Package evaluation to test DPMMSubClustersStreaming on Julia 1.11.7 (58327cce5e*) started at 2025-10-28T22:44:28.906 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.41s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.11/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.66 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [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 v1.11.0 [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 v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.81s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 83.14s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_rT9LJr/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.66 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_rT9LJr/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.66 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [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 v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.868931 seconds (556.58 k allocations: 33.593 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:18.18862819671631 || Total time:18.18862819671631 Iteration: 1 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.0057909488677978516 || Total time:18.194419145584106 Iteration: 2 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.0055141448974609375 || Total time:18.199933290481567 Iteration: 3 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.005349874496459961 || Total time:18.205283164978027 Iteration: 4 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.005341053009033203 || Total time:18.21062421798706 Iteration: 5 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.005304813385009766 || Total time:18.21592903137207 Iteration: 6 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.005810976028442383 || Total time:18.221740007400513 Iteration: 7 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.005945920944213867 || Total time:18.227685928344727 Iteration: 8 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.006072044372558594 || Total time:18.233757972717285 Iteration: 9 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.006050825119018555 || Total time:18.239808797836304 Iteration: 10 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.006003141403198242 || Total time:18.245811939239502 Iteration: 11 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.006129026412963867 || Total time:18.251940965652466 Iteration: 12 || Clusters count: 1 || Log posterior: -233210.16298629093 || Iter Time:0.006039142608642578 || Total time:18.25798010826111 Iteration: 13 || Clusters count: 2 || Log posterior: -232971.4976348134 || Iter Time:3.184117078781128 || Total time:21.442097187042236 Iteration: 14 || Clusters count: 2 || Log posterior: -232921.89274750775 || Iter Time:0.005734920501708984 || Total time:21.447832107543945 Iteration: 15 || Clusters count: 2 || Log posterior: -232938.67021621502 || Iter Time:0.005694866180419922 || Total time:21.453526973724365 Iteration: 16 || Clusters count: 2 || Log posterior: -232903.60670162734 || Iter Time:0.0374140739440918 || Total time:21.490941047668457 Iteration: 17 || Clusters count: 2 || Log posterior: -232906.76557124237 || Iter Time:0.005577802658081055 || Total time:21.496518850326538 Iteration: 18 || Clusters count: 2 || Log posterior: -232939.3504860419 || Iter Time:0.0055658817291259766 || Total time:21.502084732055664 Iteration: 19 || Clusters count: 2 || Log posterior: -232919.84889597542 || Iter Time:0.005625009536743164 || Total time:21.507709741592407 Iteration: 20 || Clusters count: 2 || Log posterior: -232835.0893161098 || Iter Time:1.7147259712219238 || Total time:23.22243571281433 Loading and distributing data: 0.000898 seconds (129 allocations: 396.180 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232993.77517009832 || Iter Time:0.07095098495483398 || Total time:23.293386697769165 Iteration: 22 || Clusters count: 2 || Log posterior: -232942.45200623892 || Iter Time:0.005671024322509766 || Total time:23.299057722091675 Iteration: 23 || Clusters count: 2 || Log posterior: -232937.2483651802 || Iter Time:0.005593061447143555 || Total time:23.30465078353882 Iteration: 24 || Clusters count: 2 || Log posterior: -232924.26675357873 || Iter Time:0.00562596321105957 || Total time:23.310276746749878 Iteration: 25 || Clusters count: 2 || Log posterior: -232927.89228528633 || Iter Time:0.005526065826416016 || Total time:23.315802812576294 Iteration: 26 || Clusters count: 2 || Log posterior: -232917.13950623892 || Iter Time:0.005506038665771484 || Total time:23.321308851242065 Iteration: 27 || Clusters count: 2 || Log posterior: -232917.46763123892 || Iter Time:0.005719184875488281 || Total time:23.327028036117554 Iteration: 28 || Clusters count: 3 || Log posterior: -232708.2963273452 || Iter Time:0.007019996643066406 || Total time:23.33404803276062 Iteration: 29 || Clusters count: 3 || Log posterior: -232625.05755709874 || Iter Time:0.005942106246948242 || Total time:23.33999013900757 Iteration: 30 || Clusters count: 3 || Log posterior: -232609.9938652492 || Iter Time:0.0057849884033203125 || Total time:23.34577512741089 Iteration: 31 || Clusters count: 3 || Log posterior: -232615.1189451357 || Iter Time:0.0058438777923583984 || Total time:23.351619005203247 Iteration: 32 || Clusters count: 3 || Log posterior: -232601.70677492977 || Iter Time:0.03338193893432617 || Total time:23.385000944137573 Iteration: 33 || Clusters count: 3 || Log posterior: -232609.9217930316 || Iter Time:0.005800008773803711 || Total time:23.390800952911377 Iteration: 34 || Clusters count: 4 || Log posterior: -232294.6196633832 || Iter Time:0.008115053176879883 || Total time:23.398916006088257 Iteration: 35 || Clusters count: 4 || Log posterior: -232187.13943229135 || Iter Time:0.0062198638916015625 || Total time:23.40513586997986 Iteration: 36 || Clusters count: 4 || Log posterior: -232098.59343747832 || Iter Time:0.006170988082885742 || Total time:23.411306858062744 Iteration: 37 || Clusters count: 4 || Log posterior: -232061.88531693103 || Iter Time:0.006301164627075195 || Total time:23.41760802268982 Iteration: 38 || Clusters count: 4 || Log posterior: -232042.10906615938 || Iter Time:0.006782054901123047 || Total time:23.424390077590942 Iteration: 39 || Clusters count: 4 || Log posterior: -231970.77601758362 || Iter Time:0.006556987762451172 || Total time:23.430947065353394 Iteration: 40 || Clusters count: 4 || Log posterior: -231927.5072132491 || Iter Time:0.006264925003051758 || Total time:23.437211990356445 Iteration: 41 || Clusters count: 4 || Log posterior: -231879.43582388136 || Iter Time:0.006101131439208984 || Total time:23.443313121795654 Loading and distributing data: 0.000761 seconds (129 allocations: 396.180 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261813.5777335484 || Iter Time:0.04410600662231445 || Total time:23.48741912841797 Iteration: 43 || Clusters count: 4 || Log posterior: -261784.87989513014 || Iter Time:0.006279945373535156 || Total time:23.493699073791504 Iteration: 44 || Clusters count: 4 || Log posterior: -261768.265067983 || Iter Time:0.006516933441162109 || Total time:23.500216007232666 Iteration: 45 || Clusters count: 4 || Log posterior: -261799.27750471848 || Iter Time:0.0062999725341796875 || Total time:23.506515979766846 Iteration: 46 || Clusters count: 4 || Log posterior: -261791.12466584847 || Iter Time:0.006229877471923828 || Total time:23.51274585723877 Iteration: 47 || Clusters count: 4 || Log posterior: -261778.0038168422 || Iter Time:0.027884960174560547 || Total time:23.54063081741333 Iteration: 48 || Clusters count: 4 || Log posterior: -261816.5052507358 || Iter Time:0.006613969802856445 || Total time:23.547244787216187 Iteration: 49 || Clusters count: 4 || Log posterior: -261810.54012021024 || Iter Time:0.006222963333129883 || Total time:23.553467750549316 Iteration: 50 || Clusters count: 5 || Log posterior: -261349.29327731984 || Iter Time:0.007555961608886719 || Total time:23.561023712158203 Iteration: 51 || Clusters count: 5 || Log posterior: -261285.24868675624 || Iter Time:0.006568193435668945 || Total time:23.567591905593872 Iteration: 52 || Clusters count: 5 || Log posterior: -261265.85593646584 || Iter Time:0.006613969802856445 || Total time:23.57420587539673 Iteration: 53 || Clusters count: 5 || Log posterior: -261279.45726874936 || Iter Time:0.006531953811645508 || Total time:23.580737829208374 Iteration: 54 || Clusters count: 6 || Log posterior: -260997.65642556618 || Iter