log posterior: -3332.8932734868654 || Iter Time:0.01732611656188965 || Total 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Iteration: 675 || Clusters count: 13 || Log posterior: -3346.2519008584795 || Iter Time:0.01347804069519043 || Total time:15.90608811378479 Iteration: 676 || Clusters count: 13 || Log posterior: -3320.8990775456655 || Iter Time:0.01886892318725586 || Total time:15.924957036972046 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 677 || Clusters count: 13 || Log posterior: -3359.0965044910076 || Iter Time:0.013659954071044922 || Total time:15.93861699104309 Iteration: 678 || Clusters count: 13 || Log posterior: -3336.3329688794247 || Iter Time:0.018146991729736328 || Total time:15.956763982772827 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 679 || Clusters count: 13 || Log posterior: -3352.094562461273 || Iter Time:0.014631986618041992 || Total time:15.97139596939087 Iteration: 680 || Clusters count: 13 || Log posterior: -3332.866930208766 || Iter Time:0.019491910934448242 || Total time:15.990887880325317 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Iteration: 747 || Clusters count: 12 || Log posterior: -3429.36811388181 || Iter Time:0.012495994567871094 || Total time:17.0837562084198 Iteration: 748 || Clusters count: 12 || Log posterior: -3418.5423977837054 || Iter Time:0.0174560546875 || Total time:17.1012122631073 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 749 || Clusters count: 12 || Log posterior: -3409.7934121475873 || Iter Time:0.013643026351928711 || Total time:17.11485528945923 Iteration: 750 || Clusters count: 12 || Log posterior: -3390.4716675999325 || Iter Time:0.017561912536621094 || Total time:17.13241720199585 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 751 || Clusters count: 12 || Log posterior: -3394.0097780342307 || Iter Time:0.013527870178222656 || Total time:17.145945072174072 Iteration: 752 || Clusters count: 12 || Log posterior: -3367.7408290373055 || Iter Time:0.017618894577026367 || Total time:17.1635639667511 Loading 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Iteration: 819 || Clusters count: 12 || Log posterior: -3399.3938632638083 || Iter Time:0.013769149780273438 || Total time:18.240795612335205 Iteration: 820 || Clusters count: 12 || Log posterior: -3370.5460059916345 || Iter Time:0.017307043075561523 || Total time:18.258102655410767 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 821 || Clusters count: 12 || Log posterior: -3451.327352593206 || Iter Time:0.014238119125366211 || Total time:18.272340774536133 Iteration: 822 || Clusters count: 12 || Log posterior: -3427.3471731647164 || Iter Time:0.034132957458496094 || Total time:18.30647373199463 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 823 || Clusters count: 12 || Log posterior: -3393.3273209140975 || Iter Time:0.012633800506591797 || Total time:18.31910753250122 Iteration: 824 || Clusters count: 12 || Log posterior: -3363.479241877672 || Iter Time:0.0160980224609375 || Total 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Iteration: 841 || Clusters count: 12 || Log posterior: -3298.7691349502397 || Iter Time:0.012577056884765625 || Total time:18.584526538848877 Iteration: 842 || Clusters count: 12 || Log posterior: -3276.7110208606123 || Iter Time:0.016010046005249023 || Total time:18.600536584854126 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 843 || Clusters count: 12 || Log posterior: -3350.05911280648 || Iter Time:0.012501001358032227 || Total time:18.613037586212158 Iteration: 844 || Clusters count: 12 || Log posterior: -3341.6884639812715 || Iter Time:0.016841888427734375 || Total time:18.629879474639893 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 845 || Clusters count: 12 || Log posterior: -3413.0397301591556 || Iter Time:0.014466047286987305 || Total time:18.64434552192688 Iteration: 846 || Clusters count: 12 || Log posterior: -3367.850718897821 || Iter Time:0.016742944717407227 || Total 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Iteration: 863 || Clusters count: 12 || Log posterior: -3384.3413594436656 || Iter Time:0.014052867889404297 || Total time:18.91674566268921 Iteration: 864 || Clusters count: 12 || Log posterior: -3337.4629482094833 || Iter Time:0.018512964248657227 || Total time:18.935258626937866 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 865 || Clusters count: 12 || Log posterior: -3341.9489792620975 || Iter Time:0.013916015625 || Total time:18.949174642562866 Iteration: 866 || Clusters count: 12 || Log posterior: -3336.557304869355 || Iter Time:0.017986059188842773 || Total time:18.96716070175171 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 867 || Clusters count: 12 || Log posterior: -3408.0715502678236 || Iter Time:0.01346898078918457 || Total time:18.980629682540894 Iteration: 868 || Clusters count: 12 || Log posterior: -3384.8621516190383 || Iter Time:0.01648116111755371 || Total time:18.997110843658447 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Iteration: 902 || Clusters count: 12 || Log posterior: -3400.8708498692226 || Iter Time:0.016666889190673828 || Total time:19.536609649658203 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -3407.0478758308095 || Iter Time:0.01386880874633789 || Total time:19.55047845840454 Iteration: 904 || Clusters count: 12 || Log posterior: -3375.2160551323273 || Iter Time:0.019142866134643555 || Total time:19.569621324539185 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -3439.258977124837 || Iter Time:0.013907909393310547 || Total time:19.583529233932495 Iteration: 906 || Clusters count: 12 || Log posterior: -3388.6255170459176 || Iter Time:0.01823592185974121 || Total time:19.601765155792236 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 907 || Clusters count: 12 || Log posterior: 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|| Log posterior: -3354.9334859044648 || Iter Time:0.01751399040222168 || Total time:19.901190042495728 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 12 || Log posterior: -3361.6504177294473 || Iter Time:0.013662099838256836 || Total time:19.914852142333984 Iteration: 926 || Clusters count: 12 || Log posterior: -3354.4995799059006 || Iter Time:0.017856836318969727 || Total time:19.932708978652954 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 12 || Log posterior: -3341.07458361857 || Iter Time:0.014152050018310547 || Total time:19.946861028671265 Iteration: 928 || Clusters count: 12 || Log posterior: -3323.509950137506 || Iter Time:0.016711950302124023 || Total time:19.96357297897339 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 929 || Clusters count: 12 || Log posterior: -3344.916361078376 || Iter 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Iteration: 935 || Clusters count: 12 || Log posterior: -3359.9811257545607 || Iter Time:0.01153707504272461 || Total time:20.06295084953308 Iteration: 936 || Clusters count: 12 || Log posterior: -3334.50201022519 || Iter Time:0.0167081356048584 || Total time:20.07965898513794 