Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.36 (e2f3178d9b*) started at 2025-11-06T18:40:31.292 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.71s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.15.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.66 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.11.4 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.77s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Error: Failed to use TestEnv.jl; test dependencies will not be precompiled │ exception = │ UndefVarError: `project_rel_path` not defined in `TestEnv` │ Suggestion: this global was defined as `Pkg.Operations.project_rel_path` but not assigned a value. │ Stacktrace: │ [1] get_test_dir(ctx::Pkg.Types.Context, pkgspec::PackageSpec) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:9 │ [6] top-level scope │ @ /PkgEval.jl/scripts/precompile.jl:24 │ [7] include(mod::Module, _path::String) │ @ Base ./Base.jl:309 │ [8] exec_options(opts::Base.JLOptions) │ @ Base ./client.jl:344 │ [9] _start() │ @ Base ./client.jl:577 └ @ Main /PkgEval.jl/scripts/precompile.jl:26 Precompiling package dependencies... Precompiling packages... 2776.8 ms ✓ DistributedArrays 6946.4 ms ✓ StatsBase 6065.9 ms ✓ SpecialFunctions 9860.4 ms ✓ Clustering 3968.0 ms ✓ HypergeometricFunctions 13387.2 ms ✓ KernelFunctions 3111.0 ms ✓ StatsFuns 3404.4 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 14500.7 ms ✓ Distributions 4572.2 ms ✓ Distributions → DistributionsChainRulesCoreExt 6200.4 ms ✓ Distributions → DistributionsTestExt 10866.3 ms ✓ DPMMSubClustersStreaming 12 dependencies successfully precompiled in 89 seconds. 88 already precompiled. Precompilation completed after 93.2s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_4k8GVn/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.66 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_4k8GVn/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.15.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.66 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 2.782660 seconds (839.14 k allocations: 48.708 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:15.278810024261475 || Total time:15.278810024261475 Iteration: 1 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.005783796310424805 || Total time:15.2845938205719 Iteration: 2 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.0053670406341552734 || Total time:15.289960861206055 Iteration: 3 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.0053479671478271484 || Total time:15.295308828353882 Iteration: 4 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.005087137222290039 || Total time:15.300395965576172 Iteration: 5 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.015221834182739258 || Total time:15.315617799758911 Iteration: 6 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.00531005859375 || Total time:15.320927858352661 Iteration: 7 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.006256103515625 || Total time:15.327183961868286 Iteration: 8 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.0051081180572509766 || Total time:15.332292079925537 Iteration: 9 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.005256175994873047 || Total time:15.33754825592041 Iteration: 10 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.0053119659423828125 || Total time:15.342860221862793 Iteration: 11 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.005090951919555664 || Total time:15.347951173782349 Iteration: 12 || Clusters count: 1 || Log posterior: -233160.22548629093 || Iter Time:0.10164904594421387 || Total time:15.449600219726562 Iteration: 13 || Clusters count: 2 || Log posterior: -232672.412043256 || Iter Time:3.7092700004577637 || Total time:19.158870220184326 Iteration: 14 || Clusters count: 2 || Log posterior: -232692.74202285058 || Iter Time:0.006446123123168945 || Total time:19.165316343307495 Iteration: 15 || Clusters count: 2 || Log posterior: -232685.3861268574 || Iter Time:0.005491971969604492 || Total time:19.1708083152771 Iteration: 16 || Clusters count: 2 || Log posterior: -232686.78672273539 || Iter Time:0.00619196891784668 || Total time:19.177000284194946 Iteration: 17 || Clusters count: 2 || Log posterior: -232686.4868928715 || Iter Time:0.0062100887298583984 || Total time:19.183210372924805 Iteration: 18 || Clusters count: 2 || Log posterior: -232682.7500273379 || Iter Time:0.0055849552154541016 || Total time:19.18879532814026 Iteration: 19 || Clusters count: 2 || Log posterior: -232691.88341321424 || Iter Time:0.005398988723754883 || Total time:19.194194316864014 Iteration: 20 || Clusters count: 2 || Log posterior: -232588.38795162734 || Iter Time:3.1062707901000977 || Total time:22.30046510696411 Loading and distributing data: 0.000886 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232833.9070125433 || Iter Time:0.028854846954345703 || Total time:22.329319953918457 Iteration: 22 || Clusters count: 2 || Log posterior: -232777.12170151377 || Iter Time:0.005435943603515625 || Total time:22.334755897521973 Iteration: 23 || Clusters count: 2 || Log posterior: -232750.73606358338 || Iter Time:0.005278110504150391 || Total time:22.340034008026123 Iteration: 24 || Clusters count: 2 || Log posterior: -232769.8244389406 || Iter Time:0.005365848541259766 || Total time:22.345399856567383 Iteration: 25 || Clusters count: 2 || Log posterior: -232764.24241835583 || Iter Time:0.005337953567504883 || Total time:22.350737810134888 Iteration: 26 || Clusters count: 2 || Log posterior: -232756.47252559222 || Iter Time:0.0053560733795166016 || Total time:22.356093883514404 Iteration: 27 || Clusters count: 2 || Log posterior: -232751.80406092817 || Iter Time:0.005379915237426758 || Total time:22.36147379875183 Iteration: 28 || Clusters count: 3 || Log posterior: -232496.06070910502 || Iter Time:0.0068171024322509766 || Total time:22.368290901184082 Iteration: 29 || Clusters count: 3 || Log posterior: -232410.10604507956 || Iter Time:0.0058290958404541016 || Total time:22.374119997024536 Iteration: 30 || Clusters count: 3 || Log posterior: -232377.991213783 || Iter Time:0.005671024322509766 || Total time:22.379791021347046 Iteration: 31 || Clusters count: 3 || Log posterior: -232353.20310652442 || Iter Time:0.005789041519165039 || Total time:22.38558006286621 Iteration: 32 || Clusters count: 3 || Log posterior: -232381.21000405302 || Iter Time:0.005656003952026367 || Total time:22.391236066818237 Iteration: 33 || Clusters count: 3 || Log posterior: -232361.68337224555 || Iter Time:0.005864858627319336 || Total time:22.397100925445557 Iteration: 34 || Clusters count: 3 || Log posterior: -232374.36399541408 || Iter Time:0.005656003952026367 || Total time:22.402756929397583 Iteration: 35 || Clusters count: 4 || Log posterior: -231956.4943171571 || Iter Time:0.0074579715728759766 || Total time:22.41021490097046 Iteration: 36 || Clusters count: 4 || Log posterior: -231902.6176756214 || Iter Time:0.005956172943115234 || Total time:22.416171073913574 Iteration: 37 || Clusters count: 4 || Log posterior: -231898.2149784968 || Iter Time:0.04925394058227539 || Total time:22.46542501449585 Iteration: 38 || Clusters count: 4 || Log posterior: -231863.4174733016 || Iter Time:0.006732940673828125 || Total time:22.472157955169678 Iteration: 39 || Clusters count: 4 || Log posterior: -231841.32238760337 || Iter Time:0.0060710906982421875 || Total time:22.47822904586792 Iteration: 40 || Clusters count: 4 || Log posterior: -231846.62385690297 || Iter Time:0.006072998046875 || Total time:22.484302043914795 Iteration: 41 || Clusters count: 4 || Log posterior: -231776.94412531558 || Iter Time:0.005964994430541992 || Total time:22.490267038345337 Loading and distributing data: 0.001003 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261726.33206221266 || Iter Time:0.007547140121459961 || Total time:22.497814178466797 Iteration: 43 || Clusters count: 4 || Log posterior: -261699.28864872683 || Iter Time:0.006810903549194336 || Total time:22.50462508201599 Iteration: 44 || Clusters count: 4 || Log posterior: -261690.2627428021 || Iter Time:0.006644010543823242 || Total time:22.511269092559814 Iteration: 45 || Clusters count: 4 || Log posterior: -261673.3602867771 || Iter Time:0.006680011749267578 || Total time:22.517949104309082 Iteration: 46 || Clusters count: 4 || Log posterior: -261669.03860120638 || Iter Time:0.006594181060791016 || Total time:22.524543285369873 Iteration: 47 || Clusters count: 4 || Log posterior: -261678.53780341597 || Iter Time:0.006840944290161133 || Total time:22.531384229660034 Iteration: 48 || Clusters count: 4 || Log posterior: -261708.39885889506 || Iter Time:0.006762027740478516 || Total time:22.538146257400513 Iteration: 49 || Clusters count: 4 || Log posterior: -261684.3350533287 || Iter Time:0.006711006164550781 || Total time:22.544857263565063 Iteration: 50 || Clusters count: 5 || Log posterior: -261382.5819181837 || Iter Time:0.008181095123291016 || Total time:22.553038358688354 Iteration: 51 || Clusters count: 5 || Log posterior: -261314.02608660716 || Iter Time:0.007174015045166016 || Total time:22.56021237373352 Iteration: 52 || Clusters count: 5 || Log posterior: -261286.48905261664 || Iter Time:0.007103919982910156 || Total time:22.56731629371643 Iteration: 53 || Clusters count: 5 || Log posterior: -261276.93104847387 || Iter Time:0.006852149963378906 || Total time:22.57416844367981 Iteration: 54 || Clusters count: 6 || Log posterior: -260892.4233373591 || Iter Time:0.008238792419433594 || Total time:22.582407236099243 Iteration: 55 || Clusters count: 6 || Log posterior: -260755.74086690432 || Iter Time:0.007219791412353516 || Total time:22.589627027511597 Iteration: 56 || Clusters count: 7 || Log posterior: -260308.41397738134 || Iter Time:0.008236169815063477 || Total time:22.59786319732666 Iteration: 57 || Clusters count: 7 || Log posterior: -260256.23507090026 || Iter Time:0.00786900520324707 || Total time:22.605732202529907 Iteration: 58 || Clusters count: 7 || Log posterior: -260231.97114560183 || Iter Time:0.08292698860168457 || Total time:22.688659191131592 Iteration: 59 || Clusters count: 7 || Log posterior: -260230.60670564062 || Iter Time:0.00816798210144043 || Total time:22.696827173233032 Iteration: 60 || Clusters count: 7 || Log posterior: -260214.5558726672 || Iter Time:0.008004903793334961 || Total time:22.704832077026367 Iteration: 61 || Clusters count: 7 || Log posterior: -260195.61618966403 || Iter Time:0.007994890213012695 || Total time:22.71282696723938 Iteration: 62 || Clusters count: 7 || Log posterior: -260143.89187057104 || Iter Time:0.007935047149658203 || Total time:22.720762014389038 Loading and distributing data: 0.000809 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260286.10551461525 || Iter Time:0.007964134216308594 || Total time:22.728726148605347 Iteration: 64 || Clusters count: 7 || Log posterior: -260228.39802591378 || Iter Time:0.008033990859985352 || Total time:22.736760139465332 Iteration: 65 || Clusters count: 8 || Log posterior: -260131.41569221747 || Iter Time:0.00929713249206543 || Total time:22.746057271957397 Iteration: 66 || Clusters count: 8 || Log posterior: -260023.95242105288 || Iter Time:0.008169174194335938 || Total time:22.754226446151733 Iteration: 67 || Clusters count: 8 || Log posterior: -259968.76561304153 || Iter Time:0.008273124694824219 || Total time:22.762499570846558 Iteration: 68 || Clusters count: 9 || Log posterior: -259207.6628952005 || Iter Time:0.009663820266723633 || Total time:22.77216339111328 Iteration: 69 || Clusters count: 10 || Log posterior: -258896.2610819787 || Iter Time:0.010102987289428711 || Total time:22.78226637840271 Iteration: 70 || Clusters count: 10 || Log posterior: -258797.70782554286 || Iter Time:0.009256124496459961 || Total time:22.79152250289917 Iteration: 71 || Clusters count: 10 || Log posterior: -258778.94205012586 || Iter Time:0.7881689071655273 || Total time:23.579691410064697 Iteration: 72 || Clusters count: 10 || Log posterior: -258765.934899386 || Iter Time:0.008728981018066406 || Total time:23.588420391082764 Iteration: 73 || Clusters count: 11 || Log posterior: -258353.92076538407 || Iter Time:0.01026606559753418 || Total time:23.598686456680298 Iteration: 74 || Clusters count: 11 || Log posterior: -258328.87679630067 || Iter Time:0.020374059677124023 || Total time:23.619060516357422 Iteration: 75 || Clusters count: 11 || Log posterior: -258326.28607773347 || Iter Time:0.010226964950561523 || Total time:23.629287481307983 Iteration: 76 || Clusters count: 12 || Log posterior: -257906.16925397966 || Iter Time:0.03225302696228027 || Total time:23.661540508270264 Iteration: 77 || Clusters count: 12 || Log posterior: -257851.6637110186 || Iter Time:0.009474039077758789 || Total time:23.671014547348022 Iteration: 78 || Clusters count: 12 || Log posterior: -257860.7355434962 || Iter Time:0.009444952011108398 || Total time:23.68045949935913 Iteration: 79 || Clusters count: 12 || Log posterior: -257838.47433146884 || Iter Time:0.009641885757446289 || Total time:23.690101385116577 Iteration: 80 || Clusters count: 12 || Log posterior: -257850.13718670758 || Iter Time:0.009942054748535156 || Total time:23.700043439865112 Iteration: 81 || Clusters count: 12 || Log posterior: -257836.14655971114 || Iter Time:0.00964212417602539 || Total time:23.709685564041138 Iteration: 82 || Clusters count: 12 || Log posterior: -257849.77588637677 || Iter Time:0.009699821472167969 || Total time:23.719385385513306 Iteration: 83 || Clusters count: 12 || Log posterior: -257810.89580734092 || Iter Time:0.00934600830078125 || Total time:23.728731393814087 Loading and distributing data: 0.000729 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -256852.11167313522 || Iter Time:0.013056039810180664 || Total time:23.741787433624268 Iteration: 85 || Clusters count: 14 || Log posterior: -256687.41301097698 || Iter Time:0.011739969253540039 || Total time:23.753527402877808 Iteration: 86 || Clusters count: 14 || Log posterior: -256649.92656609902 || Iter Time:0.012072086334228516 || Total time:23.765599489212036 Iteration: 87 || Clusters count: 14 || Log posterior: -256630.0283403341 || Iter Time:0.026515960693359375 || Total time:23.792115449905396 Iteration: 88 || Clusters count: 14 || Log posterior: -256618.2138412894 || Iter Time:0.011696815490722656 || Total time:23.803812265396118 Iteration: 89 || Clusters count: 14 || Log posterior: -256607.1171694652 || Iter Time:0.011699914932250977 || Total time:23.81551218032837 Iteration: 90 || Clusters count: 14 || Log posterior: -256611.96375017124 || Iter Time:0.011675834655761719 || Total time:23.82718801498413 Iteration: 91 || Clusters count: 15 || Log posterior: -256380.8096403406 || Iter Time:0.012269020080566406 || Total time:23.839457035064697 Iteration: 92 || Clusters count: 15 || Log posterior: -256324.47146834078 || Iter Time:0.011699914932250977 || Total time:23.85115694999695 Iteration: 93 || Clusters count: 15 || Log posterior: -256344.56042260423 || Iter Time:0.011683940887451172 || Total time:23.8628408908844 Iteration: 94 || Clusters count: 15 || Log posterior: -256327.88940914144 || Iter Time:0.011860847473144531 || Total time:23.874701738357544 Iteration: 95 || Clusters count: 15 || Log posterior: -256329.5613464047 || Iter Time:0.012104034423828125 || Total time:23.886805772781372 Iteration: 96 || Clusters count: 15 || Log posterior: -256329.82355336007 || Iter Time:0.01725912094116211 || Total time:23.904064893722534 Iteration: 97 || Clusters count: 15 || Log posterior: -256329.3257205298 || Iter Time:0.012998819351196289 || Total time:23.91706371307373 Iteration: 98 || Clusters count: 15 || Log posterior: -256335.05937908462 || Iter Time:0.012560129165649414 || Total time:23.92962384223938 Iteration: 99 || Clusters count: 15 || Log posterior: -256333.85672588952 || Iter Time:0.014046907424926758 || Total time:23.943670749664307 Iteration: 100 || Clusters count: 15 || Log posterior: -256323.99866260146 || Iter Time:0.013405084609985352 || Total time:23.957075834274292 Iteration: 101 || Clusters count: 15 || Log posterior: -256336.46512467766 || Iter Time:0.013981819152832031 || Total time:23.971057653427124 Iteration: 102 || Clusters count: 16 || Log posterior: -256080.17288362593 || Iter Time:0.016169071197509766 || Total time:23.987226724624634 Iteration: 103 || Clusters count: 16 || Log posterior: -256049.37269130014 || Iter Time:0.01996612548828125 || Total time:24.007192850112915 Iteration: 104 || Clusters count: 16 || Log posterior: -256033.57841092907 || Iter Time:0.014074087142944336 || Total time:24.02126693725586 Loading and distributing data: 0.000704 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -255257.70840888866 || Iter Time:0.015524864196777344 || Total time:24.036791801452637 Iteration: 106 || Clusters count: 18 || Log posterior: -255095.16092496194 || Iter Time:0.015260934829711914 || Total time:24.05205273628235 Iteration: 107 || Clusters count: 18 || Log posterior: -255056.3082588664 || Iter Time:0.019514083862304688 || Total time:24.071566820144653 Iteration: 108 || Clusters count: 18 || Log posterior: -255047.75608884092 || Iter Time:0.01590895652770996 || Total time:24.087475776672363 Iteration: 109 || Clusters count: 18 || Log posterior: -255046.63641848133 || Iter Time:0.015841960906982422 || Total 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time:24.37468433380127 Iteration: 124 || Clusters count: 20 || Log posterior: -254344.94624404906 || Iter Time:0.025828123092651367 || Total time:24.40051245689392 Iteration: 125 || Clusters count: 20 || Log posterior: -254344.94624404906 || Iter Time:0.020390987396240234 || Total time:24.42090344429016 Loading and distributing data: 0.000731 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254385.01959938047 || Iter Time:0.0217440128326416 || Total time:24.442647457122803 Iteration: 127 || Clusters count: 20 || Log posterior: -254371.55955959245 || Iter Time:0.024435043334960938 || Total time:24.467082500457764 Iteration: 128 || Clusters count: 20 || Log posterior: -254368.92677992771 || Iter Time:0.021132230758666992 || Total time:24.48821473121643 Iteration: 129 || Clusters count: 20 || Log posterior: -254368.92677992771 || Iter Time:0.02031397819519043 || Total time:24.50852870941162 Iteration: 130 || Clusters count: 20 || Log posterior: -254372.86169454263 || Iter Time:0.024319887161254883 || Total time:24.532848596572876 Iteration: 131 || Clusters count: 20 || Log posterior: -254375.19214815096 || Iter Time:0.020984888076782227 || Total time:24.553833484649658 Iteration: 132 || Clusters count: 20 || Log posterior: -254375.5902465274 || Iter Time:0.024048805236816406 || Total time:24.577882289886475 Iteration: 133 || Clusters count: 20 || Log posterior: -254369.5777825032 || Iter Time:0.02795100212097168 || Total time:24.605833292007446 Iteration: 134 || Clusters count: 20 || Log posterior: -254369.81128300357 || Iter Time:0.023972034454345703 || Total time:24.629805326461792 Iteration: 135 || Clusters count: 20 || Log posterior: -254371.59317539647 || Iter Time:0.024288177490234375 || Total time:24.654093503952026 Iteration: 136 || Clusters count: 20 || Log posterior: -254371.8713388569 || Iter Time:0.027788877487182617 || Total time:24.68188238143921 Iteration: 137 || Clusters count: 20 || Log posterior: -254374.85523111507 || Iter Time:0.024749040603637695 || Total time:24.706631422042847 Iteration: 138 || Clusters count: 20 || Log posterior: -254373.21936538833 || Iter Time:0.0242919921875 || Total time:24.730923414230347 Iteration: 139 || Clusters count: 20 || Log posterior: -254370.23547313016 || Iter Time:0.02988910675048828 || Total time:24.760812520980835 Iteration: 140 || Clusters count: 20 || Log posterior: -254371.8713388569 || Iter Time:0.026881933212280273 || Total time:24.787694454193115 Iteration: 141 || Clusters count: 20 || Log posterior: -254373.63034124888 || Iter Time:0.027161836624145508 || Total time:24.81485629081726 Iteration: 142 || Clusters count: 20 || Log posterior: -254370.23547313016 || Iter Time:0.030643939971923828 || Total time:24.845500230789185 Iteration: 143 || Clusters count: 20 || Log posterior: -254370.23547313016 || Iter Time:0.02830791473388672 || Total time:24.87380814552307 Iteration: 144 || Clusters count: 20 || Log posterior: -254370.23547313016 || Iter Time:0.0306549072265625 || Total time:24.904463052749634 Iteration: 145 || Clusters count: 20 || Log posterior: -254374.61481781586 || Iter Time:0.02728891372680664 || Total time:24.93175196647644 Iteration: 146 || Clusters count: 20 || Log posterior: -254374.61481781586 || Iter Time:0.024417877197265625 || Total time:24.956169843673706 Loading and distributing data: 0.000806 seconds (128 allocations: 395.820 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254510.05893192755 || Iter Time:0.030694961547851562 || Total time:24.986864805221558 Iteration: 148 || Clusters count: 20 || Log posterior: -254501.68080386758 || Iter Time:0.02714705467224121 || Total time:25.0140118598938 Iteration: 149 || Clusters count: 20 || Log posterior: -254502.376128659 || Iter Time:0.028481006622314453 || Total time:25.042492866516113 Iteration: 150 || Clusters count: 20 || Log posterior: -254502.376128659 || Iter Time:0.031105995178222656 || Total 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time:25.46416473388672 Iteration: 165 || Clusters count: 20 || Log posterior: -254475.11080951788 || Iter Time:0.02892613410949707 || Total time:25.493090867996216 Iteration: 166 || Clusters count: 20 || Log posterior: -254481.41469029125 || Iter Time:0.02531599998474121 || Total time:25.518406867980957 Iteration: 167 || Clusters count: 20 || Log posterior: -254475.7660429145 || Iter Time:0.022958993911743164 || Total time:25.5413658618927 Loading and distributing data: 0.000833 seconds (128 allocations: 395.820 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254182.96084287763 || Iter Time:0.028384923934936523 || Total time:25.569750785827637 Iteration: 169 || Clusters count: 20 || Log posterior: -254168.37946361728 || Iter Time:0.0236971378326416 || Total time:25.59344792366028 Iteration: 170 || Clusters count: 20 || Log posterior: -254170.4190313467 || Iter Time:0.02419590950012207 || Total time:25.6176438331604 Iteration: 171 || Clusters count: 20 || Log posterior: -254167.73883021047 || Iter Time:0.02774786949157715 || Total time:25.645391702651978 Iteration: 172 || Clusters count: 20 || Log posterior: -254167.02150002008 || Iter Time:0.023501873016357422 || Total time:25.668893575668335 Iteration: 173 || Clusters count: 20 || Log posterior: -254171.5438906953 || Iter Time:0.023576021194458008 || Total time:25.692469596862793 Iteration: 174 || Clusters count: 20 || Log posterior: -254165.5928594717 || Iter Time:0.027797937393188477 || Total time:25.72026753425598 Iteration: 175 || Clusters count: 20 || Log posterior: -254164.95222606492 || Iter Time:0.023929119110107422 || Total time:25.74419665336609 Iteration: 176 || Clusters count: 20 || Log posterior: -254163.4714067582 || Iter Time:0.023849964141845703 || Total time:25.768046617507935 Iteration: 177 || Clusters count: 20 || Log posterior: -254169.52060168888 || Iter Time:0.0291750431060791 || Total time:25.797221660614014 Iteration: 178 || Clusters count: 20 || Log posterior: -254164.33895969318 || Iter Time:0.02559208869934082 || Total time:25.822813749313354 Iteration: 179 || Clusters count: 20 || Log posterior: -254164.95222606492 || Iter Time:0.03306984901428223 || Total time:25.855883598327637 Iteration: 180 || Clusters count: 20 || Log posterior: -254164.95222606492 || Iter Time:0.026594877243041992 || Total time:25.88247847557068 Iteration: 181 || Clusters count: 20 || Log posterior: -254164.90004730658 || Iter Time:0.025773048400878906 || Total time:25.908251523971558 Iteration: 182 || Clusters count: 20 || Log posterior: -254170.7977314968 || Iter Time:0.02874302864074707 || Total time:25.936994552612305 Iteration: 183 || Clusters count: 20 || Log posterior: -254173.8236643397 || Iter Time:0.026908159255981445 || Total time:25.963902711868286 Iteration: 184 || Clusters count: 20 || Log posterior: -254170.65179467213 || Iter Time:0.027200937271118164 || Total time:25.991103649139404 Iteration: 185 || Clusters count: 20 || Log posterior: -254165.02271943624 || Iter Time:0.032396793365478516 || Total time:26.023500442504883 Iteration: 186 || Clusters count: 20 || Log posterior: -254165.02271943624 || Iter Time:0.02698206901550293 || Total time:26.050482511520386 Iteration: 187 || Clusters