Time:0.008674144744873047 || Total time:23.589411973953247 Iteration: 55 || Clusters count: 7 || Log posterior: -260514.30244259725 || Iter Time:0.008275032043457031 || Total time:23.597687005996704 Iteration: 56 || Clusters count: 7 || Log posterior: -260517.66255794236 || Iter Time:0.0073549747467041016 || Total time:23.605041980743408 Iteration: 57 || Clusters count: 7 || Log posterior: -260459.88995233068 || Iter Time:0.0073299407958984375 || Total time:23.612371921539307 Iteration: 58 || Clusters count: 7 || Log posterior: -260495.79097689933 || Iter Time:0.007459878921508789 || Total time:23.619831800460815 Iteration: 59 || Clusters count: 7 || Log posterior: -260454.25639285918 || Iter Time:0.0073947906494140625 || Total time:23.62722659111023 Iteration: 60 || Clusters count: 7 || Log posterior: -260451.21907820503 || Iter Time:0.007295131683349609 || Total time:23.63452172279358 Iteration: 61 || Clusters count: 7 || Log posterior: -260464.47818665183 || Iter Time:0.007242918014526367 || Total time:23.641764640808105 Iteration: 62 || Clusters count: 7 || Log posterior: -260391.84797063432 || Iter Time:0.01973414421081543 || Total time:23.66149878501892 Loading and distributing data: 0.000787 seconds (129 allocations: 396.180 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260373.66066389706 || Iter Time:0.007599830627441406 || Total time:23.669098615646362 Iteration: 64 || Clusters count: 7 || Log posterior: -260297.00566701038 || Iter Time:0.007406949996948242 || Total time:23.67650556564331 Iteration: 65 || Clusters count: 8 || Log posterior: -259977.65050715138 || Iter Time:1.0301010608673096 || Total time:24.70660662651062 Iteration: 66 || Clusters count: 8 || Log posterior: -259910.61771304862 || Iter Time:0.00805211067199707 || Total time:24.714658737182617 Iteration: 67 || Clusters count: 8 || Log posterior: -259897.19246441146 || Iter Time:0.007966041564941406 || Total time:24.72262477874756 Iteration: 68 || Clusters count: 8 || Log posterior: -259896.96274614113 || Iter Time:0.00791788101196289 || Total time:24.73054265975952 Iteration: 69 || Clusters count: 10 || Log posterior: -259388.99433543594 || Iter Time:0.010093927383422852 || Total time:24.740636587142944 Iteration: 70 || Clusters count: 11 || Log posterior: -258940.410660647 || Iter Time:0.009602785110473633 || Total time:24.750239372253418 Iteration: 71 || Clusters count: 11 || Log posterior: -258859.92940755052 || Iter Time:0.023425817489624023 || Total time:24.773665189743042 Iteration: 72 || Clusters count: 11 || Log posterior: -258842.22202783675 || Iter Time:0.022153854370117188 || Total time:24.79581904411316 Iteration: 73 || Clusters count: 11 || Log posterior: -258833.31415343736 || Iter Time:0.009049177169799805 || Total time:24.80486822128296 Iteration: 74 || Clusters count: 11 || Log posterior: -258826.68023651253 || Iter Time:0.009727001190185547 || Total time:24.814595222473145 Iteration: 75 || Clusters count: 11 || Log posterior: -258820.62790792045 || Iter Time:0.009243965148925781 || Total time:24.82383918762207 Iteration: 76 || Clusters count: 11 || Log posterior: -258807.23057154994 || Iter Time:0.00913381576538086 || Total time:24.83297300338745 Iteration: 77 || Clusters count: 11 || Log posterior: -258816.32733141477 || Iter Time:0.009054899215698242 || Total time:24.84202790260315 Iteration: 78 || Clusters count: 11 || Log posterior: -258837.89630294323 || Iter Time:0.008896827697753906 || Total time:24.850924730300903 Iteration: 79 || Clusters count: 11 || Log posterior: -258849.6998192091 || Iter Time:0.009177923202514648 || Total time:24.860102653503418 Iteration: 80 || Clusters count: 11 || Log posterior: -258812.94033182014 || Iter Time:0.020164012908935547 || Total time:24.880266666412354 Iteration: 81 || Clusters count: 11 || Log posterior: -258823.71923727824 || Iter Time:0.009786844253540039 || Total time:24.890053510665894 Iteration: 82 || Clusters count: 11 || Log posterior: -258830.87035787033 || Iter Time:0.00946497917175293 || Total time:24.899518489837646 Iteration: 83 || Clusters count: 11 || Log posterior: -258788.5016589545 || Iter Time:0.00923299789428711 || Total time:24.908751487731934 Loading and distributing data: 0.000801 seconds (129 allocations: 396.180 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257582.23581504772 || Iter Time:0.013123035430908203 || Total time:24.921874523162842 Iteration: 85 || Clusters count: 17 || Log posterior: -256519.59276198418 || Iter Time:0.012562990188598633 || Total time:24.93443751335144 Iteration: 86 || Clusters count: 17 || Log posterior: -256448.60319385034 || Iter Time:0.011317014694213867 || Total time:24.945754528045654 Iteration: 87 || Clusters count: 17 || Log posterior: -256431.71172365246 || Iter Time:0.014427900314331055 || Total time:24.960182428359985 Iteration: 88 || Clusters count: 17 || Log posterior: -256423.6848319609 || Iter Time:0.011149883270263672 || Total time:24.97133231163025 Iteration: 89 || Clusters count: 17 || Log posterior: -256416.1461496006 || Iter Time:0.011037111282348633 || Total time:24.982369422912598 Iteration: 90 || Clusters count: 17 || Log posterior: -256412.59835255807 || Iter Time:0.011106014251708984 || Total time:24.993475437164307 Iteration: 91 || Clusters count: 17 || Log posterior: -256405.03687492566 || Iter Time:0.014129877090454102 || Total time:25.00760531425476 Iteration: 92 || Clusters count: 17 || Log posterior: -256410.58971434072 || Iter Time:0.011253118515014648 || Total time:25.018858432769775 Iteration: 93 || Clusters count: 17 || Log posterior: -256411.49007327986 || Iter Time:0.011222124099731445 || Total time:25.030080556869507 Iteration: 94 || Clusters count: 17 || Log posterior: -256406.75504991898 || Iter Time:0.011401176452636719 || Total time:25.041481733322144 Iteration: 95 || Clusters count: 17 || Log posterior: -256414.9698423239 || Iter Time:0.013926982879638672 || Total time:25.055408716201782 Iteration: 96 || Clusters count: 17 || Log posterior: -256421.43992120776 || Iter Time:0.011219024658203125 || Total time:25.066627740859985 Iteration: 97 || Clusters count: 17 || Log posterior: -256411.1202662085 || Iter Time:0.011240005493164062 || Total time:25.07786774635315 Iteration: 98 || Clusters count: 17 || Log posterior: -256415.05284300313 || Iter Time:0.013837814331054688 || Total time:25.091705560684204 Iteration: 99 || Clusters count: 17 || Log posterior: -256418.22172254144 || Iter Time:0.013850927352905273 || Total time:25.10555648803711 Iteration: 100 || Clusters count: 17 || Log posterior: -256413.20561478083 || Iter Time:0.016891956329345703 || Total time:25.122448444366455 Iteration: 101 || Clusters count: 17 || Log posterior: -256417.0889286294 || Iter Time:0.021199941635131836 || Total time:25.143648386001587 Iteration: 102 || Clusters count: 17 || Log posterior: -256424.2197132434 || Iter Time:0.020451068878173828 || Total time:25.16409945487976 Iteration: 103 || Clusters count: 17 || Log posterior: -256430.9976482138 || Iter Time:0.01930403709411621 || Total time:25.183403491973877 Iteration: 104 || Clusters count: 17 || Log posterior: -256409.87833930732 || Iter Time:0.020287036895751953 || Total time:25.20369052886963 Loading and distributing data: 0.000801 seconds (129 allocations: 396.180 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -256321.42919667604 || Iter Time:0.0194549560546875 || Total time:25.223145484924316 Iteration: 106 || Clusters count: 19 || Log posterior: -256177.7575764263 || Iter Time:0.02072000503540039 || Total time:25.243865489959717 Iteration: 107 || Clusters count: 19 || Log posterior: -256153.77787432895 || Iter Time:0.018053054809570312 || Total time:25.261918544769287 Iteration: 108 || Clusters count: 19 || Log posterior: -256148.31322990646 || Iter Time:0.0207369327545166 || Total time:25.282655477523804 Iteration: 109 || Clusters count: 19 || Log posterior: -256151.8643427316 || Iter Time:0.01817798614501953 || Total 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time:25.587982654571533 Iteration: 124 || Clusters count: 19 || Log posterior: -256150.44407000154 || Iter Time:0.022044897079467773 || Total time:25.610027551651 Iteration: 125 || Clusters count: 19 || Log posterior: -256147.62587991302 || Iter Time:0.02247905731201172 || Total time:25.632506608963013 Loading and distributing data: 0.000813 seconds (129 allocations: 396.180 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255611.10448226292 || Iter Time:0.021246910095214844 || Total time:25.653753519058228 