Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1022 (6a783956c1*) started at 2025-08-21T17:54:47.265 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.34s ################################################################################ # 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 v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.5.0 [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 v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.66.0+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.73s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 83.62s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_LL6YLy/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_LL6YLy/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.5.0 [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 v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.66.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.764359 seconds (1.11 M allocations: 67.311 MiB, 99.93% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:16.785212993621826 || Total time:16.785212993621826 Iteration: 1 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.006738185882568359 || Total time:16.791951179504395 Iteration: 2 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.006562948226928711 || Total time:16.798514127731323 Iteration: 3 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.0056879520416259766 || Total time:16.80420207977295 Iteration: 4 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.005360126495361328 || Total time:16.80956220626831 Iteration: 5 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.016247034072875977 || Total time:16.825809240341187 Iteration: 6 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.005393028259277344 || Total time:16.831202268600464 Iteration: 7 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.0054700374603271484 || Total time:16.83667230606079 Iteration: 8 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.005132913589477539 || Total time:16.84180521965027 Iteration: 9 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.00533294677734375 || Total time:16.847138166427612 Iteration: 10 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.005545139312744141 || Total time:16.852683305740356 Iteration: 11 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.005635976791381836 || Total time:16.85831928253174 Iteration: 12 || Clusters count: 1 || Log posterior: -233067.78798629093 || Iter Time:0.00545501708984375 || Total time:16.863774299621582 Iteration: 13 || Clusters count: 2 || Log posterior: -232877.54723374426 || Iter Time:3.905550003051758 || Total time:20.76932430267334 Iteration: 14 || Clusters count: 2 || Log posterior: -232891.52285222002 || Iter Time:0.0055010318756103516 || Total time:20.77482533454895 Iteration: 15 || Clusters count: 2 || Log posterior: -232871.72846481475 || Iter Time:0.00560307502746582 || Total time:20.780428409576416 Iteration: 16 || Clusters count: 2 || Log posterior: -232869.84557375425 || Iter Time:0.005908012390136719 || Total time:20.786336421966553 Iteration: 17 || Clusters count: 2 || Log posterior: -232853.52137713018 || Iter Time:0.005749940872192383 || Total time:20.792086362838745 Iteration: 18 || Clusters count: 2 || Log posterior: -232863.5913848134 || Iter Time:0.005761861801147461 || Total time:20.797848224639893 Iteration: 19 || Clusters count: 2 || Log posterior: -232832.4199064645 || Iter Time:0.005926847457885742 || Total time:20.80377507209778 Iteration: 20 || Clusters count: 2 || Log posterior: -232736.5981311724 || Iter Time:3.403465986251831 || Total time:24.20724105834961 Loading and distributing data: 0.000903 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232921.91428327613 || Iter Time:0.03195500373840332 || Total time:24.239196062088013 Iteration: 22 || Clusters count: 2 || Log posterior: -232886.50223357245 || Iter Time:0.005761861801147461 || Total time:24.24495792388916 Iteration: 23 || Clusters count: 2 || Log posterior: -232873.41042123944 || Iter Time:0.005825042724609375 || Total time:24.25078296661377 Iteration: 24 || Clusters count: 2 || Log posterior: -232830.97949446825 || Iter Time:0.005922079086303711 || Total time:24.256705045700073 Iteration: 25 || Clusters count: 2 || Log posterior: -232836.38578002213 || Iter Time:0.005803108215332031 || Total time:24.262508153915405 Iteration: 26 || Clusters count: 2 || Log posterior: -232793.12794431148 || Iter Time:0.0056340694427490234 || Total time:24.268142223358154 Iteration: 27 || Clusters count: 2 || Log posterior: -232759.63564986744 || Iter Time:0.0058290958404541016 || Total time:24.27397131919861 Iteration: 28 || Clusters count: 3 || Log posterior: -232488.92853988698 || Iter Time:0.007356166839599609 || Total time:24.281327486038208 Iteration: 29 || Clusters count: 3 || Log posterior: -232354.37780765552 || Iter Time:0.006211042404174805 || Total time:24.287538528442383 Iteration: 30 || Clusters count: 3 || Log posterior: -232324.71646022148 || Iter Time:0.006346940994262695 || Total time:24.293885469436646 Iteration: 31 || Clusters count: 3 || Log posterior: -232314.98193311074 || Iter Time:0.006263017654418945 || Total time:24.300148487091064 Iteration: 32 || Clusters count: 3 || Log posterior: -232316.37626445325 || Iter Time:0.006272077560424805 || Total time:24.30642056465149 Iteration: 33 || Clusters count: 3 || Log posterior: -232293.0837813281 || Iter Time:0.006075859069824219 || Total time:24.312496423721313 Iteration: 34 || Clusters count: 3 || Log posterior: -232260.28695356485 || Iter Time:0.006218910217285156 || Total time:24.3187153339386 Iteration: 35 || Clusters count: 3 || Log posterior: -232250.18954739338 || Iter Time:0.0061609745025634766 || Total time:24.324876308441162 Iteration: 36 || Clusters count: 3 || Log posterior: -232244.09364111075 || Iter Time:0.0061299800872802734 || Total time:24.331006288528442 Iteration: 37 || Clusters count: 3 || Log posterior: -232260.83081352376 || Iter Time:0.006273984909057617 || Total time:24.3372802734375 Iteration: 38 || Clusters count: 3 || Log posterior: -232260.50419684526 || Iter Time:0.006164073944091797 || Total time:24.343444347381592 Iteration: 39 || Clusters count: 3 || Log posterior: -232241.263607096 || Iter Time:0.006124973297119141 || Total time:24.34956932067871 Iteration: 40 || Clusters count: 3 || Log posterior: -232252.88354045158 || Iter Time:0.0064318180084228516 || Total time:24.356001138687134 Iteration: 41 || Clusters count: 3 || Log posterior: -232189.98081326816 || Iter Time:0.006096839904785156 || Total time:24.36209797859192 Loading and distributing data: 0.000991 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262340.04945578554 || Iter Time:0.006712913513183594 || Total time:24.368810892105103 Iteration: 43 || Clusters count: 4 || Log posterior: -262070.15534306612 || Iter Time:0.0071828365325927734 || Total time:24.375993728637695 Iteration: 44 || Clusters count: 4 || Log posterior: -261850.71053155776 || Iter Time:0.006354093551635742 || Total time:24.38234782218933 Iteration: 45 || Clusters count: 4 || Log posterior: -261774.85364116344 || Iter Time:0.0066111087799072266 || Total time:24.38895893096924 Iteration: 46 || Clusters count: 5 || Log posterior: -261433.42274269307 || Iter Time:0.007406949996948242 || Total time:24.396365880966187 Iteration: 47 || Clusters count: 5 || Log posterior: -261289.17269137787 || Iter Time:0.006407976150512695 || Total time:24.4027738571167 Iteration: 48 || Clusters count: 5 || Log posterior: -261284.29045083752 || Iter Time:0.006514072418212891 || Total time:24.409287929534912 Iteration: 49 || Clusters count: 5 || Log posterior: -261277.57107825993 || Iter Time:0.006802082061767578 || Total time:24.41609001159668 Iteration: 50 || Clusters count: 5 || Log posterior: -261276.293528368 || Iter Time:0.006526947021484375 || Total time:24.422616958618164 Iteration: 51 || Clusters count: 5 || Log posterior: -261283.35125829463 || Iter Time:0.0063419342041015625 || Total time:24.428958892822266 Iteration: 52 || Clusters count: 5 || Log posterior: -261273.06355795334 || Iter Time:0.006402015686035156 || Total time:24.4353609085083 Iteration: 53 || Clusters count: 5 || Log posterior: -261271.560101634 || Iter Time:0.006651878356933594 || Total time:24.442012786865234 Iteration: 54 || Clusters count: 5 || Log posterior: -261269.62443771862 || Iter Time:0.007166862487792969 || Total time:24.449179649353027 Iteration: 55 || Clusters count: 5 || Log posterior: -261282.31392145416 || Iter Time:0.0066339969635009766 || Total time:24.45581364631653 Iteration: 56 || Clusters count: 5 || Log posterior: -261273.4688899229 || Iter Time:0.006215810775756836 || Total time:24.462029457092285 Iteration: 57 || Clusters count: 6 || Log posterior: -261011.12219034077 || Iter Time:0.00927114486694336 || Total time:24.47130060195923 Iteration: 58 || Clusters count: 6 || Log posterior: -261016.7654316358 || Iter Time:0.007013082504272461 || Total time:24.4783136844635 Iteration: 59 || Clusters count: 6 || Log posterior: -260982.9772918685 || Iter Time:0.8546791076660156 || Total time:25.332992792129517 Iteration: 60 || Clusters count: 6 || Log posterior: -260937.47145933693 || Iter Time:0.007987022399902344 || Total time:25.34097981452942 Iteration: 61 || Clusters count: 6 || Log posterior: -260941.5923516151 || Iter Time:0.06123208999633789 || Total time:25.402211904525757 Iteration: 62 || Clusters count: 6 || Log posterior: -260886.59803759004 || Iter Time:0.00750279426574707 || Total time:25.409714698791504 Loading and distributing data: 0.000786 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260713.00947903478 || Iter Time:0.009274959564208984 || Total time:25.418989658355713 Iteration: 64 || Clusters count: 7 || Log posterior: -260507.4546462151 || Iter Time:0.008494138717651367 || Total time:25.427483797073364 Iteration: 65 || Clusters count: 7 || Log posterior: -260508.52255471746 || Iter Time:0.008455991744995117 || Total time:25.43593978881836 Iteration: 66 || Clusters count: 7 || Log posterior: -260505.089070813 || Iter Time:0.007943153381347656 || Total time:25.443882942199707 