Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1687 (b1350e5378*) started at 2026-02-05T18:59:47.641 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.08s ################################################################################ # 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 v1.5.1 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [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+0 [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 v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.64s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5469.0 ms ✓ Clustering 11433.2 ms ✓ KernelFunctions 11868.6 ms ✓ Distributions 4765.9 ms ✓ Distributions → DistributionsChainRulesCoreExt 4927.5 ms ✓ Distributions → DistributionsTestExt 11627.5 ms ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 53 seconds. 98 already precompiled. Precompilation completed after 72.05s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_r74egK/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_r74egK/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 v1.5.1 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [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+0 [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 v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.378311 seconds (943.03 k allocations: 59.199 MiB, 99.82% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:19.239721059799194 || Total time:19.239721059799194 Iteration: 1 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005579948425292969 || Total time:19.245301008224487 Iteration: 2 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.00498199462890625 || Total time:19.250283002853394 Iteration: 3 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005053043365478516 || Total time:19.255336046218872 Iteration: 4 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.004973173141479492 || Total time:19.26030921936035 Iteration: 5 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.015696048736572266 || Total time:19.276005268096924 Iteration: 6 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005095005035400391 || Total time:19.281100273132324 Iteration: 7 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005097866058349609 || Total time:19.286198139190674 Iteration: 8 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.004969120025634766 || Total time:19.29116725921631 Iteration: 9 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005106925964355469 || Total time:19.296274185180664 Iteration: 10 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005435943603515625 || Total time:19.30171012878418 Iteration: 11 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.0049741268157958984 || Total time:19.306684255599976 Iteration: 12 || Clusters count: 1 || Log posterior: -233062.10048629093 || Iter Time:0.005079030990600586 || Total time:19.311763286590576 Iteration: 13 || Clusters count: 2 || Log posterior: -232810.87759782566 || Iter Time:4.038849115371704 || Total time:23.35061240196228 Iteration: 14 || Clusters count: 2 || Log posterior: -232806.79088625425 || Iter Time:0.005362987518310547 || Total time:23.35597538948059 Iteration: 15 || Clusters count: 2 || Log posterior: -232803.28966321424 || Iter Time:0.005447864532470703 || Total time:23.36142325401306 Iteration: 16 || Clusters count: 2 || Log posterior: -232785.6178128475 || Iter Time:0.005609035491943359 || Total time:23.367032289505005 Iteration: 17 || Clusters count: 2 || Log posterior: -232783.65339687507 || Iter Time:0.00537419319152832 || Total time:23.372406482696533 Iteration: 18 || Clusters count: 2 || Log posterior: -232778.38746119587 || Iter Time:0.005177021026611328 || Total time:23.377583503723145 Iteration: 19 || Clusters count: 2 || Log posterior: -232803.46797889017 || Iter Time:0.005341053009033203 || Total time:23.382924556732178 Iteration: 20 || Clusters count: 2 || Log posterior: -232717.45296035058 || Iter Time:1.5543479919433594 || Total time:24.937272548675537 Loading and distributing data: 0.000943 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232821.2078068355 || Iter Time:0.03208613395690918 || Total time:24.969358682632446 Iteration: 22 || Clusters count: 2 || Log posterior: -232760.9362808811 || Iter Time:0.005697011947631836 || Total time:24.975055694580078 Iteration: 23 || Clusters count: 2 || Log posterior: -232697.3842272643 || Iter Time:0.0057718753814697266 || Total time:24.980827569961548 Iteration: 24 || Clusters count: 2 || Log posterior: -232721.70932376996 || Iter Time:0.005522012710571289 || Total time:24.98634958267212 Iteration: 25 || Clusters count: 2 || Log posterior: -232706.65394146473 || Iter Time:0.005972862243652344 || Total time:24.99232244491577 Iteration: 26 || Clusters count: 2 || Log posterior: -232697.5410621162 || Iter