Iteration: 127 || Clusters count: 20 || Log posterior: -255533.22825438785 || Iter Time:0.02302694320678711 || Total time:25.676780462265015 Iteration: 128 || Clusters count: 20 || Log posterior: -255524.1618269494 || Iter Time:0.02053093910217285 || Total time:25.697311401367188 Iteration: 129 || Clusters count: 20 || Log posterior: -255526.19651037815 || Iter Time:0.02018904685974121 || Total time:25.71750044822693 Iteration: 130 || Clusters count: 20 || Log posterior: -255522.03753557848 || Iter Time:0.02042102813720703 || Total time:25.737921476364136 Iteration: 131 || Clusters count: 20 || Log posterior: -255523.66176527788 || Iter Time:0.020411014556884766 || Total time:25.75833249092102 Iteration: 132 || Clusters count: 20 || Log posterior: -255535.2125339186 || Iter Time:0.023118019104003906 || Total time:25.781450510025024 Iteration: 133 || Clusters count: 20 || Log posterior: -255527.8082989218 || Iter Time:0.020448923110961914 || Total time:25.801899433135986 Iteration: 134 || Clusters count: 20 || Log posterior: -255526.0278235369 || Iter Time:0.0238800048828125 || Total time:25.8257794380188 Iteration: 135 || Clusters count: 20 || Log posterior: -255526.9481627958 || Iter Time:0.020452022552490234 || Total time:25.84623146057129 Iteration: 136 || Clusters count: 20 || Log posterior: -255530.15572032784 || Iter Time:0.02324080467224121 || Total time:25.86947226524353 Iteration: 137 || Clusters count: 20 || Log posterior: -255524.16966331427 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Time:0.02341914176940918 || Total time:26.051597595214844 Iteration: 145 || Clusters count: 20 || Log posterior: -255539.86534594354 || Iter Time:0.026170969009399414 || Total time:26.077768564224243 Iteration: 146 || Clusters count: 20 || Log posterior: -255522.9793260715 || Iter Time:0.02166604995727539 || Total time:26.09943461418152 Loading and distributing data: 0.000806 seconds (129 allocations: 396.180 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255582.18911321159 || Iter Time:0.026037216186523438 || Total time:26.125471830368042 Iteration: 148 || Clusters count: 20 || Log posterior: -255561.24662774417 || Iter Time:0.022171974182128906 || Total time:26.14764380455017 Iteration: 149 || Clusters count: 20 || Log posterior: -255561.84610720334 || Iter Time:0.025231122970581055 || Total time:26.172874927520752 Iteration: 150 || Clusters count: 20 || Log posterior: -255561.132245138 || Iter Time:0.02279210090637207 || Total time:26.195667028427124 Iteration: 151 || Clusters count: 20 || Log posterior: -255565.5983650418 || Iter Time:0.025103092193603516 || Total time:26.220770120620728 Iteration: 152 || Clusters count: 20 || Log posterior: -255565.6842002001 || Iter Time:0.022244930267333984 || Total time:26.24301505088806 Iteration: 153 || Clusters count: 20 || Log posterior: -255559.85395656142 || Iter Time:0.02491903305053711 || Total time:26.2679340839386 Iteration: 154 || Clusters count: 20 || Log posterior: -255558.33587794437 || Iter Time:0.022457122802734375 || Total time:26.290391206741333 Iteration: 155 || Clusters count: 20 || Log posterior: -255564.42400933578 || Iter Time:0.025282859802246094 || Total time:26.31567406654358 Iteration: 156 || Clusters count: 20 || Log posterior: -255560.32041618176 || Iter Time:0.02311396598815918 || Total time:26.33878803253174 Iteration: 157 || Clusters count: 20 || Log posterior: -255561.37820325748 || Iter Time:0.024910926818847656 || Total time:26.363698959350586 Iteration: 158 || Clusters count: 20 || Log posterior: -255566.73549814595 || Iter Time:0.022475004196166992 || Total time:26.386173963546753 Iteration: 159 || Clusters count: 20 || Log posterior: -255560.98722607625 || Iter Time:0.02232503890991211 || Total time:26.408499002456665 Iteration: 160 || Clusters count: 20 || Log posterior: -255559.05110793354 || Iter Time:0.025323867797851562 || Total time:26.433822870254517 Iteration: 161 || Clusters count: 20 || Log posterior: -255566.63572511624 || Iter Time:0.0224301815032959 || Total time:26.456253051757812 Iteration: 162 || Clusters count: 20 || Log posterior: -255562.31839392954 || Iter Time:0.026323795318603516 || Total time:26.482576847076416 Iteration: 163 || Clusters count: 20 || Log posterior: -255568.35803565982 || Iter Time:0.02347087860107422 || Total time:26.50604772567749 Iteration: 164 || Clusters count: 20 || Log posterior: -255565.45970689325 || Iter Time:0.026058197021484375 || Total time:26.532105922698975 Iteration: 165 || Clusters count: 20 || Log posterior: -255565.26010706378 || Iter Time:0.02326512336730957 || Total time:26.555371046066284 Iteration: 166 || Clusters count: 20 || Log posterior: -255556.66372496856 || Iter Time:0.02652907371520996 || Total time:26.581900119781494 Iteration: 167 || Clusters count: 20 || Log posterior: -255554.655682358 || Iter Time:0.02154707908630371 || Total time:26.603447198867798 Loading and distributing data: 0.000793 seconds (129 allocations: 396.180 KiB) Iteration: 168 || Clusters count: 21 || Log posterior: -255686.08985551406 || Iter Time:0.025187015533447266 || Total time:26.628634214401245 Iteration: 169 || Clusters count: 21 || Log posterior: -255674.67671502536 || Iter Time:0.021357059478759766 || Total time:26.649991273880005 Iteration: 170 || Clusters count: 21 || Log posterior: -255677.78603970108 || Iter Time:0.024432897567749023 || Total time:26.674424171447754 Iteration: 171 || Clusters count: 21 || Log posterior: -255673.34681916353 || Iter Time:0.021672964096069336 || Total 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time:27.024182558059692 Iteration: 186 || Clusters count: 21 || Log posterior: -255667.24703719158 || Iter Time:0.02636885643005371 || Total time:27.050551414489746 Iteration: 187 || Clusters count: 21 || Log posterior: -255657.11484840463 || Iter Time:0.023909807205200195 || Total time:27.074461221694946 Iteration: 188 || Clusters count: 21 || Log posterior: -255657.11484840463 || Iter Time:0.024169206619262695 || Total time:27.09863042831421 Loading and distributing data: 0.000790 seconds (129 allocations: 396.180 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255361.527860512 || Iter Time:0.022723913192749023 || Total time:27.121354341506958 Iteration: 190 || Clusters count: 20 || Log posterior: -255343.27743366378 || Iter Time:0.023457050323486328 || Total time:27.144811391830444 Iteration: 191 || Clusters count: 20 || Log posterior: -255340.63399992554 || Iter Time:0.0205538272857666 || Total time:27.16536521911621 Iteration: 192 || Clusters count: 20 || Log posterior: -255340.2477569653 || Iter Time:0.020144939422607422 || Total time:27.18551015853882 Iteration: 193 || Clusters count: 20 || Log posterior: -255343.41236342757 || Iter Time:0.02290797233581543 || Total time:27.208418130874634 Iteration: 194 || Clusters count: 20 || Log posterior: -255338.23834173314 || Iter Time:0.020134925842285156 || Total time:27.22855305671692 Iteration: 195 || Clusters count: 20 || Log posterior: -255343.02621154118 || Iter Time:0.0229341983795166 || Total time:27.251487255096436 Iteration: 196 || Clusters count: 20 || Log posterior: -255349.19804648723 || Iter Time:0.020350933074951172 || Total time:27.271838188171387 Iteration: 197 || Clusters count: 20 || Log posterior: -255345.71665520174 || Iter Time:0.02362203598022461 || Total time:27.29546022415161 Iteration: 198 || Clusters count: 20 || Log posterior: -255342.31012734523 || Iter Time:0.02043890953063965 || Total time:27.31589913368225 Iteration: 199 || Clusters count: 20 || Log posterior: -255344.55704538876 || Iter Time:0.022928953170776367 || Total time:27.338828086853027 Iteration: 200 || Clusters count: 20 || Log posterior: -255339.11187418923 || Iter Time:0.020540952682495117 || Total time:27.359369039535522 Iteration: 201 || Clusters count: 20 || Log posterior: -255336.59185208761 || Iter Time:0.020262956619262695 || Total time:27.379631996154785 Iteration: 202 || Clusters count: 20 || Log posterior: -255345.96595716604 || Iter Time:0.024743080139160156 || Total time:27.404375076293945 Iteration: 203 || Clusters count: 20 || Log posterior: -255340.90821132116 || Iter Time:0.02036905288696289 || Total time:27.424744129180908 Iteration: 204 || Clusters count: 20 || Log posterior: -255338.0523799406 || Iter Time:0.026223182678222656 || Total time:27.45096731185913 Iteration: 205 || Clusters count: 20 || Log posterior: -255337.90417479342 || Iter Time:0.02324986457824707 || Total time:27.474217176437378 Iteration: 206 || Clusters