Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1886 (984ad247db*) started at 2026-03-12T18:11:45.289 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.33s ################################################################################ # 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` [1520ce14] + AbstractTrees v0.4.5 [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 v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [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 v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [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 v1.13.0 [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 v1.14.0 [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 v1.13.0 [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 v8.18.0+1 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.8.0+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 6.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5409.3 ms ✓ Clustering 11150.1 ms ✓ KernelFunctions 11616.0 ms ✓ Distributions 4898.9 ms ✓ Distributions → DistributionsChainRulesCoreExt 5287.2 ms ✓ Distributions → DistributionsTestExt 11537.1 ms ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 52 seconds. 98 already precompiled. Precompilation completed after 76.15s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_JSOR4K/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 ⌅ [ec8451be] KernelFunctions v0.10.67 [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_JSOR4K/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [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 v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [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 v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [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 v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [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 v1.13.0 [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 v1.14.0 [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 v1.13.0 [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 v8.18.0+1 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.8.0+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: 3.842469 seconds (966.49 k allocations: 60.539 MiB, 99.87% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:20.327683210372925 || Total time:20.327683210372925 Iteration: 1 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005940914154052734 || Total time:20.333624124526978 Iteration: 2 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005357027053833008 || Total time:20.33898115158081 Iteration: 3 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005285024642944336 || Total time:20.344266176223755 Iteration: 4 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005430936813354492 || Total time:20.34969711303711 Iteration: 5 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.017447948455810547 || Total time:20.36714506149292 Iteration: 6 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005182027816772461 || Total time:20.372327089309692 Iteration: 7 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005258083343505859 || Total time:20.3775851726532 Iteration: 8 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005166053771972656 || Total time:20.38275122642517 Iteration: 9 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.0054819583892822266 || Total time:20.388233184814453 Iteration: 10 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005251884460449219 || Total time:20.393485069274902 Iteration: 11 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.0055348873138427734 || Total time:20.399019956588745 Iteration: 12 || Clusters count: 1 || Log posterior: -233162.56923629093 || Iter Time:0.005384922027587891 || Total time:20.404404878616333 Iteration: 13 || Clusters count: 2 || Log posterior: -232895.01032342826 || Iter Time:4.6753199100494385 || Total time:25.07972478866577 Iteration: 14 || Clusters count: 2 || Log posterior: -232897.88259593313 || Iter Time:0.006565093994140625 || Total time:25.086289882659912 Iteration: 15 || Clusters count: 2 || Log posterior: -232901.1977714766 || Iter Time:0.006192922592163086 || Total time:25.092482805252075 Iteration: 16 || Clusters count: 2 || Log posterior: -232866.1048768574 || Iter Time:0.0063250064849853516 || Total time:25.09880781173706 Iteration: 17 || Clusters count: 2 || Log posterior: -232897.73421035058 || Iter Time:0.006239891052246094 || Total time:25.105047702789307 Iteration: 18 || Clusters count: 2 || Log posterior: -232864.64360550224 || Iter Time:0.006284952163696289 || Total time:25.111332654953003 Iteration: 19 || Clusters count: 2 || Log posterior: -232866.98984773539 || Iter Time:0.006326913833618164 || Total time:25.11765956878662 Iteration: 20 || Clusters count: 2 || Log posterior: -232777.94509593313 || Iter Time:1.7275159358978271 || Total time:26.84517550468445 Loading and distributing data: 0.000754 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233082.98870918536 || Iter Time:0.03393912315368652 || Total time:26.879114627838135 Iteration: 22 || Clusters count: 2 || Log posterior: -233040.23325569494 || Iter Time:0.005957841873168945 || Total time:26.885072469711304 Iteration: 23 || Clusters count: 2 || Log posterior: -233004.3313601572 || Iter Time:0.0058629512786865234 || Total time:26.89093542098999 Iteration: 24 || Clusters count: 2 || Log posterior: -232931.57495097825 || Iter Time:0.005868196487426758 || Total time:26.896803617477417 Iteration: 25 || Clusters count: 2 || Log posterior: -232946.91031121576 || Iter Time:0.005800962448120117 || Total time:26.902604579925537 Iteration: 26 || Clusters count: 2 || Log posterior: -232947.15926926257 || Iter Time:0.0056149959564208984 || Total time:26.908219575881958 Iteration: 27 || Clusters count: 2 || Log posterior: -232922.5754991019 || Iter Time:0.005805015563964844 || Total time:26.914024591445923 Iteration: 28 || Clusters count: 3 || Log posterior: -232750.69484204505 || Iter Time:0.00754094123840332 || Total time:26.921565532684326 Iteration: 29 || Clusters count: 3 || Log posterior: -232601.49849126278 || Iter Time:0.006333112716674805 || Total time:26.927898645401 Iteration: 30 || Clusters count: 3 || Log posterior: -232550.83448853777 || Iter Time:0.006415128707885742 || Total time:26.934313774108887 Iteration: 31 || Clusters count: 3 || Log posterior: -232587.33787777333 || Iter Time:0.0062940120697021484 || Total time:26.94060778617859 Iteration: 32 || Clusters count: 3 || Log posterior: -232558.24970866248 || Iter Time:0.006204843521118164 || Total time:26.946812629699707 Iteration: 33 || Clusters count: 3 || Log posterior: -232543.55173604123 || Iter Time:0.006088972091674805 || Total time:26.952901601791382 Iteration: 34 || Clusters count: 3 || Log posterior: -232531.48817999204 || Iter Time:0.006239175796508789 || Total time:26.95914077758789 Iteration: 35 || Clusters count: 3 || Log posterior: -232537.0422140228 || Iter Time:0.006181001663208008 || Total time:26.9653217792511 Iteration: 36 || Clusters count: 3 || Log posterior: -232494.15014211636 || Iter Time:0.0061190128326416016 || Total time:26.97144079208374 Iteration: 37 || Clusters count: 3 || Log posterior: -232505.00170461636 || Iter Time:0.006265163421630859 || Total time:26.97770595550537 Iteration: 38 || Clusters count: 3 || Log posterior: -232484.3421650001 || Iter Time:0.0062961578369140625 || Total time:26.984002113342285 Iteration: 39 || Clusters count: 3 || Log posterior: -232506.45640710785 || Iter Time:0.006093025207519531 || Total time:26.990095138549805 Iteration: 40 || Clusters count: 3 || Log posterior: -232531.10577943106 || Iter Time:0.006204843521118164 || Total time:26.996299982070923 Iteration: 41 || Clusters count: 3 || Log posterior: -232464.9350860809 || Iter Time:0.006804943084716797 || Total time:27.00310492515564 Loading and distributing data: 0.000732 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262316.68744752766 || Iter Time:0.010155916213989258 || Total time:27.01326084136963 Iteration: 43 || Clusters count: 5 || Log posterior: -261934.32424168775 || Iter Time:0.009155035018920898 || Total time:27.02241587638855 Iteration: 44 || Clusters count: 5 || Log posterior: -261817.04432850762 || Iter Time:0.008018016815185547 || Total time:27.030433893203735 Iteration: 45 || Clusters count: 5 || Log posterior: -261791.94002734488 || Iter Time:0.008305072784423828 || Total time:27.03873896598816 Iteration: 46 || Clusters count: 5 || Log posterior: -261794.34766563025 || Iter Time:0.011291980743408203 || Total time:27.050030946731567 Iteration: 47 || Clusters count: 5 || Log posterior: -261789.21119121616 || Iter Time:0.007934093475341797 || Total time:27.05796504020691 Iteration: 48 || Clusters count: 5 || Log posterior: -261769.79663746245 || Iter Time:0.008002996444702148 || Total time:27.06596803665161 Iteration: 49 || Clusters count: 5 || Log posterior: -261786.77159588962 || Iter Time:0.00829315185546875 || Total time:27.07426118850708 Iteration: 50 || Clusters count: 5 || Log posterior: -261777.19243833545 || Iter Time:0.008099079132080078 || Total time:27.08236026763916 Iteration: 51 || Clusters count: 5 || Log posterior: -261769.97836707396 || Iter Time:0.008177995681762695 || Total time:27.090538263320923 Iteration: 52 || Clusters count: 5 || Log posterior: -261782.38960119287 || Iter Time:0.008423089981079102 || Total time:27.098961353302002 Iteration: 53 || Clusters count: 5 || Log posterior: -261795.31790023472 || Iter Time:0.008135080337524414 || Total time:27.107096433639526 Iteration: 54 || Clusters count: 5 || Log posterior: -261768.30418175948 || Iter Time:0.008108139038085938 || Total time:27.115204572677612 Iteration: 55 || Clusters count: 5 || Log posterior: -261788.9816158717 || Iter Time:0.008574962615966797 || Total time:27.12377953529358 Iteration: 56 || Clusters count: 5 || Log posterior: -261765.10810242125 || Iter Time:0.008528947830200195 || Total time:27.13230848312378 Iteration: 57 || Clusters count: 5 || Log posterior: -261791.20221101822 || Iter Time:0.8113429546356201 || Total time:27.9436514377594 Iteration: 58 || Clusters count: 5 || Log posterior: -261762.07121966037 || Iter Time:0.007384061813354492 || Total time:27.951035499572754 Iteration: 59 || Clusters count: 5 || Log posterior: -261765.7268829795 || Iter Time:0.007419109344482422 || Total time:27.958454608917236 Iteration: 60 || Clusters count: 5 || Log posterior: -261760.8948378853 || Iter Time:0.007250070571899414 || Total time:27.965704679489136 Iteration: 61 || Clusters count: 5 || Log posterior: -261775.32209051648 || Iter Time:0.007328987121582031 || Total time:27.973033666610718 Iteration: 62 || Clusters count: 5 || Log posterior: -261675.546288197 || Iter Time:0.007233858108520508 || Total time:27.98026752471924 Loading and distributing data: 0.000554 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260991.79233529948 || Iter Time:0.01055598258972168 || Total time:27.99082350730896 Iteration: 64 || Clusters count: 8 || Log posterior: -260560.36901757418 || Iter Time:0.007940053939819336 || Total time:27.99876356124878 Iteration: 65 || Clusters count: 8 || Log posterior: -260455.0807201337 || Iter Time:0.011483907699584961 || Total time:28.010247468948364 Iteration: 66 || Clusters count: 8 || Log posterior: -260431.90262535884 || Iter Time:0.012969017028808594 || Total time:28.023216485977173 Iteration: 67 || Clusters count: 8 || Log posterior: -260448.4508933096 || Iter Time:0.012292861938476562 || Total time:28.03550934791565 Iteration: 68 || Clusters count: 8 || Log posterior: -260433.64949664922 || Iter Time:0.008030176162719727 || Total time:28.04353952407837 Iteration: 69 || Clusters count: 8 || Log posterior: -260454.1221931523 || Iter Time:0.008033990859985352 || Total time:28.051573514938354 Iteration: 70 || Clusters count: 8 || Log posterior: -260451.60928649892 || Iter Time:0.008102893829345703 || Total time:28.0596764087677 Iteration: 71 || Clusters count: 8 || Log posterior: -260430.02949962925 || Iter Time:0.009218931198120117 || Total time:28.06889533996582 Iteration: 72 || Clusters count: 8 || Log posterior: -260430.53180839113 || Iter Time:0.008060932159423828 || Total time:28.076956272125244 Iteration: 73 || Clusters count: 8 || Log posterior: -260420.50487714866 || Iter Time:0.008380889892578125 || Total time:28.085337162017822 Iteration: 74 || Clusters count: 9 || Log posterior: -259995.45556962298 || Iter Time:0.009361982345581055 || Total time:28.094699144363403 Iteration: 75 || Clusters count: 9 || Log posterior: -259964.2877190743 || Iter Time:0.008467912673950195 || Total time:28.103167057037354 Iteration: 76 || Clusters count: 9 || Log posterior: -259930.80865564602 || Iter Time:0.008365154266357422 || Total time:28.11153221130371 Iteration: 77 || Clusters count: 9 || Log posterior: -259926.45118915624 || Iter Time:0.008963823318481445 || Total time:28.120496034622192 Iteration: 78 || Clusters count: 9 || Log posterior: -259944.66047639324 || Iter Time:0.010185956954956055 || Total time:28.13068199157715 Iteration: 79 || Clusters count: 9 || Log posterior: -259934.00341929076 || Iter Time:0.009871959686279297 || Total time:28.140553951263428 Iteration: 80 || Clusters count: 9 || Log posterior: -259930.23186619492 || Iter Time:0.032701969146728516 || Total time:28.173255920410156 Iteration: 81 || Clusters count: 9 || Log posterior: -259934.88893812924 || Iter Time:0.009980916976928711 || Total time:28.183236837387085 Iteration: 82 || Clusters count: 9 || Log posterior: -259940.53774641425 || Iter Time:0.009933948516845703 || Total time:28.19317078590393 Iteration: 83 || Clusters count: 9 || Log posterior: -259886.70692415972 || Iter Time:0.009047985076904297 || Total time:28.202218770980835 Loading and distributing data: 0.000602 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258682.48663225892 || Iter Time:0.013044118881225586 || Total time:28.21526288986206 Iteration: 85 || Clusters count: 14 || Log posterior: -258160.76330548496 || Iter Time:0.024693965911865234 || Total time:28.239956855773926 Iteration: 86 || Clusters count: 14 || Log posterior: -258110.89813972617 || Iter Time:0.010172843933105469 || Total time:28.25012969970703 Iteration: 87 || Clusters count: 14 || Log posterior: -258089.23412245113 || Iter Time:0.010168075561523438 || Total time:28.260297775268555 Iteration: 88 || Clusters count: 14 || Log posterior: -258100.24876406783 || Iter Time:0.010151863098144531 || Total time:28.2704496383667 Iteration: 89 || Clusters count: 15 || Log posterior: 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Time:0.0217587947845459 || Total time:28.478533506393433 Iteration: 104 || Clusters count: 16 || Log posterior: -257260.20422835762 || Iter Time:0.016317129135131836 || Total time:28.494850635528564 Loading and distributing