count: 20 || Log posterior: -254171.8263007765 || Iter Time:0.029793977737426758 || Total time:26.080276489257812 Iteration: 188 || Clusters count: 20 || Log posterior: -254164.90004730658 || Iter Time:0.02457904815673828 || Total time:26.10485553741455 Loading and distributing data: 0.000811 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254315.31805194422 || Iter Time:0.026160001754760742 || Total time:26.13101553916931 Iteration: 190 || Clusters count: 20 || Log posterior: -254301.61283433597 || Iter Time:0.02880406379699707 || Total time:26.15981960296631 Iteration: 191 || Clusters count: 20 || Log posterior: -254298.28701584437 || Iter Time:0.025254011154174805 || Total time:26.185073614120483 Iteration: 192 || Clusters count: 20 || Log posterior: -254302.72621055294 || Iter Time:0.024854183197021484 || Total time:26.209927797317505 Iteration: 193 || Clusters count: 20 || Log posterior: -254297.87862579816 || Iter Time:0.029680967330932617 || Total time:26.239608764648438 Iteration: 194 || Clusters count: 20 || Log posterior: -254300.9275760841 || Iter Time:0.02552199363708496 || Total time:26.265130758285522 Iteration: 195 || Clusters count: 20 || Log posterior: -254301.64106507596 || Iter Time:0.028599977493286133 || Total time:26.29373073577881 Iteration: 196 || Clusters count: 20 || Log posterior: -254303.40879114674 || Iter Time:0.025376081466674805 || Total time:26.319106817245483 Iteration: 197 || Clusters count: 20 || Log posterior: -254301.57817015244 || Iter Time:0.024944067001342773 || Total time:26.344050884246826 Iteration: 198 || Clusters count: 20 || Log posterior: -254305.57456693388 || Iter Time:0.02883601188659668 || Total time:26.372886896133423 Iteration: 199 || Clusters count: 20 || Log posterior: -254301.22681299582 || Iter Time:0.025894880294799805 || Total time:26.398781776428223 Iteration: 200 || Clusters count: 20 || Log posterior: -254302.95649584703 || Iter Time:0.026085853576660156 || Total time:26.424867630004883 Iteration: 201 || Clusters count: 20 || Log posterior: -254298.42017531113 || Iter Time:0.028956174850463867 || Total time:26.453823804855347 Iteration: 202 || Clusters count: 20 || Log posterior: -254298.5033058377 || Iter Time:0.0254671573638916 || Total time:26.47929096221924 Iteration: 203 || Clusters count: 20 || Log posterior: -254297.62637332332 || Iter Time:0.028547048568725586 || Total time:26.507838010787964 Iteration: 204 || Clusters count: 20 || Log posterior: -254236.98809034177 || Iter Time:0.028026103973388672 || Total time:26.535864114761353 Iteration: 205 || Clusters count: 20 || Log posterior: -254236.89051658788 || Iter Time:0.025623083114624023 || Total time:26.561487197875977 Iteration: 206 || Clusters count: 20 || Log posterior: -254236.47080310548 || Iter Time:0.029063940048217773 || Total time:26.590551137924194 Iteration: 207 || Clusters count: 20 || Log posterior: -254236.47080310548 || Iter Time:0.02546215057373047 || Total time:26.616013288497925 Iteration: 208 || Clusters count: 20 || Log posterior: -254236.47080310548 || Iter Time:0.025418996810913086 || Total time:26.641432285308838 Iteration: 209 || Clusters count: 20 || Log posterior: -254236.47080310548 || Iter Time:0.02759695053100586 || Total time:26.669029235839844 NMI: 0.8053181795800514 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.0s [691, 47914, 27423, 54968, 35661, 1005, 97268, 36419, 27521, 75201, 122900, 21938, 57058, 54793, 13488, 145745, 15614, 42430, 118061, 3902] Loading and distributing data: 0.000262 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:4.017294883728027 || Total time:4.017294883728027 Iteration: 1 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.0019791126251220703 || Total time:4.019273996353149 Iteration: 2 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.0014178752899169922 || Total time:4.020691871643066 Iteration: 3 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.0013668537139892578 || Total time:4.022058725357056 Iteration: 4 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.0013010501861572266 || Total time:4.023359775543213 Iteration: 5 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.0012989044189453125 || Total time:4.024658679962158 Iteration: 6 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.001363992691040039 || Total time:4.026022672653198 Iteration: 7 || Clusters count: 1 || Log posterior: -7012.122980023358 || Iter Time:0.001371145248413086 || Total time:4.027393817901611 Iteration: 8 || Clusters count: 2 || Log posterior: -6787.589957172524 || Iter Time:0.13931798934936523 || Total time:4.166711807250977 Iteration: 9 || Clusters count: 2 || Log posterior: -6780.66549280788 || Iter Time:0.002017974853515625 || Total time:4.168729782104492 Iteration: 10 || Clusters count: 2 || Log posterior: -6796.456024191435 || Iter Time:0.0018489360809326172 || Total time:4.170578718185425 Iteration: 11 || Clusters count: 2 || Log posterior: -6781.841868202249 || Iter Time:0.0018808841705322266 || Total time:4.172459602355957 Iteration: 12 || Clusters count: 2 || Log posterior: -6793.328755153818 || Iter Time:0.0017731189727783203 || Total time:4.174232721328735 Iteration: 13 || Clusters count: 2 || Log posterior: -6771.005272318429 || Iter Time:0.001683950424194336 || Total time:4.17591667175293 Iteration: 14 || Clusters count: 2 || Log posterior: -6776.589079066552 || Iter Time:0.0017020702362060547 || Total time:4.177618741989136 Iteration: 15 || Clusters count: 2 || Log posterior: -6790.838332437745 || Iter Time:0.0017278194427490234 || Total time:4.179346561431885 Iteration: 16 || Clusters count: 2 || Log posterior: -6779.169780943244 || Iter Time:0.0018110275268554688 || Total time:4.18115758895874 Iteration: 17 || Clusters count: 2 || Log posterior: -6799.511743640138 || Iter Time:0.001756906509399414 || Total time:4.18291449546814 Iteration: 18 || Clusters count: 2 || Log posterior: -6783.119195642736 || Iter Time:0.0019021034240722656 || Total time:4.184816598892212 Iteration: 19 || Clusters count: 3 || Log posterior: -6477.328733126142 || Iter Time:0.0036699771881103516 || Total time:4.188486576080322 Iteration: 20 || Clusters count: 3 || Log posterior: -6423.487424068854 || Iter Time:0.005727052688598633 || Total time:4.194213628768921 Iteration: 21 || Clusters count: 4 || Log posterior: -6406.273509790395 || Iter Time:0.0036690235137939453 || Total time:4.197882652282715 Iteration: 22 || Clusters count: 4 || Log posterior: -6384.754303109668 || Iter Time:0.0025000572204589844 || Total time:4.200382709503174 Iteration: 23 || Clusters count: 4 || Log posterior: -6386.1611883275955 || Iter Time:0.0024590492248535156 || Total time:4.202841758728027 Iteration: 24 || Clusters count: 4 || Log posterior: -6378.526688296186 || Iter Time:0.0024318695068359375 || Total time:4.205273628234863 Iteration: 25 || Clusters count: 4 || Log posterior: -6377.927255699893 || Iter Time:0.0024940967559814453 || Total time:4.207767724990845 Iteration: 26 || Clusters count: 4 || Log posterior: -6361.370132667196 || Iter Time:0.002404928207397461 || Total time:4.210172653198242 Iteration: 27 || Clusters count: 4 || Log posterior: -6346.413846064846 || Iter Time:0.002434968948364258 || Total time:4.2126076221466064 Iteration: 28 || Clusters count: 4 || Log posterior: -6347.581284965737 || Iter Time:0.0024700164794921875 || Total time:4.215077638626099 Iteration: 29 || Clusters count: 5 || Log posterior: -6208.543312763422 || Iter Time:0.00451207160949707 || Total time:4.219589710235596 Iteration: 30 || Clusters count: 5 || Log posterior: -6064.167425301634 || Iter Time:1.631669044494629 || Total time:5.851258754730225 false [1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000180 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5812.853101954758 || Iter Time:0.10852599143981934 || Total time:5.959784746170044 Iteration: 32 || Clusters count: 5 || Log posterior: -5808.789818062844 || Iter Time:0.005349874496459961 || Total time:5.965134620666504 Loading and distributing data: 0.000330 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4949.442157422851 || Iter Time:0.004118919372558594 || Total time:5.9692535400390625 Iteration: 34 || Clusters count: 6 || Log posterior: -4910.7818539722575 || Iter Time:0.005568027496337891 || Total time:5.9748215675354 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4618.62223035022 || Iter Time:0.003618001937866211 || Total time:5.978439569473267 Iteration: 36 || Clusters count: 6 || Log posterior: -4614.73735020169 || Iter Time:0.0056879520416259766 || Total time:5.984127521514893 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4615.063043689593 || Iter Time:0.003625154495239258 || Total time:5.987752676010132 Iteration: 38 || Clusters count: 6 || Log posterior: -4593.308444431956 || Iter Time:0.005619049072265625 || Total time:5.9933717250823975 Loading and distributing data: 0.000108 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4584.876350052638 || Iter Time:0.0036389827728271484 || Total time:5.997010707855225 Iteration: 40 || Clusters count: 6 || Log posterior: -4558.200992869506 || Iter Time:0.00583195686340332 || Total time:6.002842664718628 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4583.093039301493 || Iter Time:0.0034990310668945312 || Total time:6.0063416957855225 Iteration: 42 || Clusters count: 6 || Log posterior: -4563.6523903478155 || Iter Time:0.005918979644775391 || Total time:6.012260675430298 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4586.542456643903 || Iter Time:0.0045969486236572266 || Total time:6.016857624053955 Iteration: 44 || Clusters count: 6 || Log posterior: -4569.665610245673 || Iter Time:0.0064830780029296875 || Total time:6.023340702056885 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4434.016026432037 || Iter Time:0.0050318241119384766 || Total time:6.028372526168823 Iteration: 46 || Clusters count: 7 || Log posterior: -4396.133769827337 || Iter Time:0.007299184799194336 || Total time:6.035671710968018 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4396.2881689495625 || Iter Time:0.0054891109466552734 || Total time:6.041160821914673 Iteration: 48 || Clusters count: 8 || Log posterior: -4307.752759938907 || Iter Time:0.007642984390258789 || Total time:6.048803806304932 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 8 || Log posterior: -4328.301315310661 || Iter Time:0.004854917526245117 || Total time:6.053658723831177 Iteration: 50 || Clusters count: 8 || Log posterior: -4247.46396281653 || Iter Time:0.007608175277709961 || Total time:6.061266899108887 Loading and distributing data: 0.000109 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 8 || Log posterior: -4224.786836836114 || Iter Time:0.004887819290161133 || Total time:6.066154718399048 Iteration: 52 || Clusters count: 8 || Log posterior: -4193.688667315746 || Iter Time:0.007812023162841797 || Total time:6.07396674156189 Loading and distributing data: 0.000113 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 9 || Log posterior: -4205.800241955763 || Iter Time:0.005470991134643555 || Total time:6.079437732696533 Iteration: 54 || Clusters count: 9 || Log posterior: -4114.775300812537 || Iter Time:0.008141040802001953 || Total time:6.087578773498535 Loading and distributing data: 0.000103 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 9 || Log posterior: -4142.574244402652 || Iter Time:0.005368947982788086 || Total time:6.092947721481323 Iteration: 56 || Clusters count: 9 || Log posterior: -4054.138281577085 || Iter Time:0.008437871932983398 || Total time:6.101385593414307 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 9 || Log posterior: -4017.239871791883 || Iter Time:0.006345987319946289 || Total time:6.107731580734253 Iteration: 58 || Clusters count: 9 || Log posterior: -3976.8849130550198 || Iter Time:0.009462833404541016 || Total time:6.117194414138794 Loading and distributing data: 0.000143 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -3968.8236547840006 || Iter Time:0.006759166717529297 || Total time:6.123953580856323 Iteration: 60 || Clusters count: 9 || Log posterior: -3936.5160495087466 || Iter Time:0.00943613052368164 || Total time:6.133389711380005 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -3939.3984923043918 || Iter Time:0.006704807281494141 || Total time:6.140094518661499 Iteration: 62 || Clusters count: 9 || Log posterior: -3918.2227952636795 || Iter Time:0.010085105895996094 || Total time:6.150179624557495 Loading and distributing data: 0.000135 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -3970.9862061073927 || Iter Time:0.007901906967163086 || Total time:6.158081531524658 Iteration: 64 || Clusters count: 9 || Log posterior: -3941.8238786895 || Iter Time:0.011030912399291992 || Total time:6.16911244392395 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -4004.035148579591 || Iter Time:0.008327960968017578 || Total time:6.177440404891968 Iteration: 66 || Clusters count: 9 || Log posterior: -3974.4964640611097 || Iter Time:0.010799169540405273 || Total time:6.188239574432373 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -3992.761718359367 || Iter Time:0.008441925048828125 || Total time:6.196681499481201 Iteration: 68 || Clusters count: 10 || Log posterior: -3960.9018027548495 || Iter Time:0.010859012603759766 || Total time:6.207540512084961 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -3992.2847751457443 || Iter Time:0.007824897766113281 || Total time:6.215365409851074 Iteration: 70 || Clusters count: 10 || Log posterior: -3947.215147639743 || Iter Time:0.011075973510742188 || Total time:6.226441383361816 Loading and distributing data: 0.000201 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -4000.1357206816683 || Iter Time:0.007194042205810547 || Total time:6.233635425567627 Iteration: 72 || Clusters count: 10 || Log posterior: -3966.1131362291626 || Iter Time:0.011334896087646484 || Total time:6.244970321655273 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -4001.7904806578526 || Iter Time:0.008587837219238281 || Total time:6.253558158874512 Iteration: 74 || Clusters count: 10 || Log posterior: -3960.1779831229787 || Iter Time:0.011275053024291992 || Total time:6.264833211898804 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3987.6500568468646 || Iter Time:0.007972955703735352 || Total time:6.272806167602539 Iteration: 76 || Clusters count: 10 || Log posterior: -3953.5504111092973 || Iter Time:0.011219024658203125 || Total time:6.284025192260742 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 10 || Log posterior: -3975.9019311997586 || Iter Time:0.009378910064697266 || Total time:6.2934041023254395 Iteration: 78 || Clusters count: 10 || Log posterior: -3940.9049312258708 || Iter Time:0.013050079345703125 || Total time:6.306454181671143 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 10 || Log posterior: -3969.8607417273734 || Iter Time:0.008805036544799805 || Total time:6.315259218215942 Iteration: 80 || Clusters count: 10 || Log posterior: -3936.932336621039 || Iter Time:0.011957883834838867 || Total time:6.327217102050781 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 10 || Log posterior: -4004.9994474086348 || Iter Time:0.008764982223510742 || Total time:6.335982084274292 Iteration: 82 || Clusters count: 10 || Log posterior: -3962.83892926987 || Iter Time:0.012104034423828125 || Total time:6.34808611869812 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 10 || Log posterior: -3995.7334171380944 || Iter Time:0.008645057678222656 || Total time:6.356731176376343 Iteration: 84 || Clusters count: 10 || Log posterior: -3954.0594791974645 || Iter Time:0.011842012405395508 || Total time:6.368573188781738 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 10 || Log posterior: -3961.63931778737 || Iter Time:0.008888959884643555 || Total time:6.377462148666382 Iteration: 86 || Clusters count: 10 || Log posterior: -3934.830390832313 || Iter Time:0.012881040573120117 || Total time:6.390343189239502 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 10 || Log posterior: -3947.878440541197 || Iter Time:0.008942842483520508 || Total time:6.3992860317230225 Iteration: 88 || Clusters count: 10 || Log posterior: -3929.1725044072127 || Iter Time:0.012894153594970703 || Total time:6.412180185317993 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 10 || Log posterior: -3952.7610043481195 || Iter Time:0.009434938430786133 || Total time:6.421615123748779 Iteration: 90 || Clusters count: 10 || Log posterior: -3934.2807003575467 || Iter Time:0.012011051177978516 || Total time:6.433626174926758 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 10 || Log posterior: -3952.2332844087236 || Iter Time:0.008894920349121094 || Total time:6.442521095275879 Iteration: 92 || Clusters count: 10 || Log posterior: -3937.569323024409 || Iter Time:0.011887788772583008 || Total time:6.454408884048462 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 10 || Log posterior: -3982.4624431661173 || Iter Time:0.008819103240966797 || Total time:6.463227987289429 Iteration: 94 || Clusters count: 10 || Log posterior: -3961.2745315152183 || Iter Time:0.01242518424987793 || Total time:6.475653171539307 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 10 || Log posterior: -3994.7177499333056 || Iter Time:0.009737014770507812 || Total time:6.4853901863098145 Iteration: 96 || Clusters count: 10 || Log posterior: -3950.531613702465 || Iter Time:0.011906862258911133 || Total time:6.497297048568726 Loading and distributing data: 0.000110 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 10 || Log posterior: -3945.5168055781287 || Iter Time:0.008773088455200195 || Total time:6.506070137023926 Iteration: 98 || Clusters count: 10 || Log posterior: -3924.719647278558 || Iter Time:0.011754989624023438 || Total time:6.517825126647949 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 10 || Log posterior: -3940.020330563627 || Iter Time:0.008532047271728516 || Total time:6.526357173919678 Iteration: 100 || Clusters count: 10 || Log posterior: -3907.0493357690075 || Iter Time:0.011792898178100586 || Total time:6.538150072097778 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 10 || Log posterior: -3936.2009891746925 || Iter Time:0.008864879608154297 || Total time:6.547014951705933 Iteration: 102 || Clusters count: 10 || Log posterior: -3891.085537326678 || Iter Time:0.012345075607299805 || Total time:6.559360027313232 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 10 || Log posterior: -3968.136312909795 || Iter Time:0.008496999740600586 || Total time:6.567857027053833 Iteration: 104 || Clusters count: 10 || Log posterior: -3941.4039641756317 || Iter Time:0.011760950088500977 || Total time:6.579617977142334 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 10 || Log posterior: -3959.0578822274038 || Iter Time:0.010237932205200195 || Total time:6.589855909347534 Iteration: 106 || Clusters count: 10 || Log posterior: -3944.729646887645 || Iter Time:0.013473033905029297 || Total time:6.6033289432525635 Loading and distributing data: 0.000127 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 10 || Log posterior: -3986.495198168255 || Iter Time:0.008617877960205078 || Total time:6.6119468212127686 Iteration: 108 || Clusters count: 10 || Log posterior: -3961.4708708493276 || Iter Time:0.012490034103393555 || Total time:6.624436855316162 Loading and distributing data: 0.000140 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 10 || Log posterior: -3942.1920072171674 || Iter Time:0.009245872497558594 || Total time:6.633682727813721 Iteration: 110 || Clusters count: 10 || Log posterior: -3938.451797034332 || Iter Time:0.012042045593261719 || Total time:6.645724773406982 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 111 || Clusters count: 10 || Log posterior: -3911.4218179947475 || Iter Time:0.008589029312133789 || Total time:6.654313802719116 Iteration: 112 || Clusters count: 10 || Log posterior: -3885.1109483485616 || Iter Time:0.013607978820800781 || Total time:6.667921781539917 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 113 || Clusters count: 11 || Log posterior: -3893.483871838472 || Iter Time:0.009970903396606445 || Total time:6.677892684936523 Iteration: 114 || Clusters count: 11 || Log posterior: -3872.287954866257 || Iter Time:0.013820886611938477 || Total time:6.691713571548462 Loading and distributing data: 0.000183 seconds (789 allocations: 54.531 KiB) Iteration: 115 || Clusters count: 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Iteration: 387 || Clusters count: 12 || Log posterior: -3796.102167099565 || Iter Time:0.010847806930541992 || Total time:10.251136779785156 Iteration: 388 || Clusters count: 12 || Log posterior: -3785.29590956351 || Iter Time:0.01495504379272461 || Total time:10.26609182357788 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 389 || Clusters count: 12 || Log posterior: -3868.063797603179 || Iter Time:0.03362607955932617 || Total time:10.299717903137207 Iteration: 390 || Clusters count: 12 || Log posterior: -3845.9169669102785 || Iter Time:0.015053987503051758 || Total time:10.314771890640259 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 391 || Clusters count: 12 || Log posterior: -3879.158450203368 || Iter Time:0.011157035827636719 || Total time:10.325928926467896 Iteration: 392 || Clusters count: 12 || Log posterior: -3863.4350046334584 || Iter Time:0.01394200325012207 || Total time:10.339870929718018 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Iteration: 481 || Clusters count: 12 || Log posterior: -3856.2561483749723 || Iter Time:0.011257171630859375 || Total time:11.460965394973755 Iteration: 482 || Clusters count: 12 || Log posterior: -3836.435008107437 || Iter Time:0.015179872512817383 || Total time:11.476145267486572 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 483 || Clusters count: 12 || Log posterior: -3833.610393404718 || Iter Time:0.010938882827758789 || Total time:11.487084150314331 Iteration: 484 || Clusters count: 12 || Log posterior: -3818.023440213114 || Iter Time:0.014602899551391602 || Total time:11.501687049865723 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 485 || Clusters count: 12 || Log posterior: -3824.2494849838677 || Iter Time:0.011909961700439453 || Total time:11.513597011566162 Iteration: 486 || Clusters count: 12 || Log posterior: -3812.3215674143457 || Iter Time:0.01547098159790039 || Total 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Iteration: 503 || Clusters count: 12 || Log posterior: -3862.3697076718686 || Iter Time:0.010454177856445312 || Total time:11.746329069137573 Iteration: 504 || Clusters count: 12 || Log posterior: -3857.7387268900297 || Iter Time:0.014240026473999023 || Total time:11.760569095611572 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 505 || Clusters count: 12 || Log posterior: -3897.2904185321763 || Iter Time:0.011088132858276367 || Total time:11.771657228469849 Iteration: 506 || Clusters count: 12 || Log posterior: -3884.954291144126 || Iter Time:0.014349937438964844 || Total time:11.786007165908813 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 507 || Clusters count: 12 || Log posterior: -3868.5767754297012 || Iter Time:0.03102898597717285 || Total time:11.817036151885986 Iteration: 508 || Clusters count: 12 || Log posterior: -3852.437879241741 || Iter Time:0.015408039093017578 || Total 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Iteration: 525 || Clusters count: 12 || Log posterior: -3886.434551093804 || Iter Time:0.012384891510009766 || Total time:12.05175495147705 Iteration: 526 || Clusters count: 12 || Log posterior: -3867.7748675942253 || Iter Time:0.015362977981567383 || Total time:12.067117929458618 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 527 || Clusters count: 12 || Log posterior: -3830.327273837769 || Iter Time:0.011223077774047852 || Total time:12.078341007232666 Iteration: 528 || Clusters count: 12 || Log posterior: -3812.769066769957 || Iter Time:0.014920949935913086 || Total time:12.093261957168579 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 529 || Clusters count: 12 || Log posterior: -3801.703586185692 || Iter Time:0.01083993911743164 || Total time:12.10410189628601 Iteration: 530 || Clusters count: 12 || Log posterior: -3781.6075311688064 || Iter Time:0.015413045883178711 || Total time:12.11951494216919 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Iteration: 619 || Clusters count: 12 || Log posterior: -3854.784351721123 || Iter Time:0.010573148727416992 || Total time:13.32551646232605 Iteration: 620 || Clusters count: 12 || Log posterior: -3831.1878089111633 || Iter Time:0.014281034469604492 || Total time:13.339797496795654 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 621 || Clusters count: 12 || Log posterior: -3874.1898177999265 || Iter Time:0.010512113571166992 || Total time:13.350309610366821 Iteration: 622 || Clusters count: 12 || Log posterior: -3854.84763231379 || Iter Time:0.03422999382019043 || Total time:13.384539604187012 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 623 || Clusters count: 12 || Log posterior: -3860.1424534227936 || Iter Time:0.011117935180664062 || Total time:13.395657539367676 Iteration: 624 || Clusters count: 12 || Log posterior: -3835.231612899577 || Iter Time:0.015377998352050781 || Total 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Iteration: 641 || Clusters count: 12 || Log posterior: -3881.7227585002697 || Iter Time:0.011983871459960938 || Total time:13.631149053573608 Iteration: 642 || Clusters count: 12 || Log posterior: -3862.6535244144275 || Iter Time:0.014786958694458008 || Total time:13.645936012268066 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 643 || Clusters count: 12 || Log posterior: -3870.019403434285 || Iter Time:0.012013912200927734 || Total time:13.657949924468994 Iteration: 644 || Clusters count: 12 || Log posterior: -3852.3416361023274 || Iter Time:0.01546788215637207 || Total time:13.673417806625366 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 645 || Clusters count: 12 || Log posterior: -3825.5514987325328 || Iter Time:0.011007070541381836 || Total time:13.684424877166748 Iteration: 646 || Clusters count: 12 || Log posterior: -3803.1308437249772 || Iter Time:0.015219926834106445 || Total 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Iteration: 685 || Clusters count: 12 || Log posterior: -3885.517676089193 || Iter Time:0.010894060134887695 || Total time:14.218712568283081 Iteration: 686 || Clusters count: 12 || Log posterior: -3843.4541107402215 || Iter Time:0.014955997467041016 || Total time:14.233668565750122 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 687 || Clusters count: 12 || Log posterior: -3869.498500989874 || Iter Time:0.013103961944580078 || Total time:14.246772527694702 Iteration: 688 || Clusters count: 12 || Log posterior: -3853.424423808161 || Iter Time:0.015281915664672852 || Total time:14.262054443359375 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 689 || Clusters count: 12 || Log posterior: -3858.278448692838 || Iter Time:0.010821819305419922 || Total time:14.272876262664795 Iteration: 690 || Clusters count: 12 || Log posterior: -3842.921242953403 || Iter Time:0.015244007110595703 || Total 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Iteration: 707 || Clusters count: 12 || Log posterior: -3824.294061213226 || Iter Time:0.01067495346069336 || Total time:14.52840805053711 Iteration: 708 || Clusters count: 12 || Log posterior: -3804.28621782055 || Iter Time:0.014358997344970703 || Total time:14.54276704788208 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 709 || Clusters count: 12 || Log posterior: -3843.225769174752 || Iter Time:0.010811090469360352 || Total time:14.55357813835144 Iteration: 710 || Clusters count: 12 || Log posterior: -3810.059793541755 || Iter Time:0.014575958251953125 || Total time:14.568154096603394 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 711 || Clusters count: 12 || Log posterior: -3883.012636150435 || Iter Time:0.011445999145507812 || Total time:14.579600095748901 Iteration: 712 || Clusters count: 12 || Log posterior: -3876.3851270657838 || Iter Time:0.015119791030883789 || Total time:14.594719886779785 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Iteration: 779 || Clusters count: 12 || Log posterior: -3848.189196260321 || Iter Time:0.011815071105957031 || Total time:15.5063636302948 Iteration: 780 || Clusters count: 12 || Log posterior: -3830.6022683461733 || Iter Time:0.015843868255615234 || Total time:15.522207498550415 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 781 || Clusters count: 12 || Log posterior: -3858.4096760250804 || Iter Time:0.011928081512451172 || Total time:15.534135580062866 Iteration: 782 || Clusters count: 12 || Log posterior: -3842.519087348719 || Iter Time:0.015569925308227539 || Total time:15.549705505371094 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 783 || Clusters count: 12 || Log posterior: -3904.1646594948397 || Iter Time:0.01176309585571289 || Total time:15.561468601226807 Iteration: 784 || Clusters count: 12 || Log posterior: -3879.6196121216763 || Iter Time:0.01611614227294922 || Total 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Iteration: 801 || Clusters count: 12 || Log posterior: -3918.3986767451524 || Iter Time:0.01197195053100586 || Total time:15.796318054199219 Iteration: 802 || Clusters count: 12 || Log posterior: -3885.78555084522 || Iter Time:0.014757871627807617 || Total time:15.811075925827026 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 803 || Clusters count: 12 || Log posterior: -3864.4078865132356 || Iter Time:0.01115107536315918 || Total time:15.822227001190186 Iteration: 804 || Clusters count: 12 || Log posterior: -3859.490980307495 || Iter Time:0.01494908332824707 || Total time:15.837176084518433 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 805 || Clusters count: 12 || Log posterior: -3877.907145259304 || Iter Time:0.010849237442016602 || Total time:15.84802532196045 Iteration: 806 || Clusters count: 12 || Log posterior: -3857.578472128793 || Iter Time:0.014199972152709961 || Total time:15.86222529411316 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Iteration: 873 || Clusters count: 12 || Log posterior: -3886.083600855749 || Iter Time:0.011063814163208008 || Total time:16.780179738998413 Iteration: 874 || Clusters count: 12 || Log posterior: -3861.4085594163735 || Iter Time:0.014592885971069336 || Total time:16.794772624969482 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 875 || Clusters count: 12 || Log posterior: -3863.2281041386073 || Iter Time:0.01025080680847168 || Total time:16.805023431777954 Iteration: 876 || Clusters count: 12 || Log posterior: -3838.0405688307583 || Iter Time:0.0136260986328125 || Total time:16.818649530410767 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 877 || Clusters count: 12 || Log posterior: -3820.6599609663604 || Iter Time:0.010200977325439453 || Total time:16.828850507736206 Iteration: 878 || Clusters count: 12 || Log posterior: -3801.25579735542 || Iter Time:0.013991117477416992 || Total 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Iteration: 895 || Clusters count: 12 || Log posterior: -3839.781945812536 || Iter Time:0.011630058288574219 || Total time:17.05980348587036 Iteration: 896 || Clusters count: 12 || Log posterior: -3835.528819623134 || Iter Time:0.015098094940185547 || Total time:17.074901580810547 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 897 || Clusters count: 12 || Log posterior: -3810.4601025640018 || Iter Time:0.01188206672668457 || Total time:17.08678364753723 Iteration: 898 || Clusters count: 12 || Log posterior: -3801.7757210020645 || Iter Time:0.039794921875 || Total time:17.12657856941223 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 899 || Clusters count: 12 || Log posterior: -3832.201666434523 || Iter Time:0.011785030364990234 || Total time:17.13836359977722 Iteration: 900 || Clusters count: 12 || Log posterior: -3816.589143464777 || Iter Time:0.01489710807800293 || Total time:17.153260707855225 Loading 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Iteration: 967 || Clusters count: 12 || Log posterior: -3838.4853530123564 || Iter Time:0.011399030685424805 || Total time:18.051492929458618 Iteration: 968 || Clusters count: 12 || Log posterior: -3827.1063270540153 || Iter Time:0.014374971389770508 || Total time:18.06586790084839 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 969 || Clusters count: 13 || Log posterior: -3840.7404825072476 || Iter Time:0.01051187515258789 || Total time:18.076379776000977 Iteration: 970 || Clusters count: 13 || Log posterior: -3824.231327213825 || Iter Time:0.015439987182617188 || Total time:18.091819763183594 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 971 || Clusters count: 13 || Log posterior: -3847.3980440726664 || Iter Time:0.011366128921508789 || Total time:18.103185892105103 Iteration: 972 || Clusters count: 13 || Log posterior: -3820.721596304194 || Iter Time:0.015218019485473633 || Total 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Iteration: 989 || Clusters count: 12 || Log posterior: -3839.170881201319 || Iter Time:0.010293006896972656 || Total time:18.356853246688843 Iteration: 990 || Clusters count: 12 || Log posterior: -3829.3847439111473 || Iter Time:0.014362812042236328 || Total time:18.37121605873108 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 991 || Clusters count: 12 || Log posterior: -3846.484689044426 || Iter Time:0.010504007339477539 || Total time:18.381720066070557 Iteration: 992 || Clusters count: 12 || Log posterior: -3822.463407325021 || Iter Time:0.014345884323120117 || Total time:18.396065950393677 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 993 || Clusters count: 12 || Log posterior: -3847.1392287325643 || Iter Time:0.010712862014770508 || Total time:18.406778812408447 Iteration: 994 || Clusters count: 12 || Log posterior: -3833.8554663726804 || Iter Time:0.01493215560913086 || Total 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Iteration: 1099 || Clusters count: 13 || Log posterior: -3774.728353592296 || Iter Time:0.010961771011352539 || Total time:19.807360649108887 Iteration: 1100 || Clusters count: 13 || Log posterior: -3758.8617814334516 || Iter Time:0.015050172805786133 || Total time:19.822410821914673 Loading and distributing data: 0.000104 seconds (129 allocations: 12.992 KiB) Iteration: 1101 || Clusters count: 13 || Log posterior: -3779.4611177584516 || Iter Time:0.01044321060180664 || Total time:19.83285403251648 Iteration: 1102 || Clusters count: 13 || Log posterior: -3760.3399989978366 || Iter Time:0.014302968978881836 || Total time:19.84715700149536 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1103 || Clusters count: 13 || Log posterior: -3820.311168369085 || Iter Time:0.011492013931274414 || Total time:19.858649015426636 Iteration: 1104 || Clusters count: 13 || Log posterior: -3811.3679095686666 || Iter Time:0.015472888946533203 || Total 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KiB) Iteration: 1143 || Clusters count: 12 || Log posterior: -3835.6630097429356 || Iter Time:0.007091045379638672 || Total time:20.38332176208496 Iteration: 1144 || Clusters count: 12 || Log posterior: -3827.7566038234854 || Iter Time:0.011255979537963867 || Total time:20.394577741622925 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1145 || Clusters count: 12 || Log posterior: -3875.6219073891507 || Iter Time:0.007950782775878906 || Total time:20.402528524398804 Iteration: 1146 || Clusters count: 12 || Log posterior: -3862.6759214597478 || Iter Time:0.013225078582763672 || Total time:20.415753602981567 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1147 || Clusters count: 12 || Log posterior: -3858.1267548040396 || Iter Time:0.011674880981445312 || Total time:20.427428483963013 Iteration: 1148 || Clusters count: 12 || Log posterior: -3843.2527328206584 || Iter Time:0.015841007232666016 || Total 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Iteration: 1187 || Clusters count: 12 || Log posterior: -3780.59234736874 || Iter Time:0.011829853057861328 || Total time:20.962803840637207 Iteration: 1188 || Clusters count: 12 || Log posterior: -3747.7877174547652 || Iter Time:0.015375137329101562 || Total time:20.97817897796631 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1189 || Clusters count: 12 || Log posterior: -3821.3588515684955 || Iter Time:0.011850833892822266 || Total time:20.99002981185913 Iteration: 1190 || Clusters count: 12 || Log posterior: -3814.333427526544 || Iter Time:0.016155004501342773 || Total time:21.006184816360474 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1191 || Clusters count: 12 || Log posterior: -3892.4404994344454 || Iter Time:0.011713981628417969 || Total time:21.01789879798889 Iteration: 1192 || Clusters count: 12 || Log posterior: -3876.562888179437 || Iter Time:0.015177011489868164 || Total 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Iteration: 1451 || Clusters count: 12 || Log posterior: -3839.511074704327 || Iter Time:0.010297060012817383 || Total time:24.508536100387573 Iteration: 1452 || Clusters count: 12 || Log posterior: -3826.619175559585 || Iter Time:0.013792037963867188 || Total time:24.52232813835144 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1453 || Clusters count: 12 || Log posterior: -3834.610006862914 || Iter Time:0.010358095169067383 || Total time:24.532686233520508 Iteration: 1454 || Clusters count: 12 || Log posterior: -3820.719876599719 || Iter Time:0.013686895370483398 || Total time:24.54637312889099 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1455 || Clusters count: 12 || Log posterior: -3896.061867244106 || Iter Time:0.010141849517822266 || Total time:24.556514978408813 Iteration: 1456 || Clusters count: 12 || Log posterior: -3864.4267762160334 || Iter Time:0.03667902946472168 || Total 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KiB) Iteration: 1473 || Clusters count: 12 || Log posterior: -3828.948926832466 || Iter Time:0.010077953338623047 || Total time:24.794384241104126 Iteration: 1474 || Clusters count: 12 || Log posterior: -3816.596611222448 || Iter Time:0.013489007949829102 || Total time:24.807873249053955 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1475 || Clusters count: 12 || Log posterior: -3822.0459648116203 || Iter Time:0.009848833084106445 || Total time:24.81772208213806 Iteration: 1476 || Clusters count: 12 || Log posterior: -3816.6570220402054 || Iter Time:0.013418912887573242 || Total time:24.831140995025635 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1477 || Clusters count: 12 || Log posterior: -3849.1595057987442 || Iter Time:0.010024070739746094 || Total time:24.84116506576538 Iteration: 1478 || Clusters count: 12 || Log posterior: -3825.2872776393765 || Iter Time:0.013744115829467773 || Total 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KiB) Iteration: 1517 || Clusters count: 12 || Log posterior: -3842.43707294366 || Iter Time:0.010004043579101562 || Total time:25.335216760635376 Iteration: 1518 || Clusters count: 12 || Log posterior: -3813.9839114933507 || Iter Time:0.013351917266845703 || Total time:25.34856867790222 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1519 || Clusters count: 12 || Log posterior: -3835.2212766890652 || Iter Time:0.00981593132019043 || Total time:25.358384609222412 Iteration: 1520 || Clusters count: 12 || Log posterior: -3812.3456204192835 || Iter Time:0.013844966888427734 || Total time:25.37222957611084 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3842.4591440800455 || Iter Time:0.010096073150634766 || Total time:25.382325649261475 Iteration: 1522 || Clusters count: 12 || Log posterior: -3821.938514469618 || Iter Time:0.013411998748779297 || Total 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KiB) Iteration: 1539 || Clusters count: 12 || Log posterior: -3870.8078645741516 || Iter Time:0.010378837585449219 || Total time:25.593501329421997 Iteration: 1540 || Clusters count: 12 || Log posterior: -3840.862016106946 || Iter Time:0.013213872909545898 || Total time:25.606715202331543 Loading and distributing data: 0.000103 seconds (129 allocations: 12.992 KiB) Iteration: 1541 || Clusters count: 12 || Log posterior: -3858.016826832695 || Iter Time:0.010202884674072266 || Total time:25.616918087005615 Iteration: 1542 || Clusters count: 12 || Log posterior: -3844.2330232962872 || Iter Time:0.013251066207885742 || Total time:25.6301691532135 Loading and distributing data: 0.000107 seconds (139 allocations: 13.305 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3838.283481605825 || Iter Time:0.009834051132202148 || Total time:25.640003204345703 Iteration: 1544 || Clusters count: 12 || Log posterior: -3820.9083125087272 || Iter Time:0.013454914093017578 || Total 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Iteration: 1561 || Clusters count: 12 || Log posterior: -3908.611851701474 || Iter Time:0.00997304916381836 || Total time:25.854881525039673 Iteration: 1562 || Clusters count: 12 || Log posterior: -3887.810848715301 || Iter Time:0.013085126876831055 || Total time:25.867966651916504 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1563 || Clusters count: 12 || Log posterior: -3868.544632051648 || Iter Time:0.009480953216552734 || Total time:25.877447605133057 Iteration: 1564 || Clusters count: 12 || Log posterior: -3827.3804037565524 || Iter Time:0.013089895248413086 || Total time:25.89053750038147 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3855.5975449022803 || Iter Time:0.01003408432006836 || Total time:25.900571584701538 Iteration: 1566 || Clusters count: 12 || Log posterior: -3830.635235952828 || Iter Time:0.013362884521484375 || Total 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count: 12 || Log posterior: -3879.3515659831783 || Iter Time:0.013550996780395508 || Total time:25.986506462097168 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1573 || Clusters count: 12 || Log posterior: -3917.712543071183 || Iter Time:0.010069847106933594 || Total time:25.9965763092041 Iteration: 1574 || Clusters count: 12 || Log posterior: -3896.084112853517 || Iter Time:0.01368403434753418 || Total time:26.010260343551636 Loading and distributing data: 0.000110 seconds (129 allocations: 12.992 KiB) Iteration: 1575 || Clusters count: 12 || Log posterior: -3799.640343065674 || Iter Time:0.009835958480834961 || Total time:26.02009630203247 Iteration: 1576 || Clusters count: 12 || Log posterior: -3792.297508431038 || Iter Time:0.013238906860351562 || Total time:26.033335208892822 Loading and distributing data: 0.000106 seconds (129 allocations: 12.992 KiB) Iteration: 1577 || Clusters count: 12 || Log posterior: -3813.4304797936065 || Iter 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count: 12 || Log posterior: -3821.2634298080648 || Iter Time:0.015045166015625 || Total time:29.119323253631592 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1815 || Clusters count: 12 || Log posterior: -3836.5444385652822 || Iter Time:0.011919975280761719 || Total time:29.131243228912354 Iteration: 1816 || Clusters count: 12 || Log posterior: -3821.602277655878 || Iter Time:0.015419960021972656 || Total time:29.146663188934326 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3837.558226588022 || Iter Time:0.011077880859375 || Total time:29.1577410697937 Iteration: 1818 || Clusters count: 12 || Log posterior: -3799.3016480625597 || Iter Time:0.015432119369506836 || Total time:29.173173189163208 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1819 || Clusters count: 12 || Log posterior: -3845.409127856055 || Iter 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KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -3831.0972310056964 || Iter Time:0.011574029922485352 || Total time:29.26587152481079 Iteration: 1826 || Clusters count: 12 || Log posterior: -3812.348608710726 || Iter Time:0.015398025512695312 || Total time:29.281269550323486 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3871.129295611061 || Iter Time:0.010933160781860352 || Total time:29.292202711105347 Iteration: 1828 || Clusters count: 12 || Log posterior: -3855.200745797638 || Iter Time:0.014683008193969727 || Total time:29.306885719299316 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3881.098464535015 || Iter Time:0.010608196258544922 || Total time:29.31749391555786 Iteration: 1830 || Clusters count: 12 || Log posterior: -3860.9773820656264 || Iter Time:0.014075994491577148 || Total time:29.33156991004944 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3863.133085278339 || Iter Time:0.011310100555419922 || Total time:29.34288001060486 Iteration: 1832 || Clusters count: 12 || Log posterior: -3855.228269148292 || Iter Time:0.014667034149169922 || Total time:29.35754704475403 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3852.261788470314 || Iter Time:0.011144876480102539 || Total time:29.36869192123413 Iteration: 1834 || Clusters count: 12 || Log posterior: -3838.123395909371 || Iter Time:0.015021085739135742 || Total time:29.383713006973267 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3816.101863222583 || Iter Time:0.010782957077026367 || Total time:29.394495964050293 Iteration: 1836 || Clusters count: 12 || Log posterior: -3805.9301301999835 || Iter Time:0.03484487533569336 || Total time:29.429340839385986 Loading and distributing data: 0.000090 seconds (129 allocations: 12.992 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3826.7677074557105 || Iter Time:0.00674891471862793 || Total time:29.436089754104614 Iteration: 1838 || Clusters count: 12 || Log posterior: -3808.3102832327595 || Iter Time:0.009006023406982422 || Total time:29.445095777511597 Loading and distributing data: 0.000084 seconds (129 allocations: 12.992 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3822.4419760406913 || Iter Time:0.006597042083740234 || Total time:29.451692819595337 Iteration: 1840 || Clusters count: 12 || Log posterior: -3816.247914729515 || Iter Time:0.009011030197143555 || Total time:29.46070384979248 Loading and distributing data: 0.000083 seconds (129 allocations: 12.992 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3870.203797362745 || Iter Time:0.006376981735229492 || Total time:29.46708083152771 Iteration: 1842 || Clusters count: 12 || Log posterior: -3838.413978073915 || Iter Time:0.008913040161132812 || Total time:29.475993871688843 Loading and distributing data: 0.000086 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3838.174182938101 || Iter Time:0.0063478946685791016 || Total time:29.482341766357422 Iteration: 1844 || Clusters count: 12 || Log posterior: -3811.8486324275423 || Iter Time:0.009036779403686523 || Total time:29.49137854576111 Loading and distributing data: 0.000090 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3825.9688838063257 || Iter Time:0.006491184234619141 || Total time:29.497869729995728 Iteration: 1846 || Clusters count: 12 || Log posterior: -3816.9963356113317 || Iter Time:0.009024858474731445 || Total time:29.50689458847046 Loading and distributing data: 0.000088 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3834.7618074692577 || Iter Time:0.006601810455322266 || Total time:29.51349639892578 Iteration: 1848 || Clusters count: 12 || Log posterior: -3826.8646573650826 || Iter Time:0.009057998657226562 || Total time:29.522554397583008 Loading and distributing data: 0.000104 seconds (129 allocations: 12.992 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3816.3182934414176 || Iter Time:0.00674891471862793 || Total time:29.529303312301636 Iteration: 1850 || Clusters count: 12 || Log posterior: -3796.346301716758 || Iter Time:0.009200096130371094 || Total time:29.538503408432007 Loading and distributing data: 0.000088 seconds (129 allocations: 12.992 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3804.3064215991376 || Iter Time:0.0069599151611328125 || Total time:29.54546332359314 Iteration: 1852 || Clusters count: 12 || Log posterior: -3776.594693703393 || Iter Time:0.009847879409790039 || Total time:29.55531120300293 Loading and distributing data: 0.000101 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3833.008334802267 || Iter Time:0.007866144180297852 || Total time:29.563177347183228 Iteration: 1854 || Clusters count: 12 || Log posterior: -3823.5434597505678 || Iter Time:0.010546207427978516 || Total time:29.573723554611206 Loading and distributing data: 0.000099 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3846.2887155448466 || Iter Time:0.00771784782409668 || Total time:29.581441402435303 Iteration: 1856 || Clusters count: 12 || Log posterior: -3826.473888171244 || Iter Time:0.009601831436157227 || Total time:29.59104323387146 Loading and distributing data: 0.000087 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3837.5701079917612 || Iter Time:0.006381988525390625 || Total time:29.59742522239685 Iteration: 1858 || Clusters count: 12 || Log posterior: -3826.8166794665412 || Iter Time:0.008867025375366211 || Total time:29.606292247772217 Loading and distributing data: 0.000082 seconds (129 allocations: 12.992 