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 937 || Clusters count: 12 || Log posterior: -3344.8215192011216 || Iter Time:0.01394510269165039 || Total time:20.09360408782959 Iteration: 938 || Clusters count: 12 || Log posterior: -3320.345977633914 || Iter Time:0.01694202423095703 || Total time:20.110546112060547 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 939 || Clusters count: 12 || Log posterior: -3372.097066590908 || Iter Time:0.012784957885742188 || Total time:20.12333106994629 Iteration: 940 || Clusters count: 12 || Log posterior: -3348.4143308837274 || Iter Time:0.016885042190551758 || Total time:20.14021611213684 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-3369.6736090610416 || Iter Time:0.016689062118530273 || Total time:20.22952890396118 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 12 || Log posterior: -3388.260845402393 || Iter Time:0.014176130294799805 || Total time:20.24370503425598 Iteration: 948 || Clusters count: 12 || Log posterior: -3373.848554201536 || Iter Time:0.016874074935913086 || Total time:20.260579109191895 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 12 || Log posterior: -3350.9729026804453 || Iter Time:0.012547969818115234 || Total time:20.27312707901001 Iteration: 950 || Clusters count: 12 || Log posterior: -3330.5441639111914 || Iter Time:0.016340017318725586 || Total time:20.289467096328735 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 951 || Clusters count: 12 || Log posterior: -3360.215752304799 || Iter Time:0.029814958572387695 || Total 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Log posterior: -3446.2616520903766 || Iter Time:0.015686988830566406 || Total time:20.41315221786499 Iteration: 958 || Clusters count: 12 || Log posterior: -3417.8707507737045 || Iter Time:0.0185699462890625 || Total time:20.431722164154053 Loading and distributing data: 0.000133 seconds (129 allocations: 13.227 KiB) Iteration: 959 || Clusters count: 12 || Log posterior: -3363.163300516363 || Iter Time:0.013935089111328125 || Total time:20.44565725326538 Iteration: 960 || Clusters count: 12 || Log posterior: -3345.7390195838884 || Iter Time:0.01789093017578125 || Total time:20.463548183441162 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 961 || Clusters count: 12 || Log posterior: -3377.7727845036457 || Iter Time:0.013993024826049805 || Total time:20.477541208267212 Iteration: 962 || Clusters count: 12 || Log posterior: -3358.8456568224638 || Iter Time:0.018072128295898438 || Total time:20.49561333656311 Loading and distributing data: 0.000129 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Iteration: 1227 || Clusters count: 12 || Log posterior: -3392.029365417806 || Iter Time:0.014487981796264648 || Total time:24.95818066596985 Iteration: 1228 || Clusters count: 12 || Log posterior: -3357.0935301994814 || Iter Time:0.02007317543029785 || Total time:24.978253841400146 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1229 || Clusters count: 12 || Log posterior: -3377.50216151535 || Iter Time:0.014998912811279297 || Total time:24.993252754211426 Iteration: 1230 || Clusters count: 12 || Log posterior: -3350.4824438451624 || Iter Time:0.020592927932739258 || Total time:25.013845682144165 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1231 || Clusters count: 12 || Log posterior: -3321.499940398808 || Iter Time:0.015952110290527344 || Total time:25.029797792434692 Iteration: 1232 || Clusters count: 12 || Log posterior: -3309.6159292802804 || Iter Time:0.019841909408569336 || Total 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Iteration: 1249 || Clusters count: 12 || Log posterior: -3333.5964872190916 || Iter Time:0.014935016632080078 || Total time:25.37939715385437 Iteration: 1250 || Clusters count: 12 || Log posterior: -3322.314500063435 || Iter Time:0.0195009708404541 || Total time:25.398898124694824 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1251 || Clusters count: 12 || Log posterior: -3386.897733052804 || Iter Time:0.014627933502197266 || Total time:25.41352605819702 Iteration: 1252 || Clusters count: 12 || Log posterior: -3368.954590631859 || Iter Time:0.018440961837768555 || Total time:25.43196702003479 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1253 || Clusters count: 12 || Log posterior: -3375.50990582674 || Iter Time:0.01421499252319336 || Total time:25.446182012557983 Iteration: 1254 || Clusters count: 12 || Log posterior: -3349.528206200257 || Iter Time:0.018920183181762695 || Total 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Iteration: 1271 || Clusters count: 12 || Log posterior: -3370.5319758620135 || Iter Time:0.01462101936340332 || Total time:25.77680492401123 Iteration: 1272 || Clusters count: 12 || Log posterior: -3340.576875790583 || Iter Time:0.01805710792541504 || Total time:25.794862031936646 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1273 || Clusters count: 12 || Log posterior: -3338.0973751416313 || Iter Time:0.013759851455688477 || Total time:25.808621883392334 Iteration: 1274 || Clusters count: 12 || Log posterior: -3312.0045194080576 || Iter Time:0.017386913299560547 || Total time:25.826008796691895 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1275 || Clusters count: 12 || Log posterior: -3360.0667577587624 || Iter Time:0.013997793197631836 || Total time:25.840006589889526 Iteration: 1276 || Clusters count: 12 || Log posterior: -3336.097354193437 || Iter Time:0.01680302619934082 || Total 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Iteration: 1337 || Clusters count: 12 || Log posterior: -3396.0008352633317 || Iter Time:0.014271020889282227 || Total time:26.854997873306274 Iteration: 1338 || Clusters count: 12 || Log posterior: -3364.355660192695 || Iter Time:0.018584012985229492 || Total time:26.873581886291504 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1339 || Clusters count: 12 || Log posterior: -3364.2840604452344 || Iter Time:0.015254020690917969 || Total time:26.888835906982422 Iteration: 1340 || Clusters count: 12 || Log posterior: -3354.57446416408 || Iter Time:0.018036842346191406 || Total time:26.906872749328613 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1341 || Clusters count: 12 || Log posterior: -3403.4204899758747 || Iter Time:0.013486862182617188 || Total time:26.92035961151123 Iteration: 1342 || Clusters count: 12 || Log posterior: -3371.639834447043 || Iter Time:0.017599105834960938 || Total 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-3303.3570756037657 || Iter Time:0.018342971801757812 || Total time:29.204837799072266 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1481 || Clusters count: 12 || Log posterior: -3375.0846876887545 || Iter Time:0.01337885856628418 || Total time:29.21821665763855 Iteration: 1482 || Clusters count: 12 || Log posterior: -3346.4372670213347 || Iter Time:0.01811504364013672 || Total time:29.236331701278687 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1483 || Clusters count: 12 || Log posterior: -3347.3601007053667 || Iter Time:0.013296842575073242 || Total time:29.24962854385376 Iteration: 1484 || Clusters count: 12 || Log posterior: -3333.3808998589516 || Iter Time:0.018085956573486328 || Total time:29.267714500427246 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3363.0679483198237 || Iter Time:0.01386117935180664 || 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-3322.0893811833926 || Iter Time:0.01843404769897461 || Total time:29.548007488250732 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1503 || Clusters count: 12 || Log posterior: -3356.244283943111 || Iter Time:0.014256954193115234 || Total time:29.562264442443848 Iteration: 1504 || Clusters count: 12 || Log posterior: -3327.5577958328563 || Iter Time:0.03731989860534668 || Total time:29.599584341049194 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1505 || Clusters count: 12 || Log posterior: -3381.5927227220786 || Iter Time:0.013664960861206055 || Total time:29.6132493019104 Iteration: 1506 || Clusters count: 12 || Log posterior: -3350.2409060706236 || Iter Time:0.017356157302856445 || Total time:29.630605459213257 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 12 || Log posterior: -3388.2959203620467 || Iter Time:0.013334035873413086 || 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-3329.918106248411 || Iter Time:0.017430782318115234 || Total time:29.913931608200073 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 12 || Log posterior: -3397.5190335778484 || Iter Time:0.013410806655883789 || Total time:29.927342414855957 Iteration: 1526 || Clusters count: 12 || Log posterior: -3365.812382316298 || Iter Time:0.017695188522338867 || Total time:29.945037603378296 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 12 || Log posterior: -3399.5308340764727 || Iter Time:0.013877153396606445 || Total time:29.958914756774902 Iteration: 1528 || Clusters count: 12 || Log posterior: -3356.7894271763735 || Iter Time:0.017711162567138672 || Total time:29.97662591934204 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -3351.568640869064 || Iter Time:0.013309955596923828 || Total time:29.989935874938965 Iteration: 1530 || Clusters count: 12 || Log posterior: -3326.489399493389 || Iter Time:0.017886877059936523 || Total time:30.0078227519989 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -3379.7236498181405 || Iter Time:0.014377117156982422 || Total time:30.022199869155884 Iteration: 1532 || Clusters count: 12 || Log posterior: -3345.6405415498807 || Iter Time:0.018823862075805664 || Total time:30.04102373123169 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -3420.2000617515073 || Iter Time:0.013875961303710938 || Total time:30.0548996925354 Iteration: 1534 || Clusters count: 12 || Log posterior: -3405.8261648662988 || Iter Time:0.01810598373413086 || Total time:30.07300567626953 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -3438.568407988695 || Iter Time:0.01402902603149414 || Total time:30.087034702301025 Iteration: 1536 || Clusters count: 12 || Log posterior: -3406.27324586442 || Iter Time:0.017562150955200195 || Total time:30.104596853256226 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 12 || Log posterior: -3390.253892928204 || Iter Time:0.014150142669677734 || Total time:30.118746995925903 Iteration: 1538 || Clusters count: 12 || Log posterior: -3362.5925587359657 || Iter Time:0.03844404220581055 || Total time:30.157191038131714 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 12 || Log posterior: -3354.4820056922363 || Iter Time:0.014681100845336914 || Total time:30.17187213897705 Iteration: 1540 || Clusters count: 12 || Log posterior: -3332.1168295254024 || Iter Time:0.01823711395263672 || Total time:30.190109252929688 Loading and 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-3336.7890482967578 || Iter Time:0.016813039779663086 || Total time:30.2845242023468 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1547 || Clusters count: 12 || Log posterior: -3408.642852785606 || Iter Time:0.014023065567016602 || Total time:30.29854726791382 Iteration: 1548 || Clusters count: 12 || Log posterior: -3388.890606996429 || Iter Time:0.018170833587646484 || Total time:30.316718101501465 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1549 || Clusters count: 12 || Log posterior: -3371.1101962092976 || Iter Time:0.013145923614501953 || Total time:30.329864025115967 Iteration: 1550 || Clusters count: 12 || Log posterior: -3358.410436854207 || Iter Time:0.017863035202026367 || Total time:30.347727060317993 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -3350.3117891096927 || Iter Time:0.014596939086914062 || 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Clusters count: 12 || Log posterior: -3392.7183124361327 || Iter Time:0.014336824417114258 || Total time:30.461111545562744 Iteration: 1558 || Clusters count: 12 || Log posterior: -3375.931094509873 || Iter Time:0.01827096939086914 || Total time:30.479382514953613 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 12 || Log posterior: -3419.551558493655 || Iter Time:0.013599872589111328 || Total time:30.492982387542725 Iteration: 1560 || Clusters count: 12 || Log posterior: -3378.9459603801365 || Iter Time:0.0171201229095459 || Total time:30.51010251045227 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 12 || Log posterior: -3350.1858633001702 || Iter Time:0.014150142669677734 || Total time:30.52425265312195 Iteration: 1562 || Clusters count: 12 || Log posterior: -3333.5357204155475 || Iter Time:0.016292095184326172 || Total time:30.540544748306274 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 12 || Log posterior: -3320.2840441080725 || Iter Time:0.012314081192016602 || Total time:30.55285882949829 Iteration: 1564 || Clusters count: 12 || Log posterior: -3297.7132372380192 || Iter Time:0.016741037368774414 || Total time:30.569599866867065 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3315.464079602913 || Iter Time:0.012440919876098633 || Total time:30.582040786743164 Iteration: 1566 || Clusters count: 12 || Log posterior: -3293.3020522646875 || Iter Time:0.016546010971069336 || Total time:30.598586797714233 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 12 || Log posterior: -3311.17195038982 || Iter Time:0.012827157974243164 || Total time:30.611413955688477 Iteration: 1568 || Clusters count: 12 || Log posterior: -3298.7717922140455 || Iter Time:0.016670942306518555 || Total time:30.628084897994995 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1569 || Clusters count: 12 || Log posterior: -3313.587870530736 || Iter Time:0.012423038482666016 || Total time:30.64050793647766 Iteration: 1570 || Clusters count: 12 || Log posterior: -3304.8182255693837 || Iter Time:0.017473936080932617 || Total time:30.657981872558594 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1571 || Clusters count: 12 || Log posterior: -3343.1630051448115 || Iter Time:0.013747930526733398 || Total time:30.671729803085327 Iteration: 1572 || Clusters count: 12 || Log posterior: -3322.802574923753 || Iter Time:0.03667116165161133 || Total time:30.70840096473694 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 12 || Log posterior: -3426.2235572140635 || Iter Time:0.01316380500793457 || 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-3359.9000091558282 || Iter Time:0.018574953079223633 || Total time:30.993415117263794 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1591 || Clusters count: 12 || Log posterior: -3375.3640260850048 || Iter Time:0.014287948608398438 || Total time:31.007703065872192 Iteration: 1592 || Clusters count: 12 || Log posterior: -3355.0737371240043 || Iter Time:0.0183260440826416 || Total time:31.026029109954834 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1593 || Clusters count: 12 || Log posterior: -3341.718232021487 || Iter Time:0.014623165130615234 || Total time:31.04065227508545 Iteration: 1594 || Clusters count: 12 || Log posterior: -3318.0823856170173 || Iter Time:0.018689870834350586 || Total time:31.0593421459198 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1595 || Clusters count: 12 || Log posterior: -3308.7584162446738 || Iter Time:0.014962196350097656 || 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-3364.81734571055 || Iter Time:0.01840496063232422 || Total time:31.734334230422974 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1635 || Clusters count: 12 || Log posterior: -3350.1624814440756 || Iter Time:0.013625860214233398 || Total time:31.747960090637207 Iteration: 1636 || Clusters count: 12 || Log posterior: -3336.2293071229724 || Iter Time:0.017756938934326172 || Total time:31.765717029571533 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1637 || Clusters count: 12 || Log posterior: -3370.354113056717 || Iter Time:0.013625144958496094 || Total time:31.77934217453003 Iteration: 1638 || Clusters count: 12 || Log posterior: -3329.5045074265317 || Iter Time:0.01779913902282715 || Total time:31.797141313552856 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1639 || Clusters count: 12 || Log posterior: -3343.836979571037 || Iter Time:0.014047861099243164 || 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-3362.706304919822 || Iter Time:0.016650915145874023 || Total time:32.1029167175293 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1657 || Clusters count: 12 || Log posterior: -3352.160600847735 || Iter Time:0.014104127883911133 || Total time:32.11702084541321 Iteration: 1658 || Clusters count: 12 || Log posterior: -3335.70410356745 || Iter Time:0.017930030822753906 || Total time:32.13495087623596 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1659 || Clusters count: 12 || Log posterior: -3348.9465430449372 || Iter Time:0.013759136199951172 || Total time:32.14871001243591 Iteration: 1660 || Clusters count: 12 || Log posterior: -3342.1645391539378 || Iter Time:0.018362998962402344 || Total time:32.167073011398315 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || Clusters count: 12 || Log posterior: -3374.7540246798285 || Iter Time:0.013629913330078125 || 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-3354.318302296141 || Iter Time:0.01930999755859375 || Total time:32.47338795661926 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1679 || Clusters count: 12 || Log posterior: -3375.017745504321 || Iter Time:0.014859914779663086 || Total time:32.488247871398926 Iteration: 1680 || Clusters count: 12 || Log posterior: -3350.232131173733 || Iter Time:0.018546104431152344 || Total time:32.50679397583008 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1681 || Clusters count: 12 || Log posterior: -3368.690118143416 || Iter Time:0.014863014221191406 || Total time:32.52165699005127 Iteration: 1682 || Clusters count: 12 || Log posterior: -3339.2976494975455 || Iter Time:0.02007913589477539 || Total time:32.541736125946045 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1683 || Clusters count: 12 || Log posterior: -3371.8957292695904 || Iter Time:0.014520883560180664 || 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-3346.4032882111705 || Iter Time:0.017652034759521484 || Total time:32.822383880615234 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1701 || Clusters count: 12 || Log posterior: -3407.5788347868843 || Iter Time:0.01379704475402832 || Total time:32.83618092536926 Iteration: 1702 || Clusters count: 12 || Log posterior: -3368.530224934911 || Iter Time:0.01855301856994629 || Total time:32.85473394393921 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1703 || Clusters count: 12 || Log posterior: -3402.816052770212 || Iter Time:0.013451099395751953 || Total time:32.86818504333496 Iteration: 1704 || Clusters count: 12 || Log posterior: -3384.534036201363 || Iter Time:0.017527103424072266 || Total time:32.88571214675903 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters count: 12 || Log posterior: -3361.772969263495 || Iter Time:0.013396978378295898 || Total time:32.89910912513733 Iteration: 1706 || Clusters count: 12 || Log posterior: -3327.737416329519 || Iter Time:0.017853975296020508 || Total time:32.91696310043335 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 12 || Log posterior: -3373.7289191297414 || Iter Time:0.013746023178100586 || Total time:32.93070912361145 Iteration: 1708 || Clusters count: 12 || Log posterior: -3342.8716996094918 || Iter Time:0.016765832901000977 || Total time:32.94747495651245 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 12 || Log posterior: -3350.4015303377696 || Iter Time:0.013015031814575195 || Total time:32.960489988327026 Iteration: 1710 || Clusters count: 12 || Log posterior: -3339.6819411049532 || Iter Time:0.017055988311767578 || Total time:32.977545976638794 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1711 || 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distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1717 || Clusters count: 12 || Log posterior: -3317.818090391822 || Iter Time:0.013849973678588867 || Total time:33.10149550437927 Iteration: 1718 || Clusters count: 12 || Log posterior: -3306.2441119146833 || Iter Time:0.018043041229248047 || Total time:33.11953854560852 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1719 || Clusters count: 12 || Log posterior: -3367.501124981712 || Iter Time:0.013697147369384766 || Total time:33.133235692977905 Iteration: 1720 || Clusters count: 12 || Log posterior: -3344.838206500382 || Iter Time:0.018221139907836914 || Total time:33.15145683288574 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1721 || Clusters count: 12 || Log posterior: -3400.9936778999668 || Iter Time:0.013199806213378906 || Total time:33.16465663909912 Iteration: 1722 || Clusters count: 12 || Log posterior: 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(129 allocations: 13.195 KiB) Iteration: 1783 || Clusters count: 12 || Log posterior: -3338.565828478189 || Iter Time:0.014046907424926758 || Total time:34.195295333862305 Iteration: 1784 || Clusters count: 12 || Log posterior: -3317.7077262838616 || Iter Time:0.01787710189819336 || Total time:34.2131724357605 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 12 || Log posterior: -3371.0677530719895 || Iter Time:0.014319896697998047 || Total time:34.227492332458496 Iteration: 1786 || Clusters count: 12 || Log posterior: -3343.631346818098 || Iter Time:0.016982078552246094 || Total time:34.24447441101074 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 12 || Log posterior: -3363.6658896124786 || Iter Time:0.014284133911132812 || Total time:34.258758544921875 Iteration: 1788 || Clusters count: 12 || Log posterior: -3341.4539291554984 || Iter 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Iteration: 1794 || Clusters count: 12 || Log posterior: -3335.3544830478254 || Iter Time:0.018269062042236328 || Total time:34.37315535545349 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3348.4205430447487 || Iter Time:0.014528989791870117 || Total time:34.38768434524536 Iteration: 1796 || Clusters count: 12 || Log posterior: -3323.649905211033 || Iter Time:0.018716096878051758 || Total time:34.40640044212341 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3339.275046278143 || Iter Time:0.01381993293762207 || Total time:34.420220375061035 Iteration: 1798 || Clusters count: 12 || Log posterior: -3303.3152427112063 || Iter Time:0.01819300651550293 || Total time:34.43841338157654 Loading and distributing data: 0.000160 seconds (134 allocations: 13.352 KiB) Iteration: 1799 || Clusters count: 12 || Log posterior: -3365.1147849967924 || Iter Time:0.013890981674194336 || Total time:34.45230436325073 Iteration: 1800 || Clusters count: 12 || Log posterior: -3335.015290558247 || Iter Time:0.017776966094970703 || Total time:34.4700813293457 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1801 || Clusters count: 12 || Log posterior: -3380.285758034881 || Iter Time:0.013906002044677734 || Total time:34.48398733139038 Iteration: 1802 || Clusters count: 12 || Log posterior: -3365.9592749789444 || Iter Time:0.01816105842590332 || Total time:34.502148389816284 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1803 || Clusters count: 12 || Log posterior: -3449.9814135665333 || Iter Time:0.02085113525390625 || Total time:34.52299952507019 Iteration: 1804 || Clusters count: 12 || Log posterior: -3429.4451913275275 || Iter Time:0.024735212326049805 || Total time:34.54773473739624 Loading and distributing data: 0.000141 seconds (129 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Iteration: 1827 || Clusters count: 12 || Log posterior: -3456.023333265064 || Iter Time:0.014497041702270508 || Total time:34.934017181396484 Iteration: 1828 || Clusters count: 12 || Log posterior: -3432.909991480579 || Iter Time:0.0186460018157959 || Total time:34.95266318321228 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3405.718662709533 || Iter Time:0.015076160430908203 || Total time:34.96773934364319 Iteration: 1830 || Clusters count: 12 || Log posterior: -3388.061954800523 || Iter Time:0.01776123046875 || Total time:34.98550057411194 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3390.0937734612753 || Iter Time:0.013962984085083008 || Total time:34.99946355819702 Iteration: 1832 || Clusters count: 12 || Log posterior: -3374.885276322627 || Iter Time:0.0179901123046875 || Total time:35.01745367050171 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3385.7252567879677 || Iter Time:0.013883829116821289 || Total time:35.03133749961853 Iteration: 1834 || Clusters count: 12 || Log posterior: -3367.917611465903 || Iter Time:0.018047094345092773 || Total time:35.04938459396362 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3325.758882568515 || Iter Time:0.013782978057861328 || Total time:35.063167572021484 Iteration: 1836 || Clusters count: 12 || Log posterior: -3312.035256137329 || Iter Time:0.017902851104736328 || Total time:35.08107042312622 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3309.0481674219045 || Iter Time:0.014002084732055664 || Total time:35.095072507858276 Iteration: 1838 || Clusters count: 12 || Log posterior: -3297.0859133032454 || Iter Time:0.018010854721069336 || Total time:35.113083362579346 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3321.0634726689655 || Iter Time:0.014267921447753906 || Total time:35.1273512840271 Iteration: 1840 || Clusters count: 12 || Log posterior: -3298.7098399678775 || Iter Time:0.01877880096435547 || Total time:35.146130084991455 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3320.380780890001 || Iter Time:0.013821125030517578 || Total time:35.15995121002197 Iteration: 1842 || Clusters count: 12 || Log posterior: -3299.6241130213584 || Iter Time:0.017878055572509766 || Total time:35.17782926559448 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3310.6169047475087 || Iter Time:0.013630151748657227 || 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count: 12 || Log posterior: -3395.5013709935542 || Iter Time:0.014000892639160156 || Total time:35.2880437374115 Iteration: 1850 || Clusters count: 12 || Log posterior: -3381.7485702701197 || Iter Time:0.017472028732299805 || Total time:35.3055157661438 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3415.7298824332083 || Iter Time:0.014466047286987305 || Total time:35.319981813430786 Iteration: 1852 || Clusters count: 12 || Log posterior: -3402.271810753641 || Iter Time:0.038848161697387695 || Total time:35.358829975128174 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3361.3949579004197 || Iter Time:0.013761043548583984 || Total time:35.37259101867676 Iteration: 1854 || Clusters count: 12 || Log posterior: -3348.915085451363 || Iter Time:0.018117904663085938 || Total time:35.390708923339844 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3351.344422729693 || Iter Time:0.014081954956054688 || Total time:35.4047908782959 Iteration: 1856 || Clusters count: 12 || Log posterior: -3331.2065445623994 || Iter Time:0.018511056900024414 || Total time:35.42330193519592 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3344.225747717103 || Iter Time:0.014992952346801758 || Total time:35.438294887542725 Iteration: 1858 || Clusters count: 12 || Log posterior: -3329.003290680555 || Iter Time:0.018568038940429688 || Total time:35.456862926483154 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3342.8378739846557 || Iter Time:0.014732122421264648 || Total time:35.47159504890442 Iteration: 1860 || Clusters count: 12 || Log posterior: -3305.728532962424 || Iter Time:0.01841902732849121 || Total time:35.49001407623291 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3374.9971257568477 || Iter Time:0.014358997344970703 || Total time:35.50437307357788 Iteration: 1862 || Clusters count: 12 || Log posterior: -3348.8562026771306 || Iter Time:0.021717071533203125 || Total time:35.526090145111084 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3427.2738821450994 || Iter Time:0.014796972274780273 || Total time:35.540887117385864 Iteration: 1864 || Clusters count: 12 || Log posterior: -3397.952659535818 || Iter Time:0.01894402503967285 || Total time:35.55983114242554 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3402.4179117297767 || Iter Time:0.015377044677734375 || 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count: 12 || Log posterior: -3368.7092714363243 || Iter Time:0.013496875762939453 || Total time:35.667208194732666 Iteration: 1872 || Clusters count: 12 || Log posterior: -3344.516315850103 || Iter Time:0.016838788986206055 || Total time:35.68404698371887 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3380.76173238898 || Iter Time:0.012552022933959961 || Total time:35.69659900665283 Iteration: 1874 || Clusters count: 12 || Log posterior: -3354.9736176489496 || Iter Time:0.0169830322265625 || Total time:35.713582038879395 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3433.4758109157606 || Iter Time:0.012483835220336914 || Total time:35.72606587409973 Iteration: 1876 || Clusters count: 12 || Log posterior: -3403.8281699717763 || Iter Time:0.01697993278503418 || Total time:35.743045806884766 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3448.6624630882598 || Iter Time:0.014497995376586914 || Total time:35.75754380226135 Iteration: 1878 || Clusters count: 12 || Log posterior: -3415.829977442216 || Iter Time:0.016932964324951172 || Total time:35.774476766586304 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3436.905074446578 || Iter Time:0.012786149978637695 || Total time:35.78726291656494 Iteration: 1880 || Clusters count: 12 || Log posterior: -3403.631762831383 || Iter Time:0.01809096336364746 || Total time:35.80535387992859 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3373.7275881480964 || Iter Time:0.013458967208862305 || Total time:35.81881284713745 Iteration: 1882 || Clusters count: 12 || Log posterior: -3354.6259831352827 || Iter Time:0.017260074615478516 || Total time:35.83607292175293 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3354.549638413711 || Iter Time:0.01293492317199707 || Total time:35.84900784492493 Iteration: 1884 || Clusters count: 12 || Log posterior: -3336.639451984679 || Iter Time:0.017307043075561523 || Total time:35.86631488800049 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3384.6105489802167 || Iter Time:0.013879060745239258 || Total time:35.88019394874573 Iteration: 1886 || Clusters count: 12 || Log posterior: -3362.0965404900385 || Iter Time:0.0181729793548584 || Total time:35.898366928100586 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3389.053474426812 || Iter Time:0.014758825302124023 || Total time:35.91312575340271 Iteration: 1888 || Clusters count: 12 || Log posterior: -3369.9484841551844 || Iter Time:0.018167972564697266 || Total time:35.93129372596741 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3409.1614115503967 || Iter Time:0.03534102439880371 || Total time:35.96663475036621 Iteration: 1890 || Clusters count: 12 || Log posterior: -3384.9425616137455 || Iter Time:0.017806053161621094 || Total time:35.98444080352783 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3378.1911272101343 || Iter Time:0.013962030410766602 || Total time:35.9984028339386 Iteration: 1892 || Clusters count: 12 || Log posterior: -3364.196839468624 || Iter Time:0.01774001121520996 || Total time:36.01614284515381 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3363.189565706287 || Iter Time:0.013389825820922852 || Total time:36.02953267097473 Iteration: 1894 || Clusters count: 12 || Log posterior: -3344.135498806031 || Iter Time:0.0180361270904541 || Total time:36.047568798065186 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3373.087968416331 || Iter Time:0.015034198760986328 || Total time:36.06260299682617 Iteration: 1896 || Clusters count: 12 || Log posterior: -3362.225934646817 || Iter Time:0.018131017684936523 || Total time:36.08073401451111 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3401.4515801444736 || Iter Time:0.014150857925415039 || Total time:36.09488487243652 Iteration: 1898 || Clusters count: 12 || Log posterior: -3382.7309008095267 || Iter Time:0.018096923828125 || Total time:36.11298179626465 Loading and distributing 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Iter Time:0.018702030181884766 || Total time:36.21021342277527 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3347.2510025142465 || Iter Time:0.014342069625854492 || Total time:36.22455549240112 Iteration: 1906 || Clusters count: 12 || Log posterior: -3322.5569069044636 || Iter Time:0.017948150634765625 || Total time:36.24250364303589 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3400.7498930525844 || Iter Time:0.01411294937133789 || Total time:36.25661659240723 Iteration: 1908 || Clusters count: 12 || Log posterior: -3376.3841427782136 || Iter Time:0.018265962600708008 || Total time:36.274882555007935 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3365.276438412901 || Iter Time:0.013067960739135742 || Total time:36.28795051574707 Iteration: 1910 || Clusters count: 12 || Log posterior: -3355.0417401819764 || Iter Time:0.018227100372314453 || Total time:36.306177616119385 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3389.1290965029257 || Iter Time:0.01361703872680664 || Total time:36.31979465484619 Iteration: 1912 || Clusters count: 12 || Log posterior: -3357.0750176513397 || Iter Time:0.016543149948120117 || Total time:36.33633780479431 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3393.6881752580302 || Iter Time:0.014128923416137695 || Total time:36.35046672821045 Iteration: 1914 || Clusters count: 12 || Log posterior: -3365.68147485084 || Iter Time:0.01725482940673828 || Total time:36.36772155761719 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3346.975863973112 || Iter Time:0.01425480842590332 || Total time:36.38197636604309 Iteration: 1916 || Clusters count: 12 || Log posterior: -3324.9249358013026 || Iter Time:0.019083023071289062 || Total time:36.40105938911438 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3368.393272952522 || Iter Time:0.014458894729614258 || Total time:36.415518283843994 Iteration: 1918 || Clusters count: 12 || Log posterior: -3352.2408394842228 || Iter Time:0.01847696304321289 || Total time:36.43399524688721 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3385.9397739961532 || Iter Time:0.015344858169555664 || Total time:36.44934010505676 Iteration: 1920 || Clusters count: 12 || Log posterior: -3338.873220343141 || Iter Time:0.018008947372436523 || Total time:36.4673490524292 Loading and distributing data: 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Time:0.03940892219543457 || Total time:36.58825969696045 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3352.381804297791 || Iter Time:0.01419520378112793 || Total time:36.60245490074158 Iteration: 1928 || Clusters count: 12 || Log posterior: -3324.2276807173334 || Iter Time:0.01873922348022461 || Total time:36.6211941242218 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3399.2413178236043 || Iter Time:0.01476907730102539 || Total time:36.63596320152283 Iteration: 