data: 0.000547 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -255782.94353900233 || Iter Time:0.019070148468017578 || Total time:28.513920783996582 Iteration: 106 || Clusters count: 20 || Log posterior: -255675.8067412141 || Iter Time:0.017341136932373047 || Total time:28.531261920928955 Iteration: 107 || Clusters count: 20 || Log posterior: -255688.31852014273 || Iter Time:0.017283916473388672 || Total time:28.548545837402344 Iteration: 108 || Clusters count: 20 || Log posterior: -255680.81848174043 || Iter Time:0.022744178771972656 || Total time:28.571290016174316 Iteration: 109 || Clusters count: 20 || Log posterior: -255678.22992972168 || Iter Time:0.017737865447998047 || Total time:28.589027881622314 Iteration: 110 || Clusters count: 20 || Log posterior: -255681.24311656045 || Iter Time:0.01702880859375 || Total time:28.606056690216064 Iteration: 111 || Clusters count: 20 || Log posterior: -255681.3156495437 || Iter Time:0.017457008361816406 || Total time:28.62351369857788 Iteration: 112 || Clusters count: 20 || Log posterior: -255683.67611899975 || Iter Time:0.017180919647216797 || Total time:28.640694618225098 Iteration: 113 || Clusters count: 20 || Log posterior: -255677.8631939067 || Iter Time:0.021511077880859375 || Total time:28.662205696105957 Iteration: 114 || Clusters count: 20 || Log posterior: -255675.35611027613 || Iter Time:0.017615795135498047 || Total time:28.679821491241455 Iteration: 115 || Clusters count: 20 || Log posterior: -255676.06081548304 || Iter Time:0.017532825469970703 || Total time:28.697354316711426 Iteration: 116 || Clusters count: 20 || Log posterior: -255689.39910830688 || Iter Time:0.017480134963989258 || Total time:28.714834451675415 Iteration: 117 || 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posterior: -255766.05095840245 || Iter Time:0.026484966278076172 || Total time:29.65684700012207 Iteration: 152 || Clusters count: 20 || Log posterior: -255769.8150589332 || Iter Time:0.02575993537902832 || Total time:29.6826069355011 Iteration: 153 || Clusters count: 20 || Log posterior: -255763.82481276983 || Iter Time:0.030911922454833984 || Total time:29.713518857955933 Iteration: 154 || Clusters count: 20 || Log posterior: -255763.07728436118 || Iter Time:0.02707505226135254 || Total time:29.740593910217285 Iteration: 155 || Clusters count: 20 || Log posterior: -255764.85312511644 || Iter Time:0.02554178237915039 || Total time:29.766135692596436 Iteration: 156 || Clusters count: 20 || Log posterior: -255771.05207093802 || Iter Time:0.026041030883789062 || Total time:29.792176723480225 Iteration: 157 || Clusters count: 20 || Log posterior: -255767.00741986334 || Iter Time:0.030575990676879883 || Total time:29.822752714157104 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255766.17723484267 || Iter Time:0.026036977767944336 || Total time:30.0400493144989 Iteration: 166 || Clusters count: 20 || Log posterior: -255769.16963969168 || Iter Time:0.029706954956054688 || Total time:30.069756269454956 Iteration: 167 || Clusters count: 20 || Log posterior: -255764.60502563097 || Iter Time:0.024899005889892578 || Total time:30.09465527534485 Loading and distributing data: 0.000547 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255709.44368803434 || Iter Time:0.025448083877563477 || Total time:30.120103359222412 Iteration: 169 || Clusters count: 20 || Log posterior: -255694.2969095604 || Iter Time:0.028146028518676758 || Total time:30.14824938774109 Iteration: 170 || Clusters count: 20 || Log posterior: -255698.89746490374 || Iter Time:0.024513959884643555 || Total time:30.172763347625732 Iteration: 171 || Clusters count: 20 || Log posterior: -255533.80928582873 || Iter Time:0.02336287498474121 || Total 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time:30.519314765930176 Iteration: 186 || Clusters count: 20 || Log posterior: -255537.5046969308 || Iter Time:0.02657294273376465 || Total time:30.54588770866394 Iteration: 187 || Clusters count: 20 || Log posterior: -255534.44223866574 || Iter Time:0.0305938720703125 || Total time:30.576481580734253 Iteration: 188 || Clusters count: 20 || Log posterior: -255529.69492981856 || Iter Time:0.024291038513183594 || Total time:30.600772619247437 Loading and distributing data: 0.000983 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255651.93129279464 || Iter Time:0.025948047637939453 || Total time:30.626720666885376 Iteration: 190 || Clusters count: 20 || Log posterior: -255624.02656181937 || Iter Time:0.029968976974487305 || Total time:30.656689643859863 Iteration: 191 || Clusters count: 20 || Log posterior: -255623.67063309118 || Iter Time:0.025487899780273438 || Total time:30.682177543640137 Iteration: 192 || Clusters count: 20 || Log posterior: -255622.37274151316 || Iter Time:0.02616405487060547 || Total time:30.708341598510742 Iteration: 193 || Clusters count: 20 || Log posterior: -255624.7011315902 || Iter Time:0.02961111068725586 || Total time:30.737952709197998 Iteration: 194 || Clusters count: 20 || Log posterior: -255625.186527338 || Iter Time:0.02560901641845703 || Total time:30.763561725616455 Iteration: 195 || Clusters count: 20 || Log posterior: -255631.60390736532 || Iter Time:0.026025056838989258 || Total time:30.789586782455444 Iteration: 196 || Clusters count: 20 || Log posterior: -255630.7892901933 || Iter Time:0.023967981338500977 || Total time:30.813554763793945 Iteration: 197 || Clusters count: 20 || Log posterior: -255624.43496162439 || Iter Time:0.025532960891723633 || Total time:30.83908772468567 Iteration: 198 || Clusters count: 20 || Log posterior: -255622.65059197208 || Iter Time:0.02499699592590332 || Total time:30.864084720611572 Iteration: 199 || Clusters count: 20 || Log posterior: -255624.44455544112 || Iter Time:0.025148868560791016 || Total time:30.889233589172363 Iteration: 200 || Clusters count: 20 || Log posterior: -255624.12359170345 || Iter Time:0.0292360782623291 || Total time:30.918469667434692 Iteration: 201 || Clusters count: 20 || Log posterior: -255622.2158333593 || Iter Time:0.025258779525756836 || Total time:30.94372844696045 Iteration: 202 || Clusters count: 20 || Log posterior: -255626.78641882644 || Iter Time:0.0253751277923584 || Total time:30.969103574752808 Iteration: 203 || Clusters count: 20 || Log posterior: -255625.0717362997 || Iter Time:0.029469013214111328 || Total time:30.99857258796692 Iteration: 204 || Clusters count: 20 || Log posterior: -255630.1926803435 || Iter Time:0.0258941650390625 || Total time:31.02446675300598 Iteration: 205 || Clusters count: 20 || Log posterior: -255627.8941010486 || Iter Time:0.026174068450927734 || Total time:31.05064082145691 Iteration: 206 || Clusters count: 20 || Log posterior: -255625.43012973815 || Iter Time:0.030038118362426758 || Total time:31.080678939819336 Iteration: 207 || Clusters count: 20 || Log posterior: -255625.63730593835 || Iter Time:0.02731800079345703 || Total time:31.107996940612793 Iteration: 208 || Clusters count: 20 || Log posterior: -255627.91379939148 || Iter Time:0.026123046875 || Total time:31.134119987487793 Iteration: 209 || Clusters count: 20 || Log posterior: -255627.91379939148 || Iter Time:0.02349400520324707 || Total time:31.15761399269104 NMI: 0.7736851555574542 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m37.8s [66356, 18743, 35619, 10366, 39218, 81415, 8068, 195478, 31912, 20725, 38401, 3844, 7275, 57529, 86944, 162037, 10078, 73052, 21542, 31398] Loading and distributing data: 0.000243 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:4.620217800140381 || Total time:4.620217800140381 Iteration: 1 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0029478073120117188 || Total time:4.623165607452393 Iteration: 2 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0017261505126953125 || Total time:4.624891757965088 Iteration: 3 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0015439987182617188 || Total time:4.62643575668335 Iteration: 4 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.001386880874633789 || Total time:4.627822637557983 Iteration: 5 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0014879703521728516 || Total time:4.629310607910156 Iteration: 6 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0013980865478515625 || Total time:4.630708694458008 Iteration: 7 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0014998912811279297 || Total time:4.632208585739136 Iteration: 8 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.12474298477172852 || Total time:4.756951570510864 Iteration: 9 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.002062082290649414 || Total time:4.759013652801514 Iteration: 10 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0016870498657226562 || Total time:4.760700702667236 Iteration: 11 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.001631021499633789 || Total time:4.76233172416687 Iteration: 12 || Clusters count: 1 || Log posterior: -6845.168386638792 || Iter Time:0.0015499591827392578 || Total time:4.763881683349609 Iteration: 13 || Clusters count: 2 || Log posterior: -6830.71144459829 || Iter Time:0.037551164627075195 || Total time:4.801432847976685 Iteration: 14 || Clusters count: 2 || Log posterior: -6825.624613143923 || Iter Time:0.002079010009765625 || Total time:4.80351185798645 Iteration: 15 || Clusters count: 2 || Log posterior: -6807.417395714 || Iter 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|| Total time:4.81774640083313 Iteration: 23 || Clusters count: 3 || Log posterior: -6776.8832582018 || Iter Time:0.0034749507904052734 || Total time:4.821221351623535 Iteration: 24 || Clusters count: 3 || Log posterior: -6785.8659810641975 || Iter Time:0.002534151077270508 || Total time:4.823755502700806 Iteration: 25 || Clusters count: 3 || Log posterior: -6756.474805069359 || Iter Time:0.002398967742919922 || Total time:4.826154470443726 Iteration: 26 || Clusters count: 3 || Log posterior: -6719.930509450306 || Iter Time:0.0022928714752197266 || Total time:4.828447341918945 Iteration: 27 || Clusters count: 3 || Log posterior: -6672.634173524771 || Iter Time:0.04427599906921387 || Total time:4.872723340988159 Iteration: 28 || Clusters count: 3 || Log posterior: -6667.424397313045 || Iter Time:0.0026388168334960938 || Total time:4.875362157821655 Iteration: 29 || Clusters count: 3 || Log posterior: -6674.260043310615 || Iter Time:0.002460956573486328 || Total time:4.877823114395142 Iteration: 30 || Clusters count: 3 || Log posterior: -6623.610045684517 || Iter Time:1.5130670070648193 || Total time:6.390890121459961 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000365 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6531.532493089871 || Iter Time:0.029964923858642578 || Total time:6.4208550453186035 Iteration: 32 || Clusters count: 4 || Log posterior: -6360.256030069122 || Iter Time:0.011761188507080078 || Total time:6.432616233825684 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5834.827508697956 || Iter Time:0.0028579235076904297 || Total time:6.435474157333374 Iteration: 34 || Clusters count: 4 || Log posterior: -5755.216765934247 || Iter Time:0.009679794311523438 || Total time:6.4451539516448975 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5669.833589109834 || Iter Time:0.003820180892944336 || Total time:6.448974132537842 Iteration: 36 || Clusters count: 5 || Log posterior: -5549.704081257911 || Iter Time:0.011605024337768555 || Total time:6.46057915687561 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5565.529111040728 || Iter Time:0.0034770965576171875 || 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posterior: -4849.101017153585 || Iter Time:0.004463911056518555 || Total time:6.516498327255249 Iteration: 44 || Clusters count: 7 || Log posterior: -4723.184009323904 || Iter Time:0.01453399658203125 || Total time:6.53103232383728 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4748.893461605155 || Iter Time:0.09405684471130371 || Total time:6.625089168548584 Iteration: 46 || Clusters count: 7 || Log posterior: -4638.463555851406 || Iter Time:0.016681909561157227 || Total time:6.641771078109741 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4742.113156772448 || Iter Time:0.004739999771118164 || Total time:6.646511077880859 Iteration: 48 || Clusters count: 7 || Log posterior: -4634.610809896748 || Iter Time:0.01621389389038086 || Total time:6.66272497177124 Loading and distributing data: 0.000168 seconds (141 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Iteration: 183 || Clusters count: 14 || Log posterior: -3619.984825665688 || Iter Time:0.011532068252563477 || Total time:9.542981386184692 Iteration: 184 || Clusters count: 14 || Log posterior: -3602.3232931402367 || Iter Time:0.03288912773132324 || Total time:9.575870513916016 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 185 || Clusters count: 14 || Log posterior: -3570.5197153790505 || Iter Time:0.011737823486328125 || Total time:9.587608337402344 Iteration: 186 || Clusters count: 14 || Log posterior: -3558.172484484882 || Iter Time:0.032881975173950195 || Total time:9.620490312576294 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 187 || Clusters count: 14 || Log posterior: -3544.0225669925467 || Iter Time:0.012478113174438477 || Total time:9.632968425750732 Iteration: 188 || Clusters count: 14 || Log posterior: -3519.754552892474 || Iter Time:0.03308415412902832 || Total time:9.66605257987976 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Iteration: 327 || Clusters count: 14 || Log posterior: -3529.794600426481 || Iter Time:0.013293981552124023 || Total time:13.068775653839111 Iteration: 328 || Clusters count: 14 || Log posterior: -3506.8938517659444 || Iter Time:0.03462791442871094 || Total time:13.103403568267822 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 329 || Clusters count: 14 || Log posterior: -3512.4718118346223 || Iter Time:0.013480901718139648 || Total time:13.116884469985962 Iteration: 330 || Clusters count: 14 || Log posterior: -3507.817421760528 || Iter Time:0.03382086753845215 || Total time:13.150705337524414 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 331 || Clusters count: 14 || Log posterior: -3577.029154422977 || Iter Time:0.013692140579223633 || Total time:13.164397478103638 Iteration: 332 || Clusters count: 14 || Log posterior: -3561.59177695608 || Iter Time:0.03615379333496094 || Total time:13.200551271438599 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Iteration: 366 || Clusters count: 13 || Log posterior: -3535.6616606025327 || Iter Time:0.03259396553039551 || Total time:14.083389282226562 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 367 || Clusters count: 13 || Log posterior: -3546.3166194994947 || Iter Time:0.013132810592651367 || Total time:14.096522092819214 Iteration: 368 || Clusters count: 13 || Log posterior: -3527.1162583110167 || Iter Time:0.03373908996582031 || Total time:14.130261182785034 