Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.71 (9f595ebbf8*) started at 2025-11-14T11:44:07.265 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.37s ################################################################################ # 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 4.44s ################################################################################ # 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... 1584.7 ms ✓ LogExpFunctions 3850.7 ms ✓ NearestNeighbors 2592.0 ms ✓ LogExpFunctions → LogExpFunctionsChainRulesCoreExt 6827.7 ms ✓ StatsBase 7023.6 ms ✓ SpecialFunctions 9239.2 ms ✓ Clustering 2860.0 ms ✓ HypergeometricFunctions 14950.8 ms ✓ KernelFunctions 3072.0 ms ✓ StatsFuns 3188.3 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 14141.1 ms ✓ Distributions 5197.7 ms ✓ Distributions → DistributionsChainRulesCoreExt 5043.2 ms ✓ Distributions → DistributionsTestExt 10254.8 ms ✓ DPMMSubClustersStreaming 14 dependencies successfully precompiled in 92 seconds. 86 already precompiled. Precompilation completed after 96.49s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_1eyvyK/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_1eyvyK/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: 3.161334 seconds (1.23 M allocations: 71.406 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:17.97583794593811 || Total time:17.97583794593811 Iteration: 1 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005839109420776367 || Total time:17.981677055358887 Iteration: 2 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.00586390495300293 || Total time:17.98754096031189 Iteration: 3 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005700826644897461 || Total time:17.993241786956787 Iteration: 4 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005522966384887695 || Total time:17.998764753341675 Iteration: 5 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.019659996032714844 || Total time:18.01842474937439 Iteration: 6 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005092144012451172 || Total time:18.02351689338684 Iteration: 7 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.00523686408996582 || Total time:18.028753757476807 Iteration: 8 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005138874053955078 || Total time:18.03389263153076 Iteration: 9 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.004900932312011719 || Total time:18.038793563842773 Iteration: 10 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005364894866943359 || Total time:18.044158458709717 Iteration: 11 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.004934787750244141 || Total time:18.04909324645996 Iteration: 12 || Clusters count: 1 || Log posterior: -233152.31923629093 || Iter Time:0.005035877227783203 || Total time:18.054129123687744 Iteration: 13 || Clusters count: 2 || Log posterior: -232921.41867734733 || Iter Time:4.331176042556763 || Total time:22.385305166244507 Iteration: 14 || Clusters count: 2 || Log posterior: -232916.99287990754 || Iter Time:0.005724906921386719 || Total time:22.391030073165894 Iteration: 15 || Clusters count: 2 || Log posterior: -232909.95621091308 || Iter Time:0.0055429935455322266 || Total time:22.396573066711426 Iteration: 16 || Clusters count: 2 || Log posterior: -232908.44058591308 || Iter Time:0.005593061447143555 || Total time:22.40216612815857 Iteration: 17 || Clusters count: 2 || Log posterior: -232913.61861684537 || Iter Time:0.005884885787963867 || Total time:22.408051013946533 Iteration: 18 || Clusters count: 2 || Log posterior: -232903.41982239336 || Iter Time:0.00574183464050293 || Total time:22.413792848587036 Iteration: 19 || Clusters count: 2 || Log posterior: -232931.74586025006 || Iter Time:0.005711078643798828 || Total time:22.419503927230835 Iteration: 20 || Clusters count: 2 || Log posterior: -232822.94839841308 || Iter Time:3.751883029937744 || Total time:26.17138695716858 Loading and distributing data: 0.000684 seconds (131 allocations: 395.883 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232959.07134802197 || Iter Time:0.08967804908752441 || Total time:26.261065006256104 Iteration: 22 || Clusters count: 2 || Log posterior: -232856.7630767675 || Iter Time:0.0059049129486083984 || Total time:26.266969919204712 Iteration: 23 || Clusters count: 2 || Log posterior: -232857.23954468308 || Iter Time:0.0061299800872802734 || Total time:26.273099899291992 Iteration: 24 || Clusters count: 2 || Log posterior: -232834.24080372392 || Iter Time:0.005832195281982422 || Total time:26.278932094573975 Iteration: 25 || Clusters count: 2 || Log posterior: -232833.89140870175 || Iter Time:0.005967855453491211 || Total time:26.284899950027466 Iteration: 26 || Clusters count: 2 || Log posterior: -232847.77060050418 || Iter Time:0.0059871673583984375 || Total time:26.290887117385864 Iteration: 27 || Clusters count: 2 || Log posterior: -232826.15703555467 || Iter Time:0.005815029144287109 || Total time:26.29670214653015 Iteration: 28 || Clusters count: 3 || Log posterior: -232572.2522977404 || Iter Time:0.007668018341064453 || Total time:26.304370164871216 Iteration: 29 || Clusters count: 3 || Log posterior: -232446.25047333274 || Iter Time:0.0062940120697021484 || Total time:26.310664176940918 Iteration: 30 || Clusters count: 3 || Log posterior: -232428.2170338111 || Iter Time:0.006215095520019531 || Total time:26.316879272460938 Iteration: 31 || Clusters count: 3 || Log posterior: -232457.34930469783 || Iter Time:0.006151914596557617 || Total time:26.323031187057495 Iteration: 32 || Clusters count: 3 || Log posterior: -232421.49704506522 || Iter Time:0.0061969757080078125 || Total time:26.329228162765503 Iteration: 33 || Clusters count: 3 || Log posterior: -232402.01054013782 || Iter Time:0.006143808364868164 || Total time:26.33537197113037 Iteration: 34 || Clusters count: 3 || Log posterior: -232398.87639407636 || Iter Time:0.0061168670654296875 || Total time:26.3414888381958 Iteration: 35 || Clusters count: 3 || Log posterior: -232384.26120506733 || Iter Time:0.006144046783447266 || Total time:26.347632884979248 Iteration: 36 || Clusters count: 3 || Log posterior: -232425.25374773156 || Iter Time:0.006042003631591797 || Total time:26.35367488861084 Iteration: 37 || Clusters count: 3 || Log posterior: -232409.8089930515 || Iter Time:0.0060939788818359375 || Total time:26.359768867492676 Iteration: 38 || Clusters count: 3 || Log posterior: -232385.55515146998 || Iter Time:0.005598783493041992 || Total time:26.365367650985718 Iteration: 39 || Clusters count: 3 || Log posterior: -232421.8902050229 || Iter Time:0.006179094314575195 || Total time:26.371546745300293 Iteration: 40 || Clusters count: 3 || Log posterior: -232413.7880501175 || Iter Time:0.006134986877441406 || Total time:26.377681732177734 Iteration: 41 || Clusters count: 3 || Log posterior: -232339.0913312031 || Iter Time:0.006031990051269531 || Total time:26.383713722229004 Loading and distributing data: 0.000739 seconds (131 allocations: 395.883 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262454.8114812241 || Iter Time:0.0070040225982666016 || Total time:26.39071774482727 Iteration: 43 || Clusters count: 4 || Log posterior: -262180.9381419961 || Iter Time:0.008825063705444336 || Total time:26.399542808532715 Iteration: 44 || Clusters count: 4 || Log posterior: -262138.54982123047 || Iter Time:0.0075609683990478516 || Total time:26.407103776931763 Iteration: 45 || Clusters count: 4 || Log posterior: -262086.7880592006 || Iter Time:0.008243083953857422 || Total time:26.41534686088562 Iteration: 46 || Clusters count: 4 || Log posterior: -262085.91958254206 || Iter Time:0.008366107940673828 || Total time:26.423712968826294 Iteration: 47 || Clusters count: 4 || Log posterior: -262073.85228801554 || Iter Time:0.05677008628845215 || Total time:26.480483055114746 Iteration: 48 || Clusters count: 4 || Log posterior: -262096.63736907666 || Iter Time:0.008254051208496094 || Total time:26.488737106323242 Iteration: 49 || Clusters count: 4 || Log posterior: -262059.3774326547 || Iter Time:0.0069119930267333984 || Total time:26.495649099349976 Iteration: 50 || Clusters count: 4 || Log posterior: -262098.4915032519 || Iter Time:0.007403850555419922 || Total time:26.503052949905396 Iteration: 51 || Clusters count: 4 || Log posterior: -262082.62733323596 || Iter Time:0.007179975509643555 || Total time:26.51023292541504 Iteration: 52 || Clusters count: 4 || Log posterior: -262086.406140879 || Iter Time:0.0072820186614990234 || Total time:26.517514944076538 Iteration: 53 || Clusters count: 4 || Log posterior: -262085.87583378653 || Iter Time:0.009640932083129883 || Total time:26.527155876159668 Iteration: 54 || Clusters count: 4 || Log posterior: -262055.61645658026 || Iter Time:0.0072498321533203125 || Total time:26.53440570831299 Iteration: 55 || Clusters count: 4 || Log posterior: -262068.8080118867 || Iter Time:0.00677800178527832 || Total time:26.541183710098267 Iteration: 56 || Clusters count: 5 || Log posterior: -261807.87422604402 || Iter Time:0.007829904556274414 || Total time:26.54901361465454 Iteration: 57 || Clusters count: 5 || Log posterior: -261740.2943590804 || Iter Time:0.006892204284667969 || Total time:26.55590581893921 Iteration: 58 || Clusters count: 5 || Log posterior: -261718.1420342391 || Iter Time:0.8593509197235107 || Total time:27.41525673866272 Iteration: 59 || Clusters count: 5 || Log posterior: -261737.7173779706 || Iter Time:0.007915973663330078 || Total time:27.42317271232605 Iteration: 60 || Clusters count: 5 || Log posterior: -261699.8538717896 || Iter Time:0.007809877395629883 || Total time:27.43098258972168 Iteration: 61 || Clusters count: 5 || Log posterior: -261694.96870918164 || Iter Time:0.007817983627319336 || Total time:27.438800573349 Iteration: 62 || Clusters count: 5 || Log posterior: -261655.79991555 || Iter Time:0.0075910091400146484 || Total time:27.446391582489014 Loading and distributing data: 0.000737 seconds (131 allocations: 395.883 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -261521.9080967491 || Iter Time:0.01053476333618164 || Total time:27.456926345825195 Iteration: 64 || Clusters count: 7 || Log posterior: -261240.5864288805 || Iter Time:0.008195877075195312 || Total time:27.46512222290039 Iteration: 65 || Clusters count: 8 || Log posterior: -260738.71991298857 || Iter Time:0.010811090469360352 || Total time:27.47593331336975 Iteration: 66 || Clusters count: 8 || Log posterior: -260757.65981667303 || Iter Time:0.008692026138305664 || Total time:27.484625339508057 Iteration: 67 || Clusters count: 8 || Log posterior: -260696.85066935807 || Iter Time:0.008760929107666016 || Total time:27.493386268615723 Iteration: 68 || Clusters count: 8 || Log posterior: -260714.65925276812 || Iter Time:0.00881195068359375 || Total time:27.502198219299316 Iteration: 69 || Clusters count: 8 || Log posterior: -260718.22038227157 || Iter Time:0.03284788131713867 || Total time:27.535046100616455 Iteration: 70 || Clusters count: 8 || Log posterior: -260729.73164108477 || Iter Time:0.010133028030395508 || Total time:27.54517912864685 Iteration: 71 || Clusters count: 8 || Log posterior: -260714.6342167446 || Iter Time:0.008869171142578125 || Total time:27.55404829978943 Iteration: 72 || Clusters count: 8 || Log posterior: -260698.80744265878 || Iter Time:0.008725881576538086 || Total time:27.562774181365967 Iteration: 73 || Clusters count: 8 || Log posterior: -260718.32896531286 || Iter Time:0.008906126022338867 || Total time:27.571680307388306 Iteration: 74 || Clusters count: 8 || Log posterior: -260705.89238918878 || Iter Time:0.009705066680908203 || Total time:27.581385374069214 Iteration: 75 || Clusters count: 8 || Log posterior: -260750.23739836924 || Iter Time:0.00934600830078125 || Total time:27.590731382369995 Iteration: 76 || Clusters count: 8 || Log posterior: -260696.90041981265 || Iter Time:0.008931875228881836 || Total time:27.599663257598877 Iteration: 77 || Clusters count: 8 || Log posterior: -260723.50480085812 || Iter Time:0.009426116943359375 || Total time:27.609089374542236 Iteration: 78 || Clusters count: 8 || Log posterior: -260722.59199819367 || Iter Time:0.009695053100585938 || Total time:27.618784427642822 Iteration: 79 || Clusters count: 8 || Log posterior: -260719.18491616967 || Iter Time:0.009060859680175781 || Total time:27.627845287322998 Iteration: 80 || Clusters count: 8 || Log posterior: -260705.2892821724 || Iter Time:0.009505987167358398 || Total time:27.637351274490356 Iteration: 81 || Clusters count: 8 || Log posterior: -260721.4920433876 || Iter Time:0.010066032409667969 || Total time:27.647417306900024 Iteration: 82 || Clusters count: 8 || Log posterior: -260717.4681421783 || Iter Time:0.010215044021606445 || Total time:27.65763235092163 Iteration: 83 || Clusters count: 8 || Log posterior: -260653.20219313054 || Iter Time:0.009635210037231445 || Total time:27.667267560958862 Loading and distributing data: 0.000836 seconds (131 allocations: 395.883 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -259787.87851388686 || Iter Time:0.013220071792602539 || Total time:27.680487632751465 Iteration: 85 || Clusters count: 11 || Log posterior: -259503.35941271923 || Iter Time:0.039031028747558594 || Total time:27.719518661499023 Iteration: 86 || Clusters count: 11 || Log posterior: -259423.24754152788 || Iter Time:0.014035940170288086 || Total time:27.73355460166931 Iteration: 87 || Clusters count: 11 || Log posterior: -259423.56137601065 || Iter Time:0.010444164276123047 || Total time:27.743998765945435 Iteration: 88 || Clusters count: 11 || Log posterior: -259418.9950454256 || Iter Time:0.010159015655517578 || Total time:27.754157781600952 Iteration: 89 || Clusters count: 11 || Log posterior: -259426.72132828494 || Iter Time:0.010452032089233398 || Total 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time:27.919606685638428 Iteration: 104 || Clusters count: 11 || Log posterior: -259369.70951809172 || Iter Time:0.012172937393188477 || Total time:27.931779623031616 Loading and distributing data: 0.000577 seconds (131 allocations: 395.883 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -258513.81978163918 || Iter Time:0.01974797248840332 || Total time:27.95152759552002 Iteration: 106 || Clusters count: 15 || Log posterior: -258144.76703276543 || Iter Time:0.011983871459960938 || Total time:27.96351146697998 Iteration: 107 || Clusters count: 15 || Log posterior: -258087.39542582256 || Iter Time:0.011932849884033203 || Total time:27.975444316864014 Iteration: 108 || Clusters count: 15 || Log posterior: -258077.25858817808 || Iter Time:0.013091087341308594 || Total time:27.988535404205322 Iteration: 109 || Clusters count: 15 || Log posterior: -258077.92587345545 || Iter Time:0.0128021240234375 || Total time:28.00133752822876 Iteration: 110 || Clusters count: 15 || Log 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-258072.55755529576 || Iter Time:0.017776012420654297 || Total time:28.217182636260986 Iteration: 125 || Clusters count: 15 || Log posterior: -258056.45553143686 || Iter Time:0.015570878982543945 || Total time:28.23275351524353 Loading and distributing data: 0.000655 seconds (131 allocations: 395.883 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -256482.88759697202 || Iter Time:0.022563934326171875 || Total time:28.255317449569702 Iteration: 127 || Clusters count: 19 || Log posterior: -256161.74304568797 || Iter Time:0.017006874084472656 || Total time:28.272324323654175 Iteration: 128 || Clusters count: 19 || Log posterior: -256152.37058053527 || Iter Time:0.016138792037963867 || Total time:28.28846311569214 Iteration: 129 || Clusters count: 19 || Log posterior: -256139.30164007694 || Iter Time:0.01607799530029297 || Total time:28.30454111099243 Iteration: 130 || Clusters count: 19 || Log posterior: -256139.2947000592 || Iter Time:0.02051997184753418 || Total 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posterior: -255641.29553769343 || Iter Time:0.021783113479614258 || Total time:28.788257122039795 Iteration: 152 || Clusters count: 20 || Log posterior: -255641.93110802665 || Iter