count: 20 || Log posterior: -255306.77885602356 || Iter Time:0.025897979736328125 || Total time:27.500115156173706 Iteration: 207 || Clusters count: 20 || Log posterior: -255315.75357500283 || Iter Time:0.022293806076049805 || Total time:27.522408962249756 Iteration: 208 || Clusters count: 20 || Log posterior: -255313.3200674042 || Iter Time:0.02507185935974121 || Total time:27.547480821609497 Iteration: 209 || Clusters count: 20 || Log posterior: -255308.43017996597 || Iter Time:0.020448923110961914 || Total time:27.56792974472046 NMI: 0.7966636536969529 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m20.7s [101176, 28013, 3396, 48, 12103, 40422, 3479, 32052, 652, 20329, 21409, 3536, 12900, 220552, 45734, 277832, 43502, 37612, 44172, 51081] Loading and distributing data: 0.000257 seconds (129 allocations: 13.367 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:6.8646721839904785 || Total time:6.8646721839904785 Iteration: 1 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.001950979232788086 || Total time:6.866623163223267 Iteration: 2 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.001569986343383789 || Total time:6.86819314956665 Iteration: 3 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.0014770030975341797 || Total time:6.869670152664185 Iteration: 4 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.0014629364013671875 || Total time:6.871133089065552 Iteration: 5 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.0015630722045898438 || Total time:6.872696161270142 Iteration: 6 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.0014331340789794922 || Total time:6.874129295349121 Iteration: 7 || Clusters count: 1 || Log posterior: -6811.971918504883 || Iter Time:0.0013949871063232422 || Total time:6.875524282455444 Iteration: 8 || Clusters count: 2 || Log posterior: -6287.391532311754 || Iter Time:0.1622459888458252 || Total time:7.0377702713012695 Iteration: 9 || Clusters count: 2 || Log posterior: -6300.9440081644625 || Iter Time:0.0020580291748046875 || Total time:7.039828300476074 Iteration: 10 || Clusters count: 2 || Log posterior: -6305.368864511687 || Iter Time:0.001940011978149414 || Total time:7.041768312454224 Iteration: 11 || Clusters count: 2 || Log posterior: -6307.337718827797 || Iter Time:0.0019719600677490234 || Total time:7.043740272521973 Iteration: 12 || Clusters count: 2 || Log posterior: -6302.106975609335 || Iter Time:0.0019960403442382812 || Total time:7.045736312866211 Iteration: 13 || Clusters count: 2 || Log posterior: -6291.727670739452 || Iter Time:0.002165079116821289 || Total time:7.047901391983032 Iteration: 14 || Clusters count: 2 || Log posterior: -6292.536533334825 || Iter Time:0.0018520355224609375 || Total time:7.049753427505493 Iteration: 15 || Clusters count: 2 || Log posterior: -6298.2921684893045 || Iter Time:0.0020439624786376953 || Total time:7.051797389984131 Iteration: 16 || Clusters count: 2 || Log posterior: -6302.995724303739 || Iter Time:0.0020499229431152344 || Total time:7.053847312927246 Iteration: 17 || Clusters count: 2 || Log posterior: -6294.78407904067 || Iter Time:0.0018100738525390625 || Total time:7.055657386779785 Iteration: 18 || Clusters count: 2 || Log posterior: -6316.354932130447 || Iter Time:0.0019910335540771484 || Total time:7.057648420333862 Iteration: 19 || Clusters count: 3 || Log posterior: -6097.791455946233 || Iter Time:0.016862869262695312 || Total time:7.074511289596558 Iteration: 20 || Clusters count: 3 || Log posterior: -6080.331225035981 || Iter Time:0.0022461414337158203 || Total time:7.076757431030273 Iteration: 21 || Clusters count: 3 || Log posterior: -6082.724267346684 || Iter Time:0.0021080970764160156 || Total time:7.0788655281066895 Iteration: 22 || Clusters count: 3 || Log posterior: -6080.3171278784885 || Iter Time:0.002184152603149414 || Total time:7.081049680709839 Iteration: 23 || Clusters count: 3 || Log posterior: -6083.251821953813 || Iter Time:0.0023810863494873047 || Total time:7.083430767059326 Iteration: 24 || Clusters count: 3 || Log posterior: -6072.325412532013 || Iter Time:0.0022149085998535156 || Total time:7.08564567565918 Iteration: 25 || Clusters count: 3 || Log posterior: -6076.112907238765 || Iter Time:0.0023179054260253906 || Total time:7.087963581085205 Iteration: 26 || Clusters count: 3 || Log posterior: -6085.349708956735 || Iter Time:0.002285003662109375 || Total time:7.0902485847473145 Iteration: 27 || Clusters count: 3 || Log posterior: -6083.684925712848 || Iter Time:0.002456188201904297 || Total time:7.092704772949219 Iteration: 28 || Clusters count: 3 || Log posterior: -6083.8681411127545 || Iter Time:0.002393960952758789 || Total time:7.0950987339019775 Iteration: 29 || Clusters count: 3 || Log posterior: -6100.184516835294 || Iter Time:0.12550616264343262 || Total time:7.22060489654541 Iteration: 30 || Clusters count: 3 || Log posterior: -6072.325412532013 || Iter Time:2.1198649406433105 || Total time:9.34046983718872 true [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000229 seconds (129 allocations: 13.367 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -5948.629276492924 || Iter Time:0.0027959346771240234 || Total time:9.343265771865845 Iteration: 32 || Clusters count: 3 || Log posterior: -5935.774721251724 || Iter Time:0.003737926483154297 || Total time:9.347003698348999 Loading and distributing data: 0.000125 seconds (129 allocations: 13.367 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -5216.041273992506 || Iter Time:0.002853870391845703 || Total time:9.349857568740845 Iteration: 34 || Clusters count: 3 || Log posterior: -5208.28639796225 || Iter Time:0.0037288665771484375 || Total time:9.353586435317993 Loading and distributing data: 0.000109 seconds (129 allocations: 13.367 KiB) Iteration: 35 || Clusters count: 3 || Log posterior: -4929.404502462741 || Iter Time:0.0030078887939453125 || Total time:9.356594324111938 Iteration: 36 || Clusters count: 3 || Log posterior: -4925.654072811934 || Iter Time:0.003813028335571289 || Total time:9.36040735244751 Loading and distributing data: 0.000123 seconds (129 allocations: 13.367 KiB) Iteration: 37 || Clusters count: 3 || Log posterior: -4914.354765367352 || Iter 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Iteration: 873 || Clusters count: 6 || Log posterior: -4303.0820012879985 || Iter Time:0.005155086517333984 || Total time:14.132242202758789 Iteration: 874 || Clusters count: 6 || Log posterior: -4276.715185254396 || Iter Time:0.007338047027587891 || Total time:14.139580249786377 Loading and distributing data: 0.000148 seconds (130 allocations: 13.383 KiB) Iteration: 875 || Clusters count: 6 || Log posterior: -4273.794840993543 || Iter Time:0.0049169063568115234 || Total time:14.144497156143188 Iteration: 876 || Clusters count: 6 || Log posterior: -4248.865971137622 || Iter Time:0.007915019989013672 || Total time:14.152412176132202 Loading and distributing data: 0.000152 seconds (130 allocations: 13.383 KiB) Iteration: 877 || Clusters count: 7 || Log posterior: -4275.223539385929 || Iter Time:0.006742000579833984 || Total time:14.159154176712036 Iteration: 878 || Clusters count: 7 || Log posterior: -4217.77616582902 || Iter Time:0.00804901123046875 || Total time:14.167203187942505 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7 || Log posterior: -4223.789753679613 || Iter Time:0.008131980895996094 || Total time:16.054171562194824 Loading and distributing data: 0.000127 seconds (130 allocations: 13.383 KiB) Iteration: 1129 || Clusters count: 7 || Log posterior: -4198.396519938247 || Iter Time:0.006119966506958008 || Total time:16.060291528701782 Iteration: 1130 || Clusters count: 7 || Log posterior: -4162.53947252389 || Iter Time:0.008157968521118164 || Total time:16.0684494972229 Loading and distributing data: 0.000127 seconds (130 allocations: 13.383 KiB) Iteration: 1131 || Clusters count: 7 || Log posterior: -4239.9739209514755 || Iter Time:0.006165981292724609 || Total time:16.074615478515625 Iteration: 1132 || Clusters count: 7 || Log posterior: -4208.416462356683 || Iter Time:0.008417844772338867 || Total time:16.083033323287964 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1133 || Clusters count: 7 || Log posterior: -4233.641462487965 || Iter 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Iteration: 1139 || Clusters count: 7 || Log posterior: -4286.729558285166 || Iter Time:0.005905866622924805 || Total time:16.132668018341064 Iteration: 1140 || Clusters count: 7 || Log posterior: -4245.036726350414 || Iter Time:0.008306026458740234 || Total time:16.140974044799805 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1141 || Clusters count: 7 || Log posterior: -4263.297531644307 || Iter Time:0.005561113357543945 || Total time:16.14653515815735 Iteration: 1142 || Clusters count: 7 || Log posterior: -4238.097250979599 || Iter Time:0.008733034133911133 || Total time:16.15526819229126 Loading and distributing data: 0.000146 seconds (130 allocations: 13.383 KiB) Iteration: 1143 || Clusters count: 7 || Log posterior: -4264.905594943279 || Iter Time:0.0064640045166015625 || Total time:16.16173219680786 Iteration: 1144 || Clusters count: 7 || Log posterior: -4237.405326680574 || Iter Time:0.008074045181274414 || Total time:16.169806241989136 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Iteration: 1505 || Clusters count: 7 || Log posterior: -4266.209206398231 || Iter Time:0.005502939224243164 || Total time:18.918118476867676 Iteration: 1506 || Clusters count: 7 || Log posterior: -4242.126044059065 || Iter Time:0.007989883422851562 || Total time:18.926108360290527 Loading and distributing data: 0.000124 seconds (130 allocations: 13.383 KiB) Iteration: 1507 || Clusters count: 7 || Log posterior: -4297.175090011134 || Iter Time:0.005869865417480469 || Total time:18.931978225708008 Iteration: 1508 || Clusters count: 7 || Log posterior: -4255.987571942041 || Iter Time:0.008154869079589844 || Total time:18.940133094787598 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1509 || Clusters count: 7 || Log posterior: -4281.888351309582 || Iter Time:0.005816936492919922 || Total time:18.945950031280518 Iteration: 1510 || Clusters count: 7 || Log posterior: -4262.2277163015115 || Iter Time:0.008239984512329102 || Total 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Iteration: 1793 || Clusters count: 8 || Log posterior: -4209.51653568985 || Iter Time:0.007100105285644531 || Total time:21.126195669174194 Iteration: 1794 || Clusters count: 8 || Log posterior: -4166.320488129412 || Iter Time:0.010007143020629883 || Total time:21.136202812194824 Loading and distributing data: 0.000138 seconds (130 allocations: 13.383 KiB) Iteration: 1795 || Clusters count: 8 || Log posterior: -4235.2313380774285 || Iter Time:0.007043123245239258 || Total time:21.143245935440063 Iteration: 1796 || Clusters count: 8 || Log posterior: -4192.841655928707 || Iter Time:0.01068878173828125 || Total time:21.153934717178345 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1797 || Clusters count: 8 || Log posterior: -4219.739600369334 || Iter Time:0.006662130355834961 || Total time:21.16059684753418 Iteration: 1798 || Clusters count: 8 || Log posterior: -4175.714383231767 || Iter Time:0.009366989135742188 || Total time:21.169963836669922 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-4248.038052551954 || Iter Time:0.006760120391845703 || Total time:21.503868341445923 Iteration: 1838 || Clusters count: 8 || Log posterior: -4209.836283166201 || Iter Time:0.009178876876831055 || Total time:21.513047218322754 Loading and distributing data: 0.000126 seconds (130 allocations: 13.383 KiB) Iteration: 1839 || Clusters count: 8 || Log posterior: -4270.177918947226 || Iter Time:0.006563901901245117 || Total time:21.519611120224 Iteration: 1840 || Clusters count: 8 || Log posterior: -4246.47741726013 || Iter Time:0.009469032287597656 || Total time:21.529080152511597 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1841 || Clusters count: 8 || Log posterior: -4272.961404023459 || Iter Time:0.006735086441040039 || Total time:21.535815238952637 Iteration: 1842 || Clusters count: 8 || Log posterior: -4232.970197372305 || Iter Time:0.009536981582641602 || Total time:21.54535222053528 Loading and distributing data: 0.000130 seconds (130 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time:21.593733549118042 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1849 || Clusters count: 8 || Log posterior: -4277.745647036567 || Iter Time:0.006773233413696289 || Total time:21.60050678253174 Iteration: 1850 || Clusters count: 8 || Log posterior: -4218.25964927788 || Iter Time:0.009681940078735352 || Total time:21.610188722610474 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1851 || Clusters count: 8 || Log posterior: -4278.434659150247 || Iter Time:0.0069158077239990234 || Total time:21.617104530334473 Iteration: 1852 || Clusters count: 8 || Log posterior: -4227.439709014166 || Iter Time:0.009760141372680664 || Total time:21.626864671707153 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1853 || Clusters count: 8 || Log posterior: -4255.939082772112 || Iter Time:0.006620883941650391 || Total time:21.633485555648804 Iteration: 1854 || Clusters count: 8 || Log posterior: -4231.29413975331 || Iter Time:0.009366035461425781 || Total time:21.64285159111023 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1855 || Clusters count: 8 || Log posterior: -4244.724058836578 || Iter Time:0.00633692741394043 || Total time:21.64918851852417 Iteration: 1856 || Clusters count: 8 || Log posterior: -4212.012598368235 || Iter Time:0.009370803833007812 || Total time:21.658559322357178 Loading and distributing data: 0.000127 seconds (130 allocations: 13.383 KiB) Iteration: 1857 || Clusters count: 8 || Log posterior: -4198.2299475029295 || Iter Time:0.00666499137878418 || Total time:21.665224313735962 Iteration: 1858 || Clusters count: 8 || Log posterior: -4162.502357394681 || Iter Time:0.01001119613647461 || Total time:21.675235509872437 Loading and distributing data: 0.000146 seconds (130 allocations: 13.383 KiB) Iteration: 1859 || Clusters count: 8 || Log posterior: -4223.527881344161 || Iter Time:0.0070989131927490234 || Total time:21.682334423065186 Iteration: 1860 || Clusters count: 8 || Log posterior: -4197.739453654988 || Iter Time:0.009855985641479492 || Total time:21.692190408706665 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1861 || Clusters count: 8 || Log posterior: -4227.594718058924 || Iter Time:0.006720066070556641 || Total time:21.69891047477722 Iteration: 1862 || Clusters count: 8 || Log posterior: -4192.581413578578 || Iter Time:0.009334087371826172 || Total time:21.708244562149048 Loading and distributing data: 0.000127 seconds (130 allocations: 13.383 KiB) Iteration: 1863 || Clusters count: 8 || Log posterior: -4146.200186718723 || Iter Time:0.0067789554595947266 || Total time:21.715023517608643 Iteration: 1864 || Clusters count: 8 || Log posterior: -4118.407497226333 || Iter Time:0.00956106185913086 || Total time:21.724584579467773 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1865 || Clusters count: 8 || Log posterior: -4273.438691652185 || Iter Time:0.006552934646606445 || Total time:21.73113751411438 Iteration: 1866 || Clusters count: 8 || Log posterior: -4235.269292351718 || Iter Time:0.009412050247192383 || Total time:21.740549564361572 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1867 || Clusters count: 8 || Log posterior: -4330.935499882101 || Iter Time:0.007220029830932617 || Total time:21.747769594192505 Iteration: 1868 || Clusters count: 8 || Log posterior: -4273.5927677514865 || Iter Time:0.009695053100585938 || Total time:21.75746464729309 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1869 || Clusters count: 8 || Log posterior: -4293.63529559513 || Iter Time:0.006928920745849609 || Total time:21.76439356803894 Iteration: 1870 || Clusters count: 8 || Log posterior: -4233.542477195699 || Iter Time:0.009714841842651367 || Total time:21.774108409881592 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1871 || Clusters count: 8 || Log posterior: -4259.262151781987 || Iter Time:0.0069119930267333984 || Total time:21.781020402908325 Iteration: 1872 || Clusters count: 8 || Log posterior: -4212.292568072563 || Iter Time:0.009155035018920898 || Total time:21.790175437927246 Loading and distributing data: 0.000134 seconds (130 allocations: 13.383 KiB) Iteration: 1873 || Clusters count: 8 || Log posterior: -4224.344805338526 || Iter Time:0.00683283805847168 || Total time:21.797008275985718 Iteration: 1874 || Clusters count: 8 || Log posterior: -4183.613668223037 || Iter Time:0.00946497917175293 || Total time:21.80647325515747 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1875 || Clusters count: 8 || Log posterior: -4257.997455696292 || Iter Time:0.006541013717651367 || Total time:21.813014268875122 Iteration: 1876 || Clusters count: 8 || Log posterior: -4210.728886661203 || Iter Time:0.009723901748657227 || Total