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3885.203158279594 || Iter Time:0.0063250064849853516 || Total time:29.612617254257202 Iteration: 1860 || Clusters count: 12 || Log posterior: -3878.2699059032993 || Iter Time:0.008777141571044922 || Total time:29.621394395828247 Loading and distributing data: 0.000085 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3902.6084876512077 || Iter Time:0.006677150726318359 || Total time:29.628071546554565 Iteration: 1862 || Clusters count: 12 || Log posterior: -3882.627346378132 || Iter Time:0.008856058120727539 || Total time:29.636927604675293 Loading and distributing data: 0.000084 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3876.3973055411843 || Iter Time:0.006505012512207031 || Total time:29.6434326171875 Iteration: 1864 || Clusters count: 12 || Log posterior: -3846.585669974349 || Iter Time:0.00911402702331543 || Total time:29.652546644210815 Loading and distributing data: 0.000088 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3882.2234938788692 || Iter Time:0.006391048431396484 || Total time:29.658937692642212 Iteration: 1866 || Clusters count: 12 || Log posterior: -3859.7803016212965 || Iter Time:0.008836030960083008 || Total time:29.667773723602295 Loading and distributing data: 0.000084 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3912.8647278064886 || Iter Time:0.006308078765869141 || Total time:29.674081802368164 Iteration: 1868 || Clusters count: 12 || Log posterior: -3890.833339124847 || Iter Time:0.009453058242797852 || Total time:29.683534860610962 Loading and distributing data: 0.000089 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3888.5732784224224 || Iter Time:0.006921052932739258 || Total time:29.6904559135437 Iteration: 1870 || Clusters count: 12 || Log posterior: -3876.7689515329957 || Iter Time:0.008768081665039062 || Total time:29.69922399520874 Loading and distributing data: 0.000086 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3904.811042290636 || Iter Time:0.006318807601928711 || Total time:29.70554280281067 Iteration: 1872 || Clusters count: 12 || Log posterior: -3890.6286204083535 || Iter Time:0.009079217910766602 || Total time:29.714622020721436 Loading and distributing data: 0.000088 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3864.964897894673 || Iter Time:0.006634950637817383 || Total time:29.721256971359253 Iteration: 1874 || Clusters count: 12 || Log posterior: -3846.0232439915662 || Iter Time:0.008918046951293945 || Total time:29.730175018310547 Loading and distributing data: 0.000105 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3874.104968250082 || Iter Time:0.006576061248779297 || Total time:29.736751079559326 Iteration: 1876 || Clusters count: 12 || Log posterior: -3847.04330581831 || Iter Time:0.009145021438598633 || Total time:29.745896100997925 Loading and distributing data: 0.000088 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3875.3297723716155 || Iter Time:0.00652003288269043 || Total time:29.752416133880615 Iteration: 1878 || Clusters count: 12 || Log posterior: -3841.212034013324 || Iter Time:0.009068012237548828 || Total time:29.761484146118164 Loading and distributing data: 0.000090 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3835.595881155274 || Iter Time:0.006730079650878906 || Total time:29.768214225769043 Iteration: 1880 || Clusters count: 12 || Log posterior: -3814.0470513829423 || Iter Time:0.029778003692626953 || Total time:29.79799222946167 Loading and distributing data: 0.000087 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3860.5586235263163 || Iter Time:0.006596088409423828 || Total time:29.804588317871094 Iteration: 1882 || Clusters count: 12 || Log posterior: -3842.8092416354225 || Iter Time:0.009031057357788086 || Total time:29.813619375228882 Loading and distributing data: 0.000089 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3913.035801035536 || Iter Time:0.008032083511352539 || Total time:29.821651458740234 Iteration: 1884 || Clusters count: 12 || Log posterior: -3888.0470399481374 || Iter Time:0.014353036880493164 || Total time:29.836004495620728 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3935.1564377156606 || Iter Time:0.010970115661621094 || Total time:29.84697461128235 Iteration: 1886 || Clusters count: 12 || Log posterior: -3916.068413929005 || Iter Time:0.014881134033203125 || Total time:29.86185574531555 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3882.800092039075 || Iter Time:0.011005878448486328 || Total time:29.872861623764038 Iteration: 1888 || Clusters count: 12 || Log posterior: -3860.174456214261 || Iter Time:0.014840126037597656 || Total time:29.887701749801636 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3817.5713652676964 || Iter Time:0.011573076248168945 || Total time:29.899274826049805 Iteration: 1890 || Clusters count: 12 || Log posterior: -3802.703608010486 || Iter Time:0.014938116073608398 || Total time:29.914212942123413 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3853.756981402167 || Iter Time:0.012498140335083008 || Total time:29.926711082458496 Iteration: 1892 || Clusters count: 12 || Log posterior: -3823.5499645000627 || Iter Time:0.014839887619018555 || Total time:29.941550970077515 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3804.9832043218285 || Iter Time:0.010745048522949219 || Total time:29.952296018600464 Iteration: 1894 || Clusters count: 12 || Log posterior: -3799.375749760106 || Iter Time:0.014806032180786133 || Total time:29.96710205078125 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3820.0208611255316 || Iter Time:0.012529850006103516 || Total time:29.979631900787354 Iteration: 1896 || Clusters count: 12 || Log posterior: -3808.6566963770165 || Iter Time:0.014773845672607422 || Total time:29.99440574645996 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3868.605169571391 || Iter Time:0.011136054992675781 || Total time:30.005541801452637 Iteration: 1898 || Clusters count: 12 || Log posterior: -3840.375080207778 || Iter Time:0.01471400260925293 || Total time:30.02025580406189 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3892.021557261314 || Iter Time:0.01150202751159668 || Total time:30.031757831573486 Iteration: 1900 || Clusters count: 12 || Log posterior: -3866.952023271179 || Iter Time:0.014513969421386719 || Total time:30.046271800994873 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3917.085947637864 || Iter Time:0.010699033737182617 || Total time:30.056970834732056 Iteration: 1902 || Clusters count: 12 || Log posterior: -3899.722993414111 || Iter Time:0.014659881591796875 || Total time:30.071630716323853 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3884.6963301386595 || Iter Time:0.01095890998840332 || Total time:30.082589626312256 Iteration: 1904 || Clusters count: 12 || Log posterior: -3860.109625344038 || Iter Time:0.014662981033325195 || Total time:30.09725260734558 Loading and distributing data: 0.000109 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3894.3079859084723 || Iter Time:0.011296987533569336 || Total time:30.10854959487915 Iteration: 1906 || Clusters count: 12 || Log posterior: -3869.5979431447777 || Iter Time:0.014396905899047852 || Total time:30.1229465007782 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3914.5257286587503 || Iter Time:0.010667085647583008 || Total time:30.13361358642578 Iteration: 1908 || Clusters count: 12 || Log posterior: -3885.369060502512 || Iter Time:0.014607906341552734 || Total time:30.148221492767334 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3875.042453382975 || Iter Time:0.010891199111938477 || Total time:30.159112691879272 Iteration: 1910 || Clusters count: 12 || Log posterior: -3860.2292279096923 || Iter Time:0.014670133590698242 || Total time:30.17378282546997 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3876.00737520079 || Iter Time:0.010898828506469727 || Total time:30.18468165397644 Iteration: 1912 || Clusters count: 12 || Log posterior: -3861.3732265400718 || Iter Time:0.014860153198242188 || Total time:30.199541807174683 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3866.7604550203064 || Iter Time:0.011532068252563477 || Total time:30.211073875427246 Iteration: 1914 || Clusters count: 12 || Log posterior: -3851.4457407118307 || Iter Time:0.015969038009643555 || Total time:30.22704291343689 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3857.9841814815304 || Iter Time:0.010821104049682617 || Total time:30.237864017486572 Iteration: 1916 || Clusters count: 12 || Log posterior: -3831.459493249389 || Iter Time:0.014797210693359375 || Total time:30.25266122817993 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3827.1095857724927 || Iter Time:0.010649919509887695 || Total time:30.26331114768982 Iteration: 1918 || Clusters count: 12 || Log posterior: -3815.624704837924 || Iter Time:0.014673948287963867 || Total time:30.277985095977783 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3850.27475098479 || Iter Time:0.010931968688964844 || Total time:30.288917064666748 Iteration: 1920 || Clusters count: 12 || Log posterior: -3819.2150243632586 || Iter Time:0.015445947647094727 || Total time:30.304363012313843 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3806.7501890076455 || Iter Time:0.01183009147644043 || Total time:30.316193103790283 Iteration: 1922 || Clusters count: 12 || Log posterior: -3800.040634922961 || Iter Time:0.014983177185058594 || Total time:30.331176280975342 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3818.739864469309 || Iter Time:0.01143503189086914 || Total time:30.34261131286621 Iteration: 1924 || Clusters count: 12 || Log posterior: -3800.4393682034233 || Iter Time:0.03828907012939453 || Total time:30.380900382995605 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3880.395348753119 || Iter Time:0.010474205017089844 || Total time:30.391374588012695 Iteration: 1926 || Clusters count: 12 || Log posterior: -3872.4068037005554 || Iter Time:0.012537956237792969 || Total time:30.40391254425049 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3881.69765313086 || Iter Time:0.010439872741699219 || Total time:30.414352416992188 Iteration: 1928 || Clusters count: 12 || Log posterior: -3857.287681649429 || Iter Time:0.015169858932495117 || Total time:30.429522275924683 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3823.7397630214814 || Iter Time:0.011809110641479492 || Total time:30.441331386566162 Iteration: 1930 || Clusters count: 12 || Log posterior: -3806.3455226885303 || Iter Time:0.014896154403686523 || Total time:30.45622754096985 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3834.642571521232 || Iter Time:0.011130094528198242 || Total time:30.467357635498047 Iteration: 1932 || Clusters count: 12 || Log posterior: -3821.242227140377 || Iter Time:0.01488804817199707 || Total time:30.482245683670044 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3839.2890720630826 || Iter Time:0.01040506362915039 || Total time:30.492650747299194 Iteration: 1934 || Clusters count: 12 || Log posterior: -3807.8036668588584 || Iter Time:0.014541149139404297 || Total time:30.5071918964386 Loading and distributing data: 0.000111 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3816.7110141920007 || Iter Time:0.010878801345825195 || Total time:30.518070697784424 Iteration: 1936 || Clusters count: 12 || Log posterior: -3786.022123267302 || Iter Time:0.014904022216796875 || Total time:30.53297472000122 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3827.550936595575 || Iter Time:0.010694026947021484 || Total time:30.543668746948242 Iteration: 1938 || Clusters count: 12 || Log posterior: -3808.733017533453 || Iter Time:0.014353036880493164 || Total time:30.558021783828735 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3843.4850577698694 || Iter Time:0.01100015640258789 || Total time:30.569021940231323 Iteration: 1940 || Clusters count: 12 || Log posterior: -3829.8659850443705 || Iter Time:0.014990091323852539 || Total time:30.584012031555176 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3852.8363362805067 || Iter Time:0.011106014251708984 || Total time:30.595118045806885 Iteration: 1942 || Clusters count: 12 || Log posterior: -3848.5482061577973 || Iter Time:0.014858007431030273 || Total time:30.609976053237915 