1930 || Clusters count: 12 || Log posterior: -3364.8583999160305 || Iter Time:0.01865696907043457 || Total time:36.65462017059326 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3413.6115307789632 || Iter Time:0.014324188232421875 || Total time:36.668944358825684 Iteration: 1932 || Clusters count: 12 || Log posterior: -3391.0727752846183 || Iter Time:0.0177459716796875 || Total time:36.68669033050537 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3358.1823475172337 || Iter Time:0.014156103134155273 || Total time:36.700846433639526 Iteration: 1934 || Clusters count: 12 || Log posterior: -3347.0845173027965 || Iter Time:0.01790595054626465 || Total time:36.71875238418579 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3339.8052474906817 || Iter Time:0.013406038284301758 || Total time:36.73215842247009 Iteration: 1936 || Clusters count: 12 || Log posterior: -3311.7561059892437 || Iter Time:0.017360925674438477 || Total time:36.74951934814453 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3307.8968788603083 || Iter Time:0.013876914978027344 || Total time:36.76339626312256 Iteration: 1938 || Clusters count: 12 || Log posterior: -3293.070935777572 || Iter Time:0.0169069766998291 || Total time:36.78030323982239 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3379.0868537675588 || Iter Time:0.012546062469482422 || Total time:36.79284930229187 Iteration: 1940 || Clusters count: 12 || Log posterior: -3348.0984606426914 || Iter Time:0.017081022262573242 || Total time:36.80993032455444 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3378.5904698010636 || Iter Time:0.012567996978759766 || Total time:36.8224983215332 Iteration: 1942 || Clusters count: 12 || Log posterior: -3365.0480632295175 || Iter Time:0.016484975814819336 || Total time:36.83898329734802 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3335.019324657995 || Iter Time:0.012619972229003906 || Total time:36.851603269577026 Iteration: 1944 || Clusters count: 12 || Log posterior: -3326.552621445206 || Iter Time:0.016798973083496094 || Total time:36.86840224266052 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3333.628618434614 || Iter Time:0.01241302490234375 || Total time:36.880815267562866 Iteration: 1946 || Clusters count: 12 || Log posterior: -3327.402542756556 || Iter Time:0.016848087310791016 || Total time:36.89766335487366 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3374.5343188530774 || Iter Time:0.014436960220336914 || Total time:36.912100315093994 Iteration: 1948 || Clusters count: 12 || Log posterior: -3352.2934008996267 || Iter Time:0.01768803596496582 || Total time:36.92978835105896 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3388.358609549348 || Iter Time:0.014238834381103516 || Total time:36.94402718544006 Iteration: 1950 || Clusters count: 12 || Log posterior: -3353.987311412098 || Iter Time:0.01779913902282715 || Total time:36.96182632446289 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3392.8219546018604 || Iter Time:0.013478994369506836 || Total time:36.9753053188324 Iteration: 1952 || Clusters count: 12 || Log posterior: -3382.4484054138347 || Iter Time:0.01672983169555664 || Total time:36.992035150527954 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3356.7623575879607 || Iter Time:0.011933088302612305 || Total time:37.003968238830566 Iteration: 1954 || Clusters count: 12 || Log posterior: -3336.555743049309 || Iter Time:0.017241954803466797 || Total time:37.02121019363403 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3328.6258084058572 || Iter Time:0.013011932373046875 || Total time:37.03422212600708 Iteration: 1956 || Clusters count: 12 || Log posterior: -3318.802989327828 || Iter Time:0.016707897186279297 || Total time:37.05093002319336 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3344.4188195682814 || Iter Time:0.013571023941040039 || Total time:37.0645010471344 Iteration: 1958 || Clusters count: 12 || Log posterior: -3322.6651813913177 || Iter Time:0.016276836395263672 || Total time:37.08077788352966 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3373.638107643375 || Iter Time:0.012276887893676758 || Total time:37.09305477142334 Iteration: 1960 || Clusters count: 12 || Log posterior: -3361.576144833094 || Iter Time:0.015330791473388672 || Total time:37.10838556289673 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3383.414681127739 || Iter Time:0.013165950775146484 || Total time:37.121551513671875 Iteration: 1962 || Clusters count: 12 || Log posterior: -3360.492529833298 || Iter Time:0.01667308807373047 || Total time:37.138224601745605 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3391.240964346371 || Iter Time:0.013711929321289062 || Total time:37.151936531066895 Iteration: 1964 || Clusters count: 12 || Log posterior: -3353.687015281034 || Iter Time:0.03745293617248535 || Total time:37.18938946723938 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3336.813076997831 || Iter Time:0.013041019439697266 || Total time:37.20243048667908 Iteration: 1966 || Clusters count: 12 || Log posterior: -3325.473147847944 || Iter Time:0.01646900177001953 || Total time:37.2188994884491 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3352.597490011989 || Iter Time:0.01292109489440918 || Total time:37.231820583343506 Iteration: 1968 || Clusters count: 12 || Log posterior: -3313.830424294258 || Iter Time:0.016972064971923828 || Total time:37.24879264831543 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3346.4750064985565 || Iter Time:0.013092041015625 || Total time:37.261884689331055 Iteration: 1970 || Clusters count: 12 || Log posterior: -3323.5823138554147 || Iter Time:0.01567697525024414 || Total time:37.2775616645813 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3402.4079346198528 || Iter Time:0.011837959289550781 || Total time:37.28939962387085 Iteration: 1972 || Clusters count: 12 || Log posterior: -3381.8841929350365 || Iter Time:0.016811847686767578 || Total time:37.30621147155762 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3401.247628267631 || Iter Time:0.014514923095703125 || Total time:37.32072639465332 Iteration: 1974 || Clusters count: 12 || Log posterior: -3365.0382702585093 || Iter Time:0.01701498031616211 || Total time:37.33774137496948 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3385.9191318532216 || Iter Time:0.012930870056152344 || Total time:37.350672245025635 Iteration: 1976 || Clusters count: 12 || Log posterior: -3367.0895466910697 || Iter Time:0.01683807373046875 || Total time:37.3675103187561 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3361.568732055038 || Iter Time:0.012810945510864258 || Total time:37.38032126426697 Iteration: 1978 || Clusters count: 12 || Log posterior: -3334.2760284529227 || Iter Time:0.01703810691833496 || Total time:37.3973593711853 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3311.9880788993014 || Iter Time:0.012331962585449219 || Total time:37.40969133377075 Iteration: 1980 || Clusters count: 12 || Log posterior: -3265.815681075563 || Iter Time:0.01707601547241211 || Total time:37.426767349243164 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3329.65489113411 || Iter Time:0.011810064315795898 || Total time:37.43857741355896 Iteration: 1982 || Clusters count: 12 || Log posterior: -3284.8013071923524 || Iter Time:0.01661086082458496 || Total time:37.455188274383545 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3379.116254251375 || Iter Time:0.01302790641784668 || Total time:37.46821618080139 Iteration: 1984 || Clusters count: 12 || Log posterior: -3341.9732158631214 || Iter Time:0.01675105094909668 || Total time:37.48496723175049 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3392.1156102727537 || Iter Time:0.014222145080566406 || Total time:37.499189376831055 Iteration: 1986 || Clusters count: 12 || Log posterior: -3360.565288516047 || Iter Time:0.018307924270629883 || Total time:37.517497301101685 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3345.921044587586 || Iter Time:0.013757944107055664 || Total time:37.53125524520874 Iteration: 1988 || Clusters count: 12 || Log posterior: -3330.6676020476025 || Iter Time:0.018188953399658203 || Total time:37.5494441986084 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3337.1032089304963 || Iter Time:0.014173030853271484 || Total time:37.56361722946167 Iteration: 1990 || Clusters count: 12 || Log posterior: -3317.79038901003 || Iter Time:0.016926050186157227 || Total time:37.58054327964783 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3386.8417550001273 || Iter Time:0.013278961181640625 || Total time:37.59382224082947 Iteration: 1992 || Clusters count: 12 || Log posterior: -3361.082103297359 || Iter Time:0.017321109771728516 || Total time:37.611143350601196 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3398.3206182290414 || Iter Time:0.013077974319458008 || Total time:37.624221324920654 Iteration: 1994 || Clusters count: 12 || Log posterior: -3368.491603937565 || Iter Time:0.017189979553222656 || Total time:37.64141130447388 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3392.016439019484 || Iter Time:0.012543916702270508 || Total time:37.65395522117615 Iteration: 1996 || Clusters count: 12 || Log posterior: -3371.441339761342 || Iter Time:0.016899824142456055 || Total time:37.6708550453186 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3392.8907623199316 || Iter Time:0.012907028198242188 || Total time:37.683762073516846 Iteration: 1998 || Clusters count: 12 || Log posterior: -3383.6800232427763 || Iter Time:0.017220020294189453 || Total time:37.700982093811035 Loading and distributing data: 0.000169 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3384.7391365243006 || Iter Time:0.014692068099975586 || Total time:37.71567416191101 Iteration: 2000 || Clusters count: 12 || Log posterior: -3341.173638665482 || Iter Time:0.01888108253479004 || Total time:37.7345552444458 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3368.055524373518 || Iter Time:0.014360904693603516 || Total time:37.748916149139404 Iteration: 2002 || Clusters count: 12 || Log posterior: -3344.8114280647114 || Iter Time:0.0400540828704834 || Total time:37.78897023200989 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3404.9411278552147 || Iter Time:0.014191150665283203 || Total time:37.80316138267517 Iteration: 2004 || Clusters count: 12 || Log posterior: -3359.9200926294648 || Iter Time:0.01799607276916504 || Total time:37.821157455444336 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3342.1995686685596 || Iter Time:0.014402151107788086 || Total time:37.835559606552124 Iteration: 2006 || Clusters count: 12 || Log posterior: -3333.6109917382237 || Iter Time:0.01785898208618164 || Total time:37.853418588638306 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3356.530719748615 || Iter Time:0.01312112808227539 || Total time:37.86653971672058 Iteration: 2008 || Clusters count: 12 || Log posterior: -3332.065083782754 || Iter Time:0.01679706573486328 || Total time:37.883336782455444 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3346.6674901594492 || Iter Time:0.013080835342407227 || Total time:37.89641761779785 Iteration: 2010 || Clusters count: 12 || Log posterior: -3304.202415064963 || Iter Time:0.016888856887817383 || Total time:37.91330647468567 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3303.230672178048 || Iter Time:0.012241125106811523 || Total time:37.92554759979248 Iteration: 2012 || Clusters count: 12 || Log posterior: -3289.927270710548 || Iter Time:0.016746997833251953 || Total time:37.94229459762573 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3322.4649895353255 || Iter Time:0.012600898742675781 || Total time:37.95489549636841 Iteration: 2014 || Clusters count: 12 || Log posterior: -3304.7006219918885 || Iter Time:0.017336130142211914 || Total time:37.97223162651062 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3325.390460481477 || Iter Time:0.013888120651245117 || Total time:37.986119747161865 Iteration: 2016 || Clusters count: 12 || Log posterior: -3309.5982433009535 || Iter Time:0.01797199249267578 || Total time:38.00409173965454 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3334.873127336263 || Iter Time:0.013773918151855469 || Total time:38.0178656578064 Iteration: 2018 || Clusters count: 12 || Log posterior: -3309.1194075907915 || Iter Time:0.018020153045654297 || Total time:38.03588581085205 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3311.666600991978 || Iter Time:0.013616085052490234 || Total time:38.04950189590454 Iteration: 2020 || Clusters count: 12 || Log posterior: -3300.913922842336 || Iter Time:0.017145872116088867 || Total time:38.06664776802063 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3333.658868246307 || Iter Time:0.01330113410949707 || Total time:38.07994890213013 Iteration: 2022 || Clusters count: 12 || Log posterior: -3315.659726206706 || Iter Time:0.017381906509399414 || Total time:38.097330808639526 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3346.8154102219582 || Iter Time:0.014569997787475586 || Total time:38.111900806427 Iteration: 2024 || Clusters count: 12 || Log posterior: -3336.436399450508 || Iter Time:0.018626928329467773 || Total time:38.13052773475647 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3369.051698757256 || Iter Time:0.014183998107910156 || Total time:38.14471173286438 Iteration: 2026 || Clusters count: 12 || Log posterior: -3332.1665299227584 || Iter Time:0.018545866012573242 || Total time:38.16325759887695 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3349.2749618187477 || Iter Time:0.014661788940429688 || Total time:38.17791938781738 Iteration: 2028 || Clusters count: 12 || Log posterior: -3336.258516735015 || Iter Time:0.017988920211791992 || Total time:38.195908308029175 Avg NMI: 0.8921438745813479 Full NMI: 0.8609794302417288 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m31.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.78s PkgEval succeeded after 392.81s