time:21.82273817062378 Loading and distributing data: 0.000137 seconds (130 allocations: 13.383 KiB) Iteration: 1877 || Clusters count: 8 || Log posterior: -4284.35428319736 || Iter Time:0.0068819522857666016 || Total time:21.829620122909546 Iteration: 1878 || Clusters count: 8 || Log posterior: -4244.868718025183 || Iter Time:0.00984501838684082 || Total time:21.839465141296387 Loading and distributing data: 0.000140 seconds (130 allocations: 13.383 KiB) Iteration: 1879 || Clusters count: 8 || Log posterior: -4249.433326168711 || Iter Time:0.006875038146972656 || Total time:21.84634017944336 Iteration: 1880 || Clusters count: 8 || Log posterior: -4228.313198251762 || Iter Time:0.010224103927612305 || Total time:21.85656428337097 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1881 || Clusters count: 8 || Log posterior: -4232.510914604098 || Iter Time:0.006733894348144531 || Total time:21.863298177719116 Iteration: 1882 || Clusters count: 8 || Log posterior: -4205.9352782045 || Iter Time:0.010046005249023438 || Total time:21.87334418296814 Loading and distributing data: 0.000147 seconds (130 allocations: 13.383 KiB) Iteration: 1883 || Clusters count: 8 || Log posterior: -4240.028362614501 || Iter Time:0.006897926330566406 || Total time:21.880242109298706 Iteration: 1884 || Clusters count: 8 || Log posterior: -4209.274296466689 || Iter Time:0.028635025024414062 || Total time:21.90887713432312 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1885 || Clusters count: 8 || Log posterior: -4227.559746048275 || Iter Time:0.006688117980957031 || Total time:21.915565252304077 Iteration: 1886 || Clusters count: 8 || Log posterior: -4188.07420616901 || Iter Time:0.009155035018920898 || Total time:21.924720287322998 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1887 || Clusters count: 8 || Log posterior: -4205.685137379317 || Iter Time:0.0068280696868896484 || Total time:21.931548357009888 Iteration: 1888 || Clusters count: 8 || Log posterior: -4180.301603098086 || Iter Time:0.009207010269165039 || Total time:21.940755367279053 Loading and distributing data: 0.000123 seconds (130 allocations: 13.383 KiB) Iteration: 1889 || Clusters count: 8 || Log posterior: -4282.206211694914 || Iter Time:0.007049083709716797 || Total time:21.94780445098877 Iteration: 1890 || Clusters count: 8 || Log posterior: -4248.967681803142 || Iter Time:0.009618043899536133 || Total time:21.957422494888306 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1891 || Clusters count: 8 || Log posterior: -4291.166671005023 || Iter Time:0.006487846374511719 || Total time:21.963910341262817 Iteration: 1892 || Clusters count: 8 || Log posterior: -4264.3659801914255 || Iter Time:0.009691953659057617 || Total time:21.973602294921875 Loading and distributing data: 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Time:0.009423971176147461 || Total time:22.022388458251953 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1899 || Clusters count: 8 || Log posterior: -4237.028714199375 || Iter Time:0.006610870361328125 || Total time:22.02899932861328 Iteration: 1900 || Clusters count: 8 || Log posterior: -4189.7519766394 || Iter Time:0.009608983993530273 || Total time:22.03860831260681 Loading and distributing data: 0.000135 seconds (130 allocations: 13.383 KiB) Iteration: 1901 || Clusters count: 8 || Log posterior: -4251.502781402055 || Iter Time:0.006453990936279297 || Total time:22.04506230354309 Iteration: 1902 || Clusters count: 8 || Log posterior: -4206.551884761134 || Iter Time:0.009264945983886719 || Total time:22.054327249526978 Loading and distributing data: 0.000119 seconds (130 allocations: 13.383 KiB) Iteration: 1903 || Clusters count: 8 || Log posterior: -4199.405642923456 || Iter Time:0.006288051605224609 || Total time:22.060615301132202 Iteration: 1904 || Clusters count: 8 || Log posterior: -4171.402609875234 || Iter Time:0.009226083755493164 || Total time:22.069841384887695 Loading and distributing data: 0.000128 seconds (130 allocations: 13.383 KiB) Iteration: 1905 || Clusters count: 8 || Log posterior: -4231.962132006681 || Iter Time:0.0065310001373291016 || Total time:22.076372385025024 Iteration: 1906 || Clusters count: 8 || Log posterior: -4187.85051416248 || Iter Time:0.009620904922485352 || Total time:22.08599328994751 Loading and distributing data: 0.000135 seconds (130 allocations: 13.383 KiB) Iteration: 1907 || Clusters count: 8 || Log posterior: -4232.838225325634 || Iter Time:0.006606101989746094 || Total time:22.092599391937256 Iteration: 1908 || Clusters count: 8 || Log posterior: -4196.250164049791 || Iter Time:0.009390115737915039 || Total time:22.10198950767517 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1909 || Clusters count: 8 || Log posterior: -4266.731505333623 || Iter Time:0.006415128707885742 || Total time:22.108404636383057 Iteration: 1910 || Clusters count: 8 || Log posterior: -4218.593726802819 || Iter Time:0.009177207946777344 || Total time:22.117581844329834 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1911 || Clusters count: 8 || Log posterior: -4305.246062847679 || Iter Time:0.006494045257568359 || Total time:22.124075889587402 Iteration: 1912 || Clusters count: 8 || Log posterior: -4268.083542956179 || Iter Time:0.009460926055908203 || Total time:22.13353681564331 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1913 || Clusters count: 8 || Log posterior: -4292.9180370803915 || Iter Time:0.0064890384674072266 || Total time:22.140025854110718 Iteration: 1914 || Clusters count: 8 || Log posterior: -4243.97225157156 || Iter Time:0.009528160095214844 || Total time:22.149554014205933 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1915 || Clusters count: 8 || Log posterior: -4230.840809599805 || Iter Time:0.0065059661865234375 || Total time:22.156059980392456 Iteration: 1916 || Clusters count: 8 || Log posterior: -4201.786639338305 || Iter Time:0.009471893310546875 || Total time:22.165531873703003 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1917 || Clusters count: 8 || Log posterior: -4252.533542304339 || Iter Time:0.0068111419677734375 || Total time:22.172343015670776 Iteration: 1918 || Clusters count: 8 || Log posterior: -4216.964956306004 || Iter Time:0.00922703742980957 || Total time:22.181570053100586 Loading and distributing data: 0.000128 seconds (130 allocations: 13.383 KiB) Iteration: 1919 || Clusters count: 8 || Log posterior: -4252.801096003457 || Iter Time:0.00667881965637207 || Total time:22.188248872756958 Iteration: 1920 || Clusters count: 8 || Log posterior: -4222.07324951302 || Iter Time:0.009556055068969727 || Total time:22.197804927825928 Loading and distributing data: 0.000144 seconds (130 allocations: 13.383 KiB) Iteration: 1921 || Clusters count: 8 || Log posterior: -4255.7590127574285 || Iter Time:0.006591081619262695 || Total time:22.20439600944519 Iteration: 1922 || Clusters count: 8 || Log posterior: -4225.088941253009 || Iter Time:0.009745121002197266 || Total time:22.214141130447388 Loading and distributing data: 0.000124 seconds (130 allocations: 13.383 KiB) Iteration: 1923 || Clusters count: 8 || Log posterior: -4264.828925989821 || Iter Time:0.006613016128540039 || Total time:22.220754146575928 Iteration: 1924 || Clusters count: 8 || Log posterior: -4227.7067475428 || Iter Time:0.00946497917175293 || Total time:22.23021912574768 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1925 || Clusters count: 8 || Log posterior: -4260.463853913099 || Iter Time:0.006643056869506836 || Total time:22.236862182617188 Iteration: 1926 || Clusters count: 8 || Log posterior: -4217.70645774111 || Iter Time:0.009568929672241211 || Total time:22.24643111228943 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1927 || Clusters count: 8 || Log posterior: -4267.883091336303 || Iter Time:0.007072925567626953 || Total time:22.253504037857056 Iteration: 1928 || Clusters count: 8 || Log posterior: -4247.022214819452 || Iter Time:0.009508132934570312 || Total time:22.263012170791626 Loading and distributing data: 0.000146 seconds (130 allocations: 13.383 KiB) Iteration: 1929 || Clusters count: 8 || Log posterior: -4255.721954025653 || Iter Time:0.007169961929321289 || Total time:22.270182132720947 Iteration: 1930 || Clusters count: 8 || Log posterior: -4228.381757194763 || Iter Time:0.009553909301757812 || Total time:22.279736042022705 Loading and distributing data: 0.000149 seconds (130 allocations: 13.383 KiB) Iteration: 1931 || Clusters count: 8 || Log posterior: -4277.8586941888625 || Iter