Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1262 (4060c45d70*) started at 2025-11-18T18:16:53.864 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.2s ################################################################################ # 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 v0.4.23 [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 v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.76s ################################################################################ # 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/i9lgt/src/julia-1.11/common.jl:75 │ [2] test_dir_has_project_file │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:52 [inlined] │ [3] maybe_gen_project_override! │ @ ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/common.jl:83 [inlined] │ [4] activate(pkg::String; allow_reresolve::Bool) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/src/julia-1.11/activate_set.jl:12 │ [5] activate(pkg::String) │ @ TestEnv ~/.julia/packages/TestEnv/i9lgt/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... 3229.6 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 9427.0 ms ✓ StatsBase 8087.4 ms ✓ SpecialFunctions 9270.0 ms ✓ Clustering 3210.3 ms ✓ HypergeometricFunctions 14338.9 ms ✓ KernelFunctions 3178.4 ms ✓ StatsFuns 3310.2 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 14536.8 ms ✓ Distributions 4978.8 ms ✓ Distributions → DistributionsChainRulesCoreExt 4845.7 ms ✓ Distributions → DistributionsTestExt 11424.8 ms ✓ DPMMSubClustersStreaming 12 dependencies successfully precompiled in 91 seconds. 88 already precompiled. Precompilation completed after 103.65s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_2xtZ7m/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_2xtZ7m/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 v0.4.23 [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 v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 2.988115 seconds (864.51 k allocations: 49.772 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:17.055309057235718 || Total time:17.055309057235718 Iteration: 1 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.005540132522583008 || Total time:17.0608491897583 Iteration: 2 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.0050201416015625 || Total time:17.065869331359863 Iteration: 3 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.004904031753540039 || Total time:17.070773363113403 Iteration: 4 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.004826068878173828 || Total time:17.075599431991577 Iteration: 5 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.016137123107910156 || Total time:17.091736555099487 Iteration: 6 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.005063056945800781 || Total time:17.096799612045288 Iteration: 7 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.004786014556884766 || Total time:17.101585626602173 Iteration: 8 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.0050389766693115234 || Total time:17.106624603271484 Iteration: 9 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.004971027374267578 || Total time:17.111595630645752 Iteration: 10 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.004789113998413086 || Total time:17.116384744644165 Iteration: 11 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.005436897277832031 || Total time:17.121821641921997 Iteration: 12 || Clusters count: 1 || Log posterior: -233272.44423629093 || Iter Time:0.005601167678833008 || Total time:17.12742280960083 Iteration: 13 || Clusters count: 2 || Log posterior: -232881.91657342826 || Iter Time:3.736335039138794 || Total time:20.863757848739624 Iteration: 14 || Clusters count: 2 || Log posterior: -232879.15603343313 || Iter Time:0.006236076354980469 || Total time:20.869993925094604 Iteration: 15 || Clusters count: 2 || Log posterior: -232867.80933619587 || Iter Time:0.005513906478881836 || Total time:20.875507831573486 Iteration: 16 || Clusters count: 2 || Log posterior: -232857.45883730048 || Iter Time:0.005488157272338867 || Total time:20.880995988845825 Iteration: 17 || Clusters count: 2 || Log posterior: -232879.7117988162 || Iter Time:0.005427122116088867 || Total time:20.886423110961914 Iteration: 18 || Clusters count: 2 || Log posterior: -232838.80813004004 || Iter Time:0.0055730342864990234 || Total time:20.891996145248413 Iteration: 19 || Clusters count: 2 || Log posterior: -232836.0684206663 || Iter Time:0.005566835403442383 || Total time:20.897562980651855 Iteration: 20 || Clusters count: 2 || Log posterior: -232778.09108347542 || Iter Time:3.3392629623413086 || Total time:24.236825942993164 Loading and distributing data: 0.000924 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232955.2694802911 || Iter Time:0.032183170318603516 || Total time:24.269009113311768 Iteration: 22 || Clusters count: 2 || Log posterior: -232909.67287176405 || Iter Time:0.005449056625366211 || Total time:24.274458169937134 Iteration: 23 || Clusters count: 2 || Log posterior: -232893.27802192135 || Iter Time:0.0054569244384765625 || Total time:24.27991509437561 Iteration: 24 || Clusters count: 2 || Log posterior: -232874.68360338407 || Iter Time:0.00539708137512207 || Total time:24.285312175750732 Iteration: 25 || Clusters count: 2 || Log posterior: -232905.91016588407 || Iter Time:0.005607128143310547 || Total time:24.290919303894043 Iteration: 26 || Clusters count: 2 || Log posterior: -232901.91797838407 || Iter Time:0.005409955978393555 || Total time:24.296329259872437 Iteration: 27 || Clusters count: 2 || Log posterior: -232896.4729003026 || Iter Time:0.0053899288177490234 || Total time:24.301719188690186 Iteration: 28 || Clusters count: 3 || Log posterior: -232474.0802025067 || Iter Time:0.006891012191772461 || Total time:24.308610200881958 Iteration: 29 || Clusters count: 3 || Log posterior: -232380.58328269204 || Iter Time:0.005800008773803711 || Total time:24.31441020965576 Iteration: 30 || Clusters count: 3 || Log posterior: -232343.23757362412 || Iter Time:0.005855083465576172 || Total time:24.320265293121338 Iteration: 31 || Clusters count: 4 || Log posterior: -231947.47878429355 || Iter Time:0.007662057876586914 || Total time:24.327927350997925 Iteration: 32 || Clusters count: 4 || Log posterior: -231889.18011010112 || Iter Time:0.006091117858886719 || Total time:24.33401846885681 Iteration: 33 || Clusters count: 4 || Log posterior: -231852.63935107357 || Iter Time:0.006070137023925781 || Total time:24.340088605880737 Iteration: 34 || Clusters count: 4 || Log posterior: -231808.1904591504 || Iter Time:0.006063938140869141 || Total time:24.346152544021606 Iteration: 35 || Clusters count: 4 || Log posterior: -231840.2989630228 || Iter Time:0.006065845489501953 || Total time:24.35221838951111 Iteration: 36 || Clusters count: 4 || Log posterior: -231835.20355202205 || Iter Time:0.00609898567199707 || Total time:24.358317375183105 Iteration: 37 || Clusters count: 4 || Log posterior: -231829.95500874348 || Iter Time:0.006112098693847656 || Total time:24.364429473876953 Iteration: 38 || Clusters count: 4 || Log posterior: -231834.32467413202 || Iter Time:0.006283998489379883 || Total time:24.370713472366333 Iteration: 39 || Clusters count: 4 || Log posterior: -231787.56418060465 || Iter Time:0.006084918975830078 || Total time:24.376798391342163 Iteration: 40 || Clusters count: 4 || Log posterior: -231812.02395037073 || Iter Time:0.005803108215332031 || Total time:24.382601499557495 Iteration: 41 || Clusters count: 4 || Log posterior: -231729.2694135139 || Iter Time:0.0059719085693359375 || Total time:24.38857340812683 Loading and distributing data: 0.000768 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261954.3789903629 || Iter Time:0.006398200988769531 || Total time:24.3949716091156 Iteration: 43 || Clusters count: 5 || Log posterior: -261544.31420817942 || Iter Time:0.042680978775024414 || Total time:24.437652587890625 Iteration: 44 || Clusters count: 5 || Log posterior: -261457.48510530358 || Iter Time:0.007169008255004883 || Total time:24.44482159614563 Iteration: 45 || Clusters count: 5 || Log posterior: -261454.5961834005 || Iter Time:0.00643610954284668 || Total time:24.451257705688477 Iteration: 46 || Clusters count: 5 || Log posterior: -261421.3405625236 || Iter Time:0.006543874740600586 || Total time:24.457801580429077 Iteration: 47 || Clusters count: 5 || Log posterior: -261438.79435592587 || Iter Time:0.006378889083862305 || Total time:24.46418046951294 Iteration: 48 || Clusters count: 5 || Log posterior: -261445.78480639038 || Iter Time:0.006318092346191406 || Total time:24.47049856185913 Iteration: 49 || Clusters count: 5 || Log posterior: -261428.39077073874 || Iter Time:0.006247997283935547 || Total time:24.476746559143066 Iteration: 50 || Clusters count: 5 || Log posterior: -261412.62737614583 || Iter Time:0.010186195373535156 || Total time:24.4869327545166 Iteration: 51 || Clusters count: 5 || Log posterior: -261437.8177383216 || Iter Time:0.006376981735229492 || Total time:24.49330973625183 Iteration: 52 || Clusters count: 5 || Log posterior: -261435.94239345827 || Iter Time:0.006464958190917969 || Total time:24.49977469444275 Iteration: 53 || Clusters count: 5 || Log posterior: -261432.20449148054 || Iter Time:0.006479024887084961 || Total time:24.506253719329834 Iteration: 54 || Clusters count: 6 || Log posterior: -261029.43424861637 || Iter Time:0.00788116455078125 || Total time:24.514134883880615 Iteration: 55 || Clusters count: 6 || Log posterior: -260935.06641143037 || Iter Time:0.007506847381591797 || Total time:24.521641731262207 Iteration: 56 || Clusters count: 7 || Log posterior: -260294.40325443036 || Iter Time:0.007910966873168945 || Total time:24.529552698135376 Iteration: 57 || Clusters count: 7 || Log posterior: -260225.37108443712 || Iter Time:0.0071299076080322266 || Total time:24.536682605743408 Iteration: 58 || Clusters count: 7 || Log posterior: -260257.7481758114 || Iter Time:0.7263429164886475 || Total time:25.263025522232056 