Iteration: 67 || Clusters count: 7 || Log posterior: -260496.15954285106 || Iter Time:0.007822990417480469 || Total time:25.451705932617188 Iteration: 68 || Clusters count: 7 || Log posterior: -260489.27649569415 || Iter Time:0.007961034774780273 || Total time:25.459666967391968 Iteration: 69 || Clusters count: 7 || Log posterior: -260476.26919094985 || Iter Time:0.008064031600952148 || Total time:25.46773099899292 Iteration: 70 || Clusters count: 7 || Log posterior: -260473.23546349155 || Iter Time:0.008228063583374023 || Total time:25.475959062576294 Iteration: 71 || Clusters count: 7 || Log posterior: -260477.11954801457 || Iter Time:0.008363008499145508 || Total time:25.48432207107544 Iteration: 72 || Clusters count: 9 || Log posterior: -260035.47564233595 || Iter Time:0.01075291633605957 || Total time:25.4950749874115 Iteration: 73 || Clusters count: 9 || Log posterior: -259985.69409488124 || Iter Time:0.008546113967895508 || Total time:25.503621101379395 Iteration: 74 || Clusters count: 9 || Log posterior: -259965.5103044653 || Iter Time:0.008510112762451172 || Total time:25.512131214141846 Iteration: 75 || Clusters count: 9 || Log posterior: -259969.3276907422 || Iter Time:0.00852203369140625 || Total time:25.520653247833252 Iteration: 76 || Clusters count: 9 || Log posterior: -259930.5021512817 || Iter Time:0.008693933486938477 || Total time:25.52934718132019 Iteration: 77 || Clusters count: 9 || Log posterior: -259950.92255083818 || Iter Time:0.008925199508666992 || Total time:25.538272380828857 Iteration: 78 || Clusters count: 9 || Log posterior: -259957.45827393205 || Iter Time:0.010281085968017578 || Total time:25.548553466796875 Iteration: 79 || Clusters count: 9 || Log posterior: -259950.70196637482 || Iter Time:0.02480792999267578 || Total time:25.57336139678955 Iteration: 80 || Clusters count: 9 || Log posterior: -259941.52694128506 || Iter Time:0.009582042694091797 || Total time:25.582943439483643 Iteration: 81 || Clusters count: 9 || Log posterior: -259944.25626511683 || Iter Time:0.009639978408813477 || Total time:25.592583417892456 Iteration: 82 || Clusters count: 9 || Log posterior: -259949.25354605677 || Iter Time:0.009778976440429688 || Total time:25.602362394332886 Iteration: 83 || Clusters count: 9 || Log posterior: -259890.88818435773 || Iter Time:0.00867319107055664 || Total time:25.611035585403442 Loading and distributing data: 0.000765 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259714.5707826462 || Iter Time:0.009465932846069336 || Total time:25.62050151824951 Iteration: 85 || Clusters count: 9 || Log posterior: -259592.13344341976 || Iter Time:0.009914875030517578 || Total time:25.63041639328003 Iteration: 86 || Clusters count: 9 || Log posterior: -259563.7616530465 || Iter Time:0.009896993637084961 || Total time:25.640313386917114 Iteration: 87 || Clusters count: 12 || Log posterior: -258979.76514944853 || Iter Time:0.013949155807495117 || Total time:25.65426254272461 Iteration: 88 || Clusters count: 12 || Log posterior: -258804.62290456865 || Iter Time:0.02444911003112793 || Total time:25.678711652755737 Iteration: 89 || Clusters count: 12 || Log posterior: -258723.19871203898 || Iter 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posterior: -256677.83092103543 || Iter Time:0.024305105209350586 || Total time:26.19819188117981 Iteration: 125 || Clusters count: 16 || Log posterior: -256668.38178928042 || Iter Time:0.019440889358520508 || Total time:26.21763277053833 Loading and distributing data: 0.000765 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -256092.69551161668 || Iter Time:0.019793987274169922 || Total time:26.2374267578125 Iteration: 127 || Clusters count: 19 || Log posterior: -255897.7076013419 || Iter Time:0.0222470760345459 || Total time:26.259673833847046 Iteration: 128 || Clusters count: 19 || Log posterior: -255895.05746467 || Iter Time:0.018577098846435547 || Total time:26.27825093269348 Iteration: 129 || Clusters count: 19 || Log posterior: -255899.8863857887 || Iter Time:0.018523216247558594 || Total time:26.29677414894104 Iteration: 130 || Clusters count: 19 || Log posterior: -255889.26696366194 || Iter Time:0.022190093994140625 || Total 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|| Clusters count: 20 || Log posterior: -255302.97403398954 || Iter Time:0.026861906051635742 || Total time:27.361254453659058 Iteration: 173 || Clusters count: 20 || Log posterior: -255297.58831598947 || Iter Time:0.030630826950073242 || Total time:27.39188528060913 Iteration: 174 || Clusters count: 20 || Log posterior: -255298.6174695365 || Iter Time:0.027205944061279297 || Total time:27.41909122467041 Iteration: 175 || Clusters count: 20 || Log posterior: -255298.77684785705 || Iter Time:0.026372909545898438 || Total time:27.44546413421631 Iteration: 176 || Clusters count: 20 || Log posterior: -255299.86103786624 || Iter Time:0.03143906593322754 || Total time:27.476903200149536 Iteration: 177 || Clusters count: 20 || Log posterior: -255309.70725183794 || Iter Time:0.026585102081298828 || Total time:27.503488302230835 Iteration: 178 || Clusters count: 20 || Log posterior: -255304.21756075785 || Iter Time:0.030751943588256836 || Total time:27.534240245819092 Iteration: 179 || Clusters count: 20 || Log posterior: -255299.86103786624 || Iter Time:0.027241945266723633 || Total time:27.561482191085815 Iteration: 180 || Clusters count: 20 || Log posterior: -255301.81843076707 || Iter Time:0.03293490409851074 || Total time:27.594417095184326 Iteration: 181 || Clusters count: 20 || Log posterior: -255297.84524009356 || Iter Time:0.027330875396728516 || Total time:27.621747970581055 Iteration: 182 || Clusters count: 20 || Log posterior: -255300.04560799763 || Iter Time:0.027052879333496094 || Total time:27.64880084991455 Iteration: 183 || Clusters count: 20 || Log posterior: -255301.31378036653 || Iter Time:0.03016495704650879 || Total time:27.67896580696106 Iteration: 184 || Clusters count: 20 || Log posterior: -255303.23010073102 || Iter Time:0.026736021041870117 || Total time:27.70570182800293 Iteration: 185 || Clusters count: 20 || Log posterior: -255302.83216953318 || Iter Time:0.03156900405883789 || Total time:27.737270832061768 Iteration: 186 || Clusters count: 20 || Log posterior: -255300.23621728824 || Iter Time:0.027131080627441406 || Total time:27.76440191268921 Iteration: 187 || Clusters count: 20 || Log posterior: -255298.68131318904 || Iter Time:0.027164936065673828 || Total time:27.791566848754883 Iteration: 188 || Clusters count: 20 || Log posterior: -255298.68131318904 || Iter Time:0.028274059295654297 || Total time:27.819840908050537 Loading and distributing data: 0.000726 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255291.70482971866 || Iter Time:0.02639913558959961 || Total time:27.846240043640137 Iteration: 190 || Clusters count: 20 || Log posterior: -255256.48675505313 || Iter Time:0.030197858810424805 || Total time:27.87643790245056 Iteration: 191 || Clusters count: 20 || Log posterior: -255251.70779027522 || Iter Time:0.02665090560913086 || Total time:27.903088808059692 Iteration: 192 || Clusters count: 20 || Log posterior: -255251.70779027522 || Iter Time:0.030781030654907227 || Total time:27.9338698387146 Iteration: 193 || Clusters count: 20 || Log posterior: -255253.26124815797 || Iter Time:0.027456998825073242 || Total time:27.961326837539673 Iteration: 194 || Clusters count: 20 || Log posterior: -255251.83859895676 || Iter Time:0.02576589584350586 || Total time:27.98709273338318 Iteration: 195 || Clusters count: 20 || Log posterior: -255256.2825593074 || Iter Time:0.030511140823364258 || Total time:28.017603874206543 Iteration: 196 || Clusters count: 20 || Log posterior: -255257.32143327798 || Iter Time:0.027383804321289062 || Total time:28.044987678527832 Iteration: 197 || Clusters count: 20 || Log posterior: -255255.19199569157 || Iter Time:0.030345916748046875 || Total time:28.07533359527588 Iteration: 198 || Clusters count: 20 || Log posterior: -255261.98902117065 || Iter Time:0.026628971099853516 || Total time:28.101962566375732 Iteration: 199 || Clusters count: 20 || Log posterior: -255252.3592473477 || Iter Time:0.02676701545715332 || Total time:28.128729581832886 Iteration: 200 || Clusters count: 20 || Log posterior: -255252.3592473477 || Iter Time:0.03225302696228027 || Total time:28.160982608795166 Iteration: 201 || Clusters count: 20 || Log posterior: -255256.19544064865 || Iter Time:0.026994943618774414 || Total time:28.18797755241394 Iteration: 202 || Clusters count: 20 || Log posterior: -255255.46078867302 || Iter Time:0.031019926071166992 || Total time:28.218997478485107 Iteration: 203 || Clusters count: 20 || Log posterior: -255252.73937376536 || Iter Time:0.0288240909576416 || Total time:28.24782156944275 Iteration: 204 || Clusters count: 20 || Log posterior: -255253.93539096008 || Iter Time:0.027877092361450195 || Total time:28.2756986618042 Iteration: 205 || Clusters count: 20 || Log posterior: -255256.13900855416 || Iter Time:0.031462907791137695 || Total time:28.307161569595337 Iteration: 206 || Clusters count: 20 || Log posterior: -255255.77550380188 || Iter Time:0.02819204330444336 || Total time:28.33535361289978 Iteration: 207 || Clusters count: 20 || Log posterior: -255251.70779027522 || Iter Time:0.03214001655578613 || Total time:28.367493629455566 Iteration: 208 || Clusters count: 20 || Log posterior: -255258.9085840417 || Iter Time:0.02929401397705078 || Total time:28.396787643432617 Iteration: 209 || Clusters count: 20 || Log posterior: -255251.70779027522 || Iter Time:0.030406951904296875 || Total time:28.427194595336914 NMI: 0.7324448536244571 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m26.5s [27125, 712, 17449, 6198, 44409, 38637, 95592, 128042, 7821, 21388, 31560, 14988, 12998, 45935, 33896, 63584, 280428, 37914, 35515, 55809] Loading and distributing data: 0.000202 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:5.299957990646362 || Total time:5.299957990646362 Iteration: 1 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.002177000045776367 || Total time:5.302134990692139 Iteration: 2 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.0017750263214111328 || Total time:5.30391001701355 Iteration: 3 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.0015330314636230469 || Total time:5.305443048477173 Iteration: 4 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.0014929771423339844 || Total time:5.306936025619507 Iteration: 5 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.001519918441772461 || Total time:5.308455944061279 Iteration: 6 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.0015010833740234375 || Total time:5.309957027435303 Iteration: 7 || Clusters count: 1 || Log posterior: -6737.630744363991 || Iter Time:0.0014941692352294922 || Total time:5.311451196670532 Iteration: 8 || Clusters count: 2 || Log posterior: -6657.920682011427 || Iter Time:0.15934109687805176 || Total time:5.470792293548584 Iteration: 9 || Clusters count: 2 || Log posterior: -6666.351019742602 || Iter Time:0.0019500255584716797 || Total time:5.472742319107056 Iteration: 10 || Clusters count: 2 || Log posterior: -6670.236424609943 || Iter Time:0.0017750263214111328 || Total time:5.474517345428467 Iteration: 11 || Clusters count: 2 || Log posterior: -6684.0644457507005 || Iter Time:0.0016951560974121094 || Total time:5.476212501525879 Iteration: 12 || Clusters count: 2 || Log posterior: -6694.599494811933 || Iter Time:0.0017070770263671875 || Total time:5.477919578552246 Iteration: 13 || Clusters count: 2 || Log posterior: -6675.193073455921 || Iter Time:0.0017399787902832031 || Total time:5.479659557342529 Iteration: 14 || Clusters count: 2 || Log posterior: -6734.312374677591 || Iter Time:0.0016160011291503906 || Total time:5.48127555847168 Iteration: 15 || Clusters count: 2 || Log posterior: -6704.046541592248 || Iter Time:0.0014882087707519531 || 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Iteration: 23 || Clusters count: 4 || Log posterior: -6098.922191403429 || Iter Time:0.0023980140686035156 || Total time:5.502488374710083 Iteration: 24 || Clusters count: 4 || Log posterior: -6068.273614659767 || Iter Time:0.002446889877319336 || Total time:5.504935264587402 Iteration: 25 || Clusters count: 4 || Log posterior: -6046.860722059299 || Iter Time:0.002460002899169922 || Total time:5.507395267486572 Iteration: 26 || Clusters count: 4 || Log posterior: -6052.533057647001 || Iter Time:0.0024518966674804688 || Total time:5.509847164154053 Iteration: 27 || Clusters count: 4 || Log posterior: -6049.912016407701 || Iter Time:0.0023920536041259766 || Total time:5.512239217758179 Iteration: 28 || Clusters count: 4 || Log posterior: -6044.693614591324 || Iter Time:0.0024170875549316406 || Total time:5.51465630531311 Iteration: 29 || Clusters count: 4 || Log posterior: -6040.964935653292 || Iter Time:0.0024538040161132812 || Total time:5.517110109329224 Iteration: 30 || Clusters count: 4 || Log posterior: -6035.455991527148 || Iter Time:1.1980559825897217 || Total time:6.715166091918945 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, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3] Loading and distributing data: 0.000199 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5685.585533060934 || Iter Time:0.028959035873413086 || Total time:6.744125127792358 Iteration: 32 || Clusters count: 5 || Log posterior: -5676.17832221511 || Iter Time:0.005280017852783203 || Total time:6.749405145645142 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4808.083178261075 || Iter Time:0.003309011459350586 || Total time:6.752714157104492 Iteration: 34 || Clusters count: 5 || Log posterior: -4803.472788745006 || Iter Time:0.00546717643737793 || Total time:6.75818133354187 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4550.058618691004 || Iter Time:0.0032401084899902344 || Total time:6.76142144203186 Iteration: 36 || Clusters count: 5 || Log posterior: -4547.386820798049 || Iter Time:0.005900144577026367 || Total time:6.767321586608887 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4543.127378583588 || Iter Time:0.0034189224243164062 || Total 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-4516.1492245552145 || Iter Time:0.004415035247802734 || Total time:6.798412322998047 Iteration: 44 || Clusters count: 6 || Log posterior: -4468.662257328365 || Iter Time:0.09207510948181152 || Total time:6.890487432479858 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4258.034591145172 || Iter Time:0.00570988655090332 || Total time:6.896197319030762 Iteration: 46 || Clusters count: 7 || Log posterior: -4214.761414169391 || Iter Time:0.007742881774902344 || Total time:6.903940200805664 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4169.035078718159 || Iter Time:0.004817962646484375 || Total time:6.908758163452148 Iteration: 48 || Clusters count: 7 || Log posterior: -4113.380685538296 || Iter Time:0.00830078125 || Total time:6.917058944702148 Loading and distributing data: 0.000127 seconds (128 allocations: 13.180 KiB) Iteration: 49 || Clusters count: 8 || Log posterior: -3874.0653768788156 || Iter Time:0.005730867385864258 || Total time:6.922789812088013 Iteration: 50 || Clusters count: 8 || Log posterior: -3820.2697896454943 || Iter Time:0.00809788703918457 || Total time:6.930887699127197 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 51 || Clusters count: 8 || Log posterior: -3805.695832061541 || Iter Time:0.005210161209106445 || Total time:6.936097860336304 Iteration: 52 || Clusters count: 8 || Log posterior: -3784.521541438036 || Iter Time:0.008143901824951172 || Total time:6.944241762161255 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 53 || Clusters count: 9 || Log posterior: -3760.5214180932467 || Iter Time:0.0063800811767578125 || Total time:6.950621843338013 Iteration: 54 || Clusters count: 9 || Log posterior: -3741.784879488855 || Iter Time:0.008949041366577148 || Total time:6.95957088470459 Loading and 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|| Clusters count: 10 || Log posterior: -3764.552400166211 || Iter Time:0.01250600814819336 || Total time:7.076050758361816 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -3768.6867201146874 || Iter Time:0.008597135543823242 || Total time:7.08464789390564 Iteration: 68 || Clusters count: 10 || Log posterior: -3753.135094257132 || Iter Time:0.012643098831176758 || Total time:7.097290992736816 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -3742.3086760988094 || Iter Time:0.008090019226074219 || Total time:7.105381011962891 Iteration: 70 || Clusters count: 10 || Log posterior: -3729.919902417083 || Iter Time:0.011664867401123047 || Total time:7.117045879364014 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 11 || Log posterior: -3750.386308366646 || Iter 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|| Log posterior: -3622.0291872764874 || Iter Time:0.015607118606567383 || Total time:9.551920890808105 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 239 || Clusters count: 13 || Log posterior: -3631.832643879349 || Iter Time:0.01273798942565918 || Total time:9.564658880233765 Iteration: 240 || Clusters count: 12 || Log posterior: -3614.9942724556504 || Iter Time:0.017529964447021484 || Total time:9.582188844680786 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 241 || Clusters count: 12 || Log posterior: -3603.2154420241554 || Iter Time:0.012028932571411133 || Total time:9.594217777252197 Iteration: 242 || Clusters count: 12 || Log posterior: -3574.8512269473567 || Iter Time:0.015372037887573242 || Total time:9.60958981513977 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 243 || Clusters count: 12 || Log posterior: -3555.987756053396 || Iter 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KiB) Iteration: 415 || Clusters count: 13 || Log posterior: -3638.955798150213 || Iter Time:0.012904167175292969 || Total time:12.055046558380127 Iteration: 416 || Clusters count: 13 || Log posterior: -3617.1039195283583 || Iter Time:0.0165250301361084 || Total time:12.071571588516235 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 417 || Clusters count: 13 || Log posterior: -3676.0218403822005 || Iter Time:0.013154029846191406 || Total time:12.084725618362427 Iteration: 418 || Clusters count: 12 || Log posterior: -3640.061706635162 || Iter Time:0.01499319076538086 || Total time:12.099718809127808 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 419 || Clusters count: 12 || Log posterior: -3618.7481663805543 || Iter Time:0.010081052780151367 || Total time:12.109799861907959 Iteration: 420 || Clusters count: 12 || Log posterior: -3583.716712313422 || Iter Time:0.014989852905273438 || Total 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Iteration: 437 || Clusters count: 12 || Log posterior: -3640.585132294274 || Iter Time:0.011921882629394531 || Total time:12.372884511947632 Iteration: 438 || Clusters count: 12 || Log posterior: -3617.6101134997284 || Iter Time:0.014787912368774414 || Total time:12.387672424316406 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 439 || Clusters count: 12 || Log posterior: -3610.330350074366 || Iter Time:0.011587142944335938 || Total time:12.399259567260742 Iteration: 440 || Clusters count: 12 || Log posterior: -3580.4117967874336 || Iter Time:0.014773130416870117 || Total time:12.414032697677612 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 441 || Clusters count: 12 || Log posterior: -3569.5154918046233 || Iter Time:0.010592937469482422 || Total time:12.424625635147095 Iteration: 442 || Clusters count: 12 || Log posterior: -3545.8523099886124 || Iter Time:0.015012979507446289 || Total 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Iteration: 459 || Clusters count: 13 || Log posterior: -3634.4488011401227 || Iter Time:0.013257980346679688 || Total time:12.683772563934326 Iteration: 460 || Clusters count: 12 || Log posterior: -3621.9382407090907 || Iter Time:0.0165250301361084 || Total time:12.700297594070435 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 461 || Clusters count: 12 || Log posterior: -3603.9308152796093 || Iter Time:0.02886795997619629 || Total time:12.72916555404663 Iteration: 462 || Clusters count: 12 || Log posterior: -3587.8587934958764 || Iter Time:0.016945838928222656 || Total time:12.746111392974854 