Time:0.007009983062744141 || Total time:22.28674602508545 Iteration: 1932 || Clusters count: 8 || Log posterior: -4245.600954041908 || Iter Time:0.010188102722167969 || Total time:22.296934127807617 Loading and distributing data: 0.000147 seconds (130 allocations: 13.383 KiB) Iteration: 1933 || Clusters count: 8 || Log posterior: -4234.667772090277 || Iter Time:0.0068359375 || Total time:22.303770065307617 Iteration: 1934 || Clusters count: 8 || Log posterior: -4212.421377970087 || Iter Time:0.009757041931152344 || Total time:22.31352710723877 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1935 || Clusters count: 8 || Log posterior: -4224.602131146297 || Iter Time:0.007387876510620117 || Total time:22.32091498374939 Iteration: 1936 || Clusters count: 8 || Log posterior: -4197.873584853422 || Iter Time:0.03007793426513672 || Total time:22.350992918014526 Loading and distributing data: 0.000140 seconds (130 allocations: 13.383 KiB) Iteration: 1937 || Clusters count: 8 || Log posterior: -4221.278019849835 || Iter Time:0.006810903549194336 || Total time:22.35780382156372 Iteration: 1938 || Clusters count: 8 || Log posterior: -4201.050105555751 || Iter Time:0.009562969207763672 || Total time:22.367366790771484 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1939 || Clusters count: 8 || Log posterior: -4181.01789169876 || Iter Time:0.006700038909912109 || Total time:22.374066829681396 Iteration: 1940 || Clusters count: 8 || Log posterior: -4151.397185342092 || Iter Time:0.009350061416625977 || Total time:22.383416891098022 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1941 || Clusters count: 8 || Log posterior: -4203.563009982312 || Iter Time:0.006414175033569336 || Total time:22.389831066131592 Iteration: 1942 || Clusters count: 8 || Log posterior: -4176.968585485068 || Iter Time:0.009417057037353516 || Total time:22.399248123168945 Loading and distributing data: 0.000138 seconds (130 allocations: 13.383 KiB) Iteration: 1943 || Clusters count: 8 || Log posterior: -4274.367523706009 || Iter Time:0.006505012512207031 || Total time:22.405753135681152 Iteration: 1944 || Clusters count: 8 || Log posterior: -4246.830004098408 || Iter Time:0.00958395004272461 || Total time:22.415337085723877 Loading and distributing data: 0.000135 seconds (130 allocations: 13.383 KiB) Iteration: 1945 || Clusters count: 8 || Log posterior: -4258.563258251513 || Iter Time:0.006639003753662109 || Total time:22.42197608947754 Iteration: 1946 || Clusters count: 8 || Log posterior: -4220.01064176208 || Iter Time:0.009824991226196289 || Total time:22.431801080703735 Loading and distributing data: 0.000125 seconds (130 allocations: 13.383 KiB) Iteration: 1947 || Clusters count: 8 || Log posterior: -4294.6504797560465 || Iter Time:0.007093906402587891 || Total time:22.438894987106323 Iteration: 1948 || Clusters count: 8 || Log posterior: -4238.8205054141745 || Iter Time:0.009490013122558594 || Total time:22.448385000228882 Loading and distributing data: 0.000132 seconds (130 allocations: 13.383 KiB) Iteration: 1949 || Clusters count: 8 || Log posterior: -4271.110315547004 || Iter Time:0.006402015686035156 || Total time:22.454787015914917 Iteration: 1950 || Clusters count: 8 || Log posterior: -4221.230019763385 || Iter Time:0.00905609130859375 || Total time:22.46384310722351 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1951 || Clusters count: 8 || Log posterior: -4253.08365559411 || Iter Time:0.00645899772644043 || Total time:22.47030210494995 Iteration: 1952 || Clusters count: 8 || Log posterior: -4197.733368454027 || Iter Time:0.009444952011108398 || Total time:22.47974705696106 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1953 || Clusters count: 8 || Log posterior: -4246.302325337697 || Iter Time:0.0067670345306396484 || Total time:22.4865140914917 Iteration: 1954 || Clusters count: 8 || Log posterior: -4211.713542334149 || Iter Time:0.009625911712646484 || Total time:22.496140003204346 Loading and distributing data: 0.000135 seconds (130 allocations: 13.383 KiB) Iteration: 1955 || Clusters count: 8 || Log posterior: -4238.298557644188 || Iter Time:0.006456136703491211 || Total time:22.502596139907837 Iteration: 1956 || Clusters count: 8 || Log posterior: -4210.687697401346 || Iter Time:0.009349822998046875 || Total time:22.511945962905884 Loading and distributing data: 0.000123 seconds (130 allocations: 13.383 KiB) Iteration: 1957 || Clusters count: 8 || Log posterior: -4186.307840894 || Iter Time:0.006618022918701172 || Total time:22.518563985824585 Iteration: 1958 || Clusters count: 8 || Log posterior: -4164.931938074962 || Iter Time:0.009650945663452148 || Total time:22.528214931488037 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 1959 || Clusters count: 8 || Log posterior: -4167.423484969115 || Iter Time:0.006523847579956055 || Total time:22.534738779067993 Iteration: 1960 || Clusters count: 8 || Log posterior: -4138.043440554112 || Iter Time:0.00947713851928711 || Total time:22.54421591758728 Loading and distributing data: 0.000121 seconds (130 allocations: 13.383 KiB) Iteration: 1961 || Clusters count: 8 || Log posterior: -4220.882472652553 || Iter Time:0.006587982177734375 || Total time:22.550803899765015 Iteration: 1962 || Clusters count: 8 || Log posterior: -4189.613652835679 || Iter Time:0.009649038314819336 || Total time:22.560452938079834 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1963 || Clusters count: 8 || Log posterior: -4210.571660983348 || Iter Time:0.006967067718505859 || Total time:22.56742000579834 Iteration: 1964 || Clusters count: 8 || Log posterior: -4187.123475116243 || Iter Time:0.009431123733520508 || Total time:22.57685112953186 Loading and distributing data: 0.000126 seconds (130 allocations: 13.383 KiB) Iteration: 1965 || Clusters count: 8 || Log posterior: -4199.222357092831 || Iter Time:0.006452083587646484 || Total time:22.583303213119507 Iteration: 1966 || Clusters count: 8 || Log posterior: -4163.222961865187 || Iter Time:0.009340047836303711 || Total time:22.59264326095581 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 1967 || Clusters count: 8 || Log posterior: -4216.483748408199 || Iter Time:0.006566047668457031 || Total time:22.599209308624268 Iteration: 1968 || Clusters count: 8 || Log posterior: -4192.392725983072 || Iter Time:0.009646892547607422 || Total time:22.608856201171875 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1969 || Clusters count: 8 || Log posterior: -4226.258453433176 || Iter Time:0.006559133529663086 || Total time:22.615415334701538 Iteration: 1970 || Clusters count: 8 || Log posterior: -4180.647903701891 || Iter Time:0.009196996688842773 || Total time:22.62461233139038 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1971 || Clusters count: 8 || Log posterior: -4222.068875675179 || Iter Time:0.006431102752685547 || Total time:22.631043434143066 Iteration: 1972 || Clusters count: 8 || Log posterior: -4174.385035247138 || Iter Time:0.009437084197998047 || Total time:22.640480518341064 Loading and distributing data: 0.000141 seconds (130 allocations: 13.383 KiB) Iteration: 1973 || Clusters count: 8 || Log posterior: -4269.9621852409855 || Iter Time:0.006681919097900391 || Total time:22.647162437438965 Iteration: 1974 || Clusters count: 8 || Log posterior: -4216.959283337374 || Iter Time:0.009439945220947266 || Total time:22.656602382659912 Loading and distributing data: 0.000122 seconds (130 allocations: 13.383 KiB) Iteration: 1975 || Clusters count: 8 || Log posterior: -4233.644238964098 || Iter Time:0.006373167037963867 || Total time:22.662975549697876 Iteration: 1976 || Clusters count: 8 || Log posterior: -4205.3706268103315 || Iter Time:0.009793996810913086 || Total time:22.67276954650879 Loading and distributing data: 0.000138 seconds (130 allocations: 13.383 KiB) Iteration: 1977 || Clusters count: 8 || Log posterior: -4238.538482459271 || Iter Time:0.006887912750244141 || Total time:22.679657459259033 Iteration: 1978 || Clusters count: 8 || Log posterior: -4215.242524723581 || Iter Time:0.009660005569458008 || Total time:22.68931746482849 Loading and distributing data: 0.000142 seconds (130 allocations: 13.383 KiB) Iteration: 1979 || Clusters count: 8 || Log posterior: -4231.968683564321 || Iter Time:0.006470918655395508 || Total time:22.695788383483887 Iteration: 1980 || Clusters count: 8 || Log posterior: -4186.888930384254 || Iter Time:0.009562015533447266 || Total time:22.705350399017334 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 1981 || Clusters count: 