Iteration: 59 || Clusters count: 7 || Log posterior: -260250.27355722123 || Iter Time:0.008526086807250977 || Total time:25.271551609039307 Iteration: 60 || Clusters count: 7 || Log posterior: -260261.7917006989 || Iter Time:0.008328914642333984 || Total time:25.27988052368164 Iteration: 61 || Clusters count: 7 || Log posterior: -260239.69537204658 || Iter Time:0.007498025894165039 || Total time:25.287378549575806 Iteration: 62 || Clusters count: 7 || Log posterior: -260169.99118245172 || Iter Time:0.006994962692260742 || Total time:25.294373512268066 Loading and distributing data: 0.000745 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259676.57058216276 || Iter Time:0.03171801567077637 || Total time:25.326091527938843 Iteration: 64 || Clusters count: 9 || Log posterior: -259357.61665565058 || Iter Time:0.008661985397338867 || Total time:25.33475351333618 Iteration: 65 || Clusters count: 9 || Log posterior: -259319.6606740445 || Iter Time:0.008394002914428711 || Total time:25.34314751625061 Iteration: 66 || Clusters count: 9 || Log posterior: -259316.64126981288 || Iter Time:0.008566856384277344 || Total time:25.351714372634888 Iteration: 67 || Clusters count: 9 || Log posterior: -259296.58134671344 || Iter Time:0.008736133575439453 || Total time:25.360450506210327 Iteration: 68 || Clusters count: 9 || Log posterior: -259297.2458472992 || Iter 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Time:0.010909795761108398 || Total time:25.577858448028564 Iteration: 83 || Clusters count: 11 || Log posterior: -258530.87046034643 || Iter Time:0.010310888290405273 || Total time:25.58816933631897 Loading and distributing data: 0.000849 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257150.0269278672 || Iter Time:0.019474029541015625 || Total time:25.607643365859985 Iteration: 85 || Clusters count: 18 || Log posterior: -255941.52185296666 || Iter Time:0.014645099639892578 || Total time:25.622288465499878 Iteration: 86 || Clusters count: 18 || Log posterior: -255851.46290473823 || Iter Time:0.012929916381835938 || Total time:25.635218381881714 Iteration: 87 || Clusters count: 18 || Log posterior: -255813.9613956645 || Iter Time:0.017812013626098633 || Total time:25.653030395507812 Iteration: 88 || Clusters count: 18 || Log posterior: -255784.55205509972 || Iter Time:0.012675046920776367 || Total time:25.66570544242859 Iteration: 89 || 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-255746.21316522136 || Iter Time:0.021149873733520508 || Total time:25.896976709365845 Iteration: 104 || Clusters count: 18 || Log posterior: -255740.84850644978 || Iter Time:0.023209095001220703 || Total time:25.920185804367065 Loading and distributing data: 0.000776 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255393.8629657064 || Iter Time:0.020299196243286133 || Total time:25.94048500061035 Iteration: 106 || Clusters count: 19 || Log posterior: -255283.52126449312 || Iter Time:0.019738197326660156 || Total time:25.96022319793701 Iteration: 107 || Clusters count: 19 || Log posterior: -255275.294428724 || Iter Time:0.023113012313842773 || Total time:25.983336210250854 Iteration: 108 || Clusters count: 19 || Log posterior: -255266.2881982963 || Iter Time:0.01854419708251953 || Total time:26.001880407333374 Iteration: 109 || Clusters count: 19 || Log posterior: -255274.86935844898 || Iter Time:0.020340919494628906 || Total 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posterior: -255103.03171221464 || Iter Time:0.02243185043334961 || Total time:26.499462604522705 Iteration: 131 || Clusters count: 20 || Log posterior: -255111.38932878824 || Iter Time:0.027331113815307617 || Total time:26.526793718338013 Iteration: 132 || Clusters count: 20 || Log posterior: -255105.52605345097 || Iter Time:0.0261690616607666 || Total time:26.55296277999878 Iteration: 133 || Clusters count: 20 || Log posterior: -255105.66523129906 || Iter Time:0.025300025939941406 || Total time:26.57826280593872 Iteration: 134 || Clusters count: 20 || Log posterior: -255113.1103072018 || Iter Time:0.02647995948791504 || Total time:26.604742765426636 Iteration: 135 || Clusters count: 20 || Log posterior: -255117.43878548968 || Iter Time:0.02388906478881836 || Total time:26.628631830215454 Iteration: 136 || Clusters count: 20 || Log posterior: -255104.89804241573 || Iter Time:0.023845911026000977 || Total time:26.652477741241455 Iteration: 137 || Clusters count: 20 || Log posterior: 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-255105.63705991933 || Iter Time:0.024756908416748047 || Total time:26.859835386276245 Iteration: 145 || Clusters count: 20 || Log posterior: -255106.78940161344 || Iter Time:0.02455902099609375 || Total time:26.88439440727234 Iteration: 146 || Clusters count: 20 || Log posterior: -255105.08309778894 || Iter Time:0.026832103729248047 || Total time:26.911226511001587 Loading and distributing data: 0.000742 seconds (128 allocations: 395.789 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255139.91693893942 || Iter Time:0.02420496940612793 || Total time:26.935431480407715 Iteration: 148 || Clusters count: 20 || Log posterior: -255066.245820723 || Iter Time:0.02698493003845215 || Total time:26.962416410446167 Iteration: 149 || Clusters count: 20 || Log posterior: -255073.13671196933 || Iter Time:0.024151086807250977 || Total time:26.986567497253418 Iteration: 150 || Clusters count: 20 || Log posterior: -255054.36412434003 || Iter Time:0.023656129837036133 || Total 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time:27.36524987220764 Iteration: 165 || Clusters count: 20 || Log posterior: -255060.6747123413 || Iter Time:0.025310039520263672 || Total time:27.390559911727905 Iteration: 166 || Clusters count: 20 || Log posterior: -255054.46369941212 || Iter Time:0.02922511100769043 || Total time:27.419785022735596 Iteration: 167 || Clusters count: 20 || Log posterior: -255054.46369941212 || Iter Time:0.0221860408782959 || Total time:27.44197106361389 Loading and distributing data: 0.000765 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254805.9033222332 || Iter Time:0.027521848678588867 || Total time:27.46949291229248 Iteration: 169 || Clusters count: 20 || Log posterior: -254784.67049480183 || Iter Time:0.026751041412353516 || Total time:27.496243953704834 Iteration: 170 || Clusters count: 20 || Log posterior: -254783.20759379896 || Iter Time:0.022468090057373047 || Total time:27.518712043762207 Iteration: 171 || Clusters count: 20 || Log posterior: -254790.44199355092 || Iter Time:0.0264739990234375 || Total time:27.545186042785645 Iteration: 172 || Clusters count: 20 || Log posterior: -254775.2500924596 || Iter Time:0.023092985153198242 || Total time:27.568279027938843 Iteration: 173 || Clusters count: 20 || Log posterior: -254782.13452777712 || Iter Time:0.022935867309570312 || Total time:27.591214895248413 Iteration: 174 || Clusters count: 20 || Log posterior: -254779.17524351928 || Iter Time:0.026747941970825195 || Total time:27.61796283721924 Iteration: 175 || Clusters count: 20 || Log posterior: -254778.90998790375 || Iter Time:0.022746801376342773 || Total time:27.64070963859558 Iteration: 176 || Clusters count: 20 || Log posterior: -254783.20602806882 || Iter Time:0.022688865661621094 || Total time:27.663398504257202 Iteration: 177 || Clusters count: 20 || Log posterior: -254777.13402807378 || Iter Time:0.02690601348876953 || Total time:27.69030451774597 Iteration: 178 || Clusters count: 20 || Log posterior: -254788.0682521418 || Iter Time:0.022670984268188477 || Total time:27.71297550201416 Iteration: 179 || Clusters count: 20 || Log posterior: -254774.91302847216 || Iter Time:0.022549867630004883 || Total time:27.735525369644165 Iteration: 180 || Clusters count: 20 || Log posterior: -254784.2673239821 || Iter Time:0.026725053787231445 || Total time:27.762250423431396 Iteration: 181 || Clusters count: 20 || Log posterior: -254780.44639313695 || Iter Time:0.022980928421020508 || Total time:27.785231351852417 Iteration: 182 || Clusters count: 20 || Log posterior: -254782.38630813512 || Iter Time:0.022230148315429688 || Total time:27.807461500167847 Iteration: 183 || Clusters count: 20 || Log posterior: -254774.49884693226 || Iter Time:0.02758502960205078 || Total time:27.835046529769897 Iteration: 184 || Clusters count: 20 || Log posterior: -254782.2726612642 || Iter Time:0.027059078216552734 || Total time:27.86210560798645 Iteration: 185 || Clusters count: 20 || Log posterior: -254777.00611664 || Iter Time:0.028261899948120117 || Total time:27.89036750793457 Iteration: 186 || Clusters count: 20 || Log posterior: -254778.36997858254 || Iter Time:0.02421712875366211 || Total time:27.914584636688232 Iteration: 187 || Clusters count: 20 || Log posterior: -254782.27118743688 || Iter Time:0.02375006675720215 || Total time:27.938334703445435 Iteration: 188 || Clusters count: 20 || Log posterior: -254774.49884693226 || Iter Time:0.025808095932006836 || Total time:27.96414279937744 Loading and distributing data: 0.000753 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254718.66295965255 || Iter Time:0.022240161895751953 || Total time:27.986382961273193 Iteration: 190 || Clusters count: 20 || Log posterior: -254677.1117941496 || Iter Time:0.01960587501525879 || Total time:28.005988836288452 Iteration: 191 || Clusters count: 20 || Log posterior: -254672.99268104992 || Iter Time:0.023612022399902344 || Total time:28.029600858688354 Iteration: 192 || Clusters count: 20 || Log posterior: -254670.94816093886 || Iter Time:0.01970386505126953 || Total time:28.049304723739624 Iteration: 193 || Clusters count: 20 || Log posterior: -254680.94825288482 || Iter Time:0.019644975662231445 || Total time:28.068949699401855 Iteration: 194 || Clusters count: 20 || Log posterior: -254672.38384355864 || Iter Time:0.023862123489379883 || Total time:28.092811822891235 Iteration: 195 || Clusters count: 20 || Log posterior: -254684.8687524216 || Iter Time:0.019557952880859375 || Total time:28.112369775772095 Iteration: 196 || Clusters count: 