Time:0.006066799163818359 || Total time:24.99838924407959 Iteration: 27 || Clusters count: 2 || Log posterior: -232685.30175813002 || Iter Time:0.006134986877441406 || Total time:25.00452423095703 Iteration: 28 || Clusters count: 3 || Log posterior: -232482.99781501986 || Iter Time:0.11787605285644531 || Total time:25.122400283813477 Iteration: 29 || Clusters count: 3 || Log posterior: -232361.77874141536 || Iter Time:0.006499052047729492 || Total time:25.128899335861206 Iteration: 30 || Clusters count: 3 || Log posterior: -232319.9716025289 || Iter Time:0.006706953048706055 || Total time:25.135606288909912 Iteration: 31 || Clusters count: 3 || Log posterior: -232241.87650926376 || Iter Time:0.006550788879394531 || Total time:25.142157077789307 Iteration: 32 || Clusters count: 4 || Log posterior: -231947.41361992434 || Iter Time:0.008789777755737305 || Total time:25.150946855545044 Iteration: 33 || Clusters count: 4 || Log posterior: -231885.31230584084 || Iter Time:0.006712913513183594 || Total time:25.157659769058228 Iteration: 34 || Clusters count: 4 || Log posterior: -231900.71121711645 || Iter Time:0.006751060485839844 || Total time:25.164410829544067 Iteration: 35 || Clusters count: 4 || Log posterior: -231865.01154485476 || Iter Time:0.006862163543701172 || Total time:25.17127299308777 Iteration: 36 || Clusters count: 4 || Log posterior: -231865.88626855935 || Iter Time:0.0067138671875 || Total time:25.17798686027527 Iteration: 37 || Clusters count: 4 || Log posterior: -231877.16232765952 || Iter Time:0.00683903694152832 || Total time:25.184825897216797 Iteration: 38 || Clusters count: 4 || Log posterior: -231849.20109618924 || Iter Time:0.006994962692260742 || Total time:25.191820859909058 Iteration: 39 || Clusters count: 4 || Log posterior: -231834.38157334083 || Iter Time:0.009128093719482422 || Total time:25.20094895362854 Iteration: 40 || Clusters count: 4 || Log posterior: -231819.06151296917 || Iter Time:0.008387088775634766 || Total time:25.209336042404175 Iteration: 41 || Clusters count: 4 || Log posterior: -231726.01967942173 || Iter Time:0.006885051727294922 || Total time:25.21622109413147 Loading and distributing data: 0.000835 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261925.33047987538 || Iter Time:0.006371974945068359 || Total time:25.222593069076538 Iteration: 43 || Clusters count: 5 || Log posterior: -261463.74707376023 || Iter Time:0.008308172225952148 || Total time:25.23090124130249 Iteration: 44 || Clusters count: 5 || Log posterior: -261406.948879236 || Iter Time:0.00719904899597168 || Total time:25.238100290298462 Iteration: 45 || Clusters count: 5 || Log posterior: -261382.79989146587 || Iter Time:0.0072021484375 || Total time:25.245302438735962 Iteration: 46 || Clusters count: 5 || Log posterior: -261352.0766343206 || Iter Time:0.007276058197021484 || Total time:25.252578496932983 Iteration: 47 || Clusters count: 6 || Log posterior: -261169.47546701442 || Iter Time:0.008964061737060547 || Total time:25.261542558670044 Iteration: 48 || Clusters count: 6 || Log posterior: -261091.93375828117 || Iter Time:0.0075299739837646484 || Total time:25.26907253265381 Iteration: 49 || Clusters count: 6 || Log posterior: -261082.03924604694 || Iter Time:0.006927967071533203 || Total time:25.276000499725342 Iteration: 50 || Clusters count: 6 || Log posterior: -261086.99181086608 || Iter Time:0.006944894790649414 || Total time:25.28294539451599 Iteration: 51 || Clusters count: 6 || Log posterior: -261097.28682692422 || Iter Time:0.0069081783294677734 || Total time:25.28985357284546 Iteration: 52 || Clusters count: 6 || Log posterior: -261066.47599104565 || Iter Time:0.007580995559692383 || Total time:25.29743456840515 Iteration: 53 || Clusters count: 6 || Log posterior: -261074.49032219546 || Iter Time:0.007963895797729492 || Total time:25.30539846420288 Iteration: 54 || Clusters count: 6 || Log posterior: -261093.89333146115 || Iter Time:0.007921934127807617 || Total time:25.31332039833069 Iteration: 55 || Clusters count: 6 || Log posterior: -261105.15455190535 || Iter Time:0.008094072341918945 || Total time:25.321414470672607 Iteration: 56 || Clusters count: 7 || Log posterior: -260578.62916408334 || Iter Time:0.009488821029663086 || Total time:25.33090329170227 Iteration: 57 || Clusters count: 7 || Log posterior: -260539.56060838862 || Iter Time:0.008796930313110352 || Total time:25.33970022201538 Iteration: 58 || Clusters count: 7 || Log posterior: -260516.90704339882 || Iter Time:0.7123329639434814 || Total time:26.052033185958862 Iteration: 59 || Clusters count: 7 || Log posterior: -260521.1022013757 || Iter Time:0.009117841720581055 || Total time:26.061151027679443 Iteration: 60 || Clusters count: 7 || Log posterior: -260519.5195079908 || Iter Time:0.00919198989868164 || Total time:26.070343017578125 Iteration: 61 || Clusters count: 7 || Log