Time:0.021326780319213867 || Total time:28.80958390235901 Iteration: 153 || Clusters count: 20 || Log posterior: -255641.3277482716 || Iter Time:0.0211179256439209 || Total time:28.83070182800293 Iteration: 154 || Clusters count: 20 || Log posterior: -255641.66220885227 || Iter Time:0.025246143341064453 || Total time:28.855947971343994 Iteration: 155 || Clusters count: 20 || Log posterior: -255638.13403723665 || Iter Time:0.02208709716796875 || Total time:28.878035068511963 Iteration: 156 || Clusters count: 20 || Log posterior: -255643.20561477408 || Iter Time:0.021747112274169922 || Total time:28.899782180786133 Iteration: 157 || Clusters count: 20 || Log posterior: -255641.06223497476 || Iter Time:0.0225980281829834 || Total time:28.922380208969116 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255639.8440884692 || Iter Time:0.024478912353515625 || Total time:29.121556282043457 Iteration: 166 || Clusters count: 20 || Log posterior: -255643.90357683224 || Iter Time:0.026092052459716797 || Total time:29.147648334503174 Iteration: 167 || Clusters count: 20 || Log posterior: -255638.44806188473 || Iter Time:0.022593975067138672 || Total time:29.170242309570312 Loading and distributing data: 0.000772 seconds (131 allocations: 395.883 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255594.69611038218 || Iter Time:0.029512882232666016 || Total time:29.19975519180298 Iteration: 169 || Clusters count: 20 || Log posterior: -255560.55855951572 || Iter Time:0.02422189712524414 || Total time:29.223977088928223 Iteration: 170 || Clusters count: 20 || Log posterior: -255566.6015360113 || Iter Time:0.024640798568725586 || Total time:29.24861788749695 Iteration: 171 || Clusters count: 20 || Log posterior: -255554.67641943676 || Iter Time:0.029507875442504883 || Total 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time:29.68128490447998 Iteration: 186 || Clusters count: 20 || Log posterior: -255567.33493128925 || Iter Time:0.024100065231323242 || Total time:29.705384969711304 Iteration: 187 || Clusters count: 20 || Log posterior: -255564.81477843213 || Iter Time:0.02959609031677246 || Total time:29.734981060028076 Iteration: 188 || Clusters count: 20 || Log posterior: -255554.09738703875 || Iter Time:0.02190113067626953 || Total time:29.756882190704346 Loading and distributing data: 0.000480 seconds (131 allocations: 395.883 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255488.5397058264 || Iter Time:0.022291898727416992 || Total time:29.779174089431763 Iteration: 190 || Clusters count: 20 || Log posterior: -255452.71335055167 || Iter Time:0.024803876876831055 || Total time:29.803977966308594 Iteration: 191 || Clusters count: 20 || Log posterior: -255445.718048304 || Iter Time:0.020807981491088867 || Total time:29.824785947799683 Iteration: 192 || Clusters count: 20 || Log posterior: -255443.13175336286 || Iter Time:0.019307851791381836 || Total time:29.844093799591064 Iteration: 193 || Clusters count: 20 || Log posterior: -255442.79720691475 || Iter Time:0.019697904586791992 || Total time:29.863791704177856 Iteration: 194 || Clusters count: 20 || Log posterior: -255442.79720691475 || Iter Time:0.02690291404724121 || Total time:29.890694618225098 Iteration: 195 || Clusters count: 20 || Log posterior: -255443.591482953 || Iter Time:0.021799087524414062 || Total time:29.91249370574951 Iteration: 196 || Clusters count: 20 || Log posterior: -255447.6188480234 || Iter Time:0.02244400978088379 || Total time:29.934937715530396 Iteration: 197 || Clusters count: 20 || Log posterior: -255450.29734864103 || Iter Time:0.02176499366760254 || Total time:29.956702709197998 Iteration: 198 || Clusters count: 20 || Log posterior: -255449.6196507675 || Iter Time:0.028345108032226562 || Total time:29.985047817230225 Iteration: 199 || Clusters count: 20 || Log posterior: -255452.0236770124 || Iter Time:0.0211639404296875 || Total time:30.006211757659912 Iteration: 200 || Clusters count: 20 || Log posterior: -255444.51080020412 || Iter Time:0.020982027053833008 || Total time:30.027193784713745 Iteration: 201 || Clusters count: 20 || Log posterior: -255447.7831866103 || Iter Time:0.0254058837890625 || Total time:30.052599668502808 Iteration: 202 || Clusters count: 20 || Log posterior: -255453.8224323556 || Iter Time:0.021040916442871094 || Total time:30.07364058494568 Iteration: 203 || Clusters count: 20 || Log posterior: -255442.9432944635 || Iter Time:0.020842790603637695 || Total time:30.094483375549316 Iteration: 204 || Clusters count: 20 || Log posterior: -255444.1815447418 || Iter Time:0.025192975997924805 || Total time:30.11967635154724 Iteration: 205 || Clusters count: 20 || Log posterior: -255450.99394939718 || Iter Time:0.028901100158691406 || Total time:30.148577451705933 Iteration: 206 || Clusters count: 20 || Log posterior: -255446.21448268645 || Iter Time:0.024237871170043945 || Total time:30.172815322875977 Iteration: 207 || Clusters count: 20 || Log posterior: -255443.41942171223 || Iter Time:0.024248123168945312 || Total time:30.197063446044922 Iteration: 208 || Clusters count: 20 || Log posterior: -255447.81022522354 || Iter Time:0.028556108474731445 || Total time:30.225619554519653 Iteration: 209 || Clusters count: 20 || Log posterior: -255447.81022522354 || Iter Time:0.0223081111907959 || Total time:30.24792766571045 NMI: 0.7191327961710228 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m33.8s [93332, 71997, 5068, 10427, 212868, 9567, 18210, 15579, 80883, 122431, 24443, 174071, 2084, 88308, 1814, 20393, 5413, 7112, 11890, 24110] Loading and distributing data: 0.000228 seconds (131 allocations: 13.070 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:5.082029819488525 || Total time:5.082029819488525 Iteration: 1 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0023992061614990234 || Total time:5.084429025650024 Iteration: 2 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0017230510711669922 || Total time:5.086152076721191 Iteration: 3 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0016298294067382812 || Total time:5.08778190612793 Iteration: 4 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0014770030975341797 || Total time:5.089258909225464 Iteration: 5 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.001416921615600586 || Total time:5.0906758308410645 Iteration: 6 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0013890266418457031 || Total time:5.09206485748291 Iteration: 7 || Clusters count: 1 || Log posterior: -7221.195905040471 || Iter Time:0.0014100074768066406 || Total time:5.093474864959717 Iteration: 8 || Clusters count: 2 || Log posterior: -6824.462667658485 || Iter Time:0.16189002990722656 || Total time:5.255364894866943 Iteration: 9 || Clusters count: 2 || Log posterior: -6813.459776084073 || Iter Time:0.002458810806274414 || Total time:5.257823705673218 Iteration: 10 || Clusters count: 2 || Log posterior: -6794.312079560859 || Iter Time:0.002454996109008789 || Total time:5.260278701782227 Iteration: 11 || Clusters count: 2 || Log posterior: -6797.913996435904 || Iter Time:0.0023458003997802734 || Total time:5.262624502182007 Iteration: 12 || Clusters count: 2 || Log posterior: -6796.666169139622 || Iter Time:0.0020220279693603516 || Total time:5.264646530151367 Iteration: 13 || Clusters count: 2 || Log posterior: -6811.559159070396 || Iter Time:0.001895904541015625 || Total time:5.266542434692383 Iteration: 14 || Clusters count: 2 || Log posterior: -6800.321743904517 || Iter Time:0.0018739700317382812 || Total time:5.268416404724121 Iteration: 15 || Clusters count: 2 || Log posterior: -6810.2769592407585 || Iter Time:0.0018229484558105469 || Total time:5.270239353179932 Iteration: 16 || Clusters count: 2 || Log posterior: -6802.110307467134 || Iter Time:0.0018310546875 || Total time:5.272070407867432 Iteration: 17 || Clusters count: 2 || Log posterior: -6798.041153492992 || Iter Time:0.0018010139465332031 || Total time:5.273871421813965 Iteration: 18 || Clusters count: 3 || Log posterior: -6357.474172470324 || Iter Time:0.0035779476165771484 || Total time:5.277449369430542 Iteration: 19 || Clusters count: 3 || Log posterior: -6350.473410477711 || Iter Time:0.0022940635681152344 || Total time:5.279743432998657 Iteration: 20 || Clusters count: 3 || Log posterior: -6345.3693793876855 || Iter Time:0.0022220611572265625 || Total time:5.281965494155884 Iteration: 21 || Clusters count: 3 || Log posterior: -6316.327729605362 || Iter Time:0.0022819042205810547 || Total time:5.284247398376465 Iteration: 22 || Clusters count: 3 || Log posterior: -6279.206204767234 || Iter Time:0.0022530555725097656 || Total time:5.286500453948975 Iteration: 23 || Clusters count: 3 || Log posterior: -6236.685281506969 || Iter Time:0.002254009246826172 || Total time:5.288754463195801 Iteration: 24 || Clusters count: 3 || Log posterior: -6249.158576616125 || Iter Time:0.0022249221801757812 || Total time:5.290979385375977 Iteration: 25 || Clusters count: 3 || Log posterior: -6251.406232974739 || Iter Time:0.0023040771484375 || Total time:5.293283462524414 Iteration: 26 || Clusters count: 4 || Log posterior: -6224.67883849633 || Iter Time:0.003931999206542969 || Total time:5.297215461730957 Iteration: 27 || Clusters count: 4 || Log posterior: -6169.442522437186 || Iter Time:0.0026040077209472656 || Total time:5.299819469451904 Iteration: 28 || Clusters count: 5 || Log posterior: -5855.207904031157 || Iter Time:0.0046160221099853516 || Total time:5.30443549156189 Iteration: 29 || Clusters count: 5 || Log posterior: -5797.66376022831 || Iter Time:0.003092050552368164 || Total time:5.307527542114258 Iteration: 30 || Clusters count: 5 || Log posterior: -5744.447574392029 || Iter Time:1.389030933380127 || Total time:6.696558475494385 false [2, 5, 2, 2, 5, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 5, 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, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2] [2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000291 seconds (131 allocations: 13.070 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5641.174930387934 || Iter Time:0.03091597557067871 || Total time:6.7274744510650635 Iteration: 32 || Clusters count: 5 || Log posterior: -5558.913436943194 || Iter Time:0.01089787483215332 || Total time:6.738372325897217 Loading and distributing data: 0.000130 seconds (131 allocations: 13.070 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4681.992164864423 || Iter Time:0.003225088119506836 || Total time:6.741597414016724 Iteration: 34 || Clusters count: 5 || Log posterior: -4603.555653172741 || Iter Time:0.010963916778564453 || Total time:6.752561330795288 Loading and distributing data: 0.000134 seconds (131 allocations: 13.070 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4370.028348155493 || Iter Time:0.0035200119018554688 || Total time:6.7560813426971436 Iteration: 36 || Clusters count: 5 || Log posterior: -4309.130346713399 || Iter Time:0.011088132858276367 || Total time:6.76716947555542 Loading and distributing data: 0.000135 seconds (131 allocations: 13.070 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4310.688697586698 || Iter Time:0.003287076950073242 || Total time:6.770456552505493 Iteration: 38 || Clusters count: 5 || Log posterior: -4248.160686381947 || Iter Time:0.011474847793579102 || Total time:6.781931400299072 Loading and distributing data: 0.000124 seconds (131 allocations: 13.070 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4302.131371812778 || Iter Time:0.003329038619995117 || Total time:6.785260438919067 Iteration: 40 || Clusters count: 5 || Log posterior: -4220.036457783352 || Iter Time:0.010892868041992188 || Total time:6.79615330696106 Loading and distributing data: 0.000111 seconds (131 allocations: 13.070 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4316.903407118848 || Iter Time:0.004312992095947266 || Total time:6.800466299057007 Iteration: 42 || Clusters count: 6 || Log posterior: -4233.010148865622 || Iter Time:0.10207509994506836 || Total time:6.902541399002075 Loading and distributing data: 0.000128 seconds (131 allocations: 13.070 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -4206.81668937515 || Iter Time:0.004900932312011719 || Total time:6.907442331314087 Iteration: 44 || Clusters count: 7 || Log posterior: -4102.066013168477 || Iter Time:0.015704870223999023 || Total time:6.923147201538086 Loading and distributing data: 0.000120 seconds (131 allocations: 13.070 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4159.844323161287 || Iter Time:0.004190921783447266 || Total time:6.927338123321533 Iteration: 46 || Clusters count: 7 || Log posterior: -4078.3276919921964 || Iter Time:0.015133142471313477 || Total time:6.942471265792847 Loading and distributing data: 0.000117 seconds (131 allocations: 13.070 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4014.4949410546196 || Iter Time:0.004141092300415039 || Total time:6.946612358093262 Iteration: 48 || Clusters count: 7 || Log posterior: -3979.7364190049902 || Iter Time:0.015051126480102539 || Total time:6.961663484573364 Loading and distributing data: 0.000122 seconds (131 allocations: 13.070 KiB) Iteration: 49 || Clusters count: 7 || Log posterior: -3991.4308025042365 || Iter Time:0.004334926605224609 || Total time:6.965998411178589 Iteration: 50 || Clusters count: 7 || Log posterior: -3950.5795945179125 || Iter Time:0.01514291763305664 || Total time:6.9811413288116455 Loading and distributing data: 0.000124 seconds (131 allocations: 13.070 KiB) Iteration: 51 || Clusters count: 7 || Log posterior: -3962.912063598159 || Iter Time:0.005017995834350586 || Total time:6.986159324645996 Iteration: 52 || Clusters count: 7 || Log posterior: -3923.038194440416 || Iter Time:0.015707969665527344 || Total time:7.001867294311523 Loading and distributing data: 0.000118 seconds (131 allocations: 13.070 KiB) Iteration: 53 || Clusters count: 7 || Log posterior: -3917.4523972191937 || Iter Time:0.005465984344482422 || Total time:7.007333278656006 Iteration: 54 || Clusters count: 7 || Log posterior: -3890.2637619299703 || Iter Time:0.016124963760375977 || Total time:7.023458242416382 Loading and distributing data: 0.000115 seconds (131 allocations: 13.070 KiB) Iteration: 55 || Clusters count: 7 || Log posterior: -3855.811639542497 || Iter Time:0.005891084671020508 || Total time:7.029349327087402 Iteration: 56 || Clusters count: 7 || Log posterior: -3815.205927725384 || Iter Time:0.0168609619140625 || Total time:7.046210289001465 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 57 || Clusters count: 8 || Log posterior: -3642.016148320862 || Iter Time:0.0066449642181396484 || Total time:7.0528552532196045 Iteration: 58 || Clusters count: 8 || Log posterior: -3614.4549441703102 || Iter Time:0.01923203468322754 || Total time:7.072087287902832 Loading and distributing data: 0.000129 seconds (131 allocations: 13.070 KiB) Iteration: 59 || Clusters count: 9 || Log posterior: -3677.6278942953927 || Iter Time:0.006431102752685547 || Total time:7.078518390655518 Iteration: 60 || Clusters count: 9 || Log posterior: -3638.155544864388 || Iter Time:0.020882129669189453 || Total time:7.099400520324707 Loading and distributing data: 0.000125 seconds (131 allocations: 13.070 KiB) Iteration: 61 || Clusters count: 9 || Log posterior: -3657.154718606449 || Iter Time:0.006268978118896484 || Total time:7.1056694984436035 Iteration: 62 || Clusters count: 9 || Log posterior: -3636.9522014762742 || Iter Time:0.022036075592041016 || Total time:7.1277055740356445 Loading and distributing data: 0.000134 seconds (131 allocations: 13.070 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -3606.202836874501 || Iter Time:0.005861043930053711 || Total time:7.133566617965698 Iteration: 64 || Clusters count: 9 || Log posterior: -3577.9313166587176 || Iter Time:0.01864910125732422 || Total time:7.1522157192230225 Loading and distributing data: 0.000118 seconds (131 allocations: 13.070 KiB) Iteration: 65 || Clusters count: 9 || Log posterior: -3585.4844191837524 || Iter Time:0.005789041519165039 || Total time:7.1580047607421875 Iteration: 66 || Clusters count: 9 || Log posterior: -3554.465598366143 || Iter Time:0.01970219612121582 || Total time:7.177706956863403 Loading and distributing data: 0.000119 seconds (131 allocations: 13.070 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -3568.563908166638 || Iter Time:0.0066111087799072266 || Total time:7.1843180656433105 Iteration: 68 || Clusters count: 9 || Log posterior: -3547.261096260283 || Iter Time:0.019627094268798828 || Total time:7.203945159912109 Loading and distributing data: 0.000128 seconds (131 allocations: 13.070 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -3577.0710341664508 || Iter Time:0.008226871490478516 || Total time:7.212172031402588 Iteration: 70 || Clusters count: 9 || Log posterior: -3555.6670222155544 || Iter Time:0.022861957550048828 || Total time:7.235033988952637 Loading and distributing data: 0.000120 seconds (131 allocations: 13.070 KiB) Iteration: 71 || Clusters count: 9 || Log posterior: -3584.0228482436128 || Iter Time:0.007946014404296875 || Total time:7.242980003356934 Iteration: 72 || Clusters count: 9 || Log posterior: -3551.83414967028 || Iter Time:0.023375988006591797 || Total time:7.266355991363525 Loading and distributing data: 0.000125 seconds (131 allocations: 13.070 KiB) Iteration: 73 || Clusters count: 9 || Log posterior: -3614.0709577469665 || Iter Time:0.008177995681762695 || Total time:7.274533987045288 Iteration: 74 || Clusters count: 9 || Log posterior: -3568.015052217352 || Iter Time:0.022784948348999023 || Total time:7.297318935394287 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 75 || Clusters count: 9 || Log posterior: -3609.440052385963 || Iter Time:0.008537769317626953 || Total time:7.305856704711914 Iteration: 76 || Clusters count: 9 || Log posterior: -3572.207838820245 || Iter Time:0.02460789680480957 || Total time:7.330464601516724 Loading and distributing data: 0.000124 seconds (131 allocations: 13.070 KiB) Iteration: 77 || Clusters count: 9 || Log posterior: -3597.6245711550623 || Iter Time:0.008691072463989258 || Total time:7.339155673980713 Iteration: 78 || Clusters count: 9 || Log posterior: -3564.137360091469 || Iter Time:0.024226903915405273 || Total time:7.363382577896118 Loading and distributing data: 0.000132 seconds (131 allocations: 13.070 KiB) Iteration: 79 || Clusters count: 9 || Log posterior: -3593.1241859151555 || Iter Time:0.008731842041015625 || Total time:7.372114419937134 Iteration: 80 || Clusters count: 9 || Log posterior: -3579.6374160144237 || Iter Time:0.023721933364868164 || Total time:7.395836353302002 Loading and distributing data: 0.000136 seconds (131 allocations: 13.070 KiB) Iteration: 81 || Clusters count: 9 || Log posterior: -3625.7975734581228 || Iter Time:0.08878684043884277 || Total time:7.484623193740845 Iteration: 82 || Clusters count: 9 || Log posterior: -3587.462973632891 || Iter Time:0.02038717269897461 || Total time:7.505010366439819 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 83 || Clusters count: 9 || Log posterior: -3622.5890899314145 || Iter Time:0.007691860198974609 || Total time:7.512702226638794 Iteration: 84 || Clusters count: 9 || Log posterior: -3592.7041780167315 || Iter Time:0.020728111267089844 || Total time:7.533430337905884 Loading and distributing data: 0.000122 seconds (131 allocations: 13.070 KiB) Iteration: 85 || Clusters count: 9 || Log posterior: -3625.8585794468218 || Iter Time:0.007704973220825195 || Total time:7.541135311126709 Iteration: 86 || Clusters count: 9 || Log posterior: -3600.801533857716 || Iter Time:0.020758867263793945 || Total time:7.561894178390503 Loading and distributing data: 0.000125 seconds (131 allocations: 13.070 KiB) Iteration: 87 || Clusters count: 9 || Log posterior: -3627.143478465076 || Iter Time:0.007832050323486328 || Total time:7.569726228713989 Iteration: 88 || Clusters count: 9 || Log posterior: -3605.178706580035 || Iter Time:0.021332979202270508 || Total time:7.59105920791626 Loading and distributing data: 0.000125 seconds (131 allocations: 13.070 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -3566.9305466872866 || Iter Time:0.007616996765136719 || Total time:7.5986762046813965 Iteration: 90 || Clusters count: 9 || Log posterior: -3538.0587989571914 || Iter Time:0.021080970764160156 || Total time:7.619757175445557 Loading and distributing data: 0.000119 seconds (131 allocations: 13.070 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -3564.7022733125923 || Iter Time:0.0076138973236083984 || Total time:7.627371072769165 Iteration: 92 || Clusters count: 9 || Log posterior: -3537.4360142670084 || Iter Time:0.02089715003967285 || Total time:7.648268222808838 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 93 || Clusters count: 10 || Log posterior: -3595.164775832008 || Iter Time:0.0080108642578125 || Total time:7.65627908706665 Iteration: 94 || Clusters count: 10 || Log posterior: -3548.4244504120206 || Iter Time:0.02255082130432129 || Total time:7.678829908370972 Loading and distributing data: 0.000127 seconds (131 allocations: 13.070 KiB) Iteration: 95 || Clusters count: 10 || Log posterior: -3567.0895059862078 || Iter Time:0.007450103759765625 || Total time:7.686280012130737 Iteration: 96 || Clusters count: 10 || Log posterior: -3537.902847948314 || Iter Time:0.022452831268310547 || Total time:7.708732843399048 Loading and distributing data: 0.000117 seconds (131 allocations: 13.070 KiB) Iteration: 97 || Clusters count: 10 || Log posterior: -3593.0211307031427 || Iter Time:0.0073778629302978516 || Total time:7.716110706329346 Iteration: 98 || Clusters count: 10 || Log posterior: -3561.4294061328214 || Iter Time:0.022628068923950195 || Total time:7.738738775253296 Loading and distributing data: 0.000126 seconds (131 allocations: 13.070 KiB) Iteration: 99 || Clusters count: 10 || Log posterior: -3561.3996267987936 || Iter Time:0.0076618194580078125 || Total time:7.746400594711304 Iteration: 100 || Clusters count: 10 || Log posterior: -3527.7231039538938 || Iter Time:0.022327184677124023 || Total time:7.768727779388428 Loading and distributing data: 0.000115 seconds (131 allocations: 13.070 KiB) Iteration: 101 || Clusters count: 10 || Log posterior: -3563.394050197357 || Iter Time:0.0073010921478271484 || Total time:7.776028871536255 Iteration: 102 || Clusters count: 10 || Log posterior: -3546.1057059678833 || Iter Time:0.022397994995117188 || Total time:7.798426866531372 Loading and distributing data: 0.000131 seconds (131 allocations: 13.070 KiB) Iteration: 103 || Clusters count: 10 || Log posterior: -3603.1373582106166 || Iter Time:0.008589982986450195 || Total time:7.807016849517822 Iteration: 104 || Clusters count: 10 || Log posterior: -3575.3094234122727 || Iter Time:0.02370905876159668 || Total time:7.830725908279419 Loading and distributing data: 0.000118 seconds (131 allocations: 13.070 KiB) Iteration: 105 || Clusters count: 10 || Log posterior: -3566.5269382524716 || Iter Time:0.00957798957824707 || Total time:7.840303897857666 Iteration: 106 || Clusters count: 10 || Log posterior: -3551.0879426216757 || Iter Time:0.02452397346496582 || Total time:7.864827871322632 Loading and distributing data: 0.000130 seconds (131 allocations: 13.070 KiB) Iteration: 107 || Clusters count: 10 || Log posterior: -3520.465001528631 || Iter Time:0.008599042892456055 || Total time:7.873426914215088 Iteration: 108 || Clusters count: 10 || Log posterior: -3516.5628166181573 || Iter Time:0.02320384979248047 || Total time:7.896630764007568 Loading and distributing data: 0.000117 seconds (131 allocations: 13.070 KiB) Iteration: 109 || Clusters count: 10 || Log posterior: -3550.3513540551094 || Iter Time:0.008667945861816406 || Total time:7.905298709869385 Iteration: 110 || Clusters count: 10 || Log posterior: -3531.6145484285557 || Iter Time:0.02270793914794922 || Total time:7.928006649017334 Loading and distributing data: 0.000126 seconds (131 allocations: 13.070 KiB) Iteration: 111 || Clusters count: 10 || Log posterior: -3552.5425125143793 || Iter Time:0.008615970611572266 || Total time:7.936622619628906 Iteration: 112 || Clusters count: 10 || Log posterior: -3533.8567994427635 || Iter Time:0.02355813980102539 || Total time:7.960180759429932 Loading and distributing data: 0.000127 seconds (131 allocations: 13.070 KiB) Iteration: 113 || Clusters count: 10 || Log posterior: -3542.2241753743274 || Iter Time:0.008708000183105469 || Total time:7.968888759613037 Iteration: 114 || Clusters count: 10 || Log posterior: -3527.105409328686 || Iter Time:0.023298978805541992 || Total time:7.992187738418579 Loading and distributing data: 0.000193 seconds (792 allocations: 54.625 KiB) Iteration: 115 || Clusters count: 10 || Log posterior: -3558.82515221225 || Iter Time:0.008857965469360352 || Total time:8.00104570388794 Iteration: 116 || Clusters count: 10 || Log posterior: -3548.7768184308507 || Iter Time:0.022377967834472656 || Total time:8.023423671722412 Loading and distributing data: 0.000126 seconds (131 allocations: 13.070 KiB) Iteration: 117 || Clusters count: 10 || Log posterior: -3565.6732969413592 || Iter Time:0.008426904678344727 || Total time:8.031850576400757 Iteration: 118 || Clusters count: 10 || Log posterior: -3544.7191304739354 || Iter Time:0.02330303192138672 || Total time:8.055153608322144 Loading and distributing data: 0.000153 seconds (131 allocations: 13.070 KiB) Iteration: 119 || Clusters count: 10 || Log posterior: -3538.4694383070528 || Iter Time:0.009009122848510742 || Total time:8.064162731170654 Iteration: 120 || Clusters count: 10 || Log posterior: -3520.6137165668983 || Iter Time:0.02373814582824707 || Total time:8.087900876998901 Loading and distributing data: 0.000122 seconds (131 allocations: 13.070 KiB) Iteration: 121 || Clusters count: 10 || Log posterior: 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|| Log posterior: -3496.843307224203 || Iter Time:0.008298158645629883 || Total time:8.583243608474731 Iteration: 150 || Clusters count: 11 || Log posterior: -3467.023242254563 || Iter Time:0.023854970932006836 || Total time:8.607098579406738 Loading and distributing data: 0.000127 seconds (131 allocations: 13.070 KiB) Iteration: 151 || Clusters count: 11 || Log posterior: -3507.6212104404754 || Iter Time:0.008336067199707031 || Total time:8.615434646606445 Iteration: 152 || Clusters count: 11 || Log posterior: -3488.477600506242 || Iter Time:0.024205923080444336 || Total time:8.63964056968689 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 153 || Clusters count: 11 || Log posterior: -3559.5028026584528 || Iter Time:0.009076833724975586 || Total time:8.648717403411865 Iteration: 154 || Clusters count: 11 || Log posterior: -3535.8122284295896 || Iter Time:0.024960041046142578 || Total time:8.673677444458008 Loading and distributing data: 0.000140 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-3529.304026526988 || Iter Time:0.024933815002441406 || Total time:9.281228303909302 Loading and distributing data: 0.000122 seconds (131 allocations: 13.070 KiB) Iteration: 189 || Clusters count: 11 || Log posterior: -3545.1181270042935 || Iter Time:0.008717060089111328 || Total time:9.289945363998413 Iteration: 190 || Clusters count: 11 || Log posterior: -3506.2947180638635 || Iter Time:0.025570154190063477 || Total time:9.315515518188477 Loading and distributing data: 0.000126 seconds (131 allocations: 13.070 KiB) Iteration: 191 || Clusters count: 11 || Log posterior: -3561.5139869758236 || Iter Time:0.008654117584228516 || Total time:9.324169635772705 Iteration: 192 || Clusters count: 11 || Log posterior: -3542.022504618221 || Iter Time:0.025799036026000977 || Total time:9.349968671798706 Loading and distributing data: 0.000135 seconds (131 allocations: 13.070 KiB) Iteration: 193 || Clusters count: 11 || Log posterior: -3572.983214693684 || Iter Time:0.008500099182128906 || Total 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Iteration: 277 || Clusters count: 14 || Log posterior: -3453.332448288334 || Iter Time:0.011320114135742188 || Total time:11.167033910751343 Iteration: 278 || Clusters count: 14 || Log posterior: -3436.5345662496793 || Iter Time:0.032968997955322266 || Total time:11.200002908706665 Loading and distributing data: 0.000120 seconds (131 allocations: 13.070 KiB) Iteration: 279 || Clusters count: 15 || Log posterior: -3456.5409102182766 || Iter Time:0.011270999908447266 || Total time:11.211273908615112 Iteration: 280 || Clusters count: 15 || Log posterior: -3437.5529384260353 || Iter Time:0.035275936126708984 || Total time:11.246549844741821 Loading and distributing data: 0.000127 seconds (131 allocations: 13.070 KiB) Iteration: 281 || Clusters count: 15 || Log posterior: -3438.192233234613 || Iter Time:0.010712862014770508 || Total time:11.257262706756592 Iteration: 282 || Clusters count: 15 || Log posterior: -3425.795307666799 || Iter Time:0.03220486640930176 || Total 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Iteration: 299 || Clusters count: 15 || Log posterior: -3464.6336877626263 || Iter Time:0.012997865676879883 || Total time:11.68978214263916 Iteration: 300 || Clusters count: 14 || Log posterior: -3442.9749976796998 || Iter Time:0.03382396697998047 || Total time:11.72360610961914 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 301 || Clusters count: 14 || Log posterior: -3460.0303481254055 || Iter Time:0.012054920196533203 || Total time:11.735661029815674 Iteration: 302 || Clusters count: 14 || Log posterior: -3449.8372589497026 || Iter Time:0.032238006591796875 || Total time:11.76789903640747 Loading and distributing data: 0.000123 seconds (131 allocations: 13.070 KiB) Iteration: 303 || Clusters count: 14 || Log posterior: -3445.136762319932 || Iter Time:0.012130975723266602 || Total time:11.780030012130737 Iteration: 304 || Clusters count: 14 || Log posterior: -3428.8362040670036 || Iter Time:0.0329279899597168 || Total time:11.812958002090454 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-3431.974715660208 || Iter Time:0.031336069107055664 || Total time:11.94771432876587 Loading and distributing data: 0.000117 seconds (131 allocations: 13.070 KiB) Iteration: 311 || Clusters count: 14 || Log posterior: -3492.578836391161 || Iter Time:0.011636018753051758 || Total time:11.959350347518921 Iteration: 312 || Clusters count: 14 || Log posterior: -3474.281242369576 || Iter Time:0.032299041748046875 || Total time:11.991649389266968 Loading and distributing data: 0.000138 seconds (131 allocations: 13.070 KiB) Iteration: 313 || Clusters count: 14 || Log posterior: -3494.8365052142826 || Iter Time:0.010883092880249023 || Total time:12.002532482147217 Iteration: 314 || Clusters count: 14 || Log posterior: -3473.104593256124 || Iter Time:0.030694961547851562 || Total time:12.033227443695068 Loading and distributing data: 0.000125 seconds (131 allocations: 13.070 KiB) Iteration: 315 || Clusters count: 14 || Log posterior: -3444.7166733306917 || Iter Time:0.010882854461669922 || 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|| Log posterior: -3475.191212666139 || Iter Time:0.011620044708251953 || Total time:16.061604261398315 Iteration: 488 || Clusters count: 14 || Log posterior: -3453.322587154845 || Iter Time:0.052249908447265625 || Total time:16.11385416984558 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 489 || Clusters count: 14 || Log posterior: -3460.7220544700845 || Iter Time:0.015137195587158203 || Total time:16.12899136543274 Iteration: 490 || Clusters count: 14 || Log posterior: -3431.693315356458 || Iter Time:0.03046703338623047 || Total time:16.15945839881897 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 491 || Clusters count: 14 || Log posterior: -3425.146999740133 || Iter Time:0.011983156204223633 || Total time:16.171441555023193 Iteration: 492 || Clusters count: 14 || Log posterior: -3409.2204901115715 || Iter Time:0.03130602836608887 || Total time:16.202747583389282 Loading and distributing data: 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Iteration: 537 || Clusters count: 15 || Log posterior: -3475.283320310961 || Iter Time:0.01098322868347168 || Total time:17.252000093460083 Iteration: 538 || Clusters count: 15 || Log posterior: -3456.496146574457 || Iter Time:0.03421187400817871 || Total time:17.28621196746826 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 539 || Clusters count: 14 || Log posterior: -3473.2628574406185 || Iter Time:0.011996030807495117 || Total time:17.298207998275757 Iteration: 540 || Clusters count: 14 || Log posterior: -3454.668667063143 || Iter Time:0.03318500518798828 || Total time:17.331393003463745 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 541 || Clusters count: 14 || Log posterior: -3408.89663271528 || Iter Time:0.012576103210449219 || Total time:17.343969106674194 Iteration: 542 || Clusters count: 14 || Log posterior: -3393.100009184815 || Iter Time:0.033288002014160156 || Total time:17.377257108688354 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-3455.282970027753 || Iter Time:0.033499956130981445 || Total time:17.51187515258789 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 549 || Clusters count: 14 || Log posterior: -3472.191794147871 || Iter Time:0.012857913970947266 || Total time:17.524733066558838 Iteration: 550 || Clusters count: 14 || Log posterior: -3460.2069923633117 || Iter Time:0.03185296058654785 || Total time:17.556586027145386 Loading and distributing data: 0.000116 seconds (132 allocations: 13.086 KiB) Iteration: 551 || Clusters count: 14 || Log posterior: -3480.3758677658907 || Iter Time:0.012301921844482422 || Total time:17.568887948989868 Iteration: 552 || Clusters count: 14 || Log posterior: -3462.91112844858 || Iter Time:0.0316920280456543 || Total time:17.600579977035522 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 553 || Clusters count: 14 || Log posterior: -3466.6990132575456 || Iter Time:0.011447906494140625 || Total 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Iteration: 609 || Clusters count: 14 || Log posterior: -3446.2883274213127 || Iter Time:0.015635967254638672 || Total time:18.9622745513916 Iteration: 610 || Clusters count: 14 || Log posterior: -3441.090736808912 || Iter Time:0.03606986999511719 || Total time:18.99834442138672 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 611 || Clusters count: 14 || Log posterior: -3494.082795641274 || Iter Time:0.03559088706970215 || Total time:19.03393530845642 Iteration: 612 || Clusters count: 14 || Log posterior: -3444.5989441773627 || Iter Time:0.03548693656921387 || Total time:19.069422245025635 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 613 || Clusters count: 14 || Log posterior: -3475.0547213414184 || Iter Time:0.013082027435302734 || Total time:19.082504272460938 Iteration: 614 || Clusters count: 14 || Log posterior: -3470.005928292216 || Iter Time:0.03452706336975098 || Total time:19.11703133583069 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Iteration: 703 || Clusters count: 15 || Log posterior: -3455.039831463486 || Iter Time:0.012971878051757812 || Total time:21.34277057647705 Iteration: 704 || Clusters count: 15 || Log posterior: -3444.8454703569796 || Iter Time:0.034329891204833984 || Total time:21.377100467681885 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 705 || Clusters count: 15 || Log posterior: -3476.530456554854 || Iter Time:0.012423038482666016 || Total time:21.38952350616455 Iteration: 706 || Clusters count: 15 || Log posterior: -3466.0584214285464 || Iter Time:0.03426194190979004 || Total time:21.42378544807434 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 707 || Clusters count: 15 || Log posterior: -3509.30975397408 || Iter Time:0.03462696075439453 || Total time:21.458412408828735 Iteration: 708 || Clusters count: 15 || Log posterior: -3493.062180640456 || Iter Time:0.03406476974487305 || Total time:21.49247717857361 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-3476.513806358619 || Iter Time:0.03670501708984375 || Total time:21.635937452316284 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 715 || Clusters count: 15 || Log posterior: -3533.4007214910903 || Iter Time:0.01251077651977539 || Total time:21.64844822883606 Iteration: 716 || Clusters count: 15 || Log posterior: -3512.797134798739 || Iter Time:0.03479504585266113 || Total time:21.68324327468872 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 717 || Clusters count: 15 || Log posterior: -3512.9413462622942 || Iter Time:0.012595891952514648 || Total time:21.695839166641235 Iteration: 718 || Clusters count: 15 || Log posterior: -3496.4179647680053 || Iter Time:0.03403306007385254 || Total time:21.729872226715088 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 719 || Clusters count: 15 || Log posterior: -3446.093434612062 || Iter Time:0.0125579833984375 || Total 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Iteration: 775 || Clusters count: 15 || Log posterior: -3463.849791657384 || Iter Time:0.011548995971679688 || Total time:23.158753156661987 Iteration: 776 || Clusters count: 15 || Log posterior: -3412.270845363965 || Iter Time:0.033102989196777344 || Total time:23.191856145858765 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 777 || Clusters count: 16 || Log posterior: -3459.659317118504 || Iter Time:0.012571096420288086 || Total time:23.204427242279053 Iteration: 778 || Clusters count: 15 || Log posterior: -3445.0556515521116 || Iter Time:0.057394981384277344 || Total time:23.26182222366333 Loading and distributing data: 0.000119 seconds (132 allocations: 13.086 KiB) Iteration: 779 || Clusters count: 15 || Log posterior: -3490.059987141807 || Iter Time:0.011450052261352539 || Total time:23.273272275924683 Iteration: 780 || Clusters count: 15 || Log posterior: -3463.0875648501906 || Iter Time:0.033663034439086914 || Total 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|| Log posterior: -3487.209102052019 || Iter Time:0.03363180160522461 || Total time:23.447972059249878 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 787 || Clusters count: 15 || Log posterior: -3446.6025787001954 || Iter Time:0.0124969482421875 || Total time:23.460469007492065 Iteration: 788 || Clusters count: 15 || Log posterior: -3427.9387022104206 || Iter Time:0.0357661247253418 || Total time:23.496235132217407 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 789 || Clusters count: 15 || Log posterior: -3458.487552193071 || Iter Time:0.013065099716186523 || Total time:23.509300231933594 Iteration: 790 || Clusters count: 15 || Log posterior: -3446.7820942414314 || Iter Time:0.03577899932861328 || Total time:23.545079231262207 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 791 || Clusters count: 15 || Log posterior: -3505.0254310843184 || Iter 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Iteration: 797 || Clusters count: 15 || Log posterior: -3465.6704292493687 || Iter Time:0.016150951385498047 || Total time:23.70581841468811 Iteration: 798 || Clusters count: 15 || Log posterior: -3452.591293100631 || Iter Time:0.036682844161987305 || Total time:23.742501258850098 Loading and distributing data: 0.000120 seconds (132 allocations: 13.086 KiB) Iteration: 799 || Clusters count: 15 || Log posterior: -3485.0610444892814 || Iter Time:0.013677120208740234 || Total time:23.756178379058838 Iteration: 800 || Clusters count: 15 || Log posterior: -3465.5098079679037 || Iter Time:0.032968997955322266 || Total time:23.78914737701416 Loading and distributing data: 0.000157 seconds (132 allocations: 13.086 KiB) Iteration: 801 || Clusters count: 15 || Log posterior: -3493.900619567122 || Iter Time:0.03802990913391113 || Total time:23.82717728614807 Iteration: 802 || Clusters count: 15 || Log posterior: -3470.4684592518697 || Iter Time:0.03345894813537598 || Total time:23.860636234283447 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Iteration: 869 || Clusters count: 14 || Log posterior: -3527.5972889264285 || Iter Time:0.01155400276184082 || Total time:25.49547839164734 Iteration: 870 || Clusters count: 14 || Log posterior: -3501.5174838817957 || Iter Time:0.031404972076416016 || Total time:25.526883363723755 Loading and distributing data: 0.000118 seconds (132 allocations: 13.086 KiB) Iteration: 871 || Clusters count: 15 || Log posterior: -3495.588905633244 || Iter Time:0.011706829071044922 || Total time:25.5385901927948 Iteration: 872 || Clusters count: 15 || Log posterior: -3477.593657654758 || Iter Time:0.03175091743469238 || Total time:25.570341110229492 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 873 || Clusters count: 15 || Log posterior: -3454.9352557641673 || Iter Time:0.011939048767089844 || Total time:25.582280158996582 Iteration: 874 || Clusters count: 15 || Log posterior: -3432.0192985749445 || Iter Time:0.05759310722351074 || Total time:25.639873266220093 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-3475.0686380593274 || Iter Time:0.035887956619262695 || Total time:25.78189754486084 Loading and distributing data: 0.000146 seconds (132 allocations: 13.086 KiB) Iteration: 881 || Clusters count: 15 || Log posterior: -3502.1372077770106 || Iter Time:0.016690969467163086 || Total time:25.798588514328003 Iteration: 882 || Clusters count: 15 || Log posterior: -3479.211190998984 || Iter Time:0.0418400764465332 || Total time:25.840428590774536 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 883 || Clusters count: 15 || Log posterior: -3415.7744412775455 || Iter Time:0.01320505142211914 || Total time:25.853633642196655 Iteration: 884 || Clusters count: 15 || Log posterior: -3409.511041474724 || Iter Time:0.0339810848236084 || Total time:25.887614727020264 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 885 || Clusters count: 15 || Log posterior: -3446.944445084651 || Iter Time:0.013031005859375 || Total 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Log posterior: -3460.4925970456666 || Iter Time:0.03333282470703125 || Total time:27.04267454147339 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 931 || Clusters count: 16 || Log posterior: -3494.255317998985 || Iter Time:0.01293182373046875 || Total time:27.055606365203857 Iteration: 932 || Clusters count: 16 || Log posterior: -3486.1948204154664 || Iter Time:0.03599405288696289 || Total time:27.09160041809082 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 933 || Clusters count: 15 || Log posterior: -3484.1477932765433 || Iter Time:0.0137481689453125 || Total time:27.105348587036133 Iteration: 934 || Clusters count: 15 || Log posterior: -3467.615461133058 || Iter Time:0.03353619575500488 || Total time:27.138884782791138 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 935 || Clusters count: 15 || Log posterior: -3460.015860063067 || Iter 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Iteration: 941 || Clusters count: 16 || Log posterior: -3504.228474336133 || Iter Time:0.012341976165771484 || Total time:27.2857186794281 Iteration: 942 || Clusters count: 16 || Log posterior: -3493.3784266610674 || Iter Time:0.034192800521850586 || Total time:27.31991147994995 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 943 || Clusters count: 16 || Log posterior: -3498.040955980159 || Iter Time:0.012473106384277344 || Total time:27.33238458633423 Iteration: 944 || Clusters count: 16 || Log posterior: -3485.541328830184 || Iter Time:0.036787986755371094 || Total time:27.3691725730896 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 945 || Clusters count: 16 || Log posterior: -3529.4487586986393 || Iter Time:0.012881040573120117 || Total time:27.38205361366272 Iteration: 946 || Clusters count: 16 || Log posterior: -3492.621354471989 || Iter Time:0.057829856872558594 || Total time:27.43988347053528 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 947 || Clusters count: 16 || Log posterior: -3502.356340238746 || Iter Time:0.012515068054199219 || Total time:27.452398538589478 Iteration: 948 || Clusters count: 16 || Log posterior: -3472.9297187376933 || Iter Time:0.03537297248840332 || Total time:27.48777151107788 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 949 || Clusters count: 16 || Log posterior: -3482.245624994261 || Iter Time:0.012418985366821289 || Total time:27.500190496444702 Iteration: 950 || Clusters count: 15 || Log posterior: -3462.296064715133 || Iter Time:0.03497004508972168 || Total time:27.535160541534424 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 951 || Clusters count: 16 || Log posterior: -3458.734287793872 || Iter Time:0.012398004531860352 || Total time:27.547558546066284 Iteration: 952 || Clusters count: 16 || Log posterior: -3445.829999900465 || Iter Time:0.034030914306640625 || Total time:27.581589460372925 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 953 || Clusters count: 16 || Log posterior: -3419.3505651011833 || Iter Time:0.01172494888305664 || Total time:27.59331440925598 Iteration: 954 || Clusters count: 15 || Log posterior: -3399.8756372408006 || Iter Time:0.035189151763916016 || Total time:27.628503561019897 Loading and distributing data: 0.000116 seconds (132 allocations: 13.086 KiB) Iteration: 955 || Clusters count: 15 || Log posterior: -3453.480705757795 || Iter Time:0.011754035949707031 || Total time:27.640257596969604 Iteration: 956 || Clusters count: 15 || Log posterior: -3445.4618234803665 || Iter Time:0.03234100341796875 || Total time:27.672598600387573 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 957 || Clusters count: 15 || Log posterior: -3509.5322345027353 || Iter Time:0.011433839797973633 || 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|| Log posterior: -3412.4827839814434 || Iter Time:0.04309511184692383 || Total time:28.817798376083374 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1003 || Clusters count: 15 || Log posterior: -3440.0496727992427 || Iter Time:0.014084100723266602 || Total time:28.83188247680664 Iteration: 1004 || Clusters count: 15 || Log posterior: -3428.5662052920397 || Iter Time:0.03630518913269043 || Total time:28.86818766593933 Loading and distributing data: 0.000116 seconds (132 allocations: 13.086 KiB) Iteration: 1005 || Clusters count: 15 || Log posterior: -3449.3885865707807 || Iter Time:0.013194084167480469 || Total time:28.88138175010681 Iteration: 1006 || Clusters count: 15 || Log posterior: -3417.959533187173 || Iter Time:0.034184932708740234 || Total time:28.91556668281555 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 1007 || Clusters count: 15 || Log posterior: -3466.1474499920064 || Iter 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KiB) Iteration: 1013 || Clusters count: 15 || Log posterior: -3546.2179098735132 || Iter Time:0.012408971786499023 || Total time:29.063008546829224 Iteration: 1014 || Clusters count: 15 || Log posterior: -3525.6682624343835 || Iter Time:0.03443002700805664 || Total time:29.09743857383728 Loading and distributing data: 0.000137 seconds (132 allocations: 13.086 KiB) Iteration: 1015 || Clusters count: 16 || Log posterior: -3558.498503189782 || Iter Time:0.012897014617919922 || Total time:29.1103355884552 Iteration: 1016 || Clusters count: 15 || Log posterior: -3536.6387122169294 || Iter Time:0.035594940185546875 || Total time:29.145930528640747 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1017 || Clusters count: 16 || Log posterior: -3557.2726716218112 || Iter Time:0.013830900192260742 || Total time:29.159761428833008 Iteration: 1018 || Clusters count: 15 || Log posterior: -3522.007307021573 || Iter Time:0.05886721611022949 || Total 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15 || Log posterior: -3471.9823125619264 || Iter Time:0.033284902572631836 || Total time:29.35810112953186 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1025 || Clusters count: 15 || Log posterior: -3473.391642365483 || Iter Time:0.013117790222167969 || Total time:29.37121891975403 Iteration: 1026 || Clusters count: 15 || Log posterior: -3449.2429697678767 || Iter Time:0.03361105918884277 || Total time:29.40482997894287 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1027 || Clusters count: 15 || Log posterior: -3474.350856094816 || Iter Time:0.012061119079589844 || Total time:29.41689109802246 Iteration: 1028 || Clusters count: 15 || Log posterior: -3454.3445006561037 || Iter Time:0.0337679386138916 || Total time:29.450659036636353 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1029 || Clusters count: 16 || Log posterior: -3489.6782879649318 || Iter 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Iteration: 1035 || Clusters count: 15 || Log posterior: -3487.5760693138377 || Iter Time:0.011987924575805664 || Total time:29.603968858718872 Iteration: 1036 || Clusters count: 15 || Log posterior: -3450.335859542636 || Iter Time:0.033293962478637695 || Total time:29.63726282119751 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1037 || Clusters count: 15 || Log posterior: -3512.938342458859 || Iter Time:0.012212991714477539 || Total time:29.649475812911987 Iteration: 1038 || Clusters count: 15 || Log posterior: -3469.552407498277 || Iter Time:0.033164024353027344 || Total time:29.682639837265015 Loading and distributing data: 0.000117 seconds (132 allocations: 13.086 KiB) Iteration: 1039 || Clusters count: 15 || Log posterior: -3507.0504014708918 || Iter Time:0.012859106063842773 || Total time:29.695498943328857 Iteration: 1040 || Clusters count: 15 || Log posterior: -3484.930505344249 || Iter Time:0.03423500061035156 || Total 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15 || Log posterior: -3440.6817989637075 || Iter Time:0.03497004508972168 || Total time:29.89602041244507 Loading and distributing data: 0.000119 seconds (132 allocations: 13.086 KiB) Iteration: 1047 || Clusters count: 15 || Log posterior: -3512.6327985457756 || Iter Time:0.012066841125488281 || Total time:29.908087253570557 Iteration: 1048 || Clusters count: 15 || Log posterior: -3479.6599425896516 || Iter Time:0.03328704833984375 || Total time:29.9413743019104 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1049 || Clusters count: 15 || Log posterior: -3488.331318134068 || Iter Time:0.012553930282592773 || Total time:29.953928232192993 Iteration: 1050 || Clusters count: 15 || Log posterior: -3465.6326899519127 || Iter Time:0.03374600410461426 || Total time:29.987674236297607 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1051 || Clusters count: 15 || Log posterior: -3522.502238026712 || Iter 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Iteration: 1057 || Clusters count: 15 || Log posterior: -3479.094755119337 || Iter Time:0.012142181396484375 || Total time:30.141342401504517 Iteration: 1058 || Clusters count: 15 || Log posterior: -3473.5039782650924 || Iter Time:0.03490304946899414 || Total time:30.17624545097351 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1059 || Clusters count: 15 || Log posterior: -3460.27452270982 || Iter Time:0.013263940811157227 || Total time:30.189509391784668 Iteration: 1060 || Clusters count: 15 || Log posterior: -3451.4616944184095 || Iter Time:0.034349918365478516 || Total time:30.223859310150146 Loading and distributing data: 0.000116 seconds (132 allocations: 13.086 KiB) Iteration: 1061 || Clusters count: 15 || Log posterior: -3446.529274509406 || Iter Time:0.013432025909423828 || Total time:30.23729133605957 Iteration: 1062 || Clusters count: 15 || Log posterior: -3422.647665674849 || Iter Time:0.03587484359741211 || Total 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Iteration: 1079 || Clusters count: 14 || Log posterior: -3519.37149733896 || Iter Time:0.012131929397583008 || Total time:30.67942714691162 Iteration: 1080 || Clusters count: 14 || Log posterior: -3493.834320894132 || Iter Time:0.03253602981567383 || Total time:30.711963176727295 Loading and distributing data: 0.000120 seconds (132 allocations: 13.086 KiB) Iteration: 1081 || Clusters count: 14 || Log posterior: -3483.333962532862 || Iter Time:0.013020992279052734 || Total time:30.724984169006348 Iteration: 1082 || Clusters count: 14 || Log posterior: -3474.362039911507 || Iter Time:0.03248190879821777 || Total time:30.757466077804565 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1083 || Clusters count: 14 || Log posterior: -3470.6664673901455 || Iter Time:0.012951135635375977 || Total time:30.77041721343994 Iteration: 1084 || Clusters count: 14 || Log posterior: -3456.5457533081085 || Iter Time:0.033316850662231445 || Total 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-3525.123933531302 || Iter Time:0.0357968807220459 || Total time:33.06356716156006 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1179 || Clusters count: 15 || Log posterior: -3530.5297482932506 || Iter Time:0.012499094009399414 || Total time:33.07606625556946 Iteration: 1180 || Clusters count: 15 || Log posterior: -3512.9167150858098 || Iter Time:0.03476881980895996 || Total time:33.11083507537842 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1181 || Clusters count: 15 || Log posterior: -3515.088899751936 || Iter Time:0.012050867080688477 || Total time:33.122885942459106 Iteration: 1182 || Clusters count: 15 || Log posterior: -3497.7392516517575 || Iter Time:0.03499102592468262 || Total time:33.15787696838379 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1183 || Clusters count: 15 || Log posterior: -3481.593101528246 || Iter Time:0.011871099472045898 || Total 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Iteration: 1206 || Clusters count: 15 || Log posterior: -3482.3688516008688 || Iter Time:0.03700518608093262 || Total time:33.80113220214844 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1207 || Clusters count: 15 || Log posterior: -3474.3819551253405 || Iter Time:0.013983964920043945 || Total time:33.81511616706848 Iteration: 1208 || Clusters count: 15 || Log posterior: -3454.8009999580713 || Iter Time:0.03696298599243164 || Total time:33.85207915306091 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1209 || Clusters count: 15 || Log posterior: -3496.5760625607495 || Iter Time:0.014426946640014648 || Total time:33.86650609970093 Iteration: 1210 || Clusters count: 15 || Log posterior: -3472.7141174871554 || Iter Time:0.038863182067871094 || Total time:33.9053692817688 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1211 || Clusters count: 15 || Log posterior: 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Iteration: 1239 || Clusters count: 15 || Log posterior: -3418.894142239383 || Iter Time:0.016074180603027344 || Total time:34.63525390625 Iteration: 1240 || Clusters count: 15 || Log posterior: -3416.3859865269246 || Iter Time:0.03905797004699707 || Total time:34.674311876297 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1241 || Clusters count: 15 || Log posterior: -3485.299657396623 || Iter Time:0.014632940292358398 || Total time:34.688944816589355 Iteration: 1242 || Clusters count: 15 || Log posterior: -3460.1567331893657 || Iter Time:0.03631997108459473 || Total time:34.72526478767395 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1243 || Clusters count: 15 || Log posterior: -3520.4081590982655 || Iter Time:0.014069080352783203 || Total time:34.73933386802673 Iteration: 1244 || Clusters count: 15 || Log posterior: -3493.598504356348 || Iter Time:0.037072181701660156 || Total time:34.776406049728394 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-3423.165131226345 || Iter Time:0.03729701042175293 || Total time:34.92918801307678 Loading and distributing data: 0.000116 seconds (132 allocations: 13.086 KiB) Iteration: 1251 || Clusters count: 15 || Log posterior: -3441.7176779899796 || Iter Time:0.01399087905883789 || Total time:34.94317889213562 Iteration: 1252 || Clusters count: 15 || Log posterior: -3410.095426199951 || Iter Time:0.03922414779663086 || Total time:34.98240303993225 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1253 || Clusters count: 15 || Log posterior: -3450.5421499662175 || Iter Time:0.014297962188720703 || Total time:34.99670100212097 Iteration: 1254 || Clusters count: 15 || Log posterior: -3431.376292298681 || Iter Time:0.0398869514465332 || Total time:35.036587953567505 Loading and distributing data: 0.000122 seconds (132 allocations: 13.086 KiB) Iteration: 1255 || Clusters count: 15 || Log posterior: -3471.0219886675864 || Iter Time:0.014077901840209961 || Total 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|| Total time:36.0942018032074 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1295 || Clusters count: 15 || Log posterior: -3478.6227498177377 || Iter Time:0.015156030654907227 || Total time:36.109357833862305 Iteration: 1296 || Clusters count: 15 || Log posterior: -3462.879551059488 || Iter Time:0.036329030990600586 || Total time:36.145686864852905 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1297 || Clusters count: 15 || Log posterior: -3515.4239209165257 || Iter Time:0.014082908630371094 || Total time:36.159769773483276 Iteration: 1298 || Clusters count: 15 || Log posterior: -3481.421177672862 || Iter Time:0.03820013999938965 || Total time:36.197969913482666 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1299 || Clusters count: 15 || Log posterior: -3481.0575713938883 || Iter Time:0.01530599594116211 || Total time:36.21327590942383 Iteration: 1300 || 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|| Iter Time:0.014461040496826172 || Total time:36.37064552307129 Iteration: 1306 || Clusters count: 15 || Log posterior: -3484.2816476593766 || Iter Time:0.03705883026123047 || Total time:36.40770435333252 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1307 || Clusters count: 16 || Log posterior: -3504.6210293930153 || Iter Time:0.013805150985717773 || Total time:36.42150950431824 Iteration: 1308 || Clusters count: 16 || Log posterior: -3487.0824426968916 || Iter Time:0.0377810001373291 || Total time:36.459290504455566 Loading and distributing data: 0.000148 seconds (132 allocations: 13.086 KiB) Iteration: 1309 || Clusters count: 16 || Log posterior: -3506.882838288659 || Iter Time:0.012717008590698242 || Total time:36.472007513046265 Iteration: 1310 || Clusters count: 15 || Log posterior: -3482.875346620529 || Iter Time:0.061821937561035156 || Total time:36.5338294506073 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1311 || Clusters count: 15 || Log posterior: -3494.242080319436 || Iter Time:0.012980937957763672 || Total time:36.54681038856506 Iteration: 1312 || Clusters count: 15 || Log posterior: -3466.0502607314897 || Iter Time:0.03366804122924805 || Total time:36.58047842979431 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1313 || Clusters count: 15 || Log posterior: -3496.749487841956 || Iter Time:0.011790990829467773 || Total time:36.59226942062378 Iteration: 1314 || Clusters count: 15 || Log posterior: -3472.903118451918 || Iter Time:0.035156965255737305 || Total time:36.62742638587952 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1315 || Clusters count: 15 || Log posterior: -3521.041258899043 || Iter Time:0.01335597038269043 || Total time:36.64078235626221 Iteration: 1316 || Clusters count: 15 || Log posterior: -3507.4008927699674 || Iter Time:0.0383610725402832 || Total 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15 || Log posterior: -3408.6600192209876 || Iter Time:0.0377039909362793 || Total time:36.83603620529175 Loading and distributing data: 0.000118 seconds (132 allocations: 13.086 KiB) Iteration: 1323 || Clusters count: 15 || Log posterior: -3470.3707197078497 || Iter Time:0.013762950897216797 || Total time:36.849799156188965 Iteration: 1324 || Clusters count: 15 || Log posterior: -3435.142916230545 || Iter Time:0.0370328426361084 || Total time:36.88683199882507 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1325 || Clusters count: 15 || Log posterior: -3482.1113048989378 || Iter Time:0.014928102493286133 || Total time:36.90176010131836 Iteration: 1326 || Clusters count: 15 || Log posterior: -3473.6507089280017 || Iter Time:0.035321950912475586 || Total time:36.937082052230835 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1327 || Clusters count: 15 || Log posterior: -3488.49035467436 || Iter Time:0.014583110809326172 || Total time:36.95166516304016 Iteration: 1328 || Clusters count: 15 || Log posterior: -3480.3337131300004 || Iter Time:0.037980079650878906 || Total time:36.98964524269104 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1329 || Clusters count: 15 || Log posterior: -3487.6262696878302 || Iter Time:0.012487173080444336 || Total time:37.002132415771484 Iteration: 1330 || Clusters count: 15 || Log posterior: -3465.400339186389 || Iter Time:0.0353238582611084 || Total time:37.03745627403259 Loading and distributing data: 0.000121 seconds (132 allocations: 13.086 KiB) Iteration: 1331 || Clusters count: 15 || Log posterior: -3475.882507463088 || Iter Time:0.013417959213256836 || Total time:37.05087423324585 Iteration: 1332 || Clusters count: 15 || Log posterior: -3459.8254381308293 || Iter Time:0.03769493103027344 || Total time:37.08856916427612 Loading and distributing data: 0.000150 seconds (132 allocations: 13.086 KiB) Iteration: 1333 || Clusters count: 15 || Log posterior: -3466.13323981942 || Iter Time:0.013147115707397461 || Total time:37.10171627998352 Iteration: 1334 || Clusters count: 15 || Log posterior: -3452.70349839655 || Iter Time:0.06104588508605957 || Total time:37.16276216506958 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3501.832623723468 || Iter Time:0.012431859970092773 || Total time:37.17519402503967 Iteration: 1336 || Clusters count: 15 || Log posterior: -3468.3895274272777 || Iter Time:0.03572392463684082 || Total time:37.210917949676514 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1337 || Clusters count: 15 || Log posterior: -3482.8898448517657 || Iter Time:0.013767004013061523 || Total time:37.224684953689575 Iteration: 1338 || Clusters count: 15 || Log posterior: -3461.5598945451156 || Iter Time:0.035839080810546875 || Total 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15 || Log posterior: -3478.12974743705 || Iter Time:0.036768198013305664 || Total time:37.413113832473755 Loading and distributing data: 0.000120 seconds (132 allocations: 13.086 KiB) Iteration: 1345 || Clusters count: 15 || Log posterior: -3458.9220510596388 || Iter Time:0.01386713981628418 || Total time:37.42698097229004 Iteration: 1346 || Clusters count: 15 || Log posterior: -3441.855982471015 || Iter Time:0.03668999671936035 || Total time:37.4636709690094 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 1347 || Clusters count: 16 || Log posterior: -3431.7522856623646 || Iter Time:0.013357877731323242 || Total time:37.47702884674072 Iteration: 1348 || Clusters count: 15 || Log posterior: -3412.3093129848626 || Iter Time:0.03668403625488281 || Total time:37.513712882995605 Loading and distributing data: 0.000137 seconds (132 allocations: 13.086 KiB) Iteration: 1349 || Clusters count: 15 || Log posterior: -3466.144002324999 || Iter 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Iteration: 1355 || Clusters count: 16 || Log posterior: -3517.170278023051 || Iter Time:0.012559890747070312 || Total time:37.67230010032654 Iteration: 1356 || Clusters count: 15 || Log posterior: -3482.0530810064365 || Iter Time:0.03442788124084473 || Total time:37.70672798156738 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1357 || Clusters count: 15 || Log posterior: -3494.2723988951498 || Iter Time:0.012037992477416992 || Total time:37.7187659740448 Iteration: 1358 || Clusters count: 15 || Log posterior: -3488.9280355881515 || Iter Time:0.03340506553649902 || Total time:37.7521710395813 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1359 || Clusters count: 15 || Log posterior: -3477.6285285459367 || Iter Time:0.01070094108581543 || Total time:37.762871980667114 Iteration: 1360 || Clusters count: 15 || Log posterior: -3443.742600366762 || Iter Time:0.059411048889160156 || Total 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15 || Log posterior: -3483.090424994636 || Iter Time:0.034937143325805664 || Total time:37.96127414703369 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1367 || Clusters count: 15 || Log posterior: -3480.9395539711813 || Iter Time:0.013685941696166992 || Total time:37.97496008872986 Iteration: 1368 || Clusters count: 15 || Log posterior: -3462.7050082190754 || Iter Time:0.03737998008728027 || Total time:38.01234006881714 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1369 || Clusters count: 16 || Log posterior: -3560.4066218904045 || Iter Time:0.01368093490600586 || Total time:38.026021003723145 Iteration: 1370 || Clusters count: 