20 || Log posterior: -254683.09071176118 || Iter Time:0.019491910934448242 || Total time:28.131861686706543 Iteration: 197 || Clusters count: 20 || Log posterior: -254679.64863541586 || Iter Time:0.02314591407775879 || Total time:28.1550076007843 Iteration: 198 || Clusters count: 20 || Log posterior: -254671.96620663954 || Iter Time:0.02035212516784668 || Total time:28.17535972595215 Iteration: 199 || Clusters count: 20 || Log posterior: -254672.28460229255 || Iter Time:0.019449949264526367 || Total time:28.194809675216675 Iteration: 200 || Clusters count: 20 || Log posterior: -254672.21261339763 || Iter Time:0.01960611343383789 || Total time:28.214415788650513 Iteration: 201 || Clusters count: 20 || Log posterior: -254678.18392220858 || Iter Time:0.024179935455322266 || Total time:28.238595724105835 Iteration: 202 || Clusters count: 20 || Log posterior: -254672.21261339763 || Iter Time:0.0202181339263916 || Total time:28.258813858032227 Iteration: 203 || Clusters count: 20 || Log posterior: -254672.21261339763 || Iter Time:0.01957416534423828 || Total time:28.278388023376465 Iteration: 204 || Clusters count: 20 || Log posterior: -254671.71404298977 || Iter Time:0.026356935501098633 || Total time:28.304744958877563 Iteration: 205 || Clusters count: 20 || Log posterior: -254675.49356689127 || Iter Time:0.023010969161987305 || Total time:28.32775592803955 Iteration: 206 || Clusters count: 20 || Log posterior: -254680.39795761806 || Iter Time:0.024261951446533203 || Total time:28.352017879486084 Iteration: 207 || Clusters count: 20 || Log posterior: -254683.50153853392 || Iter Time:0.027304887771606445 || Total time:28.37932276725769 Iteration: 208 || Clusters count: 20 || Log posterior: -254674.10640704658 || Iter Time:0.02333807945251465 || Total time:28.402660846710205 Iteration: 209 || Clusters count: 20 || Log posterior: -254671.35291065066 || Iter Time:0.025815963745117188 || Total time:28.428476810455322 NMI: 0.8014218859514445 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m33.6s [54792, 68938, 38396, 13290, 222716, 10147, 6981, 27071, 20943, 52503, 98234, 16900, 5396, 77160, 59043, 124938, 68764, 17108, 12621, 4059] Loading and distributing data: 0.000258 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:5.042258977890015 || Total time:5.042258977890015 Iteration: 1 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0022962093353271484 || Total time:5.044555187225342 Iteration: 2 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0017108917236328125 || Total time:5.046266078948975 Iteration: 3 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0015091896057128906 || Total time:5.0477752685546875 Iteration: 4 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0013949871063232422 || Total time:5.049170255661011 Iteration: 5 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0014300346374511719 || Total time:5.050600290298462 Iteration: 6 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0013780593872070312 || Total time:5.051978349685669 Iteration: 7 || Clusters count: 1 || Log posterior: -6952.070628511237 || Iter Time:0.0014410018920898438 || Total time:5.053419351577759 Iteration: 8 || Clusters count: 2 || Log posterior: -6800.882682291169 || Iter Time:0.15182089805603027 || Total time:5.205240249633789 Iteration: 9 || Clusters count: 2 || Log posterior: -6783.335617560342 || Iter Time:0.002123117446899414 || Total time:5.2073633670806885 Iteration: 10 || Clusters count: 2 || Log posterior: -6771.4026527531305 || Iter Time:0.0020990371704101562 || Total time:5.209462404251099 Iteration: 11 || Clusters count: 2 || Log posterior: -6774.428494252486 || Iter Time:0.001967191696166992 || Total time:5.211429595947266 Iteration: 12 || Clusters count: 2 || Log posterior: -6772.146593467045 || Iter Time:0.002229928970336914 || Total time:5.2136595249176025 Iteration: 13 || Clusters count: 2 || Log posterior: -6749.573946229585 || Iter Time:0.002044200897216797 || Total time:5.215703725814819 Iteration: 14 || Clusters count: 2 || Log posterior: -6753.309109503409 || Iter Time:0.001950979232788086 || Total time:5.217654705047607 Iteration: 15 || Clusters count: 2 || Log posterior: -6759.032545848971 || Iter Time:0.0021238327026367188 || Total time:5.219778537750244 Iteration: 16 || Clusters count: 2 || Log posterior: -6766.041475017643 || Iter Time:0.002064943313598633 || Total time:5.221843481063843 Iteration: 17 || Clusters count: 2 || Log posterior: -6765.035028755752 || Iter Time:0.0019521713256835938 || Total time:5.223795652389526 Iteration: 18 || Clusters count: 3 || Log posterior: -6470.174139722809 || Iter Time:0.004751920700073242 || Total time:5.2285475730896 Iteration: 19 || Clusters count: 4 || Log posterior: -6288.699730023704 || Iter Time:0.0040531158447265625 || Total time:5.232600688934326 Iteration: 20 || Clusters count: 4 || Log posterior: -6290.976259892741 || Iter Time:0.0025010108947753906 || Total time:5.235101699829102 Iteration: 21 || Clusters count: 4 || Log posterior: -6259.625253882918 || Iter Time:0.002415895462036133 || Total time:5.237517595291138 Iteration: 22 || Clusters count: 4 || Log posterior: -6247.64130980911 || Iter Time:0.002637147903442383 || Total time:5.24015474319458 Iteration: 23 || Clusters count: 4 || Log posterior: -6229.846262609763 || Iter Time:0.002618074417114258 || Total time:5.242772817611694 Iteration: 24 || Clusters count: 4 || Log posterior: -6226.687310400277 || Iter Time:0.002599954605102539 || Total time:5.245372772216797 Iteration: 25 || Clusters count: 4 || Log posterior: -6247.211162225102 || Iter Time:0.0025908946990966797 || Total time:5.2479636669158936 Iteration: 26 || Clusters count: 4 || Log posterior: -6242.332511692677 || Iter Time:0.002775907516479492 || Total time:5.250739574432373 Iteration: 27 || Clusters count: 4 || Log posterior: -6234.892451613012 || Iter Time:0.0028960704803466797 || Total time:5.25363564491272 Iteration: 28 || Clusters count: 5 || Log posterior: -6111.363288824143 || Iter Time:0.004456996917724609 || Total time:5.258092641830444 Iteration: 29 || Clusters count: 7 || Log posterior: -5998.723830170407 || Iter Time:0.006364107131958008 || Total time:5.264456748962402 Iteration: 30 || Clusters count: 7 || Log posterior: -5954.744351748801 || Iter Time:1.36173415184021 || Total time:6.626190900802612 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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] Loading and distributing data: 0.000168 seconds (128 allocations: 12.977 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5757.401647180045 || Iter Time:0.02997303009033203 || Total time:6.656163930892944 Iteration: 32 || Clusters count: 7 || Log posterior: -5729.892463897031 || Iter Time:0.015774011611938477 || Total time:6.671937942504883 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4900.69465881832 || Iter Time:0.0039670467376708984 || Total time:6.675904989242554 Iteration: 34 || Clusters count: 7 || Log posterior: -4880.745374771898 || Iter Time:0.014958858489990234 || Total time:6.690863847732544 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4610.921635549721 || Iter Time:0.003726959228515625 || Total time:6.69459080696106 Iteration: 36 || Clusters count: 7 || Log posterior: -4596.305087610219 || Iter Time:0.014847993850708008 || Total time:6.709438800811768 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4597.812465361359 || Iter Time:0.004085063934326172 || Total time:6.713523864746094 Iteration: 38 || Clusters count: 7 || Log posterior: -4572.810057838104 || Iter Time:0.014587879180908203 || Total time:6.728111743927002 Loading and distributing data: 0.000117 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4603.060719997344 || Iter Time:0.003858804702758789 || Total time:6.731970548629761 Iteration: 40 || Clusters count: 7 || Log posterior: -4581.914048043193 || Iter Time:0.014882087707519531 || Total time:6.74685263633728 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -4605.779993665374 || Iter Time:0.0047359466552734375 || Total time:6.751588582992554 Iteration: 42 || Clusters count: 8 || Log posterior: -4576.0754061106445 || Iter Time:0.017117977142333984 || Total time:6.768706560134888 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -4332.892002808383 || Iter Time:0.09620022773742676 || Total time:6.8649067878723145 Iteration: 44 || Clusters count: 9 || Log posterior: -4261.036313598944 || Iter Time:0.018896102905273438 || Total time:6.883802890777588 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -4140.057361781083 || Iter Time:0.005894899368286133 || Total time:6.889697790145874 Iteration: 46 || Clusters count: 10 || Log posterior: -4135.7725014197595 || Iter Time:0.021628141403198242 || Total time:6.911325931549072 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -4087.4656568385435 || Iter Time:0.005363941192626953 || Total time:6.916689872741699 Iteration: 48 || Clusters count: 10 || Log posterior: -4080.6358192456746 || Iter Time:0.020732879638671875 || Total time:6.937422752380371 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 49 || Clusters count: 10 || Log posterior: -4083.191307779818 || Iter Time:0.0055158138275146484 || Total time:6.942938566207886 Iteration: 50 || Clusters count: 10 || Log posterior: -4081.5909109645418 || Iter Time:0.021129131317138672 || Total time:6.964067697525024 Loading and distributing data: 0.000118 seconds (128 allocations: 12.977 KiB) Iteration: 51 || Clusters count: 10 || Log posterior: -4103.674130250244 || Iter Time:0.006323099136352539 || Total time:6.970390796661377 Iteration: 52 || Clusters count: 10 || Log posterior: -4100.536867050704 || Iter Time:0.02225518226623535 || Total time:6.992645978927612 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 53 || Clusters count: 10 || Log posterior: -4117.433643996624 || Iter Time:0.007524967193603516 || Total time:7.000170946121216 Iteration: 54 || Clusters count: 10 || Log posterior: -4113.790127709674 || Iter Time:0.023480892181396484 || Total