posterior: -260532.17786886767 || Iter Time:0.04216408729553223 || Total time:26.112507104873657 Iteration: 62 || Clusters count: 7 || Log posterior: -260453.56648360737 || Iter Time:0.007315158843994141 || Total time:26.11982226371765 Loading and distributing data: 0.000751 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -259323.62473338607 || Iter Time:0.011577129364013672 || Total time:26.131399393081665 Iteration: 64 || Clusters count: 11 || Log posterior: -258891.5219441135 || Iter Time:0.021667003631591797 || Total time:26.153066396713257 Iteration: 65 || Clusters count: 11 || Log posterior: -258834.78799938734 || Iter Time:0.008701086044311523 || Total time:26.16176748275757 Iteration: 66 || Clusters count: 11 || Log posterior: -258836.7802821407 || Iter Time:0.008812904357910156 || Total time:26.17058038711548 Iteration: 67 || Clusters count: 11 || Log posterior: -258816.18800267196 || Iter Time:0.009045124053955078 || Total time:26.179625511169434 Iteration: 68 || Clusters count: 11 || Log posterior: -258812.72436311742 || Iter Time:0.008763790130615234 || Total time:26.18838930130005 Iteration: 69 || Clusters count: 11 || Log posterior: -258807.27600789422 || Iter Time:0.008765935897827148 || Total time:26.197155237197876 Iteration: 70 || Clusters count: 11 || Log posterior: -258804.9541927457 || Iter Time:0.00906682014465332 || Total time:26.20622205734253 Iteration: 71 || Clusters count: 12 || Log posterior: -258414.56042045692 || Iter Time:0.010176897048950195 || Total time:26.21639895439148 Iteration: 72 || Clusters count: 12 || Log posterior: -258404.0299871962 || Iter Time:0.009697198867797852 || Total time:26.226096153259277 Iteration: 73 || Clusters count: 12 || Log posterior: -258389.18836012002 || Iter Time:0.009440898895263672 || Total time:26.23553705215454 Iteration: 74 || Clusters count: 12 || Log posterior: -258383.53531001025 || Iter Time:0.009222030639648438 || Total time:26.24475908279419 Iteration: 75 || Clusters count: 12 || Log posterior: -258396.46484865298 || Iter Time:0.00908803939819336 || Total time:26.253847122192383 Iteration: 76 || Clusters count: 12 || Log posterior: -258380.36354541365 || Iter Time:0.009135961532592773 || Total time:26.262983083724976 Iteration: 77 || Clusters count: 12 || Log posterior: -258392.65017719002 || Iter Time:0.009138107299804688 || Total time:26.27212119102478 Iteration: 78 || Clusters count: 12 || Log posterior: -258364.56549619 || Iter Time:0.010983943939208984 || Total time:26.28310513496399 Iteration: 79 || Clusters count: 12 || Log posterior: -258374.98239250062 || Iter Time:0.03149819374084473 || Total time:26.314603328704834 Iteration: 80 || Clusters count: 12 || Log posterior: -258369.33646641904 || Iter Time:0.011873006820678711 || Total time:26.326476335525513 Iteration: 81 || Clusters count: 12 || Log posterior: -258369.45038677976 || Iter Time:0.011831998825073242 || Total time:26.338308334350586 Iteration: 82 || Clusters count: 12 || Log posterior: -258362.4688604284 || Iter Time:0.011842966079711914 || Total time:26.350151300430298 Iteration: 83 || Clusters count: 12 || Log posterior: -258324.70840047885 || Iter Time:0.011538028717041016 || Total time:26.36168932914734 Loading and distributing data: 0.000783 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257591.80518981916 || Iter Time:0.013805866241455078 || Total time:26.375495195388794 Iteration: 85 || Clusters count: 15 || Log posterior: -257260.60373984659 || Iter Time:0.012153148651123047 || Total time:26.387648344039917 Iteration: 86 || Clusters count: 15 || Log posterior: -257205.72332280155 || Iter Time:0.012626886367797852 || Total time:26.400275230407715 Iteration: 87 || Clusters count: 15 || Log posterior: -257184.85155637006 || Iter Time:0.012878894805908203 || Total time:26.413154125213623 Iteration: 88 || Clusters count: 15 || Log posterior: -257167.19323667246 || Iter Time:0.012246131896972656 || Total time:26.425400257110596 Iteration: 89 || Clusters count: 15 || Log posterior: -257178.74504482394 || Iter Time:0.01235508918762207 || Total time:26.437755346298218 Iteration: 90 || Clusters count: 15 || Log posterior: -257178.95770070638 || Iter Time:0.018079042434692383 || Total time:26.45583438873291 Iteration: 91 || Clusters count: 15 || Log posterior: -257169.97004517706 || Iter Time:0.012787103652954102 || Total time:26.468621492385864 Iteration: 92 || Clusters count: 15 || Log posterior: -257157.86445583167 || Iter Time:0.011945009231567383 || Total time:26.48056650161743 Iteration: 93 || Clusters count: 15 || Log posterior: -257159.12118338444 || Iter Time:0.012304067611694336 || Total time:26.492870569229126 Iteration: 94 || Clusters count: 15 || Log posterior: -257153.74910605318 || Iter Time:0.012037038803100586 || Total time:26.504907608032227 Iteration: 95 || Clusters count: 15 || Log posterior: -257117.80777057586 || Iter Time:0.012067079544067383 || Total time:26.516974687576294 Iteration: 96 || Clusters count: 15 || Log posterior: -257097.30530156585 || Iter Time:0.012025117874145508 || Total time:26.52899980545044 Iteration: 97 || Clusters count: 15 || Log posterior: -257087.0376753359 || Iter Time:0.012273788452148438 || Total time:26.541273593902588 Iteration: 98 || Clusters count: 15 || Log posterior: -257082.33270545935 || Iter Time:0.012586116790771484 || Total time:26.55385971069336 Iteration: 99 || Clusters count: 15 || Log posterior: -257061.53587214637 || Iter Time:0.021390914916992188 || Total time:26.57525062561035 Iteration: 100 || Clusters count: 15 || Log posterior: -257080.2303839198 || Iter Time:0.016190052032470703 || Total time:26.591440677642822 Iteration: 101 || Clusters count: 15 || Log posterior: -257076.73760964596 || Iter Time:0.015122175216674805 || Total time:26.606562852859497 Iteration: 102 || Clusters count: 15 || Log posterior: -257084.17477799396 || Iter Time:0.015850067138671875 || Total time:26.62241291999817 Iteration: 103 || Clusters count: 15 || Log posterior: -257085.2142324117 || Iter Time:0.01574110984802246 || Total time:26.63815402984619 Iteration: 104 || Clusters count: 15 || Log posterior: -257050.57069514084 || Iter Time:0.015115022659301758 || Total time:26.653269052505493 Loading and distributing data: 0.000809 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256891.5466622107 || Iter Time:0.016356945037841797 || Total time:26.669625997543335 Iteration: 106 || Clusters count: 16 || Log posterior: -256797.2702606151 || Iter Time:0.021435022354125977 || Total time:26.69106101989746 Iteration: 107 || Clusters count: 16 || Log posterior: -256785.9055307841 || Iter Time:0.016469955444335938 || Total time:26.707530975341797 Iteration: 108 || Clusters count: 16 || Log posterior: -256759.9481332392 || Iter Time:0.016518115997314453 || Total time:26.72404909133911 Iteration: 109 || Clusters count: 16 || Log posterior: -256766.0800931235 || Iter Time:0.01630687713623047 || Total 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time:26.986618041992188 Iteration: 124 || Clusters count: 17 || Log posterior: -256297.6023671158 || Iter Time:0.022821903228759766 || Total time:27.009439945220947 Iteration: 125 || Clusters count: 17 || Log posterior: -256292.84332324064 || Iter Time:0.016849040985107422 || Total time:27.026288986206055 Loading and distributing data: 0.000810 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -256184.6413728664 || Iter Time:0.018260955810546875 || Total time:27.0445499420166 Iteration: 127 || Clusters count: 18 || Log posterior: -256123.60541017898 || Iter Time:0.017132043838500977 || Total time:27.061681985855103 Iteration: 128 || Clusters count: 18 || Log posterior: -256121.3342406189 || Iter Time:0.016665935516357422 || Total time:27.07834792137146 Iteration: 129 || Clusters count: 18 || Log posterior: -256123.3264824431 || Iter Time:0.02106785774230957 || Total time:27.09941577911377 Iteration: 130 || Clusters count: 18 || Log posterior: -256112.253364696 || Iter Time:0.017206907272338867 || Total time:27.11662268638611 Iteration: 131 || Clusters count: 18 || Log posterior: -256113.2168329059 || Iter Time:0.016415834426879883 || Total time:27.13303852081299 Iteration: 132 || Clusters count: 18 || Log posterior: -256116.8648082074 || Iter Time:0.016554832458496094 || Total time:27.149593353271484 Iteration: 133 || Clusters count: 18 || Log posterior: -256118.85473752354 || Iter Time:0.02509593963623047 || Total time:27.174689292907715 Iteration: 134 || Clusters count: 18 || Log posterior: -256121.67985790988 || Iter Time:0.017255067825317383 || Total time:27.191944360733032 Iteration: 135 || Clusters count: 18 || Log posterior: -256117.07818920419 || Iter Time:0.016878128051757812 || Total time:27.20882248878479 Iteration: 136 || Clusters count: 19 || Log posterior: -255766.89884271382 || Iter Time:0.022037029266357422 || Total time:27.230859518051147 Iteration: 137 || Clusters count: 19 || Log posterior: -255753.28545910236 || Iter Time:0.02442789077758789 || Total time:27.255287408828735 Iteration: 138 || Clusters count: 19 || Log posterior: -255756.37884140093 || Iter Time:0.019093036651611328 || Total time:27.274380445480347 Iteration: 139 || Clusters count: 19 || Log posterior: -255754.46336463248 || Iter Time:0.017872095108032227 || Total time:27.29225254058838 Iteration: 140 || Clusters count: 19 || Log posterior: -255740.71677375608 || Iter Time:0.017886877059936523 || Total time:27.310139417648315 Iteration: 141 || Clusters count: 19 || Log posterior: -255742.51395846013 || Iter Time:0.025249004364013672 || Total time:27.33538842201233 Iteration: 142 || Clusters count: 19 || Log posterior: -255741.89385478955 || Iter Time:0.021070003509521484 || Total time:27.35645842552185 