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 463 || Clusters count: 12 || Log posterior: -3548.1256226044256 || Iter Time:0.012541055679321289 || Total time:12.758652448654175 Iteration: 464 || Clusters count: 12 || Log posterior: -3539.8587059042293 || Iter Time:0.017305850982666016 || Total 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Iteration: 641 || Clusters count: 12 || Log posterior: -3603.71000728584 || Iter Time:0.030536890029907227 || Total time:15.170127153396606 Iteration: 642 || Clusters count: 12 || Log posterior: -3583.9729261613675 || Iter Time:0.015256881713867188 || Total time:15.185384035110474 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 643 || Clusters count: 12 || Log posterior: -3598.491755892735 || Iter Time:0.011569976806640625 || Total time:15.196954011917114 Iteration: 644 || Clusters count: 12 || Log posterior: -3580.132306288105 || Iter Time:0.015518903732299805 || Total time:15.212472915649414 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 645 || Clusters count: 12 || Log posterior: -3617.418370083975 || Iter Time:0.012267112731933594 || Total time:15.224740028381348 Iteration: 646 || Clusters count: 12 || Log posterior: -3591.22970156252 || Iter Time:0.016155004501342773 || Total time:15.24089503288269 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Iteration: 713 || Clusters count: 12 || Log posterior: -3566.5530130328525 || Iter Time:0.011315107345581055 || Total time:16.120505332946777 Iteration: 714 || Clusters count: 12 || Log posterior: -3555.5728576857164 || Iter Time:0.013976097106933594 || Total time:16.13448143005371 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 715 || Clusters count: 12 || Log posterior: -3523.025241415076 || Iter Time:0.008177995681762695 || Total time:16.142659425735474 Iteration: 716 || Clusters count: 12 || Log posterior: -3509.504251505256 || Iter Time:0.013592004776000977 || Total time:16.156251430511475 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 717 || Clusters count: 12 || Log posterior: -3597.6978089450554 || Iter Time:0.009831905364990234 || Total time:16.166083335876465 Iteration: 718 || Clusters count: 12 || Log posterior: -3569.1635714454037 || Iter Time:0.011692047119140625 || Total 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Iteration: 735 || Clusters count: 12 || Log posterior: -3596.5170457921554 || Iter Time:0.007088184356689453 || Total time:16.366105794906616 Iteration: 736 || Clusters count: 12 || Log posterior: -3559.1428722481437 || Iter Time:0.009818077087402344 || Total time:16.37592387199402 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 737 || Clusters count: 12 || Log posterior: -3597.7644006194796 || Iter Time:0.007620096206665039 || Total time:16.383543968200684 Iteration: 738 || Clusters count: 12 || Log posterior: -3571.7546171055747 || Iter Time:0.00896310806274414 || Total time:16.392507076263428 Loading and distributing data: 0.000099 seconds (129 allocations: 13.227 KiB) Iteration: 739 || Clusters count: 12 || Log posterior: -3595.0769866036994 || Iter Time:0.00690007209777832 || Total time:16.399407148361206 Iteration: 740 || Clusters count: 12 || Log posterior: -3586.307285099539 || Iter Time:0.009187936782836914 || Total 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Iteration: 757 || Clusters count: 12 || Log posterior: -3602.8591787886685 || Iter Time:0.0067560672760009766 || Total time:16.54146647453308 Iteration: 758 || Clusters count: 12 || Log posterior: -3577.6155169811777 || Iter Time:0.009133100509643555 || Total time:16.550599575042725 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 759 || Clusters count: 12 || Log posterior: -3640.6800500870177 || Iter Time:0.006551027297973633 || Total time:16.5571506023407 Iteration: 760 || Clusters count: 12 || Log posterior: -3624.091065574982 || Iter Time:0.009819984436035156 || Total time:16.566970586776733 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 761 || Clusters count: 12 || Log posterior: -3693.6319751232922 || Iter Time:0.007169961929321289 || Total time:16.574140548706055 Iteration: 762 || Clusters count: 12 || Log posterior: -3653.960610873553 || Iter Time:0.009150028228759766 || Total 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Iteration: 779 || Clusters count: 12 || Log posterior: -3571.4009447466688 || Iter Time:0.0071599483489990234 || Total time:16.734071254730225 Iteration: 780 || Clusters count: 12 || Log posterior: -3552.6329960572807 || Iter Time:0.009668111801147461 || Total time:16.743739366531372 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 781 || Clusters count: 12 || Log posterior: -3604.6561975020745 || Iter Time:0.006829023361206055 || Total time:16.750568389892578 Iteration: 782 || Clusters count: 12 || Log posterior: -3585.2320973190976 || Iter Time:0.009093999862670898 || Total time:16.75966238975525 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 783 || Clusters count: 12 || Log posterior: -3581.335960209554 || Iter Time:0.0071489810943603516 || Total time:16.76681137084961 Iteration: 784 || Clusters count: 12 || Log posterior: -3568.3409908279523 || Iter Time:0.009233951568603516 || Total 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Iteration: 801 || Clusters count: 13 || Log posterior: -3526.262993244832 || Iter Time:0.006223917007446289 || Total time:16.925241231918335 Iteration: 802 || Clusters count: 13 || Log posterior: -3514.540958819704 || Iter Time:0.009186029434204102 || Total time:16.93442726135254 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3545.026775226899 || Iter Time:0.006618976593017578 || Total time:16.941046237945557 Iteration: 804 || Clusters count: 12 || Log posterior: -3527.5241248824914 || Iter Time:0.008791208267211914 || Total time:16.94983744621277 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 805 || Clusters count: 12 || Log posterior: -3570.0191725889226 || Iter Time:0.006087064743041992 || Total time:16.95592451095581 Iteration: 806 || Clusters count: 12 || Log posterior: -3548.589925315169 || Iter Time:0.008857965469360352 || Total time:16.96478247642517 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-3584.4974442369207 || Iter Time:0.00939488410949707 || Total time:17.014370679855347 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 813 || Clusters count: 12 || Log posterior: -3575.157361749587 || Iter Time:0.0066950321197509766 || Total time:17.021065711975098 Iteration: 814 || Clusters count: 12 || Log posterior: -3558.4770267533477 || Iter Time:0.009130001068115234 || Total time:17.030195713043213 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 815 || Clusters count: 12 || Log posterior: -3616.4270491542125 || Iter Time:0.009011983871459961 || Total time:17.039207696914673 Iteration: 816 || Clusters count: 12 || Log posterior: -3587.670317756068 || Iter Time:0.009225845336914062 || Total time:17.048433542251587 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 817 || Clusters count: 12 || Log posterior: -3630.7794438527026 || Iter Time:0.006597042083740234 || 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|| Iter Time:0.009290933609008789 || Total time:17.215134859085083 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 835 || Clusters count: 12 || Log posterior: -3560.0978068114696 || Iter Time:0.006690025329589844 || Total time:17.221824884414673 Iteration: 836 || Clusters count: 12 || Log posterior: -3536.7857543606733 || Iter Time:0.009286880493164062 || Total time:17.231111764907837 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 837 || Clusters count: 12 || Log posterior: -3546.41616448529 || Iter Time:0.0064580440521240234 || Total time:17.23756980895996 Iteration: 838 || Clusters count: 12 || Log posterior: -3533.261801831695 || Iter Time:0.00913095474243164 || Total time:17.246700763702393 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 12 || Log posterior: -3601.690047831847 || Iter Time:0.007024049758911133 || Total 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Iteration: 895 || Clusters count: 12 || Log posterior: -3597.924402370529 || Iter Time:0.0066280364990234375 || Total time:17.737542152404785 Iteration: 896 || Clusters count: 12 || Log posterior: -3583.5300781209853 || Iter Time:0.009778022766113281 || Total time:17.7473201751709 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 897 || Clusters count: 12 || Log posterior: -3637.219067582867 || Iter Time:0.006218910217285156 || Total time:17.753539085388184 Iteration: 898 || Clusters count: 12 || Log posterior: -3627.6300299247127 || Iter Time:0.009006977081298828 || Total time:17.762546062469482 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 899 || Clusters count: 12 || Log posterior: -3620.9653869232375 || Iter Time:0.006912946701049805 || Total time:17.769459009170532 Iteration: 900 || Clusters count: 12 || Log posterior: -3613.3682006216955 || Iter Time:0.009183168411254883 || Total 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Iteration: 939 || Clusters count: 12 || Log posterior: -3637.259627861206 || Iter Time:0.006548166275024414 || Total time:18.126078367233276 Iteration: 940 || Clusters count: 12 || Log posterior: -3612.5280034059133 || Iter Time:0.009366035461425781 || Total time:18.135444402694702 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 941 || Clusters count: 12 || Log posterior: -3660.5415704789357 || Iter Time:0.006331920623779297 || Total time:18.14177632331848 Iteration: 942 || Clusters count: 12 || Log posterior: -3634.3380454226353 || Iter Time:0.009041070938110352 || Total time:18.150817394256592 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 943 || Clusters count: 12 || Log posterior: -3588.8583226960695 || Iter Time:0.006947994232177734 || Total time:18.15776538848877 Iteration: 944 || Clusters count: 12 || Log posterior: -3565.107484093067 || Iter Time:0.009500980377197266 || Total 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Iteration: 983 || Clusters count: 12 || Log posterior: -3612.694915720874 || Iter Time:0.006357908248901367 || Total time:18.540826559066772 Iteration: 984 || Clusters count: 12 || Log posterior: -3591.7591416618025 || Iter Time:0.00953817367553711 || Total time:18.55036473274231 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 985 || Clusters count: 12 || Log posterior: -3639.271360908115 || Iter Time:0.006964921951293945 || Total time:18.557329654693604 Iteration: 986 || Clusters count: 12 || Log posterior: -3623.9255319128006 || Iter Time:0.009331941604614258 || Total time:18.566661596298218 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 987 || Clusters count: 12 || Log posterior: -3612.5394943053616 || Iter Time:0.006407022476196289 || Total time:18.573068618774414 Iteration: 988 || Clusters count: 12 || Log posterior: -3601.10126878219 || Iter Time:0.009002923965454102 || Total 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|| Log posterior: -3571.0483366708268 || Iter Time:0.008992910385131836 || Total time:18.630658626556396 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 995 || Clusters count: 12 || Log posterior: -3571.2880525976766 || Iter Time:0.009225845336914062 || Total time:18.63988447189331 Iteration: 996 || Clusters count: 12 || Log posterior: -3555.714778116055 || Iter Time:0.01045680046081543 || Total time:18.650341272354126 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 997 || Clusters count: 12 || Log posterior: -3615.494941166474 || Iter Time:0.006539106369018555 || Total time:18.656880378723145 Iteration: 998 || Clusters count: 12 || Log posterior: -3602.451216519898 || Iter Time:0.009907007217407227 || Total time:18.66678738594055 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 999 || Clusters count: 12 || Log posterior: -3633.991006705379 || Iter 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Iteration: 1005 || Clusters count: 12 || Log posterior: -3605.371737082677 || Iter Time:0.007772922515869141 || Total time:18.72285032272339 Iteration: 1006 || Clusters count: 12 || Log posterior: -3589.4755528172404 || Iter Time:0.009366989135742188 || Total time:18.73221731185913 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1007 || Clusters count: 12 || Log posterior: -3581.9317151554974 || Iter Time:0.007380962371826172 || Total time:18.739598274230957 Iteration: 1008 || Clusters count: 12 || Log posterior: -3573.899029446275 || Iter Time:0.011890172958374023 || Total time:18.75148844718933 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1009 || Clusters count: 12 || Log posterior: -3588.412338394484 || Iter Time:0.007390022277832031 || Total time:18.758878469467163 Iteration: 1010 || Clusters count: 12 || Log posterior: -3577.1690089468525 || Iter Time:0.009413003921508789 || Total 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Iteration: 1071 || Clusters count: 12 || Log posterior: -3596.6602220303457 || Iter Time:0.010221004486083984 || Total time:19.55465579032898 Iteration: 1072 || Clusters count: 12 || Log posterior: -3589.6000792911145 || Iter Time:0.014043092727661133 || Total time:19.56869888305664 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1073 || Clusters count: 12 || Log posterior: -3622.5815149127548 || Iter Time:0.011213064193725586 || Total time:19.579911947250366 Iteration: 1074 || Clusters count: 12 || Log posterior: -3609.127395442894 || Iter Time:0.014519929885864258 || Total time:19.59443187713623 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1075 || Clusters count: 12 || Log posterior: -3579.5315817412325 || Iter Time:0.03216195106506348 || Total time:19.626593828201294 Iteration: 1076 || Clusters count: 12 || Log posterior: -3566.0978310672303 || Iter Time:0.013576030731201172 || Total 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Iteration: 1203 || Clusters count: 12 || Log posterior: -3589.583386547426 || Iter Time:0.013208866119384766 || Total time:21.360496044158936 Iteration: 1204 || Clusters count: 12 || Log posterior: -3573.088805109389 || Iter Time:0.01735687255859375 || Total time:21.37785291671753 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1205 || Clusters count: 12 || Log posterior: -3587.7171669426807 || Iter Time:0.012279033660888672 || Total time:21.390131950378418 Iteration: 1206 || Clusters count: 12 || Log posterior: -3559.500510579645 || Iter Time:0.015831947326660156 || Total time:21.405963897705078 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1207 || Clusters count: 12 || Log posterior: -3604.7442571892534 || Iter Time:0.013509035110473633 || Total time:21.41947293281555 Iteration: 1208 || Clusters count: 12 || Log posterior: -3574.772729006764 || Iter Time:0.016982078552246094 || Total 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Iteration: 1291 || Clusters count: 12 || Log posterior: -3591.200085852243 || Iter Time:0.011771917343139648 || Total time:22.596311330795288 Iteration: 1292 || Clusters count: 12 || Log posterior: -3585.926302238046 || Iter Time:0.016718149185180664 || Total time:22.61302947998047 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1293 || Clusters count: 12 || Log posterior: -3640.295586334662 || Iter Time:0.013492822647094727 || Total time:22.626522302627563 Iteration: 1294 || Clusters count: 12 || Log posterior: -3619.146172507325 || Iter Time:0.036015987396240234 || Total time:22.662538290023804 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1295 || Clusters count: 12 || Log posterior: -3680.897380509464 || Iter Time:0.012738943099975586 || Total time:22.67527723312378 Iteration: 1296 || Clusters count: 12 || Log posterior: -3650.5426617342778 || Iter Time:0.01620197296142578 || Total 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|| Log posterior: -3549.91121083321 || Iter Time:0.015891075134277344 || Total time:22.780457973480225 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1303 || Clusters count: 12 || Log posterior: -3595.88776891218 || Iter Time:0.010386943817138672 || Total time:22.790844917297363 Iteration: 1304 || Clusters count: 12 || Log posterior: -3570.0529335356455 || Iter Time:0.015079975128173828 || Total time:22.805924892425537 Loading and distributing data: 0.000129 seconds (134 allocations: 13.352 KiB) Iteration: 1305 || Clusters count: 12 || Log posterior: -3545.9126334195253 || Iter Time:0.01060795783996582 || Total time:22.816532850265503 Iteration: 1306 || Clusters count: 12 || Log posterior: -3517.672695627632 || Iter Time:0.013603925704956055 || Total time:22.83013677597046 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1307 || Clusters count: 12 || Log posterior: -3563.669631279555 || Iter 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Iteration: 1313 || Clusters count: 12 || Log posterior: -3577.4021778314423 || Iter Time:0.011715173721313477 || Total time:22.918968200683594 Iteration: 1314 || Clusters count: 12 || Log posterior: -3567.841255183074 || Iter Time:0.01541900634765625 || Total time:22.93438720703125 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 12 || Log posterior: -3588.8256555030825 || Iter Time:0.01108407974243164 || Total time:22.94547128677368 Iteration: 1316 || Clusters count: 12 || Log posterior: -3555.3207341549805 || Iter Time:0.01503896713256836 || Total time:22.96051025390625 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1317 || Clusters count: 12 || Log posterior: -3550.155699908323 || Iter Time:0.01222085952758789 || Total time:22.972731113433838 Iteration: 1318 || Clusters count: 12 || Log posterior: -3532.9221981092123 || Iter Time:0.015218019485473633 || Total 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Iteration: 1357 || Clusters count: 12 || Log posterior: -3627.599384581224 || Iter Time:0.010912895202636719 || Total time:23.547239780426025 Iteration: 1358 || Clusters count: 12 || Log posterior: -3592.02325315918 || Iter Time:0.014767169952392578 || Total time:23.562006950378418 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1359 || Clusters count: 13 || Log posterior: -3609.3087213763383 || Iter Time:0.0317380428314209 || Total time:23.59374499320984 Iteration: 1360 || Clusters count: 13 || Log posterior: -3586.7897549136533 || Iter Time:0.015532970428466797 || Total time:23.609277963638306 Loading and distributing data: 0.000124 seconds (134 allocations: 13.352 KiB) Iteration: 1361 || Clusters count: 13 || Log posterior: -3581.0261186765333 || Iter Time:0.010422945022583008 || Total time:23.61970090866089 Iteration: 1362 || Clusters count: 13 || Log posterior: -3562.1492338950843 || Iter Time:0.01456308364868164 || Total 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Iteration: 1511 || Clusters count: 12 || Log posterior: -3644.4715833560517 || Iter Time:0.013184070587158203 || Total time:25.821146249771118 Iteration: 1512 || Clusters count: 12 || Log posterior: -3622.234046920592 || Iter Time:0.01697993278503418 || Total time:25.838126182556152 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1513 || Clusters count: 12 || Log posterior: -3613.9848472517556 || Iter Time:0.013099193572998047 || Total time:25.85122537612915 Iteration: 1514 || Clusters count: 12 || Log posterior: -3601.6509098348615 || Iter Time:0.01694202423095703 || Total time:25.868167400360107 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1515 || Clusters count: 12 || Log posterior: -3579.3391278980152 || Iter Time:0.013213872909545898 || Total time:25.881381273269653 Iteration: 1516 || Clusters count: 12 || Log posterior: -3577.7909346950146 || Iter Time:0.016041994094848633 || Total 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12 || Log posterior: -3587.4947123411307 || Iter Time:0.018246173858642578 || Total time:25.991522789001465 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3583.338592951512 || Iter Time:0.012614965438842773 || Total time:26.004137754440308 Iteration: 1524 || Clusters count: 12 || Log posterior: -3572.6819932437074 || Iter Time:0.016170024871826172 || Total time:26.020307779312134 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1525 || Clusters count: 12 || Log posterior: -3591.468392151011 || Iter Time:0.012140035629272461 || Total time:26.032447814941406 Iteration: 1526 || Clusters count: 12 || Log posterior: -3554.5233016323878 || Iter Time:0.038368940353393555 || Total time:26.0708167552948 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1527 || Clusters count: 12 || Log