time:7.023651838302612 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 10 || Log posterior: -4102.75961018117 || Iter Time:0.5063679218292236 || Total time:7.530019760131836 Iteration: 56 || Clusters count: 10 || Log posterior: -4095.9490659747603 || Iter Time:0.02431797981262207 || Total time:7.554337739944458 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 10 || Log posterior: -4101.337868888793 || Iter Time:0.008479833602905273 || Total time:7.562817573547363 Iteration: 58 || Clusters count: 10 || Log posterior: -4091.2403948049146 || Iter Time:0.0242919921875 || Total time:7.587109565734863 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 10 || Log posterior: -4122.280175048337 || Iter Time:0.008854150772094727 || Total time:7.595963716506958 Iteration: 60 || Clusters count: 10 || Log posterior: -4121.795066685146 || Iter Time:0.024127960205078125 || Total time:7.620091676712036 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 61 || Clusters count: 10 || Log posterior: -4136.733762001217 || Iter Time:0.008749008178710938 || Total time:7.628840684890747 Iteration: 62 || Clusters count: 10 || Log posterior: -4123.431782157754 || Iter Time:0.024331092834472656 || Total time:7.65317177772522 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -4138.049630344187 || Iter Time:0.008604049682617188 || Total time:7.661775827407837 Iteration: 64 || Clusters count: 10 || Log posterior: -4135.031959964019 || Iter Time:0.022790908813476562 || Total time:7.6845667362213135 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 65 || Clusters count: 10 || Log posterior: -4137.292710469458 || Iter Time:0.008932113647460938 || Total time:7.693498849868774 Iteration: 66 || Clusters count: 10 || Log posterior: -4133.455560639375 || Iter Time:0.023153066635131836 || Total time:7.716651916503906 Loading and distributing data: 0.000136 seconds (128 allocations: 12.977 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -4098.679768507482 || Iter Time:0.008760929107666016 || Total time:7.725412845611572 Iteration: 68 || Clusters count: 10 || Log posterior: -4097.3263746421035 || Iter Time:0.02375197410583496 || Total time:7.749164819717407 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -4088.2342184647887 || Iter Time:0.008418798446655273 || Total time:7.7575836181640625 Iteration: 70 || Clusters count: 10 || Log posterior: -4081.2451045044627 || Iter Time:0.022594928741455078 || Total time:7.780178546905518 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -4127.982006556785 || Iter Time:0.008383989334106445 || Total time:7.788562536239624 Iteration: 72 || Clusters count: 10 || Log posterior: -4106.544988058143 || Iter Time:0.022310972213745117 || Total time:7.810873508453369 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -4110.778129098564 || Iter Time:0.008198022842407227 || Total time:7.819071531295776 Iteration: 74 || Clusters count: 10 || Log posterior: -4103.071989934361 || Iter Time:0.02350783348083496 || Total time:7.842579364776611 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 11 || Log posterior: -4131.78923646361 || Iter Time:0.008857011795043945 || Total time:7.851436376571655 Iteration: 76 || Clusters count: 11 || Log posterior: -4113.563458796863 || Iter Time:0.024198055267333984 || Total time:7.875634431838989 Loading and distributing data: 0.000145 seconds (128 allocations: 12.977 KiB) Iteration: 77 || Clusters count: 12 || Log posterior: -4097.14039793914 || Iter Time:0.008878946304321289 || Total time:7.8845133781433105 Iteration: 78 || Clusters count: 12 || Log posterior: -4034.5790118280247 || Iter Time:0.026091814041137695 || Total time:7.910605192184448 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 79 || Clusters count: 12 || Log posterior: -4012.9369051047925 || Iter Time:0.008056879043579102 || Total time:7.918662071228027 Iteration: 80 || Clusters count: 12 || Log posterior: -3961.8633402200076 || Iter Time:0.02574014663696289 || Total time:7.94440221786499 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 81 || Clusters count: 12 || Log posterior: -3920.2043642643666 || Iter Time:0.00808405876159668 || Total time:7.952486276626587 Iteration: 82 || Clusters count: 12 || Log posterior: -3887.3391303250464 || Iter Time:0.026189804077148438 || Total time:7.978676080703735 Loading and distributing data: 0.000116 seconds (128 allocations: 12.977 KiB) Iteration: 83 || Clusters count: 12 || Log posterior: -3873.261567045941 || Iter Time:0.008177042007446289 || Total time:7.986853122711182 Iteration: 84 || Clusters count: 12 || Log posterior: -3851.971800765047 || Iter Time:0.02643609046936035 || Total time:8.013289213180542 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 85 || Clusters count: 13 || Log posterior: -3882.8186677806025 || Iter Time:0.009814977645874023 || Total time:8.023104190826416 Iteration: 86 || Clusters count: 12 || Log posterior: -3858.9607207238623 || Iter Time:0.02860116958618164 || Total time:8.051705360412598 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 87 || Clusters count: 12 || Log posterior: -3863.634441629017 || Iter Time:0.010129213333129883 || Total time:8.061834573745728 Iteration: 88 || Clusters count: 12 || Log posterior: -3846.859241296464 || Iter Time:0.02825188636779785 || Total time:8.090086460113525 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 89 || Clusters count: 12 || Log posterior: -3916.25821976843 || Iter Time:0.010316848754882812 || Total time:8.100403308868408 Iteration: 90 || Clusters count: 12 || Log posterior: -3880.389716763524 || Iter Time:0.02857494354248047 || Total time:8.128978252410889 Loading and distributing data: 0.000126 seconds (128 allocations: 12.977 KiB) Iteration: 91 || Clusters count: 12 || Log posterior: -3890.3350302762015 || Iter Time:0.010479927062988281 || Total time:8.139458179473877 Iteration: 92 || Clusters count: 12 || Log posterior: -3873.256849013123 || Iter Time:0.03228116035461426 || Total time:8.171739339828491 Loading and distributing data: 0.000128 seconds (128 allocations: 12.977 KiB) Iteration: 93 || Clusters count: 12 || Log posterior: -3808.298138964636 || Iter Time:0.011509180068969727 || Total time:8.183248519897461 Iteration: 94 || Clusters count: 12 || Log posterior: -3789.9286514420173 || Iter Time:0.03341102600097656 || Total time:8.216659545898438 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 95 || Clusters count: 12 || Log posterior: -3798.8363776664837 || Iter Time:0.012533903121948242 || Total time:8.229193449020386 Iteration: 96 || Clusters count: 12 || Log posterior: -3763.995108288774 || Iter Time:0.033241987228393555 || Total time:8.26243543624878 Loading and distributing data: 0.000143 seconds (128 allocations: 12.977 KiB) Iteration: 97 || Clusters count: 12 || Log posterior: -3769.2614654015624 || Iter Time:0.01229405403137207 || Total time:8.274729490280151 Iteration: 98 || Clusters count: 12 || Log posterior: -3749.417720865931 || Iter Time:0.03205418586730957 || Total time:8.306783676147461 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 99 || Clusters count: 12 || Log posterior: -3812.2509889560297 || Iter Time:0.011083126068115234 || Total time:8.317866802215576 Iteration: 100 || Clusters count: 12 || Log posterior: -3801.226283961585 || Iter Time:0.07040119171142578 || Total time:8.388267993927002 Loading and distributing data: 0.000147 seconds (128 allocations: 12.977 KiB) Iteration: 101 || Clusters count: 13 || Log posterior: -3861.0704839685686 || Iter Time:0.010347843170166016 || Total time:8.398615837097168 Iteration: 102 || Clusters count: 13 || Log posterior: -3808.4629223991865 || Iter Time:0.028959035873413086 || Total time:8.427574872970581 Loading and distributing data: 0.000169 seconds (128 allocations: 12.977 KiB) Iteration: 103 || Clusters count: 13 || Log posterior: -3794.8404212175415 || Iter Time:0.009593963623046875 || Total time:8.437168836593628 Iteration: 104 || Clusters count: 13 || Log posterior: -3770.3115715578433 || Iter Time:0.027637004852294922 || Total time:8.464805841445923 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 105 || Clusters count: 13 || Log posterior: -3807.589318460466 || Iter Time:0.011261940002441406 || Total time:8.476067781448364 Iteration: 106 || Clusters count: 13 || Log posterior: -3796.092654833196 || Iter Time:0.03157401084899902 || Total time:8.507641792297363 Loading and distributing data: 0.000130 seconds (128 allocations: 12.977 KiB) Iteration: 107 || Clusters count: 13 || Log posterior: -3779.9007468021255 || Iter Time:0.011028051376342773 || Total time:8.518669843673706 Iteration: 108 || Clusters count: 13 || Log posterior: -3765.9049570987936 || Iter Time:0.03403115272521973 || Total time:8.552700996398926 Loading and distributing data: 0.000132 seconds (128 allocations: 12.977 KiB) Iteration: 109 || Clusters count: 13 || Log posterior: -3758.8929928463 || Iter Time:0.010170936584472656 || Total time:8.562871932983398 Iteration: 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Iteration: 121 || Clusters count: 13 || Log posterior: -3738.0239989853617 || Iter Time:0.010924100875854492 || Total time:8.814838886260986 Iteration: 122 || Clusters count: 13 || Log posterior: -3723.513620535392 || Iter Time:0.030500173568725586 || Total time:8.845339059829712 Loading and distributing data: 0.000133 seconds (128 allocations: 12.977 KiB) Iteration: 123 || Clusters count: 13 || Log posterior: -3790.5229762280514 || Iter Time:0.011307001113891602 || Total time:8.856646060943604 Iteration: 124 || Clusters count: 13 || Log posterior: -3771.204989209483 || Iter Time:0.030534029006958008 || Total time:8.887180089950562 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 125 || Clusters count: 13 || Log posterior: -3771.7063218885833 || Iter Time:0.011610984802246094 || Total time:8.898791074752808 Iteration: 126 || Clusters count: 13 || Log posterior: -3760.1425004014704 || Iter Time:0.030285120010375977 || Total time:8.929076194763184 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Iteration: 