Iteration: 143 || Clusters count: 19 || Log posterior: -255747.54443954912 || Iter Time:0.021127939224243164 || Total time:27.377586364746094 Iteration: 144 || Clusters count: 19 || Log posterior: -255749.69790343192 || Iter Time:0.02056121826171875 || Total time:27.398147583007812 Iteration: 145 || Clusters count: 19 || Log posterior: -255744.28404507542 || Iter Time:0.02507805824279785 || Total time:27.42322564125061 Iteration: 146 || Clusters count: 19 || Log posterior: -255739.62467095308 || Iter Time:0.01931595802307129 || Total time:27.44254159927368 Loading and distributing data: 0.000829 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 19 || Log posterior: -255340.28780731437 || Iter Time:0.02118396759033203 || Total time:27.463725566864014 Iteration: 148 || Clusters count: 19 || Log posterior: -255302.5329990331 || Iter Time:0.019842147827148438 || Total time:27.483567714691162 Iteration: 149 || Clusters count: 19 || Log posterior: -255306.6743269115 || Iter Time:0.02453017234802246 || Total time:27.508097887039185 Iteration: 150 || Clusters count: 19 || Log posterior: -255301.2711702618 || Iter Time:0.01992201805114746 || Total 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time:27.85228133201599 Iteration: 165 || Clusters count: 20 || Log posterior: -255020.63430182004 || Iter Time:0.0220029354095459 || Total time:27.874284267425537 Iteration: 166 || Clusters count: 20 || Log posterior: -255021.39573181726 || Iter Time:0.0244140625 || Total time:27.898698329925537 Iteration: 167 || Clusters count: 20 || Log posterior: -255014.67385353963 || Iter Time:0.027152061462402344 || Total time:27.92585039138794 Loading and distributing data: 0.000836 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254946.7876982621 || Iter Time:0.024584054946899414 || Total time:27.95043444633484 Iteration: 169 || Clusters count: 20 || Log posterior: -254929.6109876644 || Iter Time:0.02454996109008789 || Total time:27.974984407424927 Iteration: 170 || Clusters count: 20 || Log posterior: -254924.39872343172 || Iter Time:0.029227018356323242 || Total time:28.00421142578125 Iteration: 171 || Clusters count: 20 || Log posterior: -254924.39872343172 || Iter Time:0.024868011474609375 || Total time:28.02907943725586 Iteration: 172 || Clusters count: 20 || Log posterior: -254924.39872343172 || Iter Time:0.02474808692932129 || Total time:28.05382752418518 Iteration: 173 || Clusters count: 20 || Log posterior: -254926.50811544262 || Iter Time:0.029478073120117188 || Total time:28.083305597305298 Iteration: 174 || Clusters count: 20 || Log posterior: -254924.02000957404 || Iter Time:0.02491307258605957 || Total time:28.108218669891357 Iteration: 175 || Clusters count: 20 || Log posterior: -254927.27231603136 || Iter Time:0.02392292022705078 || Total time:28.132141590118408 Iteration: 176 || Clusters count: 20 || Log posterior: -254928.2490511546 || Iter Time:0.02408599853515625 || Total time:28.156227588653564 Iteration: 177 || Clusters count: 20 || Log posterior: -254927.25915318163 || Iter Time:0.029468059539794922 || Total time:28.18569564819336 Iteration: 178 || Clusters count: 20 || Log posterior: -254928.9694465431 || Iter Time:0.02478194236755371 || Total time:28.210477590560913 Iteration: 179 || Clusters count: 20 || Log posterior: -254929.03030410624 || Iter Time:0.02363896369934082 || Total time:28.234116554260254 Iteration: 180 || Clusters count: 20 || Log posterior: -254927.172592721 || Iter Time:0.0295560359954834 || Total time:28.263672590255737 Iteration: 181 || Clusters count: 20 || Log posterior: -254929.42324018243 || Iter Time:0.02396106719970703 || Total time:28.287633657455444 Iteration: 182 || Clusters count: 20 || Log posterior: -254930.47254834333 || Iter Time:0.02323007583618164 || Total time:28.310863733291626 Iteration: 183 || Clusters count: 20 || Log posterior: -254924.02000957404 || Iter Time:0.029240131378173828 || Total time:28.3401038646698 Iteration: 184 || Clusters count: 20 || Log posterior: -254926.28908479618 || Iter Time:0.02478194236755371 || Total time:28.364885807037354 Iteration: 185 || Clusters count: 20 || Log posterior: -254925.8731890794 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192 || Clusters count: 20 || Log posterior: -254948.93386921528 || Iter Time:0.02497100830078125 || Total time:28.571691751480103 Iteration: 193 || Clusters count: 20 || Log posterior: -254951.23846101266 || Iter Time:0.028920888900756836 || Total time:28.60061264038086 Iteration: 194 || Clusters count: 20 || Log posterior: -254951.23846101266 || Iter Time:0.024847984313964844 || Total time:28.625460624694824 Iteration: 195 || Clusters count: 20 || Log posterior: -254951.23846101266 || Iter Time:0.024611949920654297 || Total time:28.65007257461548 Iteration: 196 || Clusters count: 20 || Log posterior: -254951.23846101266 || Iter