posterior: -3594.7702386524597 || Iter 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Iteration: 1533 || Clusters count: 12 || Log posterior: -3595.2516491334463 || Iter Time:0.011306047439575195 || Total time:26.161280632019043 Iteration: 1534 || Clusters count: 12 || Log posterior: -3580.4825158395743 || Iter Time:0.015831947326660156 || Total time:26.177112579345703 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1535 || Clusters count: 12 || Log posterior: -3567.4784937118125 || Iter Time:0.011822938919067383 || Total time:26.18893551826477 Iteration: 1536 || Clusters count: 12 || Log posterior: -3558.5851641058416 || Iter Time:0.015578031539916992 || Total time:26.204513549804688 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 12 || Log posterior: -3538.9947006842694 || Iter Time:0.011658906936645508 || Total time:26.216172456741333 Iteration: 1538 || Clusters count: 12 || Log posterior: -3521.2584079861176 || Iter Time:0.01595902442932129 || Total 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Iteration: 1555 || Clusters count: 12 || Log posterior: -3530.3805104758603 || Iter Time:0.012778043746948242 || Total time:26.475655794143677 Iteration: 1556 || Clusters count: 12 || Log posterior: -3503.6973818748584 || Iter Time:0.016826868057250977 || Total time:26.492482662200928 Loading and distributing data: 0.000176 seconds (129 allocations: 13.195 KiB) Iteration: 1557 || Clusters count: 12 || Log posterior: -3564.0793899212126 || Iter Time:0.013415098190307617 || Total time:26.505897760391235 Iteration: 1558 || Clusters count: 12 || Log posterior: -3552.899117658087 || Iter Time:0.01581287384033203 || Total time:26.521710634231567 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 12 || Log posterior: -3641.367196894361 || Iter Time:0.01270914077758789 || Total time:26.534419775009155 Iteration: 1560 || Clusters count: 12 || Log posterior: -3615.116452746308 || Iter Time:0.03702592849731445 || Total 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Iteration: 1577 || Clusters count: 12 || Log posterior: -3507.5004000769395 || Iter Time:0.015366077423095703 || Total time:26.80341148376465 Iteration: 1578 || Clusters count: 12 || Log posterior: -3493.2888115535407 || Iter Time:0.016314029693603516 || Total time:26.819725513458252 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1579 || Clusters count: 12 || Log posterior: -3582.8823554396336 || Iter Time:0.012440919876098633 || Total time:26.83216643333435 Iteration: 1580 || Clusters count: 12 || Log posterior: -3575.652974156604 || Iter Time:0.015844106674194336 || Total time:26.848010540008545 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1581 || Clusters count: 13 || Log posterior: -3612.7680503671027 || Iter Time:0.012162923812866211 || Total time:26.86017346382141 Iteration: 1582 || Clusters count: 13 || Log posterior: -3577.706003315732 || Iter Time:0.015624046325683594 || Total 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Iteration: 1819 || Clusters count: 12 || Log posterior: -3603.9148686154244 || Iter Time:0.013853073120117188 || Total time:30.394901990890503 Iteration: 1820 || Clusters count: 12 || Log posterior: -3583.8994485848916 || Iter Time:0.015609025955200195 || Total time:30.410511016845703 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 12 || Log posterior: -3600.1946252408034 || Iter Time:0.012985944747924805 || Total time:30.423496961593628 Iteration: 1822 || Clusters count: 12 || Log posterior: -3577.311984093775 || Iter Time:0.015431880950927734 || Total time:30.438928842544556 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 12 || Log posterior: -3557.165872643719 || Iter Time:0.012098073959350586 || Total time:30.451026916503906 Iteration: 1824 || Clusters count: 12 || Log posterior: -3547.7287815969535 || Iter Time:0.016204833984375 || Total 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12 || Log posterior: -3585.5593192707224 || Iter Time:0.014976978302001953 || Total time:30.554942846298218 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3617.3854937786095 || Iter Time:0.01140594482421875 || Total time:30.566348791122437 Iteration: 1832 || Clusters count: 12 || Log posterior: -3601.1389405001996 || Iter Time:0.016132831573486328 || Total time:30.582481622695923 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3608.1638229165897 || Iter Time:0.012311935424804688 || Total time:30.594793558120728 Iteration: 1834 || Clusters count: 12 || Log posterior: -3585.3420261512424 || Iter Time:0.015043973922729492 || Total time:30.609837532043457 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3583.969819477539 || Iter 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KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3562.991046410899 || Iter Time:0.010644197463989258 || Total time:30.704432487487793 Iteration: 1842 || Clusters count: 12 || Log posterior: -3552.6694319434027 || Iter Time:0.01413106918334961 || Total time:30.718563556671143 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3541.8990965661296 || Iter Time:0.011013031005859375 || Total time:30.729576587677002 Iteration: 1844 || Clusters count: 12 || Log posterior: -3523.6817990810932 || Iter Time:0.015156030654907227 || Total time:30.74473261833191 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3576.2646147982373 || Iter Time:0.010570049285888672 || Total time:30.755302667617798 Iteration: 1846 || Clusters count: 12 || Log posterior: -3554.83954712812 || Iter Time:0.015146017074584961 || Total 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count: 12 || Log posterior: -3571.135563675645 || Iter Time:0.01607203483581543 || Total time:30.87493872642517 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3557.1405913620383 || Iter Time:0.012388944625854492 || Total time:30.887327671051025 Iteration: 1854 || Clusters count: 12 || Log posterior: -3534.05405271739 || Iter Time:0.016839981079101562 || Total time:30.904167652130127 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3566.259891366505 || Iter Time:0.01339101791381836 || Total time:30.917558670043945 Iteration: 1856 || Clusters count: 12 || Log posterior: -3546.413365883415 || Iter Time:0.016415834426879883 || Total time:30.933974504470825 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3627.443941418723 || Iter Time:0.012450933456420898 || Total time:30.946425437927246 Iteration: 1858 || Clusters count: 12 || Log posterior: -3616.128116334572 || Iter Time:0.016854047775268555 || Total time:30.963279485702515 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3563.670666935374 || Iter Time:0.012695074081420898 || Total time:30.975974559783936 Iteration: 1860 || Clusters count: 12 || Log posterior: -3533.8231128440225 || Iter Time:0.01656794548034668 || Total time:30.992542505264282 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3502.0495216773766 || Iter Time:0.012111902236938477 || Total time:31.00465440750122 Iteration: 1862 || Clusters count: 12 || Log posterior: -3479.7752071320274 || Iter Time:0.017221927642822266 || Total time:31.021876335144043 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3497.5414211785305 || Iter Time:0.012721776962280273 || Total time:31.034598112106323 Iteration: 1864 || Clusters count: 12 || Log posterior: -3490.7044115218673 || Iter Time:0.016752958297729492 || Total time:31.051351070404053 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3560.1925411873726 || Iter Time:0.012557029724121094 || Total time:31.063908100128174 Iteration: 1866 || Clusters count: 12 || Log posterior: -3539.0895782396688 || Iter Time:0.01491999626159668 || Total time:31.07882809638977 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3579.2423858447705 || Iter Time:0.011132955551147461 || Total time:31.089961051940918 Iteration: 1868 || Clusters count: 12 || Log posterior: -3564.848451863249 || Iter Time:0.01556396484375 || Total time:31.105525016784668 Loading and distributing data: 0.000171 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3569.1682773816697 || Iter Time:0.011728048324584961 || Total time:31.117253065109253 Iteration: 1870 || Clusters count: 12 || Log posterior: -3560.4145520510424 || Iter Time:0.015516042709350586 || Total time:31.132769107818604 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3617.3806987183543 || Iter Time:0.09424018859863281 || Total time:31.227009296417236 Iteration: 1872 || Clusters count: 12 || Log posterior: -3600.8609430262973 || Iter Time:0.22263383865356445 || Total time:31.4496431350708 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3614.7428299167473 || Iter Time:0.009495973587036133 || Total time:31.459139108657837 Iteration: 1874 || Clusters count: 12 || Log posterior: -3576.890631694767 || Iter Time:0.013899087905883789 || Total time:31.47303819656372 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3601.5011387968143 || Iter Time:0.011028051376342773 || Total time:31.484066247940063 Iteration: 1876 || Clusters count: 12 || Log posterior: -3583.7162239851514 || Iter Time:0.01479196548461914 || Total time:31.498858213424683 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3598.2736729630833 || Iter Time:0.012478113174438477 || Total time:31.51133632659912 Iteration: 1878 || Clusters count: 12 || Log posterior: -3586.634203236803 || Iter Time:0.01538705825805664 || Total time:31.526723384857178 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3624.191267201378 || Iter Time:0.012480974197387695 || Total time:31.539204359054565 Iteration: 1880 || Clusters count: 12 || Log posterior: -3601.705371226501 || Iter Time:0.015603065490722656 || Total time:31.554807424545288 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3596.1006831210934 || Iter Time:0.01264810562133789 || Total time:31.567455530166626 Iteration: 1882 || Clusters count: 12 || Log posterior: -3586.40342099613 || Iter Time:0.016015052795410156 || Total time:31.583470582962036 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3578.9292004965987 || Iter Time:0.012057781219482422 || Total time:31.59552836418152 Iteration: 1884 || Clusters count: 12 || Log posterior: -3565.554149281754 || Iter Time:0.01641106605529785 || Total