15 || Log posterior: -3536.002599234911 || Iter Time:0.040673017501831055 || Total time:38.066694021224976 Loading and distributing data: 0.000131 seconds (132 allocations: 13.086 KiB) Iteration: 1371 || Clusters count: 15 || Log posterior: -3524.7514006145484 || Iter 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Iteration: 1377 || Clusters count: 15 || Log posterior: -3482.2419391310136 || Iter Time:0.012826919555664062 || Total time:38.225812911987305 Iteration: 1378 || Clusters count: 15 || Log posterior: -3468.2271542572907 || Iter Time:0.03614616394042969 || Total time:38.261959075927734 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1379 || Clusters count: 15 || Log posterior: -3487.6408731808597 || Iter Time:0.012567996978759766 || Total time:38.274527072906494 Iteration: 1380 || Clusters count: 15 || Log posterior: -3459.400687716963 || Iter Time:0.03449392318725586 || Total time:38.30902099609375 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1381 || Clusters count: 15 || Log posterior: -3446.7225967755476 || Iter Time:0.013531923294067383 || Total time:38.32255291938782 Iteration: 1382 || Clusters count: 15 || Log posterior: -3430.40647270472 || Iter Time:0.03630995750427246 || Total 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|| Log posterior: -3419.6181943581 || Iter Time:0.03526806831359863 || Total time:38.53148150444031 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1389 || Clusters count: 15 || Log posterior: -3464.229885686854 || Iter Time:0.013571977615356445 || Total time:38.545053482055664 Iteration: 1390 || Clusters count: 15 || Log posterior: -3429.1054537455816 || Iter Time:0.034356117248535156 || Total time:38.5794095993042 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1391 || Clusters count: 15 || Log posterior: -3489.4405656375284 || Iter Time:0.012317180633544922 || Total time:38.591726779937744 Iteration: 1392 || Clusters count: 15 || Log posterior: -3457.7504411901723 || Iter Time:0.03313589096069336 || Total time:38.62486267089844 Loading and distributing data: 0.000120 seconds (132 allocations: 13.086 KiB) Iteration: 1393 || Clusters count: 15 || Log posterior: -3467.145779031397 || Iter 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Iteration: 1399 || Clusters count: 15 || Log posterior: -3507.5068553885194 || Iter Time:0.01240086555480957 || Total time:38.77826166152954 Iteration: 1400 || Clusters count: 15 || Log posterior: -3484.532530669328 || Iter Time:0.03431391716003418 || Total time:38.812575578689575 Loading and distributing data: 0.000119 seconds (132 allocations: 13.086 KiB) Iteration: 1401 || Clusters count: 15 || Log posterior: -3447.006934624513 || Iter Time:0.012942075729370117 || Total time:38.825517654418945 Iteration: 1402 || Clusters count: 15 || Log posterior: -3430.2381912391174 || Iter Time:0.033666133880615234 || Total time:38.85918378829956 Loading and distributing data: 0.000115 seconds (132 allocations: 13.086 KiB) Iteration: 1403 || Clusters count: 15 || Log posterior: -3432.317196693594 || Iter Time:0.013204097747802734 || Total time:38.87238788604736 Iteration: 1404 || Clusters count: 15 || Log posterior: -3418.4839617166117 || Iter Time:0.03558611869812012 || Total 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|| Log posterior: -3465.6284097597472 || Iter Time:0.06200098991394043 || Total time:39.0796000957489 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1411 || Clusters count: 15 || Log posterior: -3447.4488723624318 || Iter Time:0.014664173126220703 || Total time:39.09426426887512 Iteration: 1412 || Clusters count: 15 || Log posterior: -3423.7294006940015 || Iter Time:0.03726696968078613 || Total time:39.13153123855591 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1413 || Clusters count: 15 || Log posterior: -3455.749679531888 || Iter Time:0.012189865112304688 || Total time:39.14372110366821 Iteration: 1414 || Clusters count: 15 || Log posterior: -3439.5986023431506 || Iter Time:0.03310704231262207 || Total time:39.176828145980835 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1415 || Clusters count: 15 || Log posterior: -3474.6281418419667 || Iter 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Iteration: 1421 || Clusters count: 15 || Log posterior: -3526.807406477019 || Iter Time:0.012598037719726562 || Total time:39.32899355888367 Iteration: 1422 || Clusters count: 15 || Log posterior: -3495.4485673558584 || Iter Time:0.03652310371398926 || Total time:39.365516662597656 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 1423 || Clusters count: 15 || Log posterior: -3522.71682249041 || Iter Time:0.013408899307250977 || Total time:39.37892556190491 Iteration: 1424 || Clusters count: 15 || Log posterior: -3496.60905968093 || Iter Time:0.03499102592468262 || Total time:39.41391658782959 Loading and distributing data: 0.000113 seconds (132 allocations: 13.086 KiB) Iteration: 1425 || Clusters count: 15 || Log posterior: -3472.509733392129 || Iter Time:0.012763023376464844 || Total time:39.426679611206055 Iteration: 1426 || Clusters count: 15 || Log posterior: -3441.248260130168 || Iter Time:0.03628206253051758 || Total time:39.46296167373657 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-3454.288309646371 || Iter Time:0.03636503219604492 || Total time:39.611764907836914 Loading and distributing data: 0.000147 seconds (132 allocations: 13.086 KiB) Iteration: 1433 || Clusters count: 15 || Log posterior: -3459.7086889306192 || Iter Time:0.013834953308105469 || Total time:39.62559986114502 Iteration: 1434 || Clusters count: 15 || Log posterior: -3450.8635930569653 || Iter Time:0.036756038665771484 || Total time:39.66235589981079 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1435 || Clusters count: 15 || Log posterior: -3518.557482681061 || Iter Time:0.03659510612487793 || Total time:39.69895100593567 Iteration: 1436 || Clusters count: 15 || Log posterior: -3498.2686237474777 || Iter Time:0.03748583793640137 || Total time:39.73643684387207 Loading and distributing data: 0.000151 seconds (132 allocations: 13.086 KiB) Iteration: 1437 || Clusters count: 15 || Log posterior: -3509.0106836831887 || Iter Time:0.012784004211425781 || 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Iteration: 1493 || Clusters count: 14 || Log posterior: -3487.84253603535 || Iter Time:0.011632919311523438 || Total time:41.20300221443176 Iteration: 1494 || Clusters count: 14 || Log posterior: -3458.4210154929474 || Iter Time:0.029603004455566406 || Total time:41.23260521888733 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1495 || Clusters count: 14 || Log posterior: -3479.0029357480357 || Iter Time:0.011137962341308594 || Total time:41.24374318122864 Iteration: 1496 || Clusters count: 14 || Log posterior: -3465.254905759465 || Iter Time:0.03031778335571289 || Total time:41.27406096458435 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 1497 || Clusters count: 14 || Log posterior: -3495.347001160709 || Iter Time:0.012977838516235352 || Total time:41.287038803100586 Iteration: 1498 || Clusters count: 14 || Log posterior: -3475.5997957413338 || Iter Time:0.03688192367553711 || Total 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Iteration: 1537 || Clusters count: 15 || Log posterior: -3528.359578847971 || Iter Time:0.012437105178833008 || Total time:42.22904419898987 Iteration: 1538 || Clusters count: 14 || Log posterior: -3494.5430518783864 || Iter Time:0.03438687324523926 || Total time:42.26343107223511 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1539 || Clusters count: 14 || Log posterior: -3561.296509770002 || Iter Time:0.011729001998901367 || Total time:42.27516007423401 Iteration: 1540 || Clusters count: 14 || Log posterior: -3536.958002207365 || Iter Time:0.032624006271362305 || Total time:42.30778408050537 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1541 || Clusters count: 14 || Log posterior: -3593.9884830251717 || Iter Time:0.011977910995483398 || Total time:42.319761991500854 Iteration: 1542 || Clusters count: 14 || Log posterior: -3571.817782068539 || Iter Time:0.06028485298156738 || Total 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|| Log posterior: -3418.009869522348 || Iter Time:0.0333249568939209 || Total time:42.518502712249756 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1549 || Clusters count: 14 || Log posterior: -3517.599104162925 || Iter Time:0.012068986892700195 || Total time:42.530571699142456 Iteration: 1550 || Clusters count: 14 || Log posterior: -3475.4630922529122 || Iter Time:0.03248190879821777 || Total time:42.563053607940674 Loading and distributing data: 0.000123 seconds (132 allocations: 13.086 KiB) Iteration: 1551 || Clusters count: 15 || Log posterior: -3521.9952461331427 || Iter Time:0.012042999267578125 || Total time:42.57509660720825 Iteration: 1552 || Clusters count: 15 || Log posterior: -3505.522595926726 || Iter Time:0.03313612937927246 || Total time:42.608232736587524 Loading and distributing data: 0.000131 seconds (132 allocations: 13.086 KiB) Iteration: 1553 || Clusters count: 15 || Log posterior: -3528.361245528685 || Iter 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Iteration: 1559 || Clusters count: 14 || Log posterior: -3518.2862514227263 || Iter Time:0.011633157730102539 || Total time:42.753560066223145 Iteration: 1560 || Clusters count: 14 || Log posterior: -3487.0459152654935 || Iter Time:0.03348517417907715 || Total time:42.78704524040222 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 1561 || Clusters count: 14 || Log posterior: -3488.386001169234 || Iter Time:0.011996984481811523 || Total time:42.79904222488403 Iteration: 1562 || Clusters count: 14 || Log posterior: -3474.5455106543595 || Iter Time:0.03127002716064453 || Total time:42.83031225204468 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1563 || Clusters count: 14 || Log posterior: -3481.6871608605306 || Iter Time:0.012295961380004883 || Total time:42.84260821342468 Iteration: 1564 || Clusters count: 14 || Log posterior: -3465.6268847000492 || Iter Time:0.032842159271240234 || Total 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|| Log posterior: -3483.0725695371702 || Iter Time:0.03660082817077637 || Total time:46.440213203430176 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 1709 || Clusters count: 15 || Log posterior: -3462.400191731947 || Iter Time:0.014256954193115234 || Total time:46.45447015762329 Iteration: 1710 || Clusters count: 15 || Log posterior: -3442.832955281922 || Iter Time:0.035806894302368164 || Total time:46.49027705192566 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1711 || Clusters count: 15 || Log posterior: -3469.4972343973805 || Iter Time:0.012977123260498047 || Total time:46.50325417518616 Iteration: 1712 || Clusters count: 15 || Log posterior: -3442.567925327294 || Iter Time:0.03558182716369629 || Total time:46.53883600234985 Loading and distributing data: 0.000143 seconds (132 allocations: 13.086 KiB) Iteration: 1713 || Clusters count: 15 || Log posterior: -3454.509636516539 || Iter 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Iteration: 1719 || Clusters count: 15 || Log posterior: -3506.661509369696 || Iter Time:0.01456594467163086 || Total time:46.70168089866638 Iteration: 1720 || Clusters count: 15 || Log posterior: -3489.0154951603567 || Iter Time:0.03834104537963867 || Total time:46.74002194404602 Loading and distributing data: 0.000124 seconds (132 allocations: 13.086 KiB) Iteration: 1721 || Clusters count: 15 || Log posterior: -3469.9955965296067 || Iter Time:0.013834953308105469 || Total time:46.753856897354126 Iteration: 1722 || Clusters count: 15 || Log posterior: -3462.2394333508173 || Iter Time:0.03725886344909668 || Total time:46.79111576080322 Loading and distributing data: 0.000154 seconds (132 allocations: 13.086 KiB) Iteration: 1723 || Clusters count: 15 || Log posterior: -3453.5496830106013 || Iter Time:0.01597905158996582 || Total time:46.80709481239319 Iteration: 1724 || Clusters count: 15 || Log posterior: -3436.5237034497054 || Iter Time:0.038166046142578125 || Total 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Iteration: 1741 || Clusters count: 15 || Log posterior: -3501.551519778483 || Iter Time:0.012063026428222656 || Total time:47.31244373321533 Iteration: 1742 || Clusters count: 15 || Log posterior: -3493.1314942321173 || Iter Time:0.037001848220825195 || Total time:47.34944558143616 Loading and distributing data: 0.000143 seconds (132 allocations: 13.086 KiB) Iteration: 1743 || Clusters count: 15 || Log posterior: -3503.175547667047 || Iter Time:0.013335943222045898 || Total time:47.3627815246582 Iteration: 1744 || Clusters count: 15 || Log posterior: -3478.9368513219806 || Iter Time:0.0354311466217041 || Total time:47.39821267127991 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1745 || Clusters count: 15 || Log posterior: -3471.405725169676 || Iter Time:0.011924982070922852 || Total time:47.41013765335083 Iteration: 1746 || Clusters count: 15 || Log posterior: -3448.6075548032477 || Iter Time:0.03426003456115723 || Total time:47.44439768791199 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-3415.6803175666755 || Iter Time:0.040521860122680664 || Total time:47.60600447654724 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1753 || Clusters count: 15 || Log posterior: -3442.4218131968873 || Iter Time:0.01407003402709961 || Total time:47.62007451057434 Iteration: 1754 || Clusters count: 15 || Log posterior: -3400.8974594735887 || Iter Time:0.03643202781677246 || Total time:47.65650653839111 Loading and distributing data: 0.000165 seconds (132 allocations: 13.086 KiB) Iteration: 1755 || Clusters count: 15 || Log posterior: -3410.596164840146 || Iter Time:0.014204978942871094 || Total time:47.670711517333984 Iteration: 1756 || Clusters count: 15 || Log posterior: -3396.2668442365457 || Iter Time:0.06257104873657227 || Total time:47.73328256607056 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1757 || Clusters count: 15 || Log posterior: -3447.0896683279425 || Iter Time:0.01295781135559082 || 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-3522.1863534511776 || Iter Time:0.013878107070922852 || Total time:48.49986529350281 Iteration: 1786 || Clusters count: 15 || Log posterior: -3482.842298965425 || Iter Time:0.03880500793457031 || Total time:48.53867030143738 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1787 || Clusters count: 15 || Log posterior: -3522.763735370759 || Iter Time:0.015588045120239258 || Total time:48.55425834655762 Iteration: 1788 || Clusters count: 15 || Log posterior: -3497.5405561085545 || Iter Time:0.04303598403930664 || Total time:48.597294330596924 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1789 || Clusters count: 15 || Log posterior: -3438.1309069604813 || Iter Time:0.014140129089355469 || Total time:48.61143445968628 Iteration: 1790 || Clusters count: 15 || Log posterior: -3425.467933988993 || Iter Time:0.042053937911987305 || Total time:48.65348839759827 Loading and distributing data: 0.000162 seconds (132 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Iteration: 1813 || Clusters count: 15 || Log posterior: -3470.3356860310255 || Iter Time:0.013849973678588867 || Total time:49.302870750427246 Iteration: 1814 || Clusters count: 15 || Log posterior: -3458.9331580325966 || Iter Time:0.037554025650024414 || Total time:49.34042477607727 Loading and distributing data: 0.000151 seconds (132 allocations: 13.086 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -3467.7648251002847 || Iter Time:0.013659954071044922 || Total time:49.354084730148315 Iteration: 1816 || Clusters count: 15 || Log posterior: -3452.340623333472 || Iter Time:0.03662991523742676 || Total time:49.39071464538574 Loading and distributing data: 0.000141 seconds (132 allocations: 13.086 KiB) Iteration: 1817 || Clusters count: 16 || Log posterior: -3465.5668538837926 || Iter Time:0.013343095779418945 || Total time:49.40405774116516 Iteration: 1818 || Clusters count: 16 || Log posterior: -3451.651395474677 || Iter Time:0.04193997383117676 || Total 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|| Log