Time:0.029529094696044922 || Total time:28.679601669311523 Iteration: 197 || Clusters count: 20 || Log posterior: -254949.0584495708 || Iter Time:0.024243831634521484 || Total time:28.703845500946045 Iteration: 198 || Clusters count: 20 || Log posterior: -254951.3977276627 || Iter Time:0.02489614486694336 || Total time:28.72874164581299 Iteration: 199 || Clusters count: 20 || Log posterior: -254960.52555203205 || Iter Time:0.024688005447387695 || Total time:28.753429651260376 Iteration: 200 || Clusters count: 20 || Log posterior: -254863.1999653347 || Iter Time:0.029098987579345703 || Total time:28.78252863883972 Iteration: 201 || Clusters count: 20 || Log posterior: -254863.1999653347 || Iter Time:0.02343297004699707 || Total time:28.80596160888672 Iteration: 202 || Clusters count: 20 || Log posterior: -254858.6809950401 || Iter Time:0.023134946823120117 || Total time:28.82909655570984 Iteration: 203 || Clusters count: 20 || Log posterior: -254864.5139208884 || Iter Time:0.028558969497680664 || Total time:28.85765552520752 Iteration: 204 || Clusters count: 20 || Log posterior: -254864.5139208884 || Iter Time:0.02491593360900879 || Total time:28.88257145881653 Iteration: 205 || Clusters count: 20 || Log posterior: -254870.14272282994 || Iter Time:0.024219036102294922 || Total time:28.906790494918823 Iteration: 206 || Clusters count: 20 || Log posterior: -254861.23124376955 || Iter Time:0.02474379539489746 || Total time:28.93153429031372 Iteration: 207 || Clusters count: 20 || Log posterior: -254862.1774817562 || Iter Time:0.029288053512573242 || Total time:28.960822343826294 Iteration: 208 || Clusters count: 20 || Log posterior: -254868.96026536732 || Iter Time:0.02521491050720215 || Total time:28.986037254333496 Iteration: 209 || Clusters count: 20 || Log posterior: -254859.4241364616 || Iter Time:0.022778987884521484 || Total time:29.008816242218018 NMI: 0.7804352801499226 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.0s [95158, 20246, 47430, 49132, 31511, 149536, 143514, 16567, 13603, 115596, 8677, 77150, 5031, 49805, 32233, 31556, 43118, 5430, 23795, 40912] Loading and distributing data: 0.000355 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:4.615113973617554 || Total time:4.615113973617554 Iteration: 1 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.002062082290649414 || Total time:4.617176055908203 Iteration: 2 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.0017549991607666016 || Total time:4.61893105506897 Iteration: 3 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.00168609619140625 || Total time:4.620617151260376 Iteration: 4 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.0018260478973388672 || Total time:4.622443199157715 Iteration: 5 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.0015590190887451172 || Total time:4.62400221824646 Iteration: 6 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.0018529891967773438 || Total time:4.625855207443237 Iteration: 7 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.0016908645629882812 || Total time:4.627546072006226 Iteration: 8 || Clusters count: 1 || Log posterior: -6587.773998364415 || Iter Time:0.1164999008178711 || Total time:4.744045972824097 Iteration: 9 || Clusters count: 2 || Log posterior: -6544.861740250468 || Iter Time:0.034570932388305664 || Total time:4.778616905212402 Iteration: 10 || Clusters count: 2 || Log posterior: -6486.2593932642085 || Iter Time:0.002029895782470703 || Total time:4.780646800994873 Iteration: 11 || Clusters count: 2 || Log posterior: -6434.206363532237 || Iter Time:0.0019519329071044922 || Total time:4.7825987339019775 Iteration: 12 || Clusters count: 2 || Log posterior: -6420.98030880252 || Iter Time:0.0015909671783447266 || Total time:4.784189701080322 Iteration: 13 || Clusters count: 2 || Log posterior: -6410.658332348712 || Iter Time:0.0015339851379394531 || Total time:4.785723686218262 Iteration: 14 || Clusters count: 2 || Log posterior: -6411.412147588328 || Iter Time:0.0018630027770996094 || Total time:4.787586688995361 Iteration: 15 || Clusters count: 2 || Log posterior: -6456.360730161235 || Iter Time:0.0019309520721435547 || Total time:4.789517641067505 Iteration: 16 || Clusters count: 2 || Log posterior: -6427.0456635430055 || Iter Time:0.002112865447998047 || Total time:4.791630506515503 Iteration: 17 || Clusters count: 2 || Log posterior: -6422.365488223086 || Iter Time:0.002006053924560547 || Total time:4.7936365604400635 Iteration: 18 || Clusters count: 2 || Log posterior: -6417.569723858849 || Iter Time:0.0019698143005371094 || Total time:4.795606374740601 Iteration: 19 || Clusters count: 4 || Log posterior: -6122.483569441073 || Iter Time:0.0064470767974853516 || Total time:4.802053451538086 Iteration: 20 || Clusters count: 4 || Log posterior: -6111.684655938495 || Iter Time:0.04317116737365723 || Total