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 369 || Clusters count: 13 || Log posterior: -3515.1451747718793 || Iter Time:0.013401031494140625 || Total time:14.143662214279175 Iteration: 370 || Clusters count: 13 || Log posterior: -3506.585815410379 || Iter Time:0.033164024353027344 || Total time:14.176826238632202 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 371 || Clusters count: 14 || Log posterior: 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Iteration: 399 || Clusters count: 14 || Log posterior: -3587.8544878699054 || Iter Time:0.01334381103515625 || Total time:14.888124942779541 Iteration: 400 || Clusters count: 14 || Log posterior: -3561.220850680092 || Iter Time:0.03374791145324707 || Total time:14.921872854232788 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 401 || Clusters count: 14 || Log posterior: -3601.8588853985752 || Iter Time:0.012533903121948242 || Total time:14.934406757354736 Iteration: 402 || Clusters count: 14 || Log posterior: -3568.902840766695 || Iter Time:0.034813880920410156 || Total time:14.969220638275146 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 403 || Clusters count: 14 || Log posterior: -3582.213399587407 || Iter Time:0.013386011123657227 || Total time:14.982606649398804 Iteration: 404 || Clusters count: 14 || Log posterior: -3553.6769317881867 || Iter Time:0.03509402275085449 || Total 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Iteration: 421 || Clusters count: 14 || Log posterior: -3588.6710732758193 || Iter Time:0.014662027359008789 || Total time:15.468964099884033 Iteration: 422 || Clusters count: 14 || Log posterior: -3573.909281641033 || Iter Time:0.03579092025756836 || Total time:15.504755020141602 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 423 || Clusters count: 14 || Log posterior: -3561.0706647909547 || Iter Time:0.014688968658447266 || Total time:15.519443988800049 Iteration: 424 || Clusters count: 14 || Log posterior: -3545.3501603666573 || Iter Time:0.03690314292907715 || Total time:15.556347131729126 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 425 || Clusters count: 15 || Log posterior: -3540.868573475064 || Iter Time:0.014869213104248047 || Total time:15.571216344833374 Iteration: 426 || Clusters count: 15 || Log posterior: -3481.827197020984 || Iter Time:0.0385439395904541 || Total time:15.609760284423828 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Iteration: 493 || Clusters count: 14 || Log posterior: -3485.224533567344 || Iter Time:0.014693021774291992 || Total time:17.40067982673645 Iteration: 494 || Clusters count: 14 || Log posterior: -3474.542804880963 || Iter Time:0.03624391555786133 || Total time:17.43692374229431 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 495 || Clusters count: 14 || Log posterior: -3467.4706787325254 || Iter Time:0.014461040496826172 || Total time:17.451384782791138 Iteration: 496 || Clusters count: 14 || Log posterior: -3455.8335772403993 || Iter Time:0.03517484664916992 || Total time:17.486559629440308 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 497 || Clusters count: 14 || Log posterior: -3400.6342275324073 || Iter Time:0.015355825424194336 || Total time:17.501915454864502 Iteration: 498 || Clusters count: 14 || Log posterior: -3395.498077469017 || Iter Time:0.03515791893005371 || Total time:17.537073373794556 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Iteration: 565 || Clusters count: 16 || Log posterior: -3517.939080545054 || Iter Time:0.01549386978149414 || Total time:19.46813178062439 Iteration: 566 || Clusters count: 16 || Log posterior: -3478.136511868878 || Iter Time:0.03965592384338379 || Total time:19.507787704467773 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 567 || Clusters count: 16 || Log posterior: -3486.270886614266 || Iter Time:0.01600193977355957 || Total time:19.523789644241333 Iteration: 568 || Clusters count: 16 || Log posterior: -3453.510560962083 || Iter Time:0.04556703567504883 || Total time:19.569356679916382 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 569 || Clusters count: 16 || Log posterior: -3450.441805682539 || Iter Time:0.017366886138916016 || Total time:19.586723566055298 Iteration: 570 || Clusters count: 16 || Log posterior: -3428.3570646024464 || Iter Time:0.04071998596191406 || Total time:19.627443552017212 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-3393.5874873213047 || Iter Time:0.04178905487060547 || Total time:19.80348539352417 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 577 || Clusters count: 16 || Log posterior: -3429.022477267751 || Iter Time:0.015798091888427734 || Total time:19.819283485412598 Iteration: 578 || Clusters count: 16 || Log posterior: -3412.0624112817272 || Iter Time:0.039893150329589844 || Total time:19.859176635742188 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 579 || Clusters count: 17 || Log posterior: -3476.255299791771 || Iter Time:0.01634812355041504 || Total time:19.875524759292603 Iteration: 580 || Clusters count: 16 || Log posterior: -3450.6983255335495 || Iter Time:0.040696144104003906 || Total time:19.916220903396606 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 581 || Clusters count: 16 || Log posterior: -3502.0196631523067 || Iter Time:0.014331817626953125 || 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Iteration: 637 || Clusters count: 14 || Log posterior: -3431.0128246200975 || Iter Time:0.01585102081298828 || Total time:21.895578622817993 Iteration: 638 || Clusters count: 14 || Log posterior: -3428.7298882067166 || Iter Time:0.04041695594787598 || Total time:21.93599557876587 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 639 || Clusters count: 14 || Log posterior: -3424.601807773097 || Iter Time:0.016204833984375 || Total time:21.952200412750244 Iteration: 640 || Clusters count: 14 || Log posterior: -3417.523899584925 || Iter Time:0.04035592079162598 || Total time:21.99255633354187 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 641 || Clusters count: 14 || Log posterior: -3437.7064739776038 || Iter Time:0.016211986541748047 || Total time:22.008768320083618 Iteration: 642 || Clusters count: 14 || Log posterior: -3417.947629049251 || Iter Time:0.04024100303649902 || Total time:22.049009323120117 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Iteration: 687 || Clusters count: 15 || Log posterior: -3549.510280742608 || Iter Time:0.01658797264099121 || Total time:23.32456064224243 Iteration: 688 || Clusters count: 15 || Log posterior: -3523.5395602007325 || Iter Time:0.07560491561889648 || Total time:23.400165557861328 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 689 || Clusters count: 15 || Log posterior: -3470.46494651964 || Iter Time:0.014536142349243164 || Total time:23.41470170021057 Iteration: 690 || Clusters count: 15 || Log posterior: -3459.7223211385854 || Iter Time:0.03624606132507324 || Total time:23.450947761535645 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 691 || Clusters count: 15 || Log posterior: -3476.1163619864747 || Iter Time:0.014731884002685547 || Total time:23.46567964553833 Iteration: 692 || Clusters count: 15 || Log posterior: -3474.0791251160795 || Iter Time:0.03670907020568848 || Total time:23.50238871574402 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Log posterior: -3505.9937494593114 || Iter Time:0.03638100624084473 || Total time:24.99191164970398 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 749 || Clusters count: 15 || Log posterior: -3540.113436958632 || Iter Time:0.014077901840209961 || Total time:25.00598955154419 Iteration: 750 || Clusters count: 15 || Log posterior: -3520.1062418328765 || Iter Time:0.037570953369140625 || Total time:25.04356050491333 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 751 || Clusters count: 16 || Log posterior: -3519.3070014827426 || Iter Time:0.014497041702270508 || Total time:25.0580575466156 Iteration: 752 || Clusters count: 16 || Log posterior: -3491.3485247422605 || Iter Time:0.06193208694458008 || Total time:25.11998963356018 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 753 || Clusters count: 16 || Log posterior: -3441.964672223093 || Iter 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Iteration: 759 || Clusters count: 16 || Log posterior: -3458.9398657094434 || Iter Time:0.015331029891967773 || Total time:25.30129885673523 Iteration: 760 || Clusters count: 16 || Log posterior: -3448.7085989087177 || Iter Time:0.04289102554321289 || Total time:25.344189882278442 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 761 || Clusters count: 17 || Log posterior: -3492.594302093317 || Iter Time:0.016148090362548828 || Total time:25.36033797264099 Iteration: 762 || Clusters count: 16 || Log posterior: -3473.7568711310905 || Iter Time:0.043279170989990234 || Total time:25.40361714363098 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 763 || Clusters count: 16 || Log posterior: -3497.6939731533466 || Iter Time:0.015683889389038086 || Total time:25.41930103302002 Iteration: 764 || Clusters count: 16 || Log posterior: -3482.6461909858494 || Iter Time:0.04135894775390625 || Total time:25.460659980773926 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-3497.7731856165224 || Iter Time:0.04073691368103027 || Total time:25.628346920013428 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 771 || Clusters count: 15 || Log posterior: -3480.4795211371525 || Iter Time:0.015075922012329102 || Total time:25.643422842025757 Iteration: 772 || Clusters count: 15 || Log posterior: -3460.2666605749137 || Iter Time:0.03809499740600586 || Total time:25.681517839431763 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 773 || Clusters count: 15 || Log posterior: -3495.5040985726696 || Iter Time:0.014809131622314453 || Total time:25.696326971054077 Iteration: 774 || Clusters count: 15 || Log posterior: -3476.546857516918 || Iter Time:0.03858304023742676 || Total time:25.734910011291504 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 775 || Clusters count: 15 || Log posterior: -3543.363819412841 || Iter Time:0.015769004821777344 || 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Iteration: 831 || Clusters count: 14 || Log posterior: -3464.3161307597393 || Iter Time:0.014996051788330078 || Total time:27.260666131973267 Iteration: 832 || Clusters count: 14 || Log posterior: -3451.5644216187948 || Iter Time:0.03653407096862793 || Total time:27.297200202941895 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 833 || Clusters count: 14 || Log posterior: -3454.6781094599996 || Iter Time:0.015484094619750977 || Total time:27.312684297561646 Iteration: 834 || Clusters count: 14 || Log posterior: -3438.8807642973425 || Iter Time:0.035325050354003906 || Total time:27.34800934791565 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 835 || Clusters count: 14 || Log posterior: -3497.9729230527028 || Iter Time:0.014431953430175781 || Total time:27.362441301345825 Iteration: 836 || Clusters count: 14 || Log posterior: -3470.388701098891 || Iter Time:0.060678958892822266 || Total 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Iteration: 853 || Clusters count: 14 || Log posterior: -3464.3615668154152 || Iter Time:0.014636993408203125 || Total time:27.865885496139526 Iteration: 854 || Clusters count: 14 || Log posterior: -3450.019781901904 || Iter Time:0.035395145416259766 || Total time:27.901280641555786 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 855 || Clusters count: 14 || Log posterior: -3507.6061338242466 || Iter Time:0.01415395736694336 || Total time:27.91543459892273 Iteration: 856 || Clusters count: 14 || Log posterior: -3486.0591525778427 || Iter Time:0.03484702110290527 || Total time:27.950281620025635 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 857 || Clusters count: 14 || Log posterior: -3430.030866160419 || Iter Time:0.014341115951538086 || Total time:27.964622735977173 Iteration: 858 || Clusters count: 14 || Log posterior: -3421.63207283113 || Iter Time:0.034477949142456055 || Total time:27.99910068511963 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Iteration: 925 || Clusters count: 14 || Log posterior: -3484.6357028476173 || Iter Time:0.015020132064819336 || Total time:29.728231191635132 Iteration: 926 || Clusters count: 14 || Log posterior: -3457.5222683105717 || Iter Time:0.03595304489135742 || Total time:29.76418423652649 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 927 || Clusters count: 14 || Log posterior: -3489.873383861437 || Iter Time:0.015163898468017578 || Total time:29.779348134994507 Iteration: 928 || Clusters count: 14 || Log posterior: -3462.3401514693214 || Iter Time:0.04181504249572754 || Total time:29.821163177490234 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 14 || Log posterior: -3481.339988451587 || Iter Time:0.015054941177368164 || Total time:29.836218118667603 Iteration: 930 || Clusters count: 14 || Log posterior: -3464.8545362745863 || Iter Time:0.03829789161682129 || Total 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|| Log posterior: -3468.6508205669643 || Iter Time:0.03711700439453125 || Total time:30.032602310180664 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 14 || Log posterior: -3486.5118523670517 || Iter Time:0.014578104019165039 || Total time:30.04718041419983 Iteration: 938 || Clusters count: 14 || Log posterior: -3484.6154898209975 || Iter Time:0.03483104705810547 || Total time:30.082011461257935 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 14 || Log posterior: -3492.982233400215 || Iter Time:0.014032840728759766 || Total time:30.096044301986694 Iteration: 940 || Clusters count: 14 || Log posterior: -3481.036269512682 || Iter Time:0.03435492515563965 || Total time:30.130399227142334 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 941 || Clusters count: 14 || Log posterior: -3479.918871141693 || Iter 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Iteration: 947 || Clusters count: 14 || Log posterior: -3448.607020860154 || Iter Time:0.01495504379272461 || Total time:30.31759023666382 Iteration: 948 || Clusters count: 14 || Log posterior: -3423.147193476374 || Iter Time:0.03576397895812988 || Total time:30.35335421562195 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 949 || Clusters count: 14 || Log posterior: -3500.480888877058 || Iter Time:0.014539003372192383 || Total time:30.36789321899414 Iteration: 950 || Clusters count: 14 || Log posterior: -3472.2172277389577 || Iter Time:0.03901982307434082 || Total time:30.40691304206848 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 951 || Clusters count: 14 || Log posterior: -3528.471789571777 || Iter Time:0.01474308967590332 || Total time:30.421656131744385 Iteration: 952 || Clusters count: 14 || Log posterior: -3508.9907472395666 || Iter Time:0.036863088607788086 || Total time:30.458519220352173 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|| Total time:31.741663694381714 