221 || Clusters count: 14 || Log posterior: -3831.41440640392 || Iter Time:0.012288093566894531 || Total time:11.146733522415161 Iteration: 222 || Clusters count: 14 || Log posterior: -3795.670801210215 || Iter Time:0.032473087310791016 || Total time:11.179206609725952 Loading and distributing data: 0.000120 seconds (128 allocations: 12.977 KiB) Iteration: 223 || Clusters count: 14 || Log posterior: -3793.7485866074444 || Iter Time:0.012135028839111328 || Total time:11.191341638565063 Iteration: 224 || Clusters count: 14 || Log posterior: -3774.2799527365855 || Iter Time:0.03428506851196289 || Total time:11.225626707077026 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 225 || Clusters count: 14 || Log posterior: -3790.106997843794 || Iter Time:0.012537956237792969 || Total time:11.23816466331482 Iteration: 226 || Clusters count: 14 || Log posterior: -3766.0997502867426 || Iter Time:0.033171892166137695 || Total 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Iteration: 243 || Clusters count: 14 || Log posterior: -3771.880642821988 || Iter Time:0.012469053268432617 || Total time:11.676401853561401 Iteration: 244 || Clusters count: 14 || Log posterior: -3762.1848557146373 || Iter Time:0.03277397155761719 || Total time:11.709175825119019 Loading and distributing data: 0.000139 seconds (128 allocations: 12.977 KiB) Iteration: 245 || Clusters count: 14 || Log posterior: -3815.7749494886125 || Iter Time:0.012378931045532227 || Total time:11.72155475616455 Iteration: 246 || Clusters count: 14 || Log posterior: -3799.5669135127478 || Iter Time:0.03250908851623535 || Total time:11.754063844680786 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 247 || Clusters count: 14 || Log posterior: -3847.333672189019 || Iter Time:0.01312708854675293 || Total time:11.767190933227539 Iteration: 248 || Clusters count: 14 || Log posterior: -3832.349774777835 || Iter Time:0.05056405067443848 || Total time:11.817754983901978 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Iteration: 282 || Clusters count: 14 || Log posterior: -3783.39292020717 || Iter Time:0.03410005569458008 || Total time:12.631301641464233 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 283 || Clusters count: 14 || Log posterior: -3753.88454887029 || Iter Time:0.013172149658203125 || Total time:12.644473791122437 Iteration: 284 || Clusters count: 14 || Log posterior: -3742.2198247038814 || Iter Time:0.034008026123046875 || Total time:12.678481817245483 Loading and distributing data: 0.000122 seconds (128 allocations: 12.977 KiB) Iteration: 285 || Clusters count: 14 || Log posterior: -3782.181792382317 || Iter Time:0.012948989868164062 || Total time:12.691430807113647 Iteration: 286 || Clusters count: 14 || Log posterior: -3780.3527409747253 || Iter Time:0.05002999305725098 || Total time:12.741460800170898 Loading and distributing data: 0.000124 seconds (128 allocations: 12.977 KiB) Iteration: 287 || Clusters count: 14 || Log posterior: 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Iteration: 509 || Clusters count: 15 || Log posterior: -3750.0671195373325 || Iter Time:0.011294126510620117 || Total time:18.064263343811035 Iteration: 510 || Clusters count: 15 || Log posterior: -3719.5679828451152 || Iter Time:0.03450489044189453 || Total time:18.09876823425293 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 511 || Clusters count: 15 || Log posterior: -3755.436332542814 || Iter Time:0.013602018356323242 || Total time:18.112370252609253 Iteration: 512 || Clusters count: 15 || Log posterior: -3724.2420324786426 || Iter Time:0.03510093688964844 || Total time:18.1474711894989 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 513 || Clusters count: 15 || Log posterior: -3785.1038548508886 || Iter Time:0.011503219604492188 || Total time:18.158974409103394 Iteration: 514 || Clusters count: 15 || Log posterior: -3772.3810334383606 || Iter Time:0.03207802772521973 || Total time:18.191052436828613 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Iteration: 1217 || Clusters count: 14 || Log posterior: -3775.9314610125357 || Iter Time:0.012430906295776367 || Total time:35.82464146614075 Iteration: 1218 || Clusters count: 14 || Log posterior: -3761.03052891635 || Iter Time:0.03332996368408203 || Total time:35.85797142982483 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1219 || Clusters count: 14 || Log posterior: -3755.6784517194956 || Iter Time:0.012670040130615234 || Total time:35.870641469955444 Iteration: 1220 || Clusters count: 14 || Log posterior: -3729.8015111523664 || Iter Time:0.033447980880737305 || Total time:35.90408945083618 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1221 || Clusters count: 14 || Log posterior: -3756.865282918496 || Iter Time:0.01186990737915039 || Total time:35.91595935821533 Iteration: 1222 || Clusters count: 14 || Log posterior: -3737.688450107129 || Iter Time:0.03107595443725586 || Total 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Iteration: 1239 || Clusters count: 14 || Log posterior: -3786.5025728805203 || Iter Time:0.008522987365722656 || Total time:36.226245164871216 Iteration: 1240 || Clusters count: 14 || Log posterior: -3769.035872830449 || Iter Time:0.021914005279541016 || Total time:36.24815917015076 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1241 || Clusters count: 14 || Log posterior: -3769.4475707132965 || Iter Time:0.008683919906616211 || Total time:36.25684309005737 Iteration: 1242 || Clusters count: 14 || Log posterior: -3743.1319270514664 || Iter Time:0.0219268798828125 || Total time:36.278769969940186 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1243 || Clusters count: 14 || Log posterior: -3763.418816660362 || Iter Time:0.008652925491333008 || Total time:36.28742289543152 Iteration: 1244 || Clusters count: 14 || Log posterior: -3738.2594311383805 || Iter Time:0.021160125732421875 || Total 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Iteration: 1261 || Clusters count: 14 || Log posterior: -3783.9927781576635 || Iter Time:0.012933969497680664 || Total time:36.634204626083374 Iteration: 1262 || Clusters count: 14 || Log posterior: -3771.345106206022 || Iter Time:0.03307700157165527 || Total time:36.66728162765503 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1263 || Clusters count: 14 || Log posterior: -3740.372558156869 || Iter Time:0.012573957443237305 || Total time:36.67985558509827 Iteration: 1264 || Clusters count: 14 || Log posterior: -3734.4129748500845 || Iter Time:0.03346896171569824 || Total time:36.713324546813965 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1265 || Clusters count: 14 || Log posterior: -3771.0901249077556 || Iter Time:0.013688087463378906 || Total time:36.727012634277344 Iteration: 1266 || Clusters count: 14 || Log posterior: -3755.478703022753 || Iter Time:0.03449201583862305 || Total 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|| Log posterior: -3759.9329450874297 || Iter Time:0.03328514099121094 || Total time:36.90170407295227 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1273 || Clusters count: 14 || Log posterior: -3738.8677402340304 || Iter Time:0.013082027435302734 || Total time:36.91478610038757 Iteration: 1274 || Clusters count: 14 || Log posterior: -3724.6365128290895 || Iter Time:0.05355691909790039 || Total time:36.968343019485474 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1275 || Clusters count: 14 || Log posterior: -3776.347061761384 || Iter Time:0.01252889633178711 || Total time:36.98087191581726 Iteration: 1276 || Clusters count: 14 || Log posterior: -3753.9157256324534 || Iter Time:0.03235483169555664 || Total time:37.01322674751282 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1277 || Clusters count: 14 || Log posterior: -3738.587785372423 || Iter 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Iteration: 1283 || Clusters count: 14 || Log posterior: -3801.5112434115254 || Iter Time:0.013146162033081055 || Total time:37.16353702545166 Iteration: 1284 || Clusters count: 14 || Log posterior: -3771.4948278055954 || Iter Time:0.03159904479980469 || Total time:37.195136070251465 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1285 || Clusters count: 14 || Log posterior: -3722.437838105186 || Iter Time:0.012309074401855469 || Total time:37.20744514465332 Iteration: 1286 || Clusters count: 14 || Log posterior: -3701.443526918757 || Iter Time:0.031594038009643555 || Total time:37.239039182662964 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1287 || Clusters count: 14 || Log posterior: -3708.5608246890633 || Iter Time:0.012742042541503906 || Total time:37.25178122520447 Iteration: 1288 || Clusters count: 14 || Log posterior: -3690.6653914782714 || Iter Time:0.03300595283508301 || Total 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Iteration: 1305 || Clusters count: 14 || Log posterior: -3768.865613469066 || Iter Time:0.012362957000732422 || Total time:37.675546407699585 Iteration: 1306 || Clusters count: 14 || Log posterior: -3746.864981968616 || Iter Time:0.031275033950805664 || Total time:37.70682144165039 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1307 || Clusters count: 14 || Log posterior: -3746.8704136052434 || Iter Time:0.012362957000732422 || Total time:37.71918439865112 Iteration: 1308 || Clusters count: 14 || Log posterior: -3738.9255854759326 || Iter Time:0.029799938201904297 || Total time:37.74898433685303 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1309 || Clusters count: 14 || Log posterior: -3768.828406412039 || Iter Time:0.011725187301635742 || Total time:37.76070952415466 Iteration: 1310 || Clusters count: 14 || Log posterior: -3753.4788064530467 || Iter Time:0.03149294853210449 || Total 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Iteration: 1327 || Clusters count: 14 || Log posterior: -3780.927098666451 || Iter Time:0.012804985046386719 || Total time:38.16169881820679 Iteration: 1328 || Clusters count: 14 || Log posterior: -3771.67084749583 || Iter Time:0.030067920684814453 || Total