time:4.845224618911743 Iteration: 21 || Clusters count: 4 || Log posterior: -6139.28959262477 || Iter Time:0.0029299259185791016 || Total time:4.848154544830322 Iteration: 22 || Clusters count: 4 || Log posterior: -6131.8429864299305 || Iter Time:0.002685070037841797 || Total time:4.850839614868164 Iteration: 23 || Clusters count: 4 || Log posterior: -6128.854260815372 || Iter Time:0.0026900768280029297 || Total time:4.853529691696167 Iteration: 24 || Clusters count: 4 || Log posterior: -6133.91301415798 || Iter Time:0.002825021743774414 || Total time:4.856354713439941 Iteration: 25 || Clusters count: 4 || Log posterior: -6126.124481715987 || Iter Time:0.0026781558990478516 || Total time:4.859032869338989 Iteration: 26 || Clusters count: 4 || Log posterior: -6120.7114531420475 || Iter Time:0.0026738643646240234 || Total time:4.861706733703613 Iteration: 27 || Clusters count: 4 || Log posterior: -6102.736018054151 || Iter Time:0.002702951431274414 || Total time:4.864409685134888 Iteration: 28 || Clusters count: 4 || Log posterior: -6107.433405529161 || Iter Time:0.002680063247680664 || Total time:4.867089748382568 Iteration: 29 || Clusters count: 5 || Log posterior: -6055.2634587730745 || Iter Time:0.005285024642944336 || Total time:4.872374773025513 Iteration: 30 || Clusters count: 5 || Log posterior: -5913.867670715157 || Iter Time:1.349743127822876 || Total time:6.222117900848389 false [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 5, 5, 3, 3] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 5, 5, 3, 3] Loading and distributing data: 0.000289 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 8 || Log posterior: -5516.555545032829 || Iter Time:0.031452178955078125 || Total time:6.253570079803467 Iteration: 32 || Clusters count: 8 || Log posterior: -5329.543960889816 || Iter Time:0.01759791374206543 || Total time:6.271167993545532 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 8 || Log posterior: -4318.1857310577025 || Iter Time:0.004539012908935547 || Total time:6.275707006454468 Iteration: 34 || Clusters count: 8 || Log posterior: -4250.945492923648 || Iter Time:0.016793012619018555 || Total time:6.292500019073486 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 8 || Log posterior: -3986.4419742816863 || Iter Time:0.004274845123291016 || Total time:6.296774864196777 Iteration: 36 || Clusters count: 8 || Log posterior: -3917.325947299123 || Iter Time:0.01638007164001465 || Total time:6.313154935836792 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 8 || Log posterior: -3859.3740396497406 || Iter Time:0.0044901371002197266 || Total time:6.317645072937012 Iteration: 38 || Clusters count: 8 || Log posterior: -3829.2458611500842 || Iter Time:0.018858909606933594 || Total time:6.336503982543945 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 8 || Log posterior: -3884.9891636755237 || Iter Time:0.004797935485839844 || Total time:6.341301918029785 Iteration: 40 || Clusters count: 8 || Log posterior: -3841.2498311937734 || Iter Time:0.017791032791137695 || Total time:6.359092950820923 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -3909.8951473609172 || Iter Time:0.005136966705322266 || Total time:6.364229917526245 Iteration: 42 || Clusters count: 8 || Log posterior: -3862.6473146310773 || Iter Time:0.01759791374206543 || Total time:6.3818278312683105 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -3878.5456683876782 || Iter Time:0.006711006164550781 || Total time:6.388538837432861 Iteration: 44 || Clusters count: 8 || Log posterior: -3849.434809237272 || Iter Time:0.0196380615234375 || Total time:6.408176898956299 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -3883.113769502745 || Iter Time:0.007822990417480469 || Total time:6.415999889373779 Iteration: 46 || Clusters count: 8 || Log posterior: -3853.012618330896 || Iter Time:0.02034902572631836 || Total time:6.436348915100098 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -3902.303527013683 || Iter Time:0.007292032241821289 || Total time:6.443640947341919 Iteration: 48 || Clusters count: 8 || Log posterior: -3869.992183804758 || Iter Time:0.020659923553466797 || Total 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Iteration: 437 || Clusters count: 14 || Log posterior: -3536.2358021566856 || Iter Time:0.012869119644165039 || Total time:14.806926488876343 Iteration: 438 || Clusters count: 14 || Log posterior: -3485.1747339648123 || Iter Time:0.03221392631530762 || Total time:14.83914041519165 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 439 || Clusters count: 14 || Log posterior: -3499.1358543096744 || Iter Time:0.012190103530883789 || Total time:14.851330518722534 Iteration: 440 || Clusters count: 14 || Log posterior: -3459.150334680268 || Iter Time:0.03367495536804199 || Total time:14.885005474090576 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 