8 || Log posterior: -4202.951085864339 || Iter Time:0.006869077682495117 || Total time:22.71221947669983 Iteration: 1982 || Clusters count: 8 || Log posterior: -4166.257239719601 || Iter Time:0.009289979934692383 || Total time:22.72150945663452 Loading and distributing data: 0.000127 seconds (130 allocations: 13.383 KiB) Iteration: 1983 || Clusters count: 8 || Log posterior: -4267.175107069783 || Iter Time:0.006819009780883789 || Total time:22.728328466415405 Iteration: 1984 || Clusters count: 8 || Log posterior: -4232.051761445113 || Iter Time:0.00962209701538086 || Total time:22.737950563430786 Loading and distributing data: 0.000138 seconds (130 allocations: 13.383 KiB) Iteration: 1985 || Clusters count: 8 || Log posterior: -4292.402083448435 || Iter Time:0.0065500736236572266 || Total time:22.744500637054443 Iteration: 1986 || Clusters count: 8 || Log posterior: -4260.436534286149 || Iter Time:0.009725093841552734 || Total time:22.754225730895996 Loading and distributing data: 0.000154 seconds (130 allocations: 13.383 KiB) Iteration: 1987 || Clusters count: 8 || Log posterior: -4225.22271076739 || Iter Time:0.025998830795288086 || Total time:22.780224561691284 Iteration: 1988 || Clusters count: 8 || Log posterior: -4186.767276926938 || Iter Time:0.009679079055786133 || Total time:22.78990364074707 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 1989 || Clusters count: 8 || Log posterior: -4240.140625347296 || Iter Time:0.006487846374511719 || Total time:22.796391487121582 Iteration: 1990 || Clusters count: 8 || Log posterior: -4196.260603490748 || Iter Time:0.009278059005737305 || Total time:22.80566954612732 Loading and distributing data: 0.000126 seconds (130 allocations: 13.383 KiB) Iteration: 1991 || Clusters count: 8 || Log posterior: -4250.682483605843 || Iter Time:0.006434917449951172 || Total time:22.81210446357727 Iteration: 1992 || Clusters count: 8 || Log posterior: -4204.517657326204 || Iter Time:0.009480953216552734 || Total time:22.821585416793823 Loading and distributing data: 0.000141 seconds (130 allocations: 13.383 KiB) Iteration: 1993 || Clusters count: 8 || Log posterior: -4302.919427209176 || Iter Time:0.00669097900390625 || Total time:22.82827639579773 Iteration: 1994 || Clusters count: 8 || Log posterior: -4262.068854710576 || Iter Time:0.00962686538696289 || Total time:22.837903261184692 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1995 || Clusters count: 8 || Log posterior: -4277.34139372692 || Iter Time:0.006901979446411133 || Total time:22.844805240631104 Iteration: 1996 || Clusters count: 8 || Log posterior: -4238.28217883067 || Iter Time:0.009813070297241211 || Total time:22.854618310928345 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 1997 || Clusters count: 8 || Log posterior: -4258.307694337776 || Iter Time:0.006719112396240234 || Total time:22.861337423324585 Iteration: 1998 || Clusters count: 8 || Log posterior: -4206.149200175777 || Iter Time:0.00917506217956543 || Total time:22.87051248550415 Loading and distributing data: 0.000130 seconds (130 allocations: 13.383 KiB) Iteration: 1999 || Clusters count: 8 || Log posterior: -4226.3248954354485 || Iter Time:0.006429195404052734 || Total time:22.876941680908203 Iteration: 2000 || Clusters count: 8 || Log posterior: -4188.92806553533 || Iter Time:0.009362936019897461 || Total time:22.8863046169281 Loading and distributing data: 0.000137 seconds (130 allocations: 13.383 KiB) Iteration: 2001 || Clusters count: 8 || Log posterior: -4208.461856586686 || Iter Time:0.006661176681518555 || Total time:22.89296579360962 Iteration: 2002 || Clusters count: 8 || Log posterior: -4169.404289431914 || Iter Time:0.00942087173461914 || Total time:22.90238666534424 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 2003 || Clusters count: 8 || Log posterior: -4217.428303553982 || Iter Time:0.007153034210205078 || Total time:22.909539699554443 Iteration: 2004 || Clusters count: 8 || Log posterior: -4192.397550540995 || Iter Time:0.009552001953125 || Total time:22.91909170150757 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 2005 || Clusters count: 8 || Log posterior: -4237.915102171595 || Iter Time:0.006618022918701172 || Total time:22.92570972442627 Iteration: 2006 || Clusters count: 8 || Log posterior: -4198.896150268648 || Iter Time:0.009331941604614258 || Total time:22.935041666030884 Loading and distributing data: 0.000140 seconds (130 allocations: 13.383 KiB) Iteration: 2007 || Clusters count: 8 || Log posterior: -4240.8713872176995 || Iter Time:0.006535053253173828 || Total time:22.941576719284058 Iteration: 2008 || Clusters count: 8 || Log posterior: -4209.553136504323 || Iter Time:0.009392976760864258 || Total time:22.950969696044922 Loading and distributing data: 0.000133 seconds (130 allocations: 13.383 KiB) Iteration: 2009 || Clusters count: 8 || Log posterior: -4245.511413275529 || Iter Time:0.006497859954833984 || Total time:22.957467555999756 Iteration: 2010 || Clusters count: 8 || Log posterior: -4216.03291897382 || Iter Time:0.00940394401550293 || Total time:22.96687150001526 Loading and distributing data: 0.000122 seconds (130 allocations: 13.383 KiB) Iteration: 2011 || Clusters count: 8 || Log posterior: -4251.12887975999 || Iter Time:0.006799936294555664 || Total time:22.973671436309814 Iteration: 2012 || Clusters count: 8 || Log posterior: -4219.115507478281 || Iter Time:0.009566068649291992 || Total time:22.983237504959106 Loading and distributing data: 0.000131 seconds (130 allocations: 13.383 KiB) Iteration: 2013 || Clusters count: 8 || Log posterior: -4212.155014245657 || Iter Time:0.006820201873779297 || Total time:22.990057706832886 Iteration: 2014 || Clusters count: 8 || Log posterior: -4167.342344720325 || Iter Time:0.009552001953125 || Total time:22.99960970878601 Loading and distributing data: 0.000152 seconds (130 allocations: 13.383 KiB) Iteration: 2015 || Clusters count: 8 || Log posterior: -4157.487029690418 || Iter Time:0.006876230239868164 || Total time:23.00648593902588 Iteration: 2016 || Clusters count: 8 || Log posterior: -4136.426682026577 || Iter Time:0.009788990020751953 || Total time:23.01627492904663 Loading and distributing data: 0.000136 seconds (130 allocations: 13.383 KiB) Iteration: 2017 || Clusters count: 8 || Log posterior: -4271.647361461879 || Iter Time:0.006851911544799805 || Total time:23.02312684059143 Iteration: 2018 || Clusters count: 8 || Log posterior: -4233.823808729656 || Iter Time:0.009499788284301758 || Total time:23.032626628875732 Loading and distributing data: 0.000129 seconds (130 allocations: 13.383 KiB) Iteration: 2019 || Clusters count: 8 || Log posterior: -4291.551147115889 || Iter Time:0.00748896598815918 || Total time:23.04011559486389 Iteration: 2020 || Clusters count: 8 || Log posterior: -4264.728925953463 || Iter Time:0.01023411750793457 || Total time:23.050349712371826 Loading and distributing data: 0.000139 seconds (130 allocations: 13.383 KiB) Iteration: 2021 || Clusters count: 8 || Log posterior: -4309.422298642272 || Iter Time:0.00786280632019043 || Total time:23.058212518692017 Iteration: 2022 || Clusters count: 8 || Log posterior: -4272.702403347846 || Iter Time:0.009876012802124023 || Total time:23.06808853149414 Loading and distributing data: 0.000152 seconds (130 allocations: 13.383 KiB) Iteration: 2023 || Clusters count: 8 || Log posterior: -4252.82545167722 || Iter Time:0.00683903694152832 || Total time:23.07492756843567 Iteration: 2024 || Clusters count: 8 || Log posterior: -4225.198515817348 || Iter Time:0.009907960891723633 || Total time:23.084835529327393 Loading and distributing data: 0.000138 seconds (130 allocations: 13.383 KiB) Iteration: 2025 || Clusters count: 8 || Log posterior: -4275.447669295259 || Iter Time:0.007029056549072266 || Total time:23.091864585876465 Iteration: 2026 || Clusters count: 8 || Log posterior: -4238.903814783587 || Iter Time:0.009390830993652344 || Total time:23.101255416870117 Loading and distributing data: 0.000134 seconds (130 allocations: 13.383 KiB) Iteration: 2027 || Clusters count: 8 || Log posterior: -4265.5343354150145 || Iter Time:0.0067119598388671875 || Total time:23.107967376708984 Iteration: 2028 || Clusters count: 8 || Log posterior: -4216.0676764331865 || Iter Time:0.009554147720336914 || Total time:23.11752152442932 Avg NMI: 0.8028976126406838 Full NMI: 0.764325490770507 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m27.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 184.87s PkgEval succeeded after 293.51s