time:38.1917667388916 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1329 || Clusters count: 14 || Log posterior: -3757.0949075572194 || Iter Time:0.011591911315917969 || Total time:38.20335865020752 Iteration: 1330 || Clusters count: 14 || Log posterior: -3717.484617914732 || Iter Time:0.02895498275756836 || Total time:38.23231363296509 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1331 || Clusters count: 14 || Log posterior: -3719.251003562365 || Iter Time:0.010676145553588867 || Total time:38.24298977851868 Iteration: 1332 || Clusters count: 14 || Log posterior: -3676.9222435406878 || Iter Time:0.029906034469604492 || Total time:38.27289581298828 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Iteration: 1443 || Clusters count: 14 || Log posterior: -3702.9432110368894 || Iter Time:0.013434171676635742 || Total time:40.860607862472534 Iteration: 1444 || Clusters count: 14 || Log posterior: -3694.2049968039105 || Iter Time:0.034912824630737305 || Total time:40.89552068710327 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1445 || Clusters count: 14 || Log posterior: -3746.2321904426076 || Iter Time:0.011587858200073242 || Total time:40.907108545303345 Iteration: 1446 || Clusters count: 14 || Log posterior: -3714.2709738287913 || Iter Time:0.0351409912109375 || Total time:40.94224953651428 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1447 || Clusters count: 14 || Log posterior: -3771.585423678171 || Iter Time:0.014264822006225586 || Total time:40.95651435852051 Iteration: 1448 || Clusters count: 14 || Log posterior: -3744.0070660817687 || Iter Time:0.035359859466552734 || Total 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Iteration: 1631 || Clusters count: 16 || Log posterior: -3825.8600137824665 || Iter Time:0.014653921127319336 || Total time:45.89669346809387 Iteration: 1632 || Clusters count: 16 || Log posterior: -3807.7959618882714 || Iter Time:0.037529945373535156 || Total time:45.93422341346741 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 1633 || Clusters count: 15 || Log posterior: -3784.401912078066 || Iter Time:0.01360011100769043 || Total time:45.9478235244751 Iteration: 1634 || Clusters count: 15 || Log posterior: -3754.065120791986 || Iter Time:0.035797834396362305 || Total time:45.98362135887146 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1635 || Clusters count: 15 || Log posterior: -3789.0321619479273 || Iter Time:0.013557910919189453 || Total time:45.99717926979065 Iteration: 1636 || Clusters count: 15 || Log posterior: -3776.9777497387095 || Iter Time:0.0380091667175293 || Total 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Iteration: 1653 || Clusters count: 14 || Log posterior: -3750.6073614597894 || Iter Time:0.013107061386108398 || Total time:46.47386884689331 Iteration: 1654 || Clusters count: 14 || Log posterior: -3724.033674697589 || Iter Time:0.033738136291503906 || Total time:46.507606983184814 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1655 || Clusters count: 14 || Log posterior: -3752.77601532979 || Iter Time:0.015233039855957031 || Total time:46.52284002304077 Iteration: 1656 || Clusters count: 14 || Log posterior: -3736.017702226635 || Iter Time:0.03438711166381836 || Total time:46.55722713470459 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1657 || Clusters count: 14 || Log posterior: -3771.1636731836584 || Iter Time:0.013164043426513672 || Total time:46.5703911781311 Iteration: 1658 || Clusters count: 14 || Log posterior: -3754.546105413357 || Iter Time:0.03519082069396973 || Total time:46.60558199882507 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-3744.0931691807186 || Iter Time:0.034339189529418945 || Total time:46.74994921684265 Loading and distributing data: 0.000145 seconds (134 allocations: 13.148 KiB) Iteration: 1665 || Clusters count: 14 || Log posterior: -3755.935881636243 || Iter Time:0.01520085334777832 || Total time:46.76515007019043 Iteration: 1666 || Clusters count: 14 || Log posterior: -3746.5892348583347 || Iter Time:0.05534100532531738 || Total time:46.82049107551575 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1667 || Clusters count: 14 || Log posterior: -3777.1185563489194 || Iter Time:0.012647151947021484 || Total time:46.83313822746277 Iteration: 1668 || Clusters count: 14 || Log posterior: -3753.611749237013 || Iter Time:0.03375077247619629 || Total time:46.866888999938965 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1669 || Clusters count: 14 || Log posterior: -3723.0030083790025 || Iter Time:0.009895801544189453 || 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Iteration: 1725 || Clusters count: 15 || Log posterior: -3788.793364965321 || Iter Time:0.014276981353759766 || Total time:48.262593030929565 Iteration: 1726 || Clusters count: 15 || Log posterior: -3776.832873538348 || Iter Time:0.037763118743896484 || Total time:48.30035614967346 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1727 || Clusters count: 15 || Log posterior: -3763.6607785599026 || Iter Time:0.014050960540771484 || Total time:48.31440711021423 Iteration: 1728 || Clusters count: 15 || Log posterior: -3737.370051373656 || Iter Time:0.037210941314697266 || Total time:48.35161805152893 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1729 || Clusters count: 15 || Log posterior: -3778.690808062818 || Iter Time:0.013887882232666016 || Total time:48.3655059337616 Iteration: 1730 || Clusters count: 15 || Log posterior: -3760.050574512177 || Iter Time:0.03968381881713867 || Total 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Iteration: 1769 || Clusters count: 15 || Log posterior: -3829.5347479451084 || Iter Time:0.01684403419494629 || Total time:49.50113558769226 Iteration: 1770 || Clusters count: 14 || Log posterior: -3806.4296743522195 || Iter Time:0.0370941162109375 || Total time:49.5382297039032 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 1771 || Clusters count: 14 || Log posterior: -3809.4819426451 || Iter Time:0.012941122055053711 || Total time:49.55117082595825 Iteration: 1772 || Clusters count: 14 || Log posterior: -3786.8030582008796 || Iter Time:0.03675198554992676 || Total time:49.58792281150818 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1773 || Clusters count: 14 || Log posterior: -3794.511236767766 || Iter Time:0.013689041137695312 || Total time:49.601611852645874 Iteration: 1774 || Clusters count: 14 || Log posterior: -3778.5447505521515 || Iter Time:0.036898136138916016 || Total time:49.63850998878479 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Total time:50.91213369369507 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3763.9638849369753 || Iter Time:0.01399683952331543 || Total time:50.926130533218384 Iteration: 1826 || Clusters count: 14 || Log posterior: -3733.425528849016 || Iter Time:0.03365898132324219 || Total time:50.959789514541626 Loading and distributing data: 0.000150 seconds (129 allocations: 12.992 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -3709.5705924940753 || Iter Time:0.013958930969238281 || Total time:50.973748445510864 Iteration: 1828 || Clusters count: 14 || Log posterior: -3694.267319956071 || Iter Time:0.05688214302062988 || Total time:51.030630588531494 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -3760.241199838877 || Iter Time:0.013424873352050781 || Total time:51.044055461883545 Iteration: 1830 || Clusters 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Iteration: 1841 || Clusters count: 14 || Log posterior: -3791.7261321702736 || Iter Time:0.013755083084106445 || Total time:51.337910413742065 Iteration: 1842 || Clusters count: 14 || Log posterior: -3778.811715259788 || Iter Time:0.03446698188781738 || Total time:51.37237739562988 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3817.4031927340716 || Iter Time:0.014293909072875977 || Total time:51.38667130470276 Iteration: 1844 || Clusters count: 14 || Log posterior: -3802.262487834039 || Iter Time:0.03639101982116699 || Total time:51.423062324523926 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3827.9892910340236 || Iter Time:0.014401912689208984 || Total time:51.437464237213135 Iteration: 1846 || Clusters count: 14 || Log posterior: -3802.434275817398 || Iter Time:0.03478693962097168 || Total 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14 || Log posterior: -3719.936717442444 || Iter Time:0.0566401481628418 || Total time:51.63703227043152 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3737.5391530918864 || Iter Time:0.01357889175415039 || Total time:51.65061116218567 Iteration: 1854 || Clusters count: 14 || Log posterior: -3710.8685225298445 || Iter Time:0.035733938217163086 || Total time:51.68634510040283 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3725.118111660707 || Iter Time:0.01183009147644043 || Total time:51.69817519187927 Iteration: 1856 || Clusters count: 14 || Log posterior: -3709.1372980427996 || Iter Time:0.03463888168334961 || Total time:51.73281407356262 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3741.5089261146272 || Iter 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Iteration: 1863 || Clusters count: 15 || Log posterior: -3756.3021040651442 || Iter Time:0.015130043029785156 || Total time:51.89211392402649 Iteration: 1864 || Clusters count: 14 || Log posterior: -3734.022723022099 || Iter Time:0.03860592842102051 || Total time:51.93071985244751 Loading and distributing data: 0.000145 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3753.5978904772387 || Iter Time:0.01314687728881836 || Total time:51.94386672973633 Iteration: 1866 || Clusters count: 14 || Log posterior: -3738.5039782523595 || Iter Time:0.032798051834106445 || Total time:51.976664781570435 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3739.090676284503 || Iter Time:0.013168096542358398 || Total time:51.98983287811279 Iteration: 1868 || Clusters count: 14 || Log posterior: -3739.090676284503 || Iter Time:0.03359389305114746 || Total 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|| Log posterior: -3767.8162557628348 || Iter Time:0.04054594039916992 || Total time:52.17383337020874 Loading and distributing data: 0.000171 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3810.521237872084 || Iter Time:0.014720916748046875 || Total time:52.18855428695679 Iteration: 1876 || Clusters count: 14 || Log posterior: -3778.4655734133617 || Iter Time:0.05787396430969238 || Total time:52.24642825126648 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3737.3307732557732 || Iter Time:0.013900995254516602 || Total time:52.260329246520996 Iteration: 1878 || Clusters count: 14 || Log posterior: -3726.2195578405176 || Iter Time:0.03544807434082031 || Total time:52.295777320861816 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3743.1803453746797 || Iter 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Iteration: 1885 || Clusters count: 14 || Log posterior: -3758.067837692316 || Iter Time:0.014028072357177734 || Total time:52.44834542274475 Iteration: 1886 || Clusters count: 14 || Log posterior: -3736.4507422843344 || Iter Time:0.03463411331176758 || Total time:52.48297953605652 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3757.25820057077 || Iter Time:0.014750957489013672 || Total time:52.49773049354553 Iteration: 1888 || Clusters count: 14 || Log posterior: -3724.043438885935 || Iter Time:0.036463022232055664 || Total time:52.53419351577759 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3749.8964830204495 || Iter Time:0.013818025588989258 || Total time:52.54801154136658 Iteration: 1890 || Clusters count: 14 || Log posterior: -3724.8348545401736 || Iter Time:0.03538799285888672 || Total time:52.583399534225464 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3751.610507098083 || Iter Time:0.013936996459960938 || Total time:52.597336530685425 Iteration: 1892 || Clusters count: 14 || Log posterior: -3741.289444308514 || Iter Time:0.03624677658081055 || Total time:52.633583307266235 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3753.2825294476916 || Iter Time:0.013898849487304688 || Total time:52.64748215675354 Iteration: 1894 || Clusters count: 14 || Log posterior: -3745.128485406529 || Iter Time:0.03468179702758789 || Total time:52.68216395378113 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3781.641906375118 || Iter Time:0.014297962188720703 || Total time:52.69646191596985 Iteration: 1896 || Clusters count: 14 || Log posterior: -3750.217906706569 || Iter Time:0.03615403175354004 || Total time:52.73261594772339 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3810.679075128817 || Iter Time:0.014341115951538086 || Total time:52.74695706367493 Iteration: 1898 || Clusters count: 14 || Log posterior: -3785.1063339154853 || Iter Time:0.03581404685974121 || Total time:52.78277111053467 Loading and distributing data: 0.000179 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3810.2373812846263 || Iter Time:0.01382589340209961 || Total time:52.79659700393677 Iteration: 1900 || Clusters count: 14 || Log posterior: -3781.0692603182774 || Iter Time:0.0579981803894043 || Total time:52.85459518432617 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3745.997166842468 || Iter Time:0.01368093490600586 || Total time:52.86827611923218 Iteration: 1902 || Clusters count: 14 || Log posterior: -3727.8652206570578 || Iter Time:0.03593707084655762 || Total time:52.904213190078735 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3744.0183851187176 || Iter Time:0.01391911506652832 || Total time:52.918132305145264 Iteration: 1904 || Clusters count: 14 || Log posterior: -3737.724515534783 || Iter Time:0.033228158950805664 || Total time:52.95136046409607 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3764.819555034619 || Iter Time:0.01404714584350586 || Total time:52.965407609939575 Iteration: 1906 || Clusters count: 14 || Log posterior: -3744.9935402063456 || Iter Time:0.03733706474304199 || Total time:53.00274467468262 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3770.653348212022 || Iter Time:0.014138936996459961 || Total time:53.01688361167908 Iteration: 1908 || Clusters count: 15 || Log posterior: -3745.271891931732 || Iter Time:0.03840494155883789 || Total time:53.055288553237915 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3724.4167706171174 || Iter Time:0.013762950897216797 || Total time:53.06905150413513 Iteration: 1910 || Clusters count: 14 || Log posterior: -3701.688039450071 || Iter Time:0.036947011947631836 || Total time:53.105998516082764 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3765.3281263861436 || Iter Time:0.013412952423095703 || Total time:53.11941146850586 Iteration: 1912 || Clusters count: 14 || Log posterior: -3718.712436923782 || Iter Time:0.03424191474914551 || Total 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14 || Log posterior: -3714.1886339318567 || Iter Time:0.0336000919342041 || Total time:53.292320728302 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3735.604565181908 || Iter Time:0.012768983840942383 || Total time:53.305089712142944 Iteration: 1920 || Clusters count: 14 || Log posterior: -3710.78791488958 || Iter Time:0.03549695014953613 || Total time:53.34058666229248 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3761.386929344777 || Iter Time:0.01363992691040039 || Total time:53.35422658920288 Iteration: 1922 || Clusters count: 14 || Log posterior: -3749.553239782666 || Iter Time:0.035552978515625 || Total time:53.389779567718506 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3741.808865373377 || Iter 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Iteration: 1929 || Clusters count: 14 || Log posterior: -3794.8942690966105 || Iter Time:0.012840032577514648 || Total time:53.57192945480347 Iteration: 1930 || Clusters count: 14 || Log posterior: -3769.4472011087214 || Iter Time:0.03368496894836426 || Total time:53.60561442375183 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3760.3014064721365 || Iter Time:0.013163089752197266 || Total time:53.61877751350403 Iteration: 1932 || Clusters count: 14 || Log posterior: -3745.6748954799673 || Iter Time:0.034568071365356445 || Total time:53.653345584869385 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3737.590495471883 || Iter Time:0.015059947967529297 || Total time:53.668405532836914 Iteration: 1934 || Clusters count: 14 || Log posterior: -3723.158487052116 || Iter Time:0.037267208099365234 || Total time:53.70567274093628 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3766.728901258552 || Iter Time:0.014631986618041992 || Total time:53.72030472755432 Iteration: 1936 || Clusters count: 14 || Log posterior: -3754.6143450551385 || Iter Time:0.03512096405029297 || Total time:53.755425691604614 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3806.673715106516 || Iter Time:0.01558995246887207 || Total time:53.771015644073486 Iteration: 1938 || Clusters count: 14 || Log posterior: -3786.6458662089954 || Iter Time:0.035765886306762695 || Total time:53.80678153038025 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3830.367127618335 || Iter Time:0.013581991195678711 || Total time:53.82036352157593 Iteration: 1940 || Clusters count: 14 || Log posterior: -3795.9511201814175 || Iter Time:0.03443312644958496 || Total time:53.85479664802551 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3809.3944608572456 || Iter Time:0.013251066207885742 || Total time:53.8680477142334 Iteration: 1942 || Clusters count: 14 || Log posterior: -3784.2663802143147 || Iter Time:0.03489112854003906 || Total time:53.90293884277344 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3816.058920815711 || Iter Time:0.013328790664672852 || Total time:53.91626763343811 Iteration: 1944 || Clusters count: 14 || Log posterior: -3797.429013557685 || Iter Time:0.033084869384765625 || Total time:53.949352502822876 Loading and distributing data: 0.000151 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3839.6858330163814 || Iter Time:0.013890981674194336 || Total time:53.96324348449707 Iteration: 1946 || Clusters count: 14 || Log posterior: -3815.4623851384517 || Iter Time:0.03387713432312012 || Total time:53.99712061882019 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3748.342592571222 || Iter Time:0.01415705680847168 || Total time:54.01127767562866 Iteration: 1948 || Clusters count: 14 || Log posterior: -3737.711034313798 || Iter Time:0.05850696563720703 || Total time:54.06978464126587 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3737.7681440856286 || Iter Time:0.015198945999145508 || Total time:54.084983587265015 Iteration: 1950 || Clusters count: 14 || Log posterior: -3732.056663177112 || Iter Time:0.03490900993347168 || Total time:54.119892597198486 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3750.5617220499075 || Iter Time:0.013360023498535156 || Total time:54.13325262069702 Iteration: 1952 || Clusters count: 14 || Log posterior: -3735.3027525554817 || Iter Time:0.03275108337402344 || Total time:54.166003704071045 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3773.4080721181012 || Iter Time:0.012151002883911133 || Total time:54.178154706954956 Iteration: 1954 || Clusters count: 14 || Log posterior: -3765.3047058871252 || Iter Time:0.03194403648376465 || Total time:54.21009874343872 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3824.215112647892 || Iter Time:0.013550996780395508 || Total time:54.223649740219116 Iteration: 1956 || Clusters count: 14 || Log posterior: -3785.4451900117765 || Iter Time:0.03266286849975586 || Total time:54.25631260871887 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3819.4117577156635 || Iter Time:0.012875080108642578 || Total time:54.269187688827515 Iteration: 1958 || Clusters count: 14 || Log posterior: -3786.2923688497763 || Iter Time:0.03339219093322754 || Total time:54.30257987976074 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3799.1749957106317 || Iter Time:0.01596379280090332 || Total time:54.318543672561646 Iteration: 1960 || Clusters count: 14 || Log posterior: -3769.9487712985897 || Iter