time:31.611939430236816 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3557.6973919318207 || Iter Time:0.011115074157714844 || Total time:31.62305450439453 Iteration: 1886 || Clusters count: 12 || Log posterior: -3540.1965069909947 || Iter Time:0.03844189643859863 || Total time:31.66149640083313 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3581.300833092207 || Iter Time:0.015352010726928711 || Total time:31.67684841156006 Iteration: 1888 || Clusters count: 12 || Log posterior: -3562.763406521642 || Iter Time:0.016628026962280273 || Total time:31.69347643852234 Loading and distributing data: 0.000191 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3641.8831184861133 || Iter Time:0.0158388614654541 || Total time:31.709315299987793 Iteration: 1890 || Clusters count: 12 || Log posterior: -3616.6793760501787 || Iter Time:0.015347957611083984 || Total time:31.724663257598877 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3610.0809576587694 || Iter Time:0.011741876602172852 || Total time:31.73640513420105 Iteration: 1892 || Clusters count: 12 || Log posterior: -3593.4002399603446 || Iter Time:0.015415191650390625 || Total time:31.75182032585144 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3557.537550592543 || Iter Time:0.014155864715576172 || Total time:31.765976190567017 Iteration: 1894 || Clusters count: 12 || Log posterior: -3550.014029229455 || Iter Time:0.014899969100952148 || Total time:31.78087615966797 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3563.744190915037 || Iter Time:0.015676021575927734 || Total time:31.796552181243896 Iteration: 1896 || Clusters count: 12 || Log posterior: -3552.7431806837926 || Iter Time:0.014960050582885742 || Total time:31.811512231826782 Loading and distributing data: 0.000253 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3541.406061004495 || Iter Time:0.011509180068969727 || Total time:31.823021411895752 Iteration: 1898 || Clusters count: 12 || Log posterior: -3527.7996329637836 || Iter Time:0.015657901763916016 || Total time:31.838679313659668 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3543.6293594229 || Iter Time:0.012652873992919922 || Total time:31.851332187652588 Iteration: 1900 || Clusters count: 12 || Log posterior: -3532.065217671556 || Iter Time:0.01559901237487793 || Total time:31.866931200027466 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3510.469689877213 || Iter Time:0.011764049530029297 || Total time:31.878695249557495 Iteration: 1902 || Clusters count: 12 || Log posterior: -3498.1222956234456 || Iter Time:0.01651310920715332 || Total time:31.89520835876465 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3561.595809453809 || Iter Time:0.012658119201660156 || Total time:31.90786647796631 Iteration: 1904 || Clusters count: 12 || Log posterior: -3550.276200784187 || Iter Time:0.016651153564453125 || Total time:31.92451763153076 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3577.7960484639884 || Iter Time:0.012583017349243164 || Total time:31.937100648880005 Iteration: 1906 || Clusters count: 12 || Log posterior: -3557.7728505234336 || Iter Time:0.015565872192382812 || Total time:31.952666521072388 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3592.321134687375 || Iter Time:0.011901140213012695 || Total time:31.9645676612854 Iteration: 1908 || Clusters count: 12 || Log posterior: -3558.981691058495 || Iter Time:0.014919042587280273 || Total time:31.97948670387268 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3583.3429572764503 || Iter Time:0.012171030044555664 || Total time:31.991657733917236 Iteration: 1910 || Clusters count: 12 || Log posterior: -3565.1794570067336 || Iter Time:0.015194892883300781 || Total time:32.00685262680054 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3600.691230717235 || Iter Time:0.010577917098999023 || Total time:32.017430543899536 Iteration: 1912 || Clusters count: 12 || Log posterior: -3584.891986397205 || Iter Time:0.013768911361694336 || Total time:32.03119945526123 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3528.671726140414 || Iter Time:0.01024007797241211 || Total time:32.04143953323364 Iteration: 1914 || Clusters count: 12 || Log posterior: -3522.2379459722533 || Iter Time:0.013679027557373047 || Total time:32.055118560791016 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3528.0520264372367 || Iter Time:0.011270999908447266 || Total time:32.06638956069946 Iteration: 1916 || Clusters count: 12 || Log posterior: -3516.688542579995 || Iter Time:0.015765905380249023 || Total time:32.08215546607971 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3534.9503870498734 || Iter Time:0.011085987091064453 || Total time:32.093241453170776 Iteration: 1918 || Clusters count: 12 || Log posterior: -3521.5302767261123 || Iter Time:0.013634920120239258 || Total time:32.106876373291016 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3582.4322983054567 || Iter Time:0.009983062744140625 || Total time:32.116859436035156 Iteration: 1920 || Clusters count: 12 || Log posterior: -3560.1286810058314 || Iter Time:0.014432907104492188 || Total time:32.13129234313965 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3590.9388965155345 || Iter Time:0.01032400131225586 || Total time:32.141616344451904 Iteration: 1922 || Clusters count: 12 || Log posterior: -3561.630438173806 || Iter Time:0.013720035552978516 || Total time:32.15533638000488 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3558.1281492398857 || Iter Time:0.03158378601074219 || Total time:32.186920166015625 Iteration: 1924 || Clusters count: 12 || Log posterior: -3538.9727285748354 || Iter Time:0.01438593864440918 || Total time:32.201306104660034 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3533.637950504167 || Iter Time:0.01102900505065918 || Total time:32.21233510971069 Iteration: 1926 || Clusters count: 12 || Log posterior: -3526.608807802312 || Iter Time:0.014963150024414062 || Total time:32.22729825973511 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3563.4536292627545 || Iter Time:0.011855125427246094 || Total time:32.23915338516235 Iteration: 1928 || Clusters count: 12 || Log posterior: -3554.668028914051 || Iter Time:0.01629805564880371 || Total time:32.25545144081116 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3588.65022719929 || Iter Time:0.012161970138549805 || Total time:32.26761341094971 Iteration: 1930 || Clusters count: 12 || Log posterior: -3575.9602024416645 || Iter Time:0.016720056533813477 || Total time:32.28433346748352 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3566.4081535536448 || Iter Time:0.011662960052490234 || Total time:32.29599642753601 Iteration: 1932 || Clusters count: 12 || Log posterior: -3539.4023611522653 || Iter Time:0.015697956085205078 || Total time:32.311694383621216 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3545.028031603547 || Iter Time:0.01166081428527832 || Total time:32.323355197906494 Iteration: 1934 || Clusters count: 12 || Log posterior: -3514.9992411270637 || Iter Time:0.015151023864746094 || Total time:32.33850622177124 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3574.385391481697 || Iter Time:0.012432098388671875 || Total time:32.35093832015991 Iteration: 1936 || Clusters count: 12 || Log posterior: -3559.4521993102367 || Iter Time:0.016670942306518555 || Total time:32.36760926246643 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3527.8128726625014 || Iter Time:0.012248039245605469 || Total time:32.379857301712036 Iteration: 1938 || Clusters count: 12 || Log posterior: -3503.4889609145953 || Iter Time:0.016097068786621094 || Total time:32.39595437049866 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3535.293251524574 || Iter Time:0.012206077575683594 || Total time:32.40816044807434 Iteration: 1940 || Clusters count: 12 || Log posterior: -3516.0905482080357 || Iter Time:0.015104055404663086 || Total time:32.423264503479004 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3501.519343311809 || Iter Time:0.01160287857055664 || Total time:32.43486738204956 Iteration: 1942 || Clusters count: 12 || Log posterior: -3474.0055462847777 || Iter Time:0.015291929244995117 || Total time:32.450159311294556 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3474.7053831244384 || Iter Time:0.011334896087646484 || Total time:32.4614942073822 Iteration: 1944 || Clusters count: 12 || Log posterior: -3465.9497702135122 || Iter Time:0.01582813262939453 || Total time:32.4773223400116 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3465.3934086379504 || Iter Time:0.013484001159667969 || Total time:32.490806341171265 Iteration: 1946 || Clusters count: 12 || Log posterior: -3452.8114413027834 || Iter Time:0.01722407341003418 || Total time:32.5080304145813 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3538.007665152462 || Iter Time:0.019250869750976562 || Total time:32.527281284332275 Iteration: 1948 || Clusters count: 12 || Log posterior: -3518.5383371113476 || Iter Time:0.01721501350402832 || Total time:32.544496297836304 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3583.9826427870926 || Iter Time:0.012181997299194336 || Total time:32.5566782951355 Iteration: 1950 || Clusters count: 12 || Log posterior: -3560.540528270264 || Iter Time:0.015923023223876953 || Total time:32.572601318359375 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3565.556479319784 || Iter Time:0.01190805435180664 || Total time:32.58450937271118 Iteration: 1952 || Clusters count: 12 || Log posterior: -3544.098388085704 || Iter Time:0.0158078670501709 || Total time:32.60031723976135 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3587.8329435376972 || Iter Time:0.012511014938354492 || Total time:32.61282825469971 Iteration: 1954 || Clusters count: 12 || Log posterior: -3555.927593926083 || Iter Time:0.016323089599609375 || Total time:32.629151344299316 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3564.9587893337484 || Iter Time:0.012681007385253906 || Total time:32.64183235168457 Iteration: 1956 || Clusters count: 12 || Log posterior: -3543.658126697058 || Iter Time:0.01572895050048828 || Total time:32.65756130218506 