posterior: -3419.1359680609294 || Iter Time:0.03875088691711426 || Total time:49.59965682029724 Loading and distributing data: 0.000150 seconds (132 allocations: 13.086 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -3449.5033376686742 || Iter Time:0.014474868774414062 || Total time:49.614131689071655 Iteration: 1826 || Clusters count: 15 || Log posterior: -3433.2913976263467 || Iter Time:0.03703594207763672 || Total time:49.65116763114929 Loading and distributing data: 0.000141 seconds (132 allocations: 13.086 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3472.6539680494125 || Iter Time:0.015105962753295898 || Total time:49.66627359390259 Iteration: 1828 || Clusters count: 15 || Log posterior: -3468.0171110298265 || Iter Time:0.041229963302612305 || Total time:49.7075035572052 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -3553.077845847289 || Iter Time:0.014281988143920898 || Total time:49.72178554534912 Iteration: 1830 || Clusters count: 15 || Log posterior: -3515.123060033605 || Iter Time:0.036872148513793945 || Total time:49.758657693862915 Loading and distributing data: 0.000221 seconds (132 allocations: 13.086 KiB) Iteration: 1831 || Clusters count: 15 || Log posterior: -3512.7735180342233 || Iter Time:0.014330148696899414 || Total time:49.772987842559814 Iteration: 1832 || Clusters count: 15 || Log posterior: -3504.546581003662 || Iter Time:0.03784298896789551 || Total time:49.81083083152771 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1833 || Clusters count: 15 || Log posterior: -3450.1668830900608 || Iter Time:0.014198064804077148 || Total time:49.82502889633179 Iteration: 1834 || Clusters count: 15 || Log posterior: -3439.908229022993 || Iter Time:0.03857588768005371 || Total time:49.86360478401184 Loading and distributing data: 0.000155 seconds (132 allocations: 13.086 KiB) Iteration: 1835 || Clusters count: 15 || Log posterior: -3483.500957416425 || Iter Time:0.0415339469909668 || Total time:49.90513873100281 Iteration: 1836 || Clusters count: 15 || Log posterior: -3468.339793718726 || Iter Time:0.03844094276428223 || Total time:49.94357967376709 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -3475.586284198542 || Iter Time:0.014039039611816406 || Total time:49.957618713378906 Iteration: 1838 || Clusters count: 15 || Log posterior: -3432.411501717464 || Iter Time:0.04027390480041504 || Total time:49.99789261817932 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3458.8214244882315 || Iter Time:0.015204906463623047 || Total time:50.013097524642944 Iteration: 1840 || Clusters count: 15 || Log posterior: -3449.564251993561 || Iter Time:0.043823957443237305 || Total time:50.05692148208618 Loading and distributing data: 0.000131 seconds (132 allocations: 13.086 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3475.843544286471 || Iter Time:0.016796112060546875 || Total time:50.07371759414673 Iteration: 1842 || Clusters count: 15 || Log posterior: -3462.3502245946233 || Iter Time:0.03876090049743652 || Total time:50.112478494644165 Loading and distributing data: 0.000144 seconds (132 allocations: 13.086 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -3442.158883383908 || Iter Time:0.015588045120239258 || Total time:50.128066539764404 Iteration: 1844 || Clusters count: 15 || Log posterior: -3432.407560372345 || Iter Time:0.04201912879943848 || Total time:50.17008566856384 Loading and distributing data: 0.000147 seconds (132 allocations: 13.086 KiB) Iteration: 1845 || Clusters count: 15 || Log posterior: -3480.1000139009375 || Iter Time:0.020568132400512695 || Total time:50.190653800964355 Iteration: 1846 || Clusters count: 15 || Log posterior: -3450.333676748174 || Iter Time:0.03839993476867676 || Total time:50.22905373573303 Loading and distributing data: 0.000141 seconds (132 allocations: 13.086 KiB) Iteration: 1847 || Clusters count: 15 || Log posterior: -3536.767992394734 || Iter Time:0.014842987060546875 || Total time:50.24389672279358 Iteration: 1848 || Clusters count: 15 || Log posterior: -3508.7751417389554 || Iter Time:0.03841590881347656 || Total time:50.282312631607056 Loading and distributing data: 0.000142 seconds (132 allocations: 13.086 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3505.8359396352753 || Iter Time:0.014327049255371094 || Total time:50.29663968086243 Iteration: 1850 || Clusters count: 15 || Log posterior: -3479.9338871793598 || Iter Time:0.03705716133117676 || Total time:50.3336968421936 Loading and distributing data: 0.000127 seconds (132 allocations: 13.086 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3461.525489171465 || Iter Time:0.014343976974487305 || Total time:50.34804081916809 Iteration: 1852 || Clusters count: 16 || Log posterior: -3452.422967609972 || Iter Time:0.03878593444824219 || Total time:50.38682675361633 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3495.161787894692 || Iter Time:0.013136148452758789 || Total time:50.39996290206909 Iteration: 1854 || Clusters count: 15 || Log posterior: -3453.0214387937935 || Iter Time:0.03860592842102051 || Total time:50.43856883049011 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -3476.397126052095 || Iter Time:0.014052867889404297 || Total time:50.45262169837952 Iteration: 1856 || Clusters count: 15 || Log posterior: -3457.5435746062944 || Iter Time:0.03678297996520996 || Total time:50.48940467834473 Loading and distributing data: 0.000146 seconds (132 allocations: 13.086 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -3486.859907279027 || Iter Time:0.014019966125488281 || Total time:50.503424644470215 Iteration: 1858 || Clusters count: 15 || Log posterior: -3453.93896034238 || Iter Time:0.037116050720214844 || Total time:50.54054069519043 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3453.2996070882655 || Iter Time:0.013900041580200195 || Total time:50.55444073677063 Iteration: 1860 || Clusters count: 15 || Log posterior: -3438.3356867321295 || Iter Time:0.03786110877990723 || Total time:50.59230184555054 Loading and distributing data: 0.000169 seconds (132 allocations: 13.086 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3431.7922474919883 || Iter Time:0.04582095146179199 || Total time:50.63812279701233 Iteration: 1862 || Clusters count: 16 || Log posterior: -3420.4611935207804 || Iter Time:0.03748202323913574 || Total time:50.675604820251465 Loading and distributing data: 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Time:0.04349493980407715 || Total time:50.85228991508484 Loading and distributing data: 0.000175 seconds (132 allocations: 13.086 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3512.7575905206777 || Iter Time:0.012924909591674805 || Total time:50.865214824676514 Iteration: 1870 || Clusters count: 15 || Log posterior: -3486.82650110655 || Iter Time:0.037457942962646484 || Total time:50.90267276763916 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3515.546411241044 || Iter Time:0.014309883117675781 || Total time:50.916982650756836 Iteration: 1872 || Clusters count: 15 || Log posterior: -3501.9315161495315 || Iter Time:0.038871049880981445 || Total time:50.95585370063782 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3481.261175902938 || Iter Time:0.013494014739990234 || Total time:50.96934771537781 Iteration: 1874 || Clusters count: 15 || Log posterior: -3463.266613810234 || Iter Time:0.03617405891418457 || Total time:51.00552177429199 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3472.1408752310513 || Iter Time:0.014300107955932617 || Total time:51.019821882247925 Iteration: 1876 || Clusters count: 15 || Log posterior: -3460.4985752888724 || Iter Time:0.04053497314453125 || Total time:51.060356855392456 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3481.333592476071 || Iter Time:0.013725996017456055 || Total time:51.07408285140991 Iteration: 1878 || Clusters count: 15 || Log posterior: -3462.3812849644687 || Iter Time:0.035941123962402344 || Total time:51.110023975372314 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3493.5331051923918 || Iter Time:0.01390695571899414 || Total time:51.12393093109131 Iteration: 1880 || Clusters count: 15 || Log posterior: -3480.7253393551096 || Iter Time:0.03650999069213867 || Total time:51.16044092178345 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3467.361186309063 || Iter Time:0.01312112808227539 || Total time:51.17356204986572 Iteration: 1882 || Clusters count: 15 || Log posterior: -3459.5519396492678 || Iter Time:0.03571796417236328 || Total time:51.209280014038086 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3441.0110283614536 || Iter Time:0.013555049896240234 || Total time:51.222835063934326 Iteration: 1884 || Clusters count: 15 || Log posterior: -3434.3791806547997 || Iter Time:0.03591203689575195 || Total time:51.25874710083008 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3515.23928911266 || Iter Time:0.014837980270385742 || Total time:51.273585081100464 Iteration: 1886 || Clusters count: 15 || Log posterior: -3491.2905789896636 || Iter Time:0.04248809814453125 || Total time:51.316073179244995 Loading and distributing data: 0.000154 seconds (132 allocations: 13.086 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3528.6122247401318 || Iter Time:0.01578211784362793 || Total time:51.33185529708862 Iteration: 1888 || Clusters count: 15 || Log posterior: -3503.737624759142 || Iter Time:0.06703710556030273 || Total time:51.398892402648926 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3508.5251836443445 || Iter Time:0.015397071838378906 || Total time:51.414289474487305 Iteration: 1890 || Clusters count: 15 || Log posterior: -3503.080631945988 || Iter Time:0.041169166564941406 || Total time:51.455458641052246 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3528.0493265562704 || Iter Time:0.01369786262512207 || Total time:51.46915650367737 Iteration: 1892 || Clusters count: 15 || Log posterior: -3517.146843994707 || Iter Time:0.049249887466430664 || Total time:51.5184063911438 Loading and distributing data: 0.000219 seconds (132 allocations: 13.086 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3494.228243660877 || Iter Time:0.013870000839233398 || Total time:51.53227639198303 Iteration: 1894 || Clusters count: 15 || Log posterior: -3477.339929091977 || Iter Time:0.03562116622924805 || Total time:51.56789755821228 Loading and distributing data: 0.000128 seconds (132 allocations: 13.086 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3522.198638429876 || Iter Time:0.013210773468017578 || Total time:51.5811083316803 Iteration: 1896 || Clusters count: 15 || Log posterior: -3496.137544830589 || Iter Time:0.038290977478027344 || Total time:51.619399309158325 Loading and distributing data: 0.000143 seconds (132 allocations: 13.086 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3539.974755623125 || Iter Time:0.01373600959777832 || Total time:51.6331353187561 Iteration: 1898 || Clusters count: 15 || Log posterior: -3487.382169389593 || Iter Time:0.04083609580993652 || Total time:51.67397141456604 Loading and distributing data: 0.000133 seconds (132 allocations: 13.086 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3437.734767997838 || Iter Time:0.013749122619628906 || Total time:51.68772053718567 Iteration: 1900 || Clusters count: 15 || Log posterior: -3412.643276830875 || Iter Time:0.03969597816467285 || Total time:51.72741651535034 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3485.5783250208815 || Iter Time:0.014719009399414062 || Total time:51.742135524749756 Iteration: 1902 || Clusters count: 15 || Log posterior: -3463.222971100038 || Iter Time:0.039140939712524414 || Total time:51.78127646446228 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3490.0547594047694 || Iter Time:0.018158912658691406 || Total time:51.79943537712097 Iteration: 1904 || Clusters count: 15 || Log posterior: -3477.625392526664 || Iter Time:0.04451608657836914 || Total time:51.84395146369934 Loading and distributing data: 0.000153 seconds (132 allocations: 13.086 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3492.932676820827 || Iter Time:0.01645493507385254 || Total time:51.86040639877319 Iteration: 1906 || Clusters count: 15 || Log posterior: -3470.6254428458337 || Iter Time:0.04231095314025879 || Total time:51.90271735191345 Loading and distributing data: 0.000131 seconds (132 allocations: 13.086 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3458.972064072006 || Iter Time:0.015046119689941406 || Total time:51.917763471603394 Iteration: 1908 || Clusters count: 15 || Log posterior: -3448.7631761384214 || Iter Time:0.040222883224487305 || Total time:51.95798635482788 Loading and distributing data: 0.000154 seconds (132 allocations: 13.086 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3449.0451607978875 || Iter Time:0.014694929122924805 || Total time:51.972681283950806 Iteration: 1910 || Clusters count: 15 || Log posterior: -3436.388786381413 || Iter Time:0.04247617721557617 || Total time:52.01515746116638 Loading and distributing data: 0.000142 seconds (132 allocations: 13.086 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3505.2554116875503 || Iter Time:0.01491093635559082 || Total time:52.03006839752197 Iteration: 1912 || Clusters count: 15 || Log posterior: -3483.5946346440946 || Iter Time:0.04443097114562988 || Total time:52.0744993686676 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3480.2449565125894 || Iter Time:0.015197038650512695 || Total time:52.089696407318115 Iteration: 1914 || Clusters count: 15 || Log posterior: -3460.5124484331777 || Iter Time:0.04010009765625 || Total time:52.129796504974365 Loading and distributing data: 0.000148 seconds (132 allocations: 13.086 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3414.608654149082 || Iter Time:0.01654791831970215 || Total time:52.14634442329407 Iteration: 1916 || Clusters count: 15 || Log posterior: -3403.854341425106 || Iter Time:0.07760381698608398 || Total time:52.22394824028015 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3444.932028447907 || Iter Time:0.013767004013061523 || Total time:52.23771524429321 Iteration: 1918 || Clusters count: 15 || Log posterior: -3427.5615968020275 || Iter Time:0.037117958068847656 || Total time:52.27483320236206 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3451.7525374324046 || Iter Time:0.013813018798828125 || Total time:52.28864622116089 Iteration: 1920 || Clusters count: 15 || Log posterior: -3435.924861873195 || Iter Time:0.03895401954650879 || Total time:52.3276002407074 Loading and distributing data: 0.000137 seconds (132 allocations: 13.086 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3487.671856800564 || Iter Time:0.013718128204345703 || Total time:52.34131836891174 Iteration: 1922 || Clusters count: 15 || Log posterior: -3434.3315867017404 || Iter Time:0.03776383399963379 || Total time:52.37908220291138 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3435.2959943125234 || Iter Time:0.013742923736572266 || Total time:52.39282512664795 Iteration: 1924 || Clusters count: 16 || Log posterior: -3414.3717542907857 || Iter Time:0.0387110710144043 || Total time:52.43153619766235 Loading and distributing data: 0.000144 seconds (132 allocations: 13.086 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -3502.178086501027 || Iter Time:0.014930963516235352 || Total time:52.44646716117859 Iteration: 1926 || Clusters count: 17 || Log posterior: -3468.838577147279 || Iter Time:0.03998994827270508 || Total time:52.486457109451294 Loading and distributing data: 0.000133 seconds (132 allocations: 13.086 KiB) Iteration: 1927 || Clusters count: 17 || Log posterior: -3498.2666133219386 || Iter Time:0.013854026794433594 || Total time:52.50031113624573 Iteration: 1928 || Clusters count: 17 || Log posterior: -3481.67676163747 || Iter Time:0.03991103172302246 || Total time:52.54022216796875 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1929 || Clusters count: 17 || Log posterior: -3492.874255829835 || Iter Time:0.01300811767578125 || Total time:52.55323028564453 Iteration: 1930 || Clusters count: 17 || Log posterior: -3466.368914957766 || Iter Time:0.03977489471435547 || Total time:52.59300518035889 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3474.7498461323376 || Iter Time:0.01380610466003418 || Total time:52.60681128501892 Iteration: 1932 || Clusters count: 16 || Log posterior: -3456.375180926741 || Iter Time:0.03871512413024902 || Total time:52.64552640914917 Loading and distributing data: 0.000141 seconds (132 allocations: 13.086 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3471.542234558845 || Iter Time:0.012623071670532227 || Total time:52.6581494808197 Iteration: 1934 || Clusters count: 15 || Log posterior: -3451.9312608857977 || Iter Time:0.03571295738220215 || Total time:52.693862438201904 Loading and distributing data: 0.000168 seconds (132 allocations: 13.086 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3483.835197393537 || Iter Time:0.013128042221069336 || Total time:52.706990480422974 Iteration: 1936 || Clusters count: 15 || Log posterior: -3463.948028052642 || Iter Time:0.036405086517333984 || Total time:52.74339556694031 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3490.0229147999266 || Iter Time:0.01449894905090332 || Total time:52.75789451599121 Iteration: 1938 || Clusters count: 14 || Log posterior: -3465.5006951738114 || Iter Time:0.03721308708190918 || Total time:52.79510760307312 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3462.9551675754183 || Iter Time:0.013209104537963867 || Total time:52.808316707611084 Iteration: 1940 || Clusters count: 14 || Log posterior: -3447.4754789749677 || Iter Time:0.03519487380981445 || Total time:52.8435115814209 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3480.8826048722735 || Iter Time:0.013365030288696289 || Total time:52.856876611709595 Iteration: 1942 || Clusters count: 14 || Log posterior: -3462.2743858651597 || Iter Time:0.035659074783325195 || Total time:52.89253568649292 Loading and distributing data: 0.000147 seconds (132 allocations: 13.086 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3430.785518877987 || Iter Time:0.012511968612670898 || Total time:52.90504765510559 Iteration: 1944 || Clusters count: 14 || Log posterior: -3424.213500915677 || Iter Time:0.05960416793823242 || Total time:52.96465182304382 Loading and distributing data: 0.000137 seconds (132 allocations: 13.086 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3466.9779250919814 || Iter Time:0.011657953262329102 || Total time:52.97630977630615 Iteration: 1946 || Clusters count: 14 || Log posterior: -3454.724545463318 || Iter Time:0.03278517723083496 || Total time:53.00909495353699 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3489.9102325166905 || Iter Time:0.011532068252563477 || Total time:53.02062702178955 Iteration: 1948 || Clusters count: 14 || Log posterior: -3477.26677401272 || Iter Time:0.03257393836975098 || Total time:53.0532009601593 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3511.543644621845 || Iter Time:0.012284994125366211 || Total time:53.06548595428467 Iteration: 1950 || Clusters count: 14 || Log posterior: -3489.890246064505 || Iter Time:0.033802032470703125 || Total time:53.09928798675537 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3450.1700242823113 || Iter Time:0.012857913970947266 || Total time:53.11214590072632 Iteration: 1952 || Clusters count: 14 || Log posterior: -3435.539424116851 || Iter Time:0.03499889373779297 || Total time:53.14714479446411 Loading and distributing data: 0.000133 seconds (132 allocations: 13.086 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3494.6726587349385 || Iter Time:0.01310110092163086 || Total time:53.16024589538574 Iteration: 1954 || Clusters count: 14 || Log posterior: -3465.2587611383333 || Iter Time:0.033944129943847656 || Total time:53.19419002532959 Loading and distributing data: 0.000130 seconds (132 allocations: 13.086 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3497.541602136354 || Iter Time:0.012481212615966797 || Total time:53.20667123794556 Iteration: 1956 || Clusters count: 14 || Log posterior: -3485.418870296902 || Iter Time:0.03443503379821777 || Total time:53.241106271743774 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3491.3113786142744 || Iter Time:0.013426065444946289 || Total time:53.25453233718872 Iteration: 1958 || Clusters count: 14 || Log posterior: -3466.7560003945828 || Iter Time:0.03470301628112793 || Total time:53.28923535346985 Loading and distributing data: 0.000150 seconds (132 allocations: 13.086 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3476.617398306502 || Iter Time:0.012631893157958984 || Total time:53.30186724662781 Iteration: 1960 || Clusters count: 14 || Log posterior: -3460.457899274749 || Iter Time:0.03412604331970215 || Total time:53.33599328994751 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3511.180730497583 || Iter Time:0.012857198715209961 || Total time:53.34885048866272 Iteration: 1962 || Clusters count: 14 || Log posterior: -3500.0117785300868 || Iter Time:0.03348183631896973 || Total time:53.38233232498169 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3502.5102102812803 || Iter Time:0.012449026107788086 || Total time:53.39478135108948 Iteration: 1964 || Clusters count: 14 || Log posterior: -3477.6892289018997 || Iter Time:0.03362298011779785 || Total time:53.428404331207275 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3500.114977101598 || Iter Time:0.013180017471313477 || Total time:53.44158434867859 Iteration: 1966 || Clusters count: 14 || Log posterior: -3471.3705159615374 || Iter Time:0.035189151763916016 || Total time:53.476773500442505 Loading and distributing data: 0.000159 seconds (132 allocations: 13.086 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3505.120790713618 || Iter Time:0.013598918914794922 || Total time:53.4903724193573 Iteration: 1968 || Clusters count: 14 || Log posterior: -3487.7211893833605 || Iter Time:0.03354907035827637 || Total time:53.523921489715576 Loading and distributing data: 0.000141 seconds (132 allocations: 13.086 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3483.098754980726 || Iter Time:0.01498103141784668 || Total time:53.53890252113342 Iteration: 1970 || Clusters count: 15 || Log posterior: -3463.384513454304 || Iter Time:0.03780508041381836 || Total time:53.57670760154724 Loading and distributing data: 0.000125 seconds (132 allocations: 13.086 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3497.022245007218 || Iter Time:0.013176918029785156 || Total time:53.589884519577026 Iteration: 1972 || Clusters count: 15 || Log posterior: -3472.402182331119 || Iter Time:0.0659480094909668 || Total time:53.65583252906799 Loading and distributing data: 0.000146 seconds (132 allocations: 13.086 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3494.292951001496 || Iter Time:0.01294708251953125 || Total time:53.668779611587524 Iteration: 1974 || Clusters count: 16 || Log posterior: -3461.2987068215148 || Iter Time:0.037780046463012695 || Total time:53.70655965805054 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3462.349041022804 || Iter Time:0.012362957000732422 || Total time:53.71892261505127 Iteration: 1976 || Clusters count: 15 || Log posterior: -3450.928645444957 || Iter Time:0.03474593162536621 || Total time:53.753668546676636 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3447.097213800919 || Iter Time:0.011662960052490234 || Total time:53.765331506729126 Iteration: 1978 || Clusters count: 15 || Log posterior: -3428.6410855543504 || Iter Time:0.03637504577636719 || Total time:53.80170655250549 Loading and distributing data: 0.000134 seconds (132 allocations: 13.086 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -3534.0314244338297 || Iter Time:0.01320791244506836 || Total time:53.81491446495056 Iteration: 1980 || Clusters count: 15 || Log posterior: -3499.423819858273 || Iter Time:0.03927898406982422 || Total time:53.854193449020386 Loading and distributing data: 0.000135 seconds (132 allocations: 13.086 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3492.9085186319576 || Iter Time:0.015612125396728516 || Total time:53.869805574417114 Iteration: 1982 || Clusters count: 15 || Log posterior: -3471.076191001031 || Iter Time:0.03876304626464844 || Total time:53.90856862068176 Loading and distributing data: 0.000132 seconds (132 allocations: 13.086 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3479.530236475623 || Iter Time:0.015202999114990234 || Total time:53.92377161979675 Iteration: 1984 || Clusters count: 15 || Log posterior: -3454.284251884208 || Iter Time:0.040686845779418945 || Total time:53.96445846557617 Loading and distributing data: 0.000158 seconds (132 allocations: 13.086 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3504.9263861574846 || Iter Time:0.013966083526611328 || Total time:53.97842454910278 Iteration: 1986 || Clusters count: 15 || Log posterior: -3476.3236734356437 || Iter Time:0.03630399703979492 || Total time:54.01472854614258 Loading and distributing data: 0.000131 seconds (132 allocations: 13.086 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3456.422822041745 || Iter Time:0.015302896499633789 || Total time:54.03003144264221 Iteration: 1988 || Clusters count: 15 || Log posterior: -3449.9103975542066 || Iter Time:0.03547096252441406 || Total time:54.065502405166626 Loading and distributing data: 0.000157 seconds (132 allocations: 13.086 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -3410.212924170698 || Iter Time:0.014349937438964844 || Total time:54.07985234260559 Iteration: 1990 || Clusters count: 15 || Log posterior: -3401.899649961645 || Iter Time:0.04157114028930664 || Total time:54.1214234828949 Loading and distributing data: 0.000120 seconds (132 allocations: 13.086 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -3465.776456573502 || Iter Time:0.01276397705078125 || Total time:54.13418745994568 Iteration: 1992 || Clusters count: 15 || Log posterior: -3441.7192262057297 || Iter Time:0.03594493865966797 || Total time:54.17013239860535 Loading and distributing data: 0.000126 seconds (132 allocations: 13.086 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3472.5114136493285 || Iter Time:0.013729095458984375 || Total time:54.18386149406433 Iteration: 1994 || Clusters count: 15 || Log posterior: -3448.140774371473 || Iter Time:0.03605508804321289 || Total time:54.219916582107544 Loading and distributing data: 0.000133 seconds (132 allocations: 13.086 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3487.079385428985 || Iter Time:0.013904094696044922 || Total time:54.23382067680359 Iteration: 1996 || Clusters count: 15 || Log posterior: -3447.440339590994 || Iter Time:0.0434420108795166 || Total time:54.277262687683105 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3470.4641721002863 || Iter Time:0.013514041900634766 || Total time:54.29077672958374 Iteration: 1998 || Clusters count: 15 || Log posterior: -3462.499387804332 || Iter Time:0.03580880165100098 || Total time:54.32658553123474 Loading and distributing data: 0.000157 seconds (132 allocations: 13.086 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3494.809686329142 || Iter Time:0.013174057006835938 || Total time:54.33975958824158 Iteration: 2000 || Clusters count: 15 || Log posterior: -3485.72834825634 || Iter Time:0.060723066329956055 || Total time:54.40048265457153 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3480.1492436682383 || Iter Time:0.012717008590698242 || Total time:54.41319966316223 Iteration: 2002 || Clusters count: 15 || Log posterior: -3466.033099126665 || Iter Time:0.036099910736083984 || Total time:54.449299573898315 Loading and distributing data: 0.000129 seconds (132 allocations: 13.086 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3443.8795016545396 || Iter Time:0.014081001281738281 || Total time:54.463380575180054 Iteration: 2004 || Clusters count: 15 || Log posterior: -3420.7472066674823 || Iter Time:0.03589987754821777 || Total time:54.49928045272827 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3457.4552859223527 || Iter Time:0.014858007431030273 || Total time:54.5141384601593 Iteration: 2006 || Clusters count: 16 || Log posterior: -3435.3035817019804 || Iter Time:0.03927493095397949 || Total time:54.55341339111328 Loading and distributing data: 0.000143 seconds (132 allocations: 13.086 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3444.2593531139946 || Iter Time:0.014921188354492188 || Total time:54.56833457946777 Iteration: 2008 || Clusters count: 15 || Log posterior: -3430.509449054432 || Iter Time:0.0377659797668457 || Total time:54.60610055923462 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3473.570063346121 || Iter Time:0.01300501823425293 || Total time:54.61910557746887 Iteration: 2010 || Clusters count: 15 || Log posterior: -3441.4411108311924 || Iter Time:0.035515785217285156 || Total time:54.65462136268616 Loading and distributing data: 0.000157 seconds (132 allocations: 13.086 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3486.5957816967953 || Iter Time:0.013253927230834961 || Total time:54.66787528991699 Iteration: 2012 || Clusters count: 15 || Log posterior: -3458.4812770051 || Iter Time:0.037032127380371094 || Total time:54.70490741729736 Loading and distributing data: 0.000156 seconds (132 allocations: 13.086 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -3502.0467550476365 || Iter Time:0.014399051666259766 || Total time:54.71930646896362 Iteration: 2014 || Clusters count: 15 || Log posterior: -3478.5583730389517 || Iter Time:0.036895036697387695 || Total time:54.75620150566101 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3491.0892171538812 || Iter Time:0.01476907730102539 || Total time:54.770970582962036 Iteration: 2016 || Clusters count: 14 || Log posterior: -3473.9007021698826 || Iter Time:0.033976078033447266 || Total time:54.80494666099548 Loading and distributing data: 0.000140 seconds (132 allocations: 13.086 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3484.4409554495337 || Iter Time:0.011983156204223633 || Total time:54.81692981719971 Iteration: 2018 || Clusters count: 14 || Log posterior: -3462.390285340724 || Iter Time:0.033711910247802734 || Total time:54.85064172744751 Loading and distributing data: 0.000138 seconds (132 allocations: 13.086 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3460.314975945257 || Iter Time:0.01211404800415039 || Total time:54.86275577545166 Iteration: 2020 || Clusters count: 14 || Log posterior: -3449.7982114201786 || Iter Time:0.03259706497192383 || Total time:54.895352840423584 Loading and distributing data: 0.000139 seconds (132 allocations: 13.086 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -3507.597286266241 || Iter Time:0.012890100479125977 || Total time:54.90824294090271 Iteration: 2022 || Clusters count: 14 || Log posterior: -3484.3115761074555 || Iter Time:0.03696489334106445 || Total time:54.945207834243774 Loading and distributing data: 0.000149 seconds (132 allocations: 13.086 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3502.160686063914 || Iter Time:0.012716054916381836 || Total time:54.957923889160156 Iteration: 2024 || Clusters count: 14 || Log posterior: -3480.994910658029 || Iter Time:0.03250002861022949 || Total time:54.990423917770386 Loading and distributing data: 0.000136 seconds (132 allocations: 13.086 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3489.716551369063 || Iter Time:0.012831926345825195 || Total time:55.00325584411621 Iteration: 2026 || Clusters count: 14 || Log posterior: -3471.9880612796965 || Iter Time:0.03504180908203125 || Total time:55.03829765319824 Loading and distributing data: 0.000147 seconds (132 allocations: 13.086 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3495.774377053359 || Iter Time:0.013315916061401367 || Total time:55.051613569259644 Iteration: 2028 || Clusters count: 14 || Log posterior: -3472.372961070873 || Iter Time:0.06322717666625977 || Total time:55.1148407459259 Avg NMI: 0.9184734890989279 Full NMI: 0.9036903802463492 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m41.2s Testing DPMMSubClustersStreaming tests passed Testing completed after 214.62s PkgEval succeeded after 339.33s