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3858.7691105014137 || Iter Time:0.010784149169921875 || Total time:30.620760202407837 Iteration: 1944 || Clusters count: 12 || Log posterior: -3845.1780067120167 || Iter Time:0.015288829803466797 || Total time:30.636049032211304 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3818.5236260633587 || Iter Time:0.011281013488769531 || Total time:30.647330045700073 Iteration: 1946 || Clusters count: 12 || Log posterior: -3811.234653592562 || Iter Time:0.014958858489990234 || Total time:30.662288904190063 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3800.1632726173843 || Iter Time:0.010662078857421875 || Total time:30.672950983047485 Iteration: 1948 || Clusters count: 12 || Log posterior: -3791.30154622573 || Iter Time:0.014539003372192383 || Total time:30.687489986419678 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3844.4957500993664 || Iter Time:0.011734962463378906 || Total time:30.699224948883057 Iteration: 1950 || Clusters count: 12 || Log posterior: -3830.643814013489 || Iter Time:0.015188932418823242 || Total time:30.71441388130188 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3888.9474727892057 || Iter Time:0.011065959930419922 || Total time:30.7254798412323 Iteration: 1952 || Clusters count: 12 || Log posterior: -3866.262936502497 || Iter Time:0.014545917510986328 || Total time:30.740025758743286 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3894.5029022411345 || Iter Time:0.011636018753051758 || Total time:30.751661777496338 Iteration: 1954 || Clusters count: 12 || Log posterior: -3877.740495559333 || Iter Time:0.015414953231811523 || Total time:30.76707673072815 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3863.0827593666504 || Iter Time:0.012547969818115234 || Total time:30.779624700546265 Iteration: 1956 || Clusters count: 12 || Log posterior: -3848.122075116888 || Iter Time:0.01454615592956543 || Total time:30.79417085647583 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3831.0800855600014 || Iter Time:0.010948896408081055 || Total time:30.80511975288391 Iteration: 1958 || Clusters count: 12 || Log posterior: -3811.4864614468574 || Iter Time:0.015677928924560547 || Total time:30.82079768180847 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3825.978897852748 || Iter Time:0.011266946792602539 || Total time:30.832064628601074 Iteration: 1960 || Clusters count: 12 || Log posterior: -3807.907770159923 || Iter Time:0.01550602912902832 || Total time:30.847570657730103 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3857.138478141274 || Iter Time:0.012742996215820312 || Total time:30.860313653945923 Iteration: 1962 || Clusters count: 13 || Log posterior: -3840.7833357231666 || Iter Time:0.01538705825805664 || Total time:30.87570071220398 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3900.48159243758 || Iter Time:0.011226892471313477 || Total time:30.886927604675293 Iteration: 1964 || Clusters count: 13 || Log posterior: -3864.2802620876396 || Iter Time:0.015046834945678711 || Total time:30.90197443962097 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3885.837846485291 || Iter Time:0.011204957962036133 || Total time:30.913179397583008 Iteration: 1966 || Clusters count: 13 || Log posterior: -3866.3526408312864 || Iter Time:0.015048980712890625 || Total time:30.9282283782959 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3849.0675447969898 || Iter Time:0.01122903823852539 || Total time:30.939457416534424 Iteration: 1968 || Clusters count: 13 || Log posterior: -3825.575850543431 || Iter Time:0.04081988334655762 || Total time:30.98027729988098 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3833.296170817754 || Iter Time:0.011669158935546875 || Total time:30.99194645881653 Iteration: 1970 || Clusters count: 13 || Log posterior: -3808.61129657377 || Iter Time:0.015201091766357422 || Total time:31.007147550582886 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3819.51035833086 || Iter Time:0.013403177261352539 || Total time:31.02055072784424 Iteration: 1972 || Clusters count: 13 || Log posterior: -3801.2401630514346 || Iter Time:0.015881061553955078 || Total time:31.036431789398193 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3806.3000972245163 || Iter Time:0.011751890182495117 || Total time:31.04818367958069 Iteration: 1974 || Clusters count: 13 || Log posterior: -3778.519451096788 || Iter Time:0.016412019729614258 || Total time:31.064595699310303 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3848.1364439231643 || Iter Time:0.012060880661010742 || Total time:31.076656579971313 Iteration: 1976 || Clusters count: 13 || Log posterior: -3816.4937773669562 || Iter Time:0.016016006469726562 || Total time:31.09267258644104 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3866.1387551143484 || Iter Time:0.012298107147216797 || Total time:31.104970693588257 Iteration: 1978 || Clusters count: 13 || Log posterior: -3840.5906694447935 || Iter Time:0.01636505126953125 || Total time:31.121335744857788 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3882.5929073895895 || Iter Time:0.011789083480834961 || Total time:31.133124828338623 Iteration: 1980 || Clusters count: 13 || Log posterior: -3874.551703549956 || Iter Time:0.017349958419799805 || Total time:31.150474786758423 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3934.4065708924936 || Iter Time:0.013622045516967773 || Total time:31.16409683227539 Iteration: 1982 || Clusters count: 13 || Log posterior: -3914.4030192139203 || Iter Time:0.01602792739868164 || Total time:31.180124759674072 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3881.913807425536 || Iter Time:0.012365102767944336 || Total time:31.192489862442017 Iteration: 1984 || Clusters count: 13 || Log posterior: -3864.9430957708255 || Iter Time:0.016360998153686523 || Total time:31.208850860595703 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3889.471513104934 || Iter Time:0.011888980865478516 || Total time:31.22073984146118 Iteration: 1986 || Clusters count: 13 || Log posterior: -3845.856121950186 || Iter Time:0.016132116317749023 || Total time:31.23687195777893 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3869.4823770320413 || Iter Time:0.013025999069213867 || Total time:31.249897956848145 Iteration: 1988 || Clusters count: 13 || Log posterior: -3845.3658984967606 || Iter Time:0.017119884490966797 || Total time:31.26701784133911 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3850.956911495714 || Iter Time:0.011778116226196289 || Total time:31.278795957565308 Iteration: 1990 || Clusters count: 13 || Log posterior: -3835.7787125119385 || Iter Time:0.016479969024658203 || Total time:31.295275926589966 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3836.2848821401208 || Iter Time:0.014102935791015625 || Total time:31.30937886238098 Iteration: 1992 || Clusters count: 13 || Log posterior: -3804.607105462017 || Iter Time:0.017893075942993164 || Total time:31.327271938323975 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3854.0549463531565 || Iter Time:0.0124359130859375 || Total time:31.339707851409912 Iteration: 1994 || Clusters count: 13 || Log posterior: -3831.9452723996533 || Iter Time:0.016387939453125 || Total time:31.356095790863037 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3867.0879325800406 || Iter Time:0.012018918991088867 || Total time:31.368114709854126 Iteration: 1996 || Clusters count: 13 || Log posterior: -3844.092634081014 || Iter Time:0.01596808433532715 || Total time:31.384082794189453 Loading and distributing data: 0.000327 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3853.417892388938 || Iter Time:0.011807918548583984 || Total time:31.395890712738037 Iteration: 1998 || Clusters count: 13 || Log posterior: -3812.1064745269273 || Iter Time:0.015388965606689453 || Total time:31.411279678344727 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3810.031363708912 || Iter Time:0.012022018432617188 || Total time:31.423301696777344 Iteration: 2000 || Clusters count: 13 || Log posterior: -3785.160193934938 || Iter Time:0.01658487319946289 || Total time:31.439886569976807 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3754.486852981225 || Iter Time:0.013252019882202148 || Total time:31.45313858985901 Iteration: 2002 || Clusters count: 13 || Log posterior: -3735.3558437243446 || Iter Time:0.01709294319152832 || Total time:31.470231533050537 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3810.6867851871743 || Iter Time:0.012668132781982422 || Total time:31.48289966583252 Iteration: 2004 || Clusters count: 14 || Log posterior: -3791.803679850699 || Iter Time:0.016427040100097656 || Total time:31.499326705932617 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3828.8387034457073 || Iter Time:0.012107133865356445 || Total time:31.511433839797974 Iteration: 2006 || Clusters count: 14 || Log posterior: -3815.3441298172124 || Iter Time:0.016836881637573242 || Total time:31.528270721435547 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3809.8894039162665 || Iter Time:0.012662887573242188 || Total time:31.54093360900879 Iteration: 2008 || Clusters count: 14 || Log posterior: -3786.3648132860326 || Iter Time:0.016518831253051758 || Total time:31.55745244026184 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3859.778669212454 || Iter Time:0.0116729736328125 || Total time:31.569125413894653 Iteration: 2010 || Clusters count: 14 || Log posterior: -3829.134470561977 || Iter Time:0.015665054321289062 || Total time:31.584790468215942 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3837.6830014279494 || Iter Time:0.03856086730957031 || Total time:31.623351335525513 Iteration: 2012 || Clusters count: 14 || Log posterior: -3810.0318023418145 || Iter Time:0.016447067260742188 || Total time:31.639798402786255 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3852.270591681919 || Iter Time:0.01386713981628418 || Total time:31.65366554260254 Iteration: 2014 || Clusters count: 14 || Log posterior: -3831.2033537421908 || Iter Time:0.01743292808532715 || Total time:31.671098470687866 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3831.2574861355492 || Iter Time:0.013221979141235352 || Total time:31.6843204498291 Iteration: 2016 || Clusters count: 14 || Log posterior: -3799.7967688524077 || Iter Time:0.017553091049194336 || Total time:31.701873540878296 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3806.6188361285754 || Iter Time:0.012559890747070312 || Total time:31.714433431625366 Iteration: 2018 || Clusters count: 14 || Log posterior: -3785.7295074068443 || Iter Time:0.017733097076416016 || Total time:31.732166528701782 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3858.275084400669 || Iter Time:0.013588905334472656 || Total time:31.745755434036255 Iteration: 2020 || Clusters count: 14 || Log posterior: -3829.383492025216 || Iter Time:0.01818704605102539 || Total time:31.76394248008728 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3863.63222948624 || Iter Time:0.013046979904174805 || Total time:31.776989459991455 Iteration: 2022 || Clusters count: 14 || Log posterior: -3848.435173967719 || Iter Time:0.01670098304748535 || Total time:31.79369044303894 Loading and distributing data: 0.000113 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3884.289641484111 || Iter Time:0.012924909591674805 || Total time:31.806615352630615 Iteration: 2024 || Clusters count: 14 || Log posterior: -3858.899236591797 || Iter Time:0.017701148986816406 || Total time:31.82431650161743 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3849.46929544059 || Iter Time:0.01383209228515625 || Total time:31.838148593902588 Iteration: 2026 || Clusters count: 14 || Log posterior: -3825.1356035220133 || Iter Time:0.017871856689453125 || Total time:31.85602045059204 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3852.472634376794 || Iter Time:0.013642072677612305 || Total time:31.869662523269653 Iteration: 2028 || Clusters count: 14 || Log posterior: -3822.0262196607982 || Iter Time:0.018381118774414062 || Total time:31.888043642044067 Avg NMI: 0.9026430393758184 Full NMI: 0.884190672366484 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m13.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 180.97s PkgEval succeeded after 309.75s