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3622.8453997478646 || Iter Time:0.011870861053466797 || Total time:32.669432163238525 Iteration: 1958 || Clusters count: 12 || Log posterior: -3608.686370286496 || Iter Time:0.015047073364257812 || Total time:32.68447923660278 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3618.6798088841792 || Iter Time:0.011332035064697266 || Total time:32.69581127166748 Iteration: 1960 || Clusters count: 12 || Log posterior: -3593.0987826549526 || Iter Time:0.03848600387573242 || Total time:32.73429727554321 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3623.206388064867 || Iter Time:0.011123180389404297 || Total time:32.74542045593262 Iteration: 1962 || Clusters count: 12 || Log posterior: -3610.995699784585 || Iter Time:0.014964103698730469 || Total time:32.76038455963135 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3586.678109512334 || Iter Time:0.01106405258178711 || Total time:32.771448612213135 Iteration: 1964 || Clusters count: 12 || Log posterior: -3571.3638433141577 || Iter Time:0.01468801498413086 || Total time:32.786136627197266 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3544.5805945743514 || Iter Time:0.010745048522949219 || Total time:32.796881675720215 Iteration: 1966 || Clusters count: 12 || Log posterior: -3521.775482550525 || Iter Time:0.014873981475830078 || Total time:32.811755657196045 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3594.039882573705 || Iter Time:0.010938882827758789 || Total time:32.822694540023804 Iteration: 1968 || Clusters count: 12 || Log posterior: -3566.1756274417644 || Iter Time:0.014867067337036133 || Total time:32.83756160736084 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3618.4492976113306 || Iter Time:0.012167930603027344 || Total time:32.84972953796387 Iteration: 1970 || Clusters count: 12 || Log posterior: -3590.3491440570356 || Iter Time:0.01601099967956543 || Total time:32.86574053764343 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3585.635122597402 || Iter Time:0.012341022491455078 || Total time:32.87808156013489 Iteration: 1972 || Clusters count: 12 || Log posterior: -3577.4851414623117 || Iter Time:0.017193078994750977 || Total time:32.89527463912964 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3571.5929874082776 || Iter Time:0.012688159942626953 || Total time:32.907962799072266 Iteration: 1974 || Clusters count: 12 || Log posterior: -3561.0462258589255 || Iter Time:0.015543937683105469 || Total time:32.92350673675537 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3627.784957575492 || Iter Time:0.012089014053344727 || Total time:32.935595750808716 Iteration: 1976 || Clusters count: 12 || Log posterior: -3614.9844868943196 || Iter Time:0.01587986946105957 || Total time:32.951475620269775 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3599.987162600238 || Iter Time:0.014247894287109375 || Total time:32.965723514556885 Iteration: 1978 || Clusters count: 12 || Log posterior: -3577.6948617616745 || Iter Time:0.016542911529541016 || Total time:32.982266426086426 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3583.8646265365946 || Iter Time:0.012816905975341797 || Total time:32.99508333206177 Iteration: 1980 || Clusters count: 12 || Log posterior: -3569.4269406365543 || Iter Time:0.016026973724365234 || Total time:33.01111030578613 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3567.9127807539994 || Iter Time:0.012444019317626953 || Total time:33.02355432510376 Iteration: 1982 || Clusters count: 12 || Log posterior: -3560.771269212738 || Iter Time:0.0155029296875 || Total time:33.03905725479126 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3597.0826236259463 || Iter Time:0.011487960815429688 || Total time:33.05054521560669 Iteration: 1984 || Clusters count: 12 || Log posterior: -3566.890860363351 || Iter Time:0.015722036361694336 || Total time:33.066267251968384 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3569.839423410785 || Iter Time:0.011079072952270508 || Total time:33.077346324920654 Iteration: 1986 || Clusters count: 12 || Log posterior: -3554.4270358260633 || Iter Time:0.015136957168579102 || Total time:33.09248328208923 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3549.1809952646763 || Iter Time:0.010445117950439453 || Total time:33.10292840003967 Iteration: 1988 || Clusters count: 12 || Log posterior: -3534.510569553929 || Iter Time:0.01442718505859375 || Total time:33.11735558509827 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3536.74938377279 || Iter Time:0.012161016464233398 || Total time:33.1295166015625 Iteration: 1990 || Clusters count: 12 || Log posterior: -3523.0808832318507 || Iter Time:0.014917135238647461 || Total time:33.14443373680115 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3576.622754338562 || Iter Time:0.012304067611694336 || Total time:33.15673780441284 Iteration: 1992 || Clusters count: 12 || Log posterior: -3552.9598858121753 || Iter Time:0.016048908233642578 || Total time:33.172786712646484 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3582.7745547159507 || Iter Time:0.012084007263183594 || Total time:33.18487071990967 Iteration: 1994 || Clusters count: 12 || Log posterior: -3569.55107080911 || Iter Time:0.015734195709228516 || Total time:33.2006049156189 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3584.4181428962347 || Iter Time:0.013839960098266602 || Total time:33.21444487571716 Iteration: 1996 || Clusters count: 12 || Log posterior: -3568.268984294152 || Iter Time:0.01671600341796875 || Total time:33.23116087913513 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3596.8396975788255 || Iter Time:0.013047933578491211 || Total time:33.24420881271362 Iteration: 1998 || Clusters count: 12 || Log posterior: -3574.7194811895483 || Iter Time:0.04041290283203125 || Total time:33.284621715545654 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3541.4684880336263 || Iter Time:0.01226186752319336 || Total time:33.29688358306885 Iteration: 2000 || Clusters count: 12 || Log posterior: -3519.50097827536 || Iter Time:0.017050981521606445 || Total time:33.313934564590454 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3557.877835579884 || Iter Time:0.011541128158569336 || Total time:33.32547569274902 Iteration: 2002 || Clusters count: 12 || Log posterior: -3545.26995744174 || Iter Time:0.014703989028930664 || Total time:33.340179681777954 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3572.195339990224 || Iter Time:0.010574102401733398 || Total time:33.35075378417969 Iteration: 2004 || Clusters count: 12 || Log posterior: -3549.846166976961 || Iter Time:0.015178918838500977 || Total time:33.36593270301819 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3537.4741063503575 || Iter Time:0.010910987854003906 || Total time:33.37684369087219 Iteration: 2006 || Clusters count: 12 || Log posterior: -3523.0831033544155 || Iter Time:0.015268802642822266 || Total time:33.392112493515015 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3555.937140909586 || Iter Time:0.011076927185058594 || Total time:33.40318942070007 Iteration: 2008 || Clusters count: 12 || Log posterior: -3545.4819913183114 || Iter Time:0.015133857727050781 || Total time:33.418323278427124 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3618.3787616846857 || Iter Time:0.011328935623168945 || Total time:33.42965221405029 Iteration: 2010 || Clusters count: 12 || Log posterior: -3604.6408494099114 || Iter Time:0.014309883117675781 || Total time:33.44396209716797 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3569.711301201744 || Iter Time:0.01100611686706543 || Total time:33.454968214035034 Iteration: 2012 || Clusters count: 12 || Log posterior: -3540.8695696339805 || Iter Time:0.014892101287841797 || Total time:33.469860315322876 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3556.8114254065754 || Iter Time:0.01166987419128418 || Total time:33.48153018951416 Iteration: 2014 || Clusters count: 12 || Log posterior: -3528.39349709269 || Iter Time:0.015177011489868164 || Total time:33.49670720100403 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3583.5283123612985 || Iter Time:0.010746002197265625 || Total time:33.507453203201294 Iteration: 2016 || Clusters count: 12 || Log posterior: -3549.9972938921373 || Iter Time:0.014657020568847656 || Total time:33.52211022377014 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3582.0436463983688 || Iter Time:0.01159811019897461 || Total time:33.533708333969116 Iteration: 2018 || Clusters count: 12 || Log posterior: -3550.5118867757114 || Iter Time:0.01482701301574707 || Total time:33.54853534698486 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3555.7693016003595 || Iter Time:0.012180089950561523 || Total time:33.560715436935425 Iteration: 2020 || Clusters count: 12 || Log posterior: -3546.7619578520817 || Iter Time:0.016366004943847656 || Total time:33.57708144187927 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3526.3457664952452 || Iter Time:0.011601924896240234 || Total time:33.58868336677551 Iteration: 2022 || Clusters count: 12 || Log posterior: -3521.066126396427 || Iter Time:0.016269922256469727 || Total time:33.60495328903198 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3521.4731756029546 || Iter Time:0.011760950088500977 || Total time:33.61671423912048 Iteration: 2024 || Clusters count: 12 || Log posterior: -3486.0370199084236 || Iter Time:0.01479482650756836 || Total time:33.63150906562805 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3503.8075924443765 || Iter Time:0.011648893356323242 || Total time:33.643157958984375 Iteration: 2026 || Clusters count: 12 || Log posterior: -3490.46340945496 || Iter Time:0.015111923217773438 || Total time:33.65826988220215 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3542.8540799567527 || Iter Time:0.010740041732788086 || Total time:33.66900992393494 Iteration: 2028 || Clusters count: 12 || Log posterior: -3521.823641682213 || Iter Time:0.01491093635559082 || Total time:33.68392086029053 Avg NMI: 0.877146363865323 Full NMI: 0.8681302518973284 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 192.18s PkgEval succeeded after 309.86s