Time:0.03680896759033203 || Total time:54.35535264015198 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3797.641030987383 || Iter Time:0.014222145080566406 || Total time:54.369574785232544 Iteration: 1962 || Clusters count: 14 || Log posterior: -3763.171249851647 || Iter Time:0.034583091735839844 || Total time:54.404157876968384 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3814.067368851603 || Iter Time:0.014255046844482422 || Total time:54.418412923812866 Iteration: 1964 || Clusters count: 14 || Log posterior: -3808.6680314395717 || Iter Time:0.035336971282958984 || Total time:54.453749895095825 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3795.8850481204736 || Iter Time:0.01382303237915039 || Total time:54.467572927474976 Iteration: 1966 || Clusters count: 14 || Log posterior: -3782.0016604897855 || Iter Time:0.034705162048339844 || Total time:54.502278089523315 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3802.680485549357 || Iter Time:0.013978004455566406 || Total time:54.51625609397888 Iteration: 1968 || Clusters count: 14 || Log posterior: -3767.3547601138985 || Iter Time:0.034776926040649414 || Total time:54.55103302001953 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3783.7500599348427 || Iter Time:0.014191865921020508 || Total time:54.56522488594055 Iteration: 1970 || Clusters count: 14 || Log posterior: -3755.6334557539776 || Iter Time:0.03653097152709961 || Total time:54.60175585746765 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3812.5205546660018 || Iter Time:0.013979196548461914 || Total time:54.61573505401611 Iteration: 1972 || Clusters count: 14 || Log posterior: -3796.3247448872594 || Iter Time:0.03676295280456543 || Total time:54.65249800682068 Loading and distributing data: 0.000168 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3828.303902107697 || Iter Time:0.03984713554382324 || Total time:54.6923451423645 Iteration: 1974 || Clusters count: 14 || Log posterior: -3789.3521833171967 || Iter Time:0.03628897666931152 || Total time:54.72863411903381 Loading and distributing data: 0.000160 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3752.9215142562252 || Iter Time:0.014854192733764648 || Total time:54.74348831176758 Iteration: 1976 || Clusters count: 14 || Log posterior: -3727.1458805787556 || Iter Time:0.03499102592468262 || Total time:54.77847933769226 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3811.9237666904505 || Iter Time:0.014348983764648438 || Total time:54.79282832145691 Iteration: 1978 || Clusters count: 14 || Log posterior: -3780.3954809394195 || Iter Time:0.03419208526611328 || Total time:54.82702040672302 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3799.12251086713 || Iter Time:0.013720989227294922 || Total time:54.84074139595032 Iteration: 1980 || Clusters count: 14 || Log posterior: -3789.1631047711057 || Iter Time:0.035247087478637695 || Total time:54.875988483428955 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3789.153202310064 || Iter Time:0.013962030410766602 || Total time:54.88995051383972 Iteration: 1982 || Clusters count: 14 || Log posterior: -3775.926212874052 || Iter Time:0.036099910736083984 || Total time:54.926050424575806 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3799.145763397383 || Iter Time:0.013846874237060547 || Total time:54.939897298812866 Iteration: 1984 || Clusters count: 14 || Log posterior: -3767.1000029303304 || Iter Time:0.03521108627319336 || Total time:54.97510838508606 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3741.7172460426677 || Iter Time:0.014014959335327148 || Total time:54.98912334442139 Iteration: 1986 || Clusters count: 14 || Log posterior: -3724.1959909121015 || Iter Time:0.035086870193481445 || Total time:55.02421021461487 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3733.6328686049455 || Iter Time:0.012881994247436523 || Total time:55.037092208862305 Iteration: 1988 || Clusters count: 14 || Log posterior: -3721.4213610766546 || Iter Time:0.033799171447753906 || Total time:55.07089138031006 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3764.8481918030798 || Iter Time:0.01355600357055664 || Total time:55.084447383880615 Iteration: 1990 || Clusters count: 14 || Log posterior: -3740.711411059268 || Iter Time:0.0342099666595459 || Total time:55.11865735054016 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3754.249185992308 || Iter Time:0.013398170471191406 || Total time:55.13205552101135 Iteration: 1992 || Clusters count: 14 || Log posterior: -3731.5196395882203 || Iter Time:0.03489995002746582 || Total time:55.16695547103882 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3804.2846411760856 || Iter Time:0.013523101806640625 || Total time:55.18047857284546 Iteration: 1994 || Clusters count: 14 || Log posterior: -3773.188944152656 || Iter Time:0.035349130630493164 || Total time:55.21582770347595 Loading and distributing data: 0.000161 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3766.62240559265 || Iter Time:0.015359878540039062 || Total time:55.23118758201599 Iteration: 1996 || Clusters count: 14 || Log posterior: -3743.2397816108305 || Iter Time:0.03783893585205078 || Total time:55.26902651786804 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3745.768158752883 || Iter Time:0.03885507583618164 || Total time:55.307881593704224 Iteration: 1998 || Clusters count: 14 || Log posterior: -3730.5079852359286 || Iter Time:0.03300189971923828 || Total time:55.34088349342346 Loading and distributing data: 0.000355 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3795.833279667837 || Iter Time:0.013980865478515625 || Total time:55.35486435890198 Iteration: 2000 || Clusters count: 14 || Log posterior: -3769.5327571969724 || Iter Time:0.032981157302856445 || Total time:55.387845516204834 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3827.566244931462 || Iter Time:0.012615203857421875 || Total time:55.400460720062256 Iteration: 2002 || Clusters count: 14 || Log posterior: -3802.910714187614 || Iter Time:0.03242206573486328 || Total time:55.43288278579712 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3786.9189835227608 || Iter Time:0.012542963027954102 || Total time:55.44542574882507 Iteration: 2004 || Clusters count: 14 || Log posterior: -3769.1107850583408 || Iter Time:0.03453803062438965 || Total time:55.47996377944946 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3754.9474001759777 || Iter Time:0.014055967330932617 || Total time:55.494019746780396 Iteration: 2006 || Clusters count: 14 || Log posterior: -3740.8148456299527 || Iter Time:0.03582000732421875 || Total time:55.529839754104614 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3795.457805749437 || Iter Time:0.014527082443237305 || Total time:55.54436683654785 Iteration: 2008 || Clusters count: 14 || Log posterior: -3771.2682699543184 || Iter Time:0.03571796417236328 || Total time:55.580084800720215 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3803.8593071379714 || Iter Time:0.013998985290527344 || Total time:55.59408378601074 Iteration: 2010 || Clusters count: 14 || Log posterior: -3791.672540110676 || Iter Time:0.03469395637512207 || Total time:55.628777742385864 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3784.98757939618 || Iter Time:0.01329803466796875 || Total time:55.64207577705383 Iteration: 2012 || Clusters count: 14 || Log posterior: -3773.347204793985 || Iter Time:0.033277034759521484 || Total time:55.675352811813354 Loading and distributing data: 0.000148 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3787.631238127331 || Iter Time:0.015740156173706055 || Total time:55.69109296798706 Iteration: 2014 || Clusters count: 14 || Log posterior: -3764.3824384509794 || Iter Time:0.036296844482421875 || Total time:55.72738981246948 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3744.1085216048023 || Iter Time:0.013868093490600586 || Total time:55.74125790596008 Iteration: 2016 || Clusters count: 14 || Log posterior: -3727.416057402484 || Iter Time:0.034613847732543945 || Total time:55.77587175369263 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3704.5389712072274 || Iter Time:0.012820959091186523 || Total time:55.78869271278381 Iteration: 2018 || Clusters count: 14 || Log posterior: -3696.3295125528257 || Iter Time:0.03256583213806152 || Total time:55.821258544921875 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3712.6171035207967 || Iter Time:0.012661933898925781 || Total time:55.8339204788208 Iteration: 2020 || Clusters count: 14 || Log posterior: -3697.298391737462 || Iter Time:0.031538963317871094 || Total time:55.86545944213867 Loading and distributing data: 0.000153 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3747.726010475197 || Iter Time:0.013087034225463867 || Total time:55.878546476364136 Iteration: 2022 || Clusters count: 14 || Log posterior: -3740.7745996192984 || Iter Time:0.05639290809631348 || Total time:55.93493938446045 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3786.156805583282 || Iter Time:0.014024972915649414 || Total time:55.9489643573761 Iteration: 2024 || Clusters count: 14 || Log posterior: -3755.0369678014627 || Iter Time:0.0372159481048584 || Total time:55.98618030548096 Loading and distributing data: 0.000152 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3777.3480539952625 || Iter Time:0.013391971588134766 || Total time:55.99957227706909 Iteration: 2026 || Clusters count: 14 || Log posterior: -3755.7149957914826 || Iter Time:0.033719778060913086 || Total time:56.033292055130005 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3823.0620645936483 || Iter Time:0.013224124908447266 || Total time:56.04651618003845 Iteration: 2028 || Clusters count: 14 || Log posterior: -3795.6282274446417 || Iter Time:0.03212904930114746 || Total time:56.0786452293396 Avg NMI: 0.9269065005352238 Full NMI: 0.9059303966085476 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m39.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 213.52s PkgEval succeeded after 345.92s