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1003 || Clusters count: 14 || Log posterior: -3502.599015902159 || Iter Time:0.013319015502929688 || Total time:31.754982709884644 Iteration: 1004 || Clusters count: 14 || Log posterior: -3486.990938461462 || Iter Time:0.03560304641723633 || Total time:31.79058575630188 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1005 || Clusters count: 14 || Log posterior: -3437.0330070116056 || Iter Time:0.015316963195800781 || Total time:31.80590271949768 Iteration: 1006 || Clusters count: 14 || Log posterior: -3431.116209844449 || Iter Time:0.03795504570007324 || Total time:31.843857765197754 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1007 || Clusters count: 14 || Log posterior: -3370.2407847398104 || Iter Time:0.014413118362426758 || Total time:31.85827088356018 Iteration: 1008 || 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|| Iter Time:0.014631986618041992 || Total time:32.00895118713379 Iteration: 1014 || Clusters count: 14 || Log posterior: -3480.1123217148015 || Iter Time:0.04009413719177246 || Total time:32.04904532432556 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1015 || Clusters count: 14 || Log posterior: -3459.630469893652 || Iter Time:0.014854907989501953 || Total time:32.06390023231506 Iteration: 1016 || Clusters count: 14 || Log posterior: -3456.168045561094 || Iter Time:0.02996087074279785 || Total time:32.09386110305786 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1017 || Clusters count: 14 || Log posterior: -3457.7611694366046 || Iter Time:0.015075922012329102 || Total time:32.10893702507019 Iteration: 1018 || Clusters count: 14 || Log posterior: -3447.7399699667667 || Iter Time:0.03635907173156738 || Total time:32.14529609680176 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1019 || Clusters count: 14 || Log posterior: -3449.1825174913533 || Iter Time:0.013789892196655273 || Total time:32.15908598899841 Iteration: 1020 || Clusters count: 14 || Log posterior: -3420.9469389996284 || Iter Time:0.03714799880981445 || Total time:32.19623398780823 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1021 || Clusters count: 14 || Log posterior: -3424.8394039694704 || Iter Time:0.015028953552246094 || Total time:32.211262941360474 Iteration: 1022 || Clusters count: 14 || Log posterior: -3395.3540631469905 || Iter Time:0.03564906120300293 || Total time:32.24691200256348 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1023 || Clusters count: 14 || Log posterior: -3459.272147811404 || Iter Time:0.015946149826049805 || Total time:32.262858152389526 Iteration: 1024 || Clusters count: 14 || Log posterior: -3427.8273204516813 || Iter Time:0.039192914962768555 || Total 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|| Log posterior: -3512.124046475776 || Iter Time:0.037644147872924805 || Total time:32.482134103775024 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1031 || Clusters count: 14 || Log posterior: -3502.4825758284387 || Iter Time:0.014994144439697266 || Total time:32.49712824821472 Iteration: 1032 || Clusters count: 14 || Log posterior: -3497.292022323178 || Iter Time:0.03642606735229492 || Total time:32.53355431556702 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1033 || Clusters count: 14 || Log posterior: -3511.4750015707127 || Iter Time:0.014050006866455078 || Total time:32.54760432243347 Iteration: 1034 || Clusters count: 14 || Log posterior: -3496.9812337017456 || Iter Time:0.03591799736022949 || Total time:32.5835223197937 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1035 || Clusters count: 14 || Log posterior: -3468.8693374326144 || Iter 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Iteration: 1041 || Clusters count: 15 || Log posterior: -3472.0725980640545 || Iter Time:0.013899087905883789 || Total time:32.75270700454712 Iteration: 1042 || Clusters count: 15 || Log posterior: -3452.206634376895 || Iter Time:0.03668689727783203 || Total time:32.78939390182495 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1043 || Clusters count: 15 || Log posterior: -3486.3136746986747 || Iter Time:0.01351785659790039 || Total time:32.80291175842285 Iteration: 1044 || Clusters count: 15 || Log posterior: -3480.198411227739 || Iter Time:0.03821396827697754 || Total time:32.84112572669983 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1045 || Clusters count: 15 || Log posterior: -3480.178751403855 || Iter Time:0.013648033142089844 || Total time:32.85477375984192 Iteration: 1046 || Clusters count: 15 || Log posterior: -3464.9661587013957 || Iter Time:0.03778696060180664 || Total 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Iteration: 1063 || Clusters count: 15 || Log posterior: -3506.3084265314774 || Iter Time:0.016549110412597656 || Total time:33.37171959877014 Iteration: 1064 || Clusters count: 15 || Log posterior: -3477.2904907189777 || Iter Time:0.03975200653076172 || Total time:33.4114716053009 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1065 || Clusters count: 15 || Log posterior: -3522.291530533461 || Iter Time:0.015329837799072266 || Total time:33.426801443099976 Iteration: 1066 || Clusters count: 15 || Log posterior: -3482.147230044047 || Iter Time:0.03961992263793945 || Total time:33.466421365737915 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1067 || Clusters count: 15 || Log posterior: -3495.6776317552426 || Iter Time:0.015306949615478516 || Total time:33.481728315353394 Iteration: 1068 || Clusters count: 15 || Log posterior: -3486.8852475239028 || Iter Time:0.039901018142700195 || Total 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|| Log posterior: -3450.2809584639504 || Iter Time:0.03783416748046875 || Total time:33.69575357437134 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1075 || Clusters count: 15 || Log posterior: -3507.545679647311 || Iter Time:0.015144109725952148 || Total time:33.71089768409729 Iteration: 1076 || Clusters count: 15 || Log posterior: -3498.5832682044825 || Iter Time:0.04008007049560547 || Total time:33.750977754592896 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1077 || Clusters count: 15 || Log posterior: -3500.4076487918433 || Iter Time:0.01524209976196289 || Total time:33.76621985435486 Iteration: 1078 || Clusters count: 15 || Log posterior: -3488.65622927213 || Iter Time:0.037181854248046875 || Total time:33.803401708602905 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1079 || Clusters count: 15 || Log posterior: -3473.2263477223482 || Iter 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Iteration: 1085 || Clusters count: 15 || Log posterior: -3486.5806235005693 || Iter Time:0.015588998794555664 || Total time:34.006860971450806 Iteration: 1086 || Clusters count: 15 || Log posterior: -3456.6771487566234 || Iter Time:0.03478884696960449 || Total time:34.04164981842041 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1087 || Clusters count: 15 || Log posterior: -3539.0542280751506 || Iter Time:0.014925956726074219 || Total time:34.056575775146484 Iteration: 1088 || Clusters count: 15 || Log posterior: -3508.1387405540727 || Iter Time:0.038099050521850586 || Total time:34.094674825668335 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1089 || Clusters count: 15 || Log posterior: -3484.0979725181974 || Iter Time:0.016047954559326172 || Total time:34.11072278022766 Iteration: 1090 || Clusters count: 15 || Log posterior: -3467.4618000506316 || Iter Time:0.03692984580993652 || Total 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Iteration: 1129 || Clusters count: 14 || Log posterior: -3468.656065646298 || Iter Time:0.014763116836547852 || Total time:35.18245339393616 Iteration: 1130 || Clusters count: 14 || Log posterior: -3447.987284815941 || Iter Time:0.0389559268951416 || Total time:35.2214093208313 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1131 || Clusters count: 14 || Log posterior: -3500.798894657444 || Iter Time:0.0388951301574707 || Total time:35.26030445098877 Iteration: 1132 || Clusters count: 14 || Log posterior: -3472.2398588804917 || Iter Time:0.03568291664123535 || Total time:35.295987367630005 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1133 || Clusters count: 14 || Log posterior: -3504.4157074238205 || Iter Time:0.014642000198364258 || Total time:35.31062936782837 Iteration: 1134 || Clusters count: 14 || Log posterior: -3477.9852644618923 || Iter Time:0.03764081001281738 || Total time:35.34827017784119 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-3505.9684555485787 || Iter Time:0.038099050521850586 || Total time:35.517329692840576 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1141 || Clusters count: 14 || Log posterior: -3474.5994467151204 || Iter Time:0.014737129211425781 || Total time:35.532066822052 Iteration: 1142 || Clusters count: 14 || Log posterior: -3474.5994467151204 || Iter Time:0.036827802658081055 || Total time:35.56889462471008 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1143 || Clusters count: 14 || Log posterior: -3469.801701442776 || Iter Time:0.015392065048217773 || Total time:35.5842866897583 Iteration: 1144 || Clusters count: 14 || Log posterior: -3455.76920436781 || Iter Time:0.04132199287414551 || Total time:35.625608682632446 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1145 || Clusters count: 14 || Log posterior: -3418.67164285688 || Iter Time:0.015372991561889648 || Total 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Iteration: 1168 || Clusters count: 14 || Log posterior: -3418.3002333985532 || Iter Time:0.037911176681518555 || Total time:36.29361319541931 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1169 || Clusters count: 14 || Log posterior: -3462.176853896298 || Iter Time:0.014198064804077148 || Total time:36.30781126022339 Iteration: 1170 || Clusters count: 14 || Log posterior: -3452.137438226256 || Iter Time:0.03461909294128418 || Total time:36.34243035316467 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1171 || Clusters count: 14 || Log posterior: -3470.544594608064 || Iter Time:0.013692855834960938 || Total time:36.356123208999634 Iteration: 1172 || Clusters count: 14 || Log posterior: -3465.6257607292487 || Iter Time:0.036116838455200195 || Total time:36.392240047454834 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1173 || Clusters count: 14 || Log posterior: 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Iteration: 1201 || Clusters count: 16 || Log posterior: -3540.2209527606537 || Iter Time:0.014045000076293945 || Total time:37.149115800857544 Iteration: 1202 || Clusters count: 16 || Log posterior: -3522.0110552962283 || Iter Time:0.029294967651367188 || Total time:37.17841076850891 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1203 || Clusters count: 16 || Log posterior: -3543.0544298820273 || Iter Time:0.013211965560913086 || Total time:37.191622734069824 Iteration: 1204 || Clusters count: 16 || Log posterior: -3531.6544882300946 || Iter Time:0.042634010314941406 || Total time:37.234256744384766 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1205 || Clusters count: 16 || Log posterior: -3451.351418110767 || Iter Time:0.016524076461791992 || Total time:37.25078082084656 Iteration: 1206 || Clusters count: 16 || Log posterior: -3428.1364894314183 || Iter Time:0.04842805862426758 || Total 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Time:0.01781296730041504 || Total time:37.6426956653595 Iteration: 1218 || Clusters count: 17 || Log posterior: -3401.5993092752296 || Iter Time:0.042781829833984375 || Total time:37.68547749519348 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1219 || Clusters count: 17 || Log posterior: -3414.9548706975465 || Iter Time:0.0169980525970459 || Total time:37.70247554779053 Iteration: 1220 || Clusters count: 16 || Log posterior: -3410.53098887294 || Iter Time:0.04250001907348633 || Total time:37.744975566864014 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1221 || Clusters count: 17 || Log posterior: -3456.1776299272733 || Iter Time:0.01625680923461914 || Total time:37.76123237609863 Iteration: 1222 || Clusters count: 17 || Log posterior: -3442.1001654722454 || Iter Time:0.04188704490661621 || Total time:37.80311942100525 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1223 || Clusters count: 17 || Log posterior: -3481.9199618079997 || Iter Time:0.01524209976196289 || Total time:37.81836152076721 Iteration: 1224 || Clusters count: 16 || Log posterior: -3461.937325910801 || Iter Time:0.03911590576171875 || Total time:37.85747742652893 Loading and distributing data: 0.000138 seconds (141 allocations: 13.211 KiB) Iteration: 1225 || Clusters count: 17 || Log posterior: -3505.228063154755 || Iter Time:0.01153111457824707 || Total time:37.86900854110718 Iteration: 1226 || Clusters count: 17 || Log posterior: -3490.7813846618856 || Iter Time:0.04114198684692383 || Total time:37.9101505279541 Loading and distributing data: 0.000146 seconds (141 allocations: 13.211 KiB) Iteration: 1227 || Clusters count: 17 || Log posterior: -3511.968366181703 || Iter Time:0.01144099235534668 || Total time:37.92159152030945 Iteration: 1228 || Clusters count: 16 || Log posterior: -3485.1916090090263 || Iter Time:0.03809499740600586 || Total time:37.959686517715454 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-3468.9577650699284 || Iter Time:0.038732051849365234 || Total time:38.764057636260986 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1257 || Clusters count: 16 || Log posterior: -3500.6649651444864 || Iter Time:0.017781972885131836 || Total time:38.78183960914612 Iteration: 1258 || Clusters count: 16 || Log posterior: -3473.945268857201 || Iter Time:0.07137203216552734 || Total time:38.853211641311646 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1259 || Clusters count: 16 || Log posterior: -3475.9923927784916 || Iter Time:0.016526222229003906 || Total time:38.86973786354065 Iteration: 1260 || Clusters count: 16 || Log posterior: -3459.365576660967 || Iter Time:0.0401918888092041 || Total time:38.90992975234985 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1261 || Clusters count: 16 || Log posterior: -3493.7617383277657 || Iter Time:0.016494035720825195 || 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Iteration: 1284 || Clusters count: 15 || Log posterior: -3468.370801589804 || Iter Time:0.03725099563598633 || Total time:39.60235261917114 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 15 || Log posterior: -3453.2773780899843 || Iter Time:0.015608787536621094 || Total time:39.617961406707764 Iteration: 1286 || Clusters count: 15 || Log posterior: -3441.633556757022 || Iter Time:0.04190492630004883 || Total time:39.65986633300781 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1287 || Clusters count: 15 || Log posterior: -3450.1555737339772 || Iter Time:0.019150972366333008 || Total time:39.679017305374146 Iteration: 1288 || Clusters count: 15 || Log posterior: -3438.5163828671552 || Iter Time:0.04228997230529785 || Total time:39.72130727767944 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 15 || Log posterior: 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Iteration: 1317 || Clusters count: 15 || Log posterior: -3462.615983585619 || Iter Time:0.012799978256225586 || Total time:40.51382231712341 Iteration: 1318 || Clusters count: 15 || Log posterior: -3452.160708293043 || Iter Time:0.03818798065185547 || Total time:40.55201029777527 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1319 || Clusters count: 15 || Log posterior: -3432.6186020730665 || Iter Time:0.020798921585083008 || Total time:40.57280921936035 Iteration: 1320 || Clusters count: 15 || Log posterior: -3430.213267153126 || Iter Time:0.03917407989501953 || Total time:40.61198329925537 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1321 || Clusters count: 15 || Log posterior: -3430.401845368368 || Iter Time:0.014778852462768555 || Total time:40.62676215171814 Iteration: 1322 || Clusters count: 15 || Log posterior: -3428.36328989048 || Iter Time:0.03704094886779785 || Total time:40.66380310058594 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1323 || Clusters count: 15 || Log posterior: -3478.8489861539465 || Iter Time:0.015402078628540039 || Total time:40.67920517921448 Iteration: 1324 || Clusters count: 15 || Log posterior: -3457.0567218463084 || Iter Time:0.03738903999328613 || Total time:40.716594219207764 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1325 || Clusters count: 15 || Log posterior: -3486.280766887927 || Iter Time:0.015404939651489258 || Total time:40.73199915885925 Iteration: 1326 || Clusters count: 15 || Log posterior: -3465.3330488572415 || Iter Time:0.03811383247375488 || Total time:40.77011299133301 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1327 || Clusters count: 15 || Log posterior: -3444.009687095685 || Iter Time:0.014991998672485352 || Total time:40.78510499000549 Iteration: 1328 || Clusters count: 15 || Log posterior: -3439.248966842536 || Iter Time:0.037693023681640625 || Total time:40.822798013687134 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 15 || Log posterior: -3435.6914886778254 || Iter Time:0.015188932418823242 || Total time:40.83798694610596 Iteration: 1330 || Clusters count: 15 || Log posterior: -3416.0240994349965 || Iter Time:0.035160064697265625 || Total time:40.87314701080322 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1331 || Clusters count: 15 || Log posterior: -3429.216529991892 || Iter Time:0.015508174896240234 || Total time:40.88865518569946 Iteration: 1332 || Clusters count: 15 || Log posterior: -3417.363371599165 || Iter Time:0.041604042053222656 || Total time:40.930259227752686 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1333 || Clusters count: 15 || Log posterior: -3478.865081690304 || Iter Time:0.0388188362121582 || 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Clusters count: 15 || Log posterior: -3433.2268928607446 || Iter Time:0.016289949417114258 || Total time:41.130959033966064 Iteration: 1340 || Clusters count: 15 || Log posterior: -3429.689361023673 || Iter Time:0.03809094429016113 || Total time:41.169049978256226 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1341 || Clusters count: 15 || Log posterior: -3466.5636312220245 || Iter Time:0.015775203704833984 || Total time:41.18482518196106 Iteration: 1342 || Clusters count: 15 || Log posterior: -3463.0476805893254 || Iter Time:0.03700089454650879 || Total time:41.22182607650757 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1343 || Clusters count: 15 || Log posterior: -3500.3660551068733 || Iter Time:0.015007972717285156 || Total time:41.23683404922485 Iteration: 1344 || Clusters count: 15 || Log posterior: -3474.2623641819396 || Iter Time:0.03458905220031738 || Total time:41.27142310142517 Loading and 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|| Log posterior: -3425.8697338887414 || Iter Time:0.01478886604309082 || Total time:41.762041091918945 Iteration: 1362 || Clusters count: 15 || Log posterior: -3408.1339375719044 || Iter Time:0.04133200645446777 || Total time:41.80337309837341 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1363 || Clusters count: 15 || Log posterior: -3445.6704215621917 || Iter Time:0.014193058013916016 || Total time:41.81756615638733 Iteration: 1364 || Clusters count: 15 || Log posterior: -3440.9216656730746 || Iter Time:0.0396120548248291 || Total time:41.85717821121216 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1365 || Clusters count: 15 || Log posterior: -3460.8873208881946 || Iter Time:0.015558004379272461 || Total time:41.87273621559143 Iteration: 1366 || Clusters count: 15 || Log posterior: -3445.7461029325214 || Iter Time:0.0396120548248291 || Total time:41.91234827041626 Loading and distributing data: 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Iteration: 1378 || Clusters count: 15 || Log posterior: -3434.2763044086228 || Iter Time:0.04156804084777832 || Total time:42.24828910827637 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1379 || Clusters count: 15 || Log posterior: -3394.5169116801117 || Iter Time:0.015294790267944336 || Total time:42.26358389854431 Iteration: 1380 || Clusters count: 15 || Log posterior: -3385.7888735013744 || Iter Time:0.04126310348510742 || Total time:42.30484700202942 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1381 || Clusters count: 16 || Log posterior: -3391.6646008738976 || Iter Time:0.016880035400390625 || Total time:42.32172703742981 Iteration: 1382 || Clusters count: 16 || Log posterior: -3376.245144656323 || Iter Time:0.0441892147064209 || Total time:42.36591625213623 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1383 || Clusters count: 16 || Log posterior: 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(141 allocations: 13.211 KiB) Iteration: 1389 || Clusters count: 16 || Log posterior: -3472.0391816004776 || Iter Time:0.015905141830444336 || Total time:42.58079242706299 Iteration: 1390 || Clusters count: 16 || Log posterior: -3450.4490130468957 || Iter Time:0.041638851165771484 || Total time:42.62243127822876 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1391 || Clusters count: 16 || Log posterior: -3496.3155312694225 || Iter Time:0.016546964645385742 || Total time:42.638978242874146 Iteration: 1392 || Clusters count: 16 || Log posterior: -3484.830089850207 || Iter Time:0.046151161193847656 || Total time:42.68512940406799 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1393 || Clusters count: 16 || Log posterior: -3485.1531175361333 || Iter Time:0.01743006706237793 || Total time:42.70255947113037 Iteration: 1394 || Clusters count: 16 || Log posterior: -3466.13089347815 || Iter Time:0.0437769889831543 || Total time:42.746336460113525 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1395 || Clusters count: 17 || Log posterior: -3472.023385735254 || Iter Time:0.016597986221313477 || Total time:42.76293444633484 Iteration: 1396 || Clusters count: 17 || Log posterior: -3455.884081700299 || Iter Time:0.041565895080566406 || Total time:42.804500341415405 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1397 || Clusters count: 17 || Log posterior: -3482.2816570772907 || Iter Time:0.015553951263427734 || Total time:42.82005429267883 Iteration: 1398 || Clusters count: 17 || Log posterior: -3474.436179134984 || Iter Time:0.04504704475402832 || Total time:42.86510133743286 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1399 || Clusters count: 17 || Log posterior: -3507.6605775335415 || Iter Time:0.01575183868408203 || Total time:42.88085317611694 Iteration: 1400 || Clusters 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Iteration: 1411 || Clusters count: 16 || Log posterior: -3494.215928476829 || Iter Time:0.01546621322631836 || Total time:43.260051012039185 Iteration: 1412 || Clusters count: 16 || Log posterior: -3472.652553286681 || Iter Time:0.04033994674682617 || Total time:43.30039095878601 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1413 || Clusters count: 16 || Log posterior: -3507.8865980739583 || Iter Time:0.0165560245513916 || Total time:43.3169469833374 Iteration: 1414 || Clusters count: 16 || Log posterior: -3471.457117834461 || Iter Time:0.042526960372924805 || Total time:43.35947394371033 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1415 || Clusters count: 16 || Log posterior: -3478.1769073433766 || Iter Time:0.016267061233520508 || Total time:43.37574100494385 Iteration: 1416 || Clusters count: 16 || Log posterior: -3464.1082755112143 || Iter Time:0.04143190383911133 || Total time:43.41717290878296 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-3445.038412546561 || Iter Time:0.04198098182678223 || Total time:43.60609698295593 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1423 || Clusters count: 16 || Log posterior: -3463.9023719994975 || Iter Time:0.017992019653320312 || Total time:43.62408900260925 Iteration: 1424 || Clusters count: 16 || Log posterior: -3452.3216073193776 || Iter Time:0.04180192947387695 || Total time:43.66589093208313 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1425 || Clusters count: 16 || Log posterior: -3464.2541422542613 || Iter Time:0.016108036041259766 || Total time:43.68199896812439 Iteration: 1426 || Clusters count: 16 || Log posterior: -3446.9899689800523 || Iter Time:0.04109477996826172 || Total time:43.72309374809265 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1427 || Clusters count: 16 || Log posterior: -3494.6542984270395 || Iter Time:0.02082514762878418 || Total time:43.743918895721436 Iteration: 1428 || Clusters count: 16 || Log posterior: -3472.0495640759646 || Iter Time:0.045739173889160156 || Total time:43.789658069610596 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1429 || Clusters count: 16 || Log posterior: -3478.694689314505 || Iter Time:0.017468929290771484 || Total time:43.80712699890137 Iteration: 1430 || Clusters count: 16 || Log posterior: -3460.469477067524 || Iter Time:0.04296994209289551 || Total time:43.85009694099426 Loading and distributing data: 0.000148 seconds (141 allocations: 13.211 KiB) Iteration: 1431 || Clusters count: 16 || Log posterior: -3478.2622851448878 || Iter Time:0.012197017669677734 || Total time:43.86229395866394 Iteration: 1432 || Clusters count: 16 || Log posterior: -3458.7593307459815 || Iter Time:0.04133296012878418 || Total time:43.903626918792725 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1433 || Clusters 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|| Iter Time:0.04108381271362305 || Total time:44.29523968696594 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1445 || Clusters count: 16 || Log posterior: -3473.481168414411 || Iter Time:0.01572394371032715 || Total time:44.31096363067627 Iteration: 1446 || Clusters count: 16 || Log posterior: -3453.988268282474 || Iter Time:0.04017019271850586 || Total time:44.351133823394775 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1447 || Clusters count: 17 || Log posterior: -3534.1056587076146 || Iter Time:0.015464067459106445 || Total time:44.36659789085388 Iteration: 1448 || Clusters count: 17 || Log posterior: -3497.7653545547782 || Iter Time:0.040740966796875 || Total time:44.40733885765076 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1449 || Clusters count: 17 || Log posterior: -3525.268789552929 || Iter Time:0.015453100204467773 || Total 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Iteration: 1472 || Clusters count: 17 || Log posterior: -3375.102281367083 || Iter Time:0.04289412498474121 || Total time:45.162267446517944 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1473 || Clusters count: 17 || Log posterior: -3400.0610857166503 || Iter Time:0.018072843551635742 || Total time:45.18034029006958 Iteration: 1474 || Clusters count: 16 || Log posterior: -3385.400635765838 || Iter Time:0.043768882751464844 || Total time:45.224109172821045 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1475 || Clusters count: 16 || Log posterior: -3464.7755337516137 || Iter Time:0.017940044403076172 || Total time:45.24204921722412 Iteration: 1476 || Clusters count: 16 || Log posterior: -3443.651697063228 || Iter Time:0.041555166244506836 || Total time:45.28360438346863 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1477 || Clusters count: 16 || Log posterior: 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|| Total time:45.66513013839722 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1489 || Clusters count: 17 || Log posterior: -3446.760836028394 || Iter Time:0.016695022583007812 || Total time:45.681825160980225 Iteration: 1490 || Clusters count: 16 || Log posterior: -3425.5828741969717 || Iter Time:0.04094719886779785 || Total time:45.72277235984802 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1491 || Clusters count: 16 || Log posterior: -3454.9661477635273 || Iter Time:0.016438961029052734 || Total time:45.739211320877075 Iteration: 1492 || Clusters count: 16 || Log posterior: -3420.9084928484262 || Iter Time:0.0426790714263916 || Total time:45.78189039230347 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 16 || Log posterior: -3467.2849966804592 || Iter Time:0.018693923950195312 || Total time:45.80058431625366 Iteration: 1494 || Clusters count: 16 || Log posterior: -3433.276856934906 || Iter Time:0.04311418533325195 || Total time:45.843698501586914 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 16 || Log posterior: -3475.185461199017 || Iter Time:0.016704797744750977 || Total time:45.860403299331665 Iteration: 1496 || Clusters count: 16 || Log posterior: -3462.3846495735083 || Iter Time:0.04022502899169922 || Total time:45.900628328323364 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1497 || Clusters count: 16 || Log posterior: -3470.8832343037025 || Iter Time:0.018326997756958008 || Total time:45.91895532608032 Iteration: 1498 || Clusters count: 16 || Log posterior: -3430.9489729309257 || Iter Time:0.040544986724853516 || Total time:45.959500312805176 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1499 || Clusters count: 16 || Log posterior: -3443.4049422452017 || Iter Time:0.016487836837768555 || Total time:45.975988149642944 Iteration: 1500 || Clusters count: 16 || Log posterior: -3423.292002167877 || Iter Time:0.0396420955657959 || Total time:46.01563024520874 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1501 || Clusters count: 16 || Log posterior: -3436.3066801120926 || Iter Time:0.016888856887817383 || Total time:46.03251910209656 Iteration: 1502 || Clusters count: 16 || Log posterior: -3420.5303233830437 || Iter Time:0.0412142276763916 || Total time:46.07373332977295 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1503 || Clusters count: 16 || Log posterior: -3527.206166821394 || Iter Time:0.017576217651367188 || Total time:46.091309547424316 Iteration: 1504 || Clusters count: 16 || Log posterior: -3498.980994159282 || Iter Time:0.04300093650817871 || Total time:46.134310483932495 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1505 || Clusters count: 16 || Log posterior: -3437.977514350624 || Iter Time:0.04105496406555176 || Total time:46.17536544799805 Iteration: 1506 || Clusters count: 16 || Log posterior: -3427.9988954852893 || Iter Time:0.040496826171875 || Total time:46.21586227416992 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1507 || Clusters count: 17 || Log posterior: -3398.8444388143866 || Iter Time:0.017220020294189453 || Total time:46.23308229446411 Iteration: 1508 || Clusters count: 16 || Log posterior: -3385.7974398948945 || Iter Time:0.045320987701416016 || Total time:46.27840328216553 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1509 || Clusters count: 16 || Log posterior: -3430.740911628668 || Iter Time:0.01651310920715332 || Total time:46.29491639137268 Iteration: 1510 || Clusters count: 16 || Log posterior: -3414.399332219243 || Iter Time:0.04024910926818848 || Total 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|| Log posterior: -3424.21330213675 || Iter Time:0.04111504554748535 || Total time:46.50941443443298 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1517 || Clusters count: 16 || Log posterior: -3465.830677575344 || Iter Time:0.0175321102142334 || Total time:46.52694654464722 Iteration: 1518 || Clusters count: 16 || Log posterior: -3438.5174943308625 || Iter Time:0.04017901420593262 || Total time:46.56712555885315 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1519 || Clusters count: 16 || Log posterior: -3431.517903295313 || Iter Time:0.017091035842895508 || Total time:46.584216594696045 Iteration: 1520 || Clusters count: 16 || Log posterior: -3410.863608302965 || Iter Time:0.041216135025024414 || Total time:46.62543272972107 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1521 || Clusters count: 16 || Log posterior: -3417.1415246015426 || Iter 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Iteration: 1527 || Clusters count: 16 || Log posterior: -3450.0123886172814 || Iter Time:0.017843961715698242 || Total time:46.820013761520386 Iteration: 1528 || Clusters count: 16 || Log posterior: -3422.832390718502 || Iter Time:0.04250288009643555 || Total time:46.86251664161682 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1529 || Clusters count: 16 || Log posterior: -3413.0815144330445 || Iter Time:0.04420208930969238 || Total time:46.906718730926514 Iteration: 1530 || Clusters count: 16 || Log posterior: -3394.612567086416 || Iter Time:0.03996610641479492 || Total time:46.94668483734131 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1531 || Clusters count: 17 || Log posterior: -3416.1354301816764 || Iter Time:0.018002986907958984 || Total time:46.96468782424927 Iteration: 1532 || Clusters count: 16 || Log posterior: -3399.7924460960635 || Iter Time:0.04081988334655762 || Total time:47.005507707595825 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 16 || Log posterior: -3437.302727514745 || Iter Time:0.015362977981567383 || Total time:47.02087068557739 Iteration: 1534 || Clusters count: 16 || Log posterior: -3421.263393462145 || Iter Time:0.03902602195739746 || Total time:47.05989670753479 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 16 || Log posterior: -3460.65001300116 || Iter Time:0.015394210815429688 || Total time:47.07529091835022 Iteration: 1536 || Clusters count: 16 || Log posterior: -3437.0922224804203 || Iter Time:0.04146003723144531 || Total time:47.116750955581665 Loading and distributing data: 0.000256 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 16 || Log posterior: -3447.8499193139987 || Iter Time:0.015764951705932617 || Total time:47.1325159072876 Iteration: 1538 || Clusters count: 16 || Log posterior: -3417.3129195934916 || Iter Time:0.04318690299987793 || Total time:47.175702810287476 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 16 || Log posterior: -3393.5573391051803 || Iter Time:0.016793012619018555 || Total time:47.192495822906494 Iteration: 1540 || Clusters count: 16 || Log posterior: -3372.766496116232 || Iter Time:0.04020190238952637 || Total time:47.23269772529602 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -3423.4725077942585 || Iter Time:0.01749587059020996 || Total time:47.25019359588623 Iteration: 1542 || Clusters count: 16 || Log posterior: -3401.9447427586 || Iter Time:0.04738116264343262 || Total time:47.29757475852966 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 16 || Log posterior: -3435.794390196113 || Iter 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Iteration: 1549 || Clusters count: 15 || Log posterior: -3478.5367000946994 || Iter Time:0.015964984893798828 || Total time:47.483773708343506 Iteration: 1550 || Clusters count: 15 || Log posterior: -3461.424250614816 || Iter Time:0.037976980209350586 || Total time:47.521750688552856 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1551 || Clusters count: 15 || Log posterior: -3493.5993978941374 || Iter Time:0.016687870025634766 || Total time:47.53843855857849 Iteration: 1552 || Clusters count: 15 || Log posterior: -3475.281800048902 || Iter Time:0.04102587699890137 || Total time:47.57946443557739 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1553 || Clusters count: 15 || Log posterior: -3522.009696092467 || Iter Time:0.017584800720214844 || Total time:47.59704923629761 Iteration: 1554 || Clusters count: 15 || Log posterior: -3490.059632686542 || Iter Time:0.06574678421020508 || Total 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|| Log posterior: -3391.0628791524978 || Iter Time:0.04009413719177246 || Total time:47.829556465148926 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 15 || Log posterior: -3389.182044046489 || Iter Time:0.01639580726623535 || Total time:47.84595227241516 Iteration: 1562 || Clusters count: 15 || Log posterior: -3383.953160410441 || Iter Time:0.043845176696777344 || Total time:47.88979744911194 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1563 || Clusters count: 15 || Log posterior: -3396.8476948438138 || Iter Time:0.016756057739257812 || Total time:47.906553506851196 Iteration: 1564 || Clusters count: 15 || Log posterior: -3380.351855810599 || Iter Time:0.04119706153869629 || Total time:47.94775056838989 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1565 || Clusters count: 15 || Log posterior: -3432.2222271272108 || Iter 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Iteration: 1571 || Clusters count: 15 || Log posterior: -3399.621291237119 || Iter Time:0.016103029251098633 || Total time:48.1354341506958 Iteration: 1572 || Clusters count: 15 || Log posterior: -3391.362159565585 || Iter Time:0.03971695899963379 || Total time:48.175151109695435 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -3461.8819234045063 || Iter Time:0.016663074493408203 || Total time:48.19181418418884 Iteration: 1574 || Clusters count: 15 || Log posterior: -3435.3746858874965 || Iter Time:0.03895282745361328 || Total time:48.230767011642456 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1575 || Clusters count: 15 || Log posterior: -3461.8264716844956 || Iter Time:0.016730070114135742 || Total time:48.24749708175659 Iteration: 1576 || Clusters count: 15 || Log posterior: -3438.4291365817135 || Iter Time:0.040077924728393555 || Total 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Iteration: 1687 || Clusters count: 17 || Log posterior: -3452.4359900277273 || Iter Time:0.01828789710998535 || Total time:51.522276878356934 Iteration: 1688 || Clusters count: 17 || Log posterior: -3442.927171386235 || Iter Time:0.042244911193847656 || Total time:51.56452178955078 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1689 || Clusters count: 17 || Log posterior: -3492.3540662137348 || Iter Time:0.017822980880737305 || Total time:51.58234477043152 Iteration: 1690 || Clusters count: 17 || Log posterior: -3446.401314123953 || Iter Time:0.041153907775878906 || Total time:51.6234986782074 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1691 || Clusters count: 17 || Log posterior: -3425.8300161712395 || Iter Time:0.015670061111450195 || Total time:51.63916873931885 Iteration: 1692 || Clusters count: 17 || Log posterior: -3395.815250322181 || Iter Time:0.042144060134887695 || Total 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|| Log posterior: -3425.7775391325863 || Iter Time:0.04142594337463379 || Total time:51.85924959182739 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1699 || Clusters count: 16 || Log posterior: -3434.735704806579 || Iter Time:0.02000713348388672 || Total time:51.87925672531128 Iteration: 1700 || Clusters count: 16 || Log posterior: -3413.835095173831 || Iter Time:0.04446101188659668 || Total time:51.923717737197876 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1701 || Clusters count: 16 || Log posterior: -3425.3839795432236 || Iter Time:0.017863988876342773 || Total time:51.94158172607422 Iteration: 1702 || Clusters count: 16 || Log posterior: -3390.415148916513 || Iter Time:0.04169487953186035 || Total time:51.98327660560608 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1703 || Clusters count: 16 || Log posterior: -3447.5672494520454 || Iter 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Iteration: 1709 || Clusters count: 16 || Log posterior: -3469.548389113462 || Iter Time:0.017281055450439453 || Total time:52.21171545982361 Iteration: 1710 || Clusters count: 16 || Log posterior: -3451.693123081656 || Iter Time:0.04357314109802246 || Total time:52.25528860092163 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1711 || Clusters count: 16 || Log posterior: -3453.1034977336835 || Iter Time:0.016330957412719727 || Total time:52.27161955833435 Iteration: 1712 || Clusters count: 16 || Log posterior: -3428.316855743691 || Iter Time:0.040235042572021484 || Total time:52.31185460090637 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1713 || Clusters count: 16 || Log posterior: -3488.3289843809607 || Iter Time:0.016762971878051758 || Total time:52.328617572784424 Iteration: 1714 || Clusters count: 16 || Log posterior: -3457.3088801690087 || Iter Time:0.043623924255371094 || Total 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|| Log posterior: -3445.903505992227 || Iter Time:0.04243302345275879 || Total time:52.54831027984619 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1721 || Clusters count: 16 || Log posterior: -3528.1040405106855 || Iter Time:0.018980026245117188 || Total time:52.56729030609131 Iteration: 1722 || Clusters count: 16 || Log posterior: -3493.706504655875 || Iter Time:0.04148697853088379 || Total time:52.60877728462219 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1723 || Clusters count: 16 || Log posterior: -3491.5920480953005 || Iter Time:0.016952991485595703 || Total time:52.62573027610779 Iteration: 1724 || Clusters count: 16 || Log posterior: -3471.485843804799 || Iter Time:0.04021716117858887 || Total time:52.66594743728638 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1725 || Clusters count: 16 || Log posterior: -3468.7628730010915 || Iter 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Iteration: 1731 || Clusters count: 16 || Log posterior: -3470.6457340635343 || Iter Time:0.01660299301147461 || Total time:52.92376756668091 Iteration: 1732 || Clusters count: 16 || Log posterior: -3443.3013296247655 || Iter Time:0.04014396667480469 || Total time:52.96391153335571 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1733 || Clusters count: 16 || Log posterior: -3458.8211938826153 || Iter Time:0.016282081604003906 || Total time:52.98019361495972 Iteration: 1734 || Clusters count: 16 || Log posterior: -3439.781176927853 || Iter Time:0.040246009826660156 || Total time:53.02043962478638 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1735 || Clusters count: 16 || Log posterior: -3410.305995548062 || Iter Time:0.017261981964111328 || Total time:53.03770160675049 Iteration: 1736 || Clusters count: 16 || Log posterior: -3400.985995421124 || Iter Time:0.03934979438781738 || Total 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Iteration: 1753 || Clusters count: 15 || Log posterior: -3425.28009665857 || Iter Time:0.019157886505126953 || Total time:53.56324744224548 Iteration: 1754 || Clusters count: 15 || Log posterior: -3412.198829366558 || Iter Time:0.03854012489318848 || Total time:53.60178756713867 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 15 || Log posterior: -3417.2819863218906 || Iter Time:0.5041790008544922 || Total time:54.105966567993164 Iteration: 1756 || Clusters count: 15 || Log posterior: -3389.648728936601 || Iter Time:0.040120840072631836 || Total time:54.146087408065796 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1757 || Clusters count: 15 || Log posterior: -3405.0901318205615 || Iter Time:0.016004085540771484 || Total time:54.16209149360657 Iteration: 1758 || Clusters count: 15 || Log posterior: -3390.599211819156 || Iter Time:0.04077506065368652 || Total 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15 || Log posterior: -3402.6957470640587 || Iter Time:0.03949284553527832 || Total time:54.37531638145447 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1765 || Clusters count: 15 || Log posterior: -3433.4816447308745 || Iter Time:0.016026020050048828 || Total time:54.39134240150452 Iteration: 1766 || Clusters count: 15 || Log posterior: -3408.4967985324556 || Iter Time:0.038008928298950195 || Total time:54.42935132980347 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 15 || Log posterior: -3464.530328386967 || Iter Time:0.0163118839263916 || Total time:54.44566321372986 Iteration: 1768 || Clusters count: 15 || Log posterior: -3447.7017073860634 || Iter Time:0.03816699981689453 || Total time:54.48383021354675 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3392.5290620030755 || Iter 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Iteration: 1775 || Clusters count: 15 || Log posterior: -3456.8071430443238 || Iter Time:0.01594090461730957 || Total time:54.66401505470276 Iteration: 1776 || Clusters count: 15 || Log posterior: -3432.0717852565226 || Iter Time:0.038194894790649414 || Total time:54.70220994949341 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1777 || Clusters count: 15 || Log posterior: -3468.6900239366996 || Iter Time:0.015913009643554688 || Total time:54.71812295913696 Iteration: 1778 || Clusters count: 15 || Log posterior: -3454.8948668610965 || Iter Time:0.03785109519958496 || Total time:54.75597405433655 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1779 || Clusters count: 15 || Log posterior: -3420.3964327046574 || Iter Time:0.015985965728759766 || Total time:54.77196002006531 Iteration: 1780 || Clusters count: 15 || Log posterior: -3403.4063561303597 || Iter Time:0.03746199607849121 || Total 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15 || Log posterior: -3428.2219379743956 || Iter Time:0.03990888595581055 || Total time:54.97608304023743 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1787 || Clusters count: 15 || Log posterior: -3403.1391764511254 || Iter Time:0.018061161041259766 || Total time:54.99414420127869 Iteration: 1788 || Clusters count: 15 || Log posterior: -3390.8473946540526 || Iter Time:0.04387402534484863 || Total time:55.038018226623535 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 15 || Log posterior: -3403.3544780579705 || Iter Time:0.018548011779785156 || Total time:55.05656623840332 Iteration: 1790 || Clusters count: 15 || Log posterior: -3385.9291959694433 || Iter Time:0.04391884803771973 || Total time:55.10048508644104 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1791 || Clusters count: 15 || Log posterior: -3425.6620363928446 || Iter 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Iteration: 1797 || Clusters count: 16 || Log posterior: -3489.901152722568 || Iter Time:0.017575979232788086 || Total time:55.30863404273987 Iteration: 1798 || Clusters count: 16 || Log posterior: -3469.794911044077 || Iter Time:0.0613560676574707 || Total time:55.36999011039734 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1799 || Clusters count: 16 || Log posterior: -3535.262086413204 || Iter Time:0.017663002014160156 || Total time:55.3876531124115 Iteration: 1800 || Clusters count: 16 || Log posterior: -3503.080870964858 || Iter Time:0.04562187194824219 || Total time:55.43327498435974 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1801 || Clusters count: 16 || Log posterior: -3525.039207511345 || Iter Time:0.017230987548828125 || Total time:55.45050597190857 Iteration: 1802 || Clusters count: 16 || Log posterior: -3514.823359544253 || Iter Time:0.045068979263305664 || Total time:55.495574951171875 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-3406.9458495397625 || Iter Time:0.046662092208862305 || Total time:55.69635343551636 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1809 || Clusters count: 16 || Log posterior: -3458.2087626320645 || Iter Time:0.019144058227539062 || Total time:55.7154974937439 Iteration: 1810 || Clusters count: 16 || Log posterior: -3433.7676644765183 || Iter Time:0.04697299003601074 || Total time:55.76247048377991 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1811 || Clusters count: 16 || Log posterior: -3467.743600873221 || Iter Time:0.019052982330322266 || Total time:55.78152346611023 Iteration: 1812 || Clusters count: 16 || Log posterior: -3453.860658621598 || Iter Time:0.04675793647766113 || Total time:55.82828140258789 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1813 || Clusters count: 16 || Log posterior: -3495.676004313478 || Iter Time:0.018715858459472656 || Total 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|| Log posterior: -3443.6884348002677 || Iter Time:0.01792621612548828 || Total time:56.105263471603394 Iteration: 1820 || Clusters count: 16 || Log posterior: -3425.385625441351 || Iter Time:0.0412600040435791 || Total time:56.14652347564697 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1821 || Clusters count: 16 || Log posterior: -3409.1158255092805 || Iter Time:0.01738905906677246 || Total time:56.163912534713745 Iteration: 1822 || Clusters count: 16 || Log posterior: -3400.2276965386504 || Iter Time:0.0401921272277832 || Total time:56.20410466194153 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1823 || Clusters count: 16 || Log posterior: -3447.4413096961257 || Iter Time:0.016686201095581055 || Total time:56.22079086303711 Iteration: 1824 || Clusters count: 16 || Log posterior: -3418.898582791023 || Iter Time:0.04228496551513672 || Total time:56.263075828552246 Loading and distributing data: 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Iteration: 1836 || Clusters count: 16 || Log posterior: -3459.7802983965803 || Iter Time:0.04257082939147949 || Total time:56.62012553215027 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 16 || Log posterior: -3471.860750993165 || Iter Time:0.0193479061126709 || Total time:56.63947343826294 Iteration: 1838 || Clusters count: 16 || Log posterior: -3454.6782467107864 || Iter Time:0.04496598243713379 || Total time:56.68443942070007 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 16 || Log posterior: -3440.572422531954 || Iter Time:0.016398906707763672 || Total time:56.70083832740784 Iteration: 1840 || Clusters count: 16 || Log posterior: -3419.087867857225 || Iter Time:0.04009199142456055 || Total time:56.7409303188324 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 16 || Log posterior: -3438.845774430996 || Iter Time:0.016972064971923828 || Total time:56.75790238380432 Iteration: 1842 || Clusters count: 16 || Log posterior: -3406.871666078392 || Iter Time:0.04026198387145996 || Total time:56.79816436767578 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -3418.1009509449004 || Iter Time:0.017719030380249023 || Total time:56.81588339805603 Iteration: 1844 || Clusters count: 16 || Log posterior: -3410.3045858603477 || Iter Time:0.04108095169067383 || Total time:56.856964349746704 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3463.9634592724206 || Iter Time:0.017330169677734375 || Total time:56.87429451942444 Iteration: 1846 || Clusters count: 16 || Log posterior: -3439.7729907607827 || Iter Time:0.0413360595703125 || Total time:56.91563057899475 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3473.324076157881 || Iter Time:0.019420146942138672 || Total time:56.93505072593689 Iteration: 1848 || Clusters count: 16 || Log posterior: -3443.487989917527 || Iter Time:0.04774904251098633 || Total time:56.982799768447876 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 17 || Log posterior: -3443.1077113034976 || Iter Time:0.019418001174926758 || Total time:57.0022177696228 Iteration: 1850 || Clusters count: 16 || Log posterior: -3426.2411724324766 || Iter Time:0.04753899574279785 || Total time:57.0497567653656 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3433.5151369290784 || Iter Time:0.01694011688232422 || Total time:57.066696882247925 Iteration: 1852 || Clusters count: 16 || Log posterior: -3413.841380413946 || Iter Time:0.04521894454956055 || Total time:57.111915826797485 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3447.117218899242 || Iter Time:0.05694103240966797 || Total time:57.16885685920715 Iteration: 1854 || Clusters count: 16 || Log posterior: -3408.175974191162 || Iter Time:0.039334774017333984 || Total time:57.20819163322449 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3473.6538493616054 || Iter Time:0.015590906143188477 || Total time:57.223782539367676 Iteration: 1856 || Clusters count: 16 || Log posterior: -3415.590540490059 || Iter Time:0.03981900215148926 || Total time:57.263601541519165 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3512.274197193197 || Iter Time:0.017009973526000977 || Total time:57.280611515045166 Iteration: 1858 || Clusters count: 16 || Log posterior: -3461.8087167459435 || Iter Time:0.045832157135009766 || Total time:57.326443672180176 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3425.266268715951 || Iter Time:0.01659989356994629 || Total time:57.34304356575012 Iteration: 1860 || Clusters count: 16 || Log posterior: -3418.512562777862 || Iter Time:0.040441036224365234 || Total time:57.38348460197449 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3433.420916775573 || Iter Time:0.016906023025512695 || Total time:57.400390625 Iteration: 1862 || Clusters count: 16 || Log posterior: -3419.976526863142 || Iter Time:0.041018009185791016 || Total time:57.44140863418579 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3485.0810208182243 || Iter 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Iteration: 1869 || Clusters count: 15 || Log posterior: -3492.3425422058517 || Iter Time:0.01635289192199707 || Total time:57.62237763404846 Iteration: 1870 || Clusters count: 15 || Log posterior: -3449.197974530992 || Iter Time:0.03956913948059082 || Total time:57.66194677352905 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3447.0395976269388 || Iter Time:0.01584601402282715 || Total time:57.67779278755188 Iteration: 1872 || Clusters count: 15 || Log posterior: -3431.4388066829592 || Iter Time:0.038606882095336914 || Total time:57.71639966964722 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3443.953611611875 || Iter Time:0.01604914665222168 || Total time:57.73244881629944 Iteration: 1874 || Clusters count: 15 || Log posterior: -3422.714722831166 || Iter Time:0.0386810302734375 || Total time:57.771129846572876 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3444.8401592261926 || Iter Time:0.017253875732421875 || Total time:57.7883837223053 Iteration: 1876 || Clusters count: 15 || Log posterior: -3402.0827815909506 || Iter Time:0.03973102569580078 || Total time:57.8281147480011 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3457.177636170695 || Iter Time:0.016625165939331055 || Total time:57.84473991394043 Iteration: 1878 || Clusters count: 15 || Log posterior: -3429.698509181725 || Iter Time:0.04218697547912598 || Total time:57.886926889419556 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3475.857528728568 || Iter Time:0.017503976821899414 || Total time:57.904430866241455 Iteration: 1880 || Clusters count: 15 || Log posterior: -3456.5061339637964 || Iter Time:0.04158616065979004 || Total time:57.946017026901245 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3427.7751562892836 || Iter Time:0.01616215705871582 || Total time:57.96217918395996 Iteration: 1882 || Clusters count: 15 || Log posterior: -3403.256006134427 || Iter Time:0.03849601745605469 || Total time:58.000675201416016 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3464.7486223090705 || Iter Time:0.015959978103637695 || Total time:58.01663517951965 Iteration: 1884 || Clusters count: 15 || Log posterior: -3431.5507752981016 || Iter Time:0.04305601119995117 || Total time:58.059691190719604 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3452.982416706369 || Iter Time:0.016283035278320312 || Total time:58.075974225997925 Iteration: 1886 || Clusters count: 15 || Log posterior: -3445.715071163621 || Iter Time:0.03951621055603027 || Total time:58.115490436553955 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3457.5401331965413 || Iter Time:0.01784491539001465 || Total time:58.13333535194397 Iteration: 1888 || Clusters count: 16 || Log posterior: -3445.4628009669586 || Iter Time:0.07679295539855957 || Total time:58.21012830734253 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3441.948392955991 || Iter Time:0.015564918518066406 || Total time:58.225693225860596 Iteration: 1890 || Clusters count: 16 || Log posterior: -3404.349882296705 || Iter Time:0.04208087921142578 || Total time:58.26777410507202 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 16 || Log posterior: -3398.420593092241 || Iter Time:0.015784025192260742 || Total time:58.28355813026428 Iteration: 1892 || Clusters count: 15 || Log posterior: -3374.563700083714 || Iter Time:0.042075157165527344 || Total time:58.32563328742981 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3431.7391130220153 || Iter Time:0.016023874282836914 || Total time:58.34165716171265 Iteration: 1894 || Clusters count: 15 || Log posterior: -3409.5443768085975 || Iter Time:0.03881502151489258 || Total time:58.38047218322754 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3431.379656936061 || Iter Time:0.015279054641723633 || Total time:58.39575123786926 Iteration: 1896 || Clusters count: 15 || Log posterior: -3403.288593403987 || Iter Time:0.03805994987487793 || Total time:58.43381118774414 Loading and distributing 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Time:0.03715085983276367 || Total time:58.60090780258179 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3444.456951050539 || Iter Time:0.01645493507385254 || Total time:58.61736273765564 Iteration: 1904 || Clusters count: 15 || Log posterior: -3409.5347395585522 || Iter Time:0.03957200050354004 || Total time:58.65693473815918 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3423.7316237764007 || Iter Time:0.016086101531982422 || Total time:58.67302083969116 Iteration: 1906 || Clusters count: 15 || Log posterior: -3412.0613135533426 || Iter Time:0.04453921318054199 || Total time:58.717560052871704 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3490.9801082436425 || Iter Time:0.016570091247558594 || Total time:58.73413014411926 Iteration: 1908 || Clusters count: 15 || Log posterior: -3482.7460046812266 || Iter Time:0.04211711883544922 || Total time:58.77624726295471 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3481.139986986401 || Iter Time:0.016257047653198242 || Total time:58.79250431060791 Iteration: 1910 || Clusters count: 15 || Log posterior: -3459.587563275697 || Iter Time:0.03975796699523926 || Total time:58.83226227760315 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3451.9408795614663 || Iter Time:0.016427040100097656 || Total time:58.84868931770325 Iteration: 1912 || Clusters count: 15 || Log posterior: -3439.79323247755 || Iter Time:0.03997087478637695 || Total time:58.888660192489624 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3495.5761029457876 || Iter Time:0.016357898712158203 || Total time:58.90501809120178 Iteration: 1914 || Clusters count: 15 || Log posterior: -3464.448368768069 || Iter Time:0.03819394111633301 || Total time:58.943212032318115 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3499.0116439478497 || Iter Time:0.015739917755126953 || Total time:58.95895195007324 Iteration: 1916 || Clusters count: 16 || Log posterior: -3469.5875350637853 || Iter Time:0.039198875427246094 || Total time:58.99815082550049 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 16 || Log posterior: -3498.7886026115516 || Iter Time:0.015371084213256836 || Total time:59.013521909713745 Iteration: 1918 || Clusters count: 16 || Log posterior: -3484.2609488693174 || Iter Time:0.040305137634277344 || Total time:59.05382704734802 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3475.522709439667 || Iter Time:0.015675067901611328 || Total time:59.069502115249634 Iteration: 1920 || Clusters count: 16 || Log posterior: -3442.310876440845 || Iter Time:0.04067397117614746 || Total time:59.11017608642578 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 16 || Log posterior: -3435.951143819996 || Iter Time:0.015509843826293945 || Total time:59.125685930252075 Iteration: 1922 || Clusters count: 16 || Log posterior: -3403.770453691258 || Iter Time:0.06724882125854492 || Total time:59.19293475151062 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 16 || Log posterior: -3430.6821777531104 || Iter Time:0.015452146530151367 || Total time:59.20838689804077 Iteration: 1924 || Clusters count: 16 || Log posterior: -3414.2998433661623 || Iter Time:0.03931593894958496 || Total time:59.247702836990356 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 17 || Log posterior: -3464.651401568764 || Iter Time:0.017513036727905273 || Total time:59.26521587371826 Iteration: 1926 || Clusters count: 16 || Log posterior: -3443.8840889000335 || Iter Time:0.041847944259643555 || Total time:59.307063817977905 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 16 || Log posterior: -3414.8102654416302 || Iter Time:0.016532182693481445 || Total time:59.32359600067139 Iteration: 1928 || Clusters count: 16 || Log posterior: -3405.6910501397874 || Iter Time:0.04181814193725586 || Total time:59.36541414260864 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 16 || Log posterior: -3466.6819415283303 || Iter Time:0.01720905303955078 || Total time:59.38262319564819 Iteration: 1930 || Clusters count: 16 || Log posterior: -3428.9008720709908 || Iter Time:0.045773983001708984 || Total time:59.4283971786499 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 16 || Log posterior: -3426.2094100428 || Iter Time:0.0175321102142334 || Total time:59.445929288864136 Iteration: 1932 || Clusters count: 16 || Log posterior: -3418.6236975722427 || Iter Time:0.04511404037475586 || Total time:59.49104332923889 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 16 || Log posterior: -3423.89474875325 || Iter Time:0.01671600341796875 || Total time:59.50775933265686 Iteration: 1934 || Clusters count: 16 || Log posterior: -3397.5237857497686 || Iter Time:0.04074692726135254 || Total time:59.54850625991821 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 16 || Log posterior: -3424.217256604947 || Iter Time:0.019569873809814453 || Total time:59.56807613372803 Iteration: 1936 || Clusters count: 16 || Log posterior: -3384.4406025397097 || Iter Time:0.04535198211669922 || Total time:59.61342811584473 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 16 || Log posterior: -3430.326327054499 || Iter Time:0.01729607582092285 || Total time:59.63072419166565 Iteration: 1938 || Clusters count: 16 || Log posterior: -3410.873318657531 || Iter Time:0.040318965911865234 || Total time:59.671043157577515 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3443.4397587293256 || Iter Time:0.017320871353149414 || Total time:59.688364028930664 Iteration: 1940 || Clusters count: 16 || Log posterior: -3423.510752589496 || Iter Time:0.04225301742553711 || Total time:59.7306170463562 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3456.2288266441324 || Iter Time:0.01764202117919922 || Total time:59.7482590675354 Iteration: 1942 || Clusters count: 16 || Log posterior: -3426.0050672840907 || Iter Time:0.04197812080383301 || Total time:59.79023718833923 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3458.6969149912175 || Iter Time:0.01759505271911621 || Total time:59.80783224105835 Iteration: 1944 || Clusters count: 16 || Log posterior: -3437.246484514322 || Iter Time:0.043992042541503906 || Total time:59.85182428359985 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3451.588179245428 || Iter Time:0.017916202545166016 || Total time:59.86974048614502 Iteration: 1946 || Clusters count: 16 || Log posterior: -3427.964265855583 || Iter Time:0.04314708709716797 || Total time:59.91288757324219 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3437.6016917875318 || Iter Time:0.017668962478637695 || Total time:59.930556535720825 Iteration: 1948 || Clusters count: 16 || Log posterior: -3420.1798098165746 || Iter Time:0.04068398475646973 || Total time:59.971240520477295 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3400.9652015814318 || Iter Time:0.01646900177001953 || Total time:59.987709522247314 Iteration: 1950 || Clusters count: 16 || Log posterior: -3398.8866142951765 || Iter Time:0.039659976959228516 || Total time:60.02736949920654 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3434.458114983047 || Iter Time:0.044996023178100586 || Total time:60.072365522384644 Iteration: 1952 || Clusters count: 16 || Log posterior: -3410.870301774958 || Iter Time:0.04575705528259277 || Total time:60.118122577667236 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3445.1311000044657 || Iter Time:0.016711950302124023 || Total time:60.13483452796936 Iteration: 1954 || Clusters count: 16 || Log posterior: -3410.6011762540943 || Iter Time:0.04584193229675293 || Total time:60.18067646026611 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3483.3947965809753 || Iter Time:0.01775813102722168 || Total time:60.198434591293335 Iteration: 1956 || Clusters count: 16 || Log posterior: -3468.017500212348 || Iter Time:0.043517112731933594 || Total time:60.24195170402527 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3494.1145272236718 || Iter Time:0.01764082908630371 || Total time:60.25959253311157 Iteration: 1958 || Clusters count: 16 || Log posterior: -3467.4150597130047 || Iter Time:0.041281938552856445 || Total time:60.30087447166443 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -3486.482557840644 || Iter Time:0.016875028610229492 || Total time:60.31774950027466 Iteration: 1960 || Clusters count: 16 || Log posterior: -3450.1828273134533 || Iter Time:0.045870065689086914 || Total time:60.363619565963745 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3484.3521646602776 || Iter Time:0.016592025756835938 || Total time:60.38021159172058 Iteration: 1962 || Clusters count: 16 || Log posterior: -3456.4879584674422 || Iter Time:0.041435956954956055 || Total time:60.42164754867554 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3469.097353233578 || Iter Time:0.017219066619873047 || Total time:60.43886661529541 Iteration: 1964 || Clusters count: 16 || Log posterior: -3449.007346253904 || Iter Time:0.04180288314819336 || Total time:60.4806694984436 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3446.8931874027526 || Iter Time:0.017718076705932617 || Total time:60.498387575149536 Iteration: 1966 || Clusters count: 16 || Log posterior: -3426.1506302160965 || Iter Time:0.04129791259765625 || Total time:60.53968548774719 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3457.589315655212 || Iter Time:0.01682901382446289 || Total time:60.556514501571655 Iteration: 1968 || Clusters count: 16 || Log posterior: -3439.784574793374 || Iter Time:0.0436098575592041 || Total time:60.60012435913086 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 16 || Log posterior: -3467.9155429252287 || Iter Time:0.01787590980529785 || Total time:60.61800026893616 Iteration: 1970 || Clusters count: 16 || Log posterior: -3460.3687152552548 || Iter Time:0.04148507118225098 || Total time:60.65948534011841 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3435.721784923854 || Iter Time:0.017503023147583008 || Total time:60.67698836326599 Iteration: 1972 || Clusters count: 16 || Log posterior: -3417.0847978791844 || Iter Time:0.0455629825592041 || Total time:60.722551345825195 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3471.1928456280443 || Iter Time:0.01695704460144043 || Total time:60.739508390426636 Iteration: 1974 || Clusters count: 16 || Log posterior: -3444.086804030206 || Iter Time:0.04024314880371094 || Total time:60.77975153923035 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3490.674732810185 || Iter Time:0.025645017623901367 || Total time:60.80539655685425 Iteration: 1976 || Clusters count: 16 || Log posterior: -3469.7346505252863 || Iter Time:0.041535139083862305 || Total time:60.84693169593811 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3479.5818897702907 || Iter Time:0.017310142517089844 || Total time:60.8642418384552 Iteration: 1978 || Clusters count: 16 || Log posterior: -3450.4712654381815 || Iter Time:0.04029417037963867 || Total time:60.90453600883484 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3459.628183185232 || Iter Time:0.044187068939208984 || Total time:60.94872307777405 Iteration: 1980 || Clusters count: 16 || Log posterior: -3439.6876918578596 || Iter Time:0.042593955993652344 || Total time:60.9913170337677 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3466.939424327089 || Iter Time:0.017862796783447266 || Total time:61.00917983055115 Iteration: 1982 || Clusters count: 16 || Log posterior: -3451.8410021989303 || Iter Time:0.039527177810668945 || Total time:61.048707008361816 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3467.6992725281334 || Iter Time:0.016250133514404297 || Total time:61.06495714187622 Iteration: 1984 || Clusters count: 16 || Log posterior: -3439.8197039019474 || Iter Time:0.04000210762023926 || Total time:61.10495924949646 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3478.359553401833 || Iter Time:0.016294002532958984 || Total time:61.12125325202942 Iteration: 1986 || Clusters count: 16 || Log posterior: -3454.3332267166925 || Iter Time:0.04082012176513672 || Total time:61.162073373794556 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3441.2016203892426 || Iter Time:0.016709089279174805 || Total time:61.17878246307373 Iteration: 1988 || Clusters count: 16 || Log posterior: -3414.759651731705 || Iter Time:0.041261911392211914 || Total time:61.22004437446594 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3465.3245186887925 || Iter Time:0.016645193099975586 || Total time:61.23668956756592 Iteration: 1990 || Clusters count: 16 || Log posterior: -3430.8030305018788 || Iter Time:0.03997302055358887 || Total time:61.27666258811951 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3507.708204642611 || Iter Time:0.015035152435302734 || Total time:61.29169774055481 Iteration: 1992 || Clusters count: 16 || Log posterior: -3493.4840716972035 || Iter Time:0.04225897789001465 || Total time:61.333956718444824 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3523.910966131881 || Iter Time:0.018143892288208008 || Total time:61.35210061073303 Iteration: 1994 || Clusters count: 16 || Log posterior: -3486.7252926510782 || Iter Time:0.04123497009277344 || Total time:61.393335580825806 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3480.9292091252437 || Iter Time:0.016659021377563477 || Total time:61.40999460220337 Iteration: 1996 || Clusters count: 16 || Log posterior: -3453.6360100073575 || Iter Time:0.04073190689086914 || Total time:61.45072650909424 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3424.7188941962 || Iter Time:0.016926050186157227 || Total time:61.467652559280396 Iteration: 1998 || Clusters count: 16 || Log posterior: -3402.967546113291 || Iter Time:0.04012584686279297 || Total time:61.50777840614319 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -3442.3164375175 || Iter Time:0.016582012176513672 || Total time:61.5243604183197 Iteration: 2000 || Clusters count: 16 || Log posterior: -3428.9842524920364 || Iter Time:0.04140305519104004 || Total time:61.56576347351074 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3446.6378586875776 || Iter Time:0.016412973403930664 || Total time:61.58217644691467 Iteration: 2002 || Clusters count: 16 || Log posterior: -3421.065366175495 || Iter Time:0.041857004165649414 || Total time:61.62403345108032 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3411.500380326324 || Iter Time:0.01747608184814453 || Total time:61.64150953292847 Iteration: 2004 || Clusters count: 16 || Log posterior: -3396.6301428136267 || Iter Time:0.04097914695739746 || Total time:61.682488679885864 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3433.666567532353 || Iter Time:0.01748800277709961 || Total time:61.699976682662964 Iteration: 2006 || Clusters count: 16 || Log posterior: -3415.7885358567996 || Iter Time:0.06409502029418945 || Total time:61.76407170295715 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3490.7402274318165 || Iter Time:0.01753091812133789 || Total time:61.78160262107849 Iteration: 2008 || Clusters count: 16 || Log posterior: -3446.478274288723 || Iter Time:0.04071998596191406 || Total time:61.822322607040405 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3495.092936094124 || Iter Time:0.018146991729736328 || Total time:61.84046959877014 Iteration: 2010 || Clusters count: 16 || Log posterior: -3447.776406795981 || Iter Time:0.041136980056762695 || Total time:61.881606578826904 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -3431.020148165191 || Iter Time:0.021727800369262695 || Total time:61.90333437919617 Iteration: 2012 || Clusters count: 16 || Log posterior: -3407.010922942083 || Iter Time:0.041027069091796875 || Total time:61.944361448287964 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3443.5034450160088 || Iter Time:0.01784515380859375 || Total time:61.96220660209656 Iteration: 2014 || Clusters count: 16 || Log posterior: -3431.5400280855397 || Iter Time:0.04275918006896973 || Total time:62.00496578216553 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3473.5017416787764 || Iter Time:0.017786026000976562 || Total time:62.022751808166504 Iteration: 2016 || Clusters count: 16 || Log posterior: -3453.607665682996 || Iter Time:0.044291019439697266 || Total time:62.0670428276062 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 16 || Log posterior: -3552.409387609665 || Iter Time:0.018231868743896484 || Total time:62.0852746963501 Iteration: 2018 || Clusters count: 16 || Log posterior: -3521.2419807623396 || Iter Time:0.04357290267944336 || Total time:62.12884759902954 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3513.2416879377993 || Iter Time:0.018648862838745117 || Total time:62.147496461868286 Iteration: 2020 || Clusters count: 16 || Log posterior: -3498.4675254078497 || Iter Time:0.04224514961242676 || Total time:62.18974161148071 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 17 || Log posterior: -3481.5972843857144 || Iter Time:0.01787400245666504 || Total time:62.20761561393738 Iteration: 2022 || Clusters count: 16 || Log posterior: -3452.91959677353 || Iter Time:0.043540000915527344 || Total time:62.251155614852905 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3490.740179048536 || Iter Time:0.01887798309326172 || Total time:62.27003359794617 Iteration: 2024 || Clusters count: 16 || Log posterior: -3460.554151428212 || Iter Time:0.041799068450927734 || Total time:62.311832666397095 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3485.715512545468 || Iter Time:0.016653060913085938 || Total time:62.32848572731018 Iteration: 2026 || Clusters count: 16 || Log posterior: -3459.3313325007493 || Iter Time:0.03981494903564453 || Total time:62.368300676345825 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3475.6598641804894 || Iter Time:0.017469167709350586 || Total time:62.385769844055176 Iteration: 2028 || Clusters count: 16 || Log posterior: -3452.4255409686507 || Iter Time:0.04148292541503906 || Total time:62.427252769470215 Avg NMI: 0.9250096499356272 Full NMI: 0.8909371326652427 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m52.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 229.1s PkgEval succeeded after 338.48s