441 || Clusters count: 14 || Log posterior: -3493.764990421119 || Iter Time:0.013557195663452148 || Total time:14.898562669754028 Iteration: 442 || Clusters count: 14 || Log posterior: -3464.388812154603 || Iter Time:0.03410696983337402 || Total time:14.932669639587402 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-3489.5544502126936 || Iter Time:0.036828041076660156 || Total time:15.083369731903076 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 449 || Clusters count: 15 || Log posterior: -3547.017816671284 || Iter Time:0.01497507095336914 || Total time:15.098344802856445 Iteration: 450 || Clusters count: 15 || Log posterior: -3503.8751418048614 || Iter Time:0.059554100036621094 || Total time:15.157898902893066 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 451 || Clusters count: 15 || Log posterior: -3525.052853279373 || Iter Time:0.01464700698852539 || Total time:15.172545909881592 Iteration: 452 || Clusters count: 15 || Log posterior: -3505.237820350496 || Iter Time:0.03746199607849121 || Total time:15.210007905960083 Loading and distributing data: 0.000260 seconds (141 allocations: 13.211 KiB) Iteration: 453 || Clusters count: 15 || Log posterior: -3447.227291617777 || Iter Time:0.015120983123779297 || Total 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|| Log posterior: -3530.089970940069 || Iter Time:0.01651310920715332 || Total time:15.392021894454956 Iteration: 460 || Clusters count: 15 || Log posterior: -3496.315000163044 || Iter Time:0.040389060974121094 || Total time:15.432410955429077 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 461 || Clusters count: 15 || Log posterior: -3535.0814681418847 || Iter Time:0.016465187072753906 || Total time:15.448876142501831 Iteration: 462 || Clusters count: 15 || Log posterior: -3501.887254155625 || Iter Time:0.0407869815826416 || Total time:15.489663124084473 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 463 || Clusters count: 15 || Log posterior: -3455.477035956322 || Iter Time:0.016657114028930664 || Total time:15.506320238113403 Iteration: 464 || Clusters count: 15 || Log posterior: -3435.6877549987407 || Iter Time:0.04010510444641113 || Total time:15.546425342559814 Loading and distributing data: 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Iteration: 476 || Clusters count: 16 || Log posterior: -3509.135205773396 || Iter Time:0.040702104568481445 || Total time:15.921618700027466 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 477 || Clusters count: 16 || Log posterior: -3489.811291139967 || Iter Time:0.018733978271484375 || Total time:15.94035267829895 Iteration: 478 || Clusters count: 16 || Log posterior: -3473.0350632047416 || Iter Time:0.04691910743713379 || Total time:15.987271785736084 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 479 || Clusters count: 17 || Log posterior: -3501.545567827263 || Iter Time:0.018897056579589844 || Total time:16.006168842315674 Iteration: 480 || Clusters count: 16 || Log posterior: -3466.709982767461 || Iter Time:0.0452580451965332 || Total time:16.051426887512207 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 481 || Clusters count: 16 || Log posterior: -3490.9257271498955 || Iter Time:0.01682281494140625 || Total time:16.068249702453613 Iteration: 482 || Clusters count: 16 || Log posterior: -3457.1741121807827 || Iter Time:0.04245114326477051 || Total time:16.110700845718384 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 483 || Clusters count: 16 || Log posterior: -3482.5816830942085 || Iter Time:0.018507003784179688 || Total time:16.129207849502563 Iteration: 484 || Clusters count: 15 || Log posterior: -3430.3488637143196 || Iter Time:0.0427708625793457 || Total time:16.17197871208191 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 485 || Clusters count: 15 || Log posterior: -3503.102175243772 || Iter Time:0.015681982040405273 || Total time:16.187660694122314 Iteration: 486 || Clusters count: 15 || Log posterior: -3486.4671079687173 || Iter Time:0.042797088623046875 || Total time:16.23045778274536 Loading and distributing data: 0.000178 seconds (141 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Iteration: 869 || Clusters count: 15 || Log posterior: -3495.352253313185 || Iter Time:0.017833948135375977 || Total time:27.022711753845215 Iteration: 870 || Clusters count: 15 || Log posterior: -3465.342811478973 || Iter Time:0.03901100158691406 || Total time:27.06172275543213 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 15 || Log posterior: -3509.09545712428 || Iter Time:0.015996932983398438 || Total time:27.077719688415527 Iteration: 872 || Clusters count: 15 || Log posterior: -3468.5758568412743 || Iter Time:0.04061102867126465 || Total time:27.118330717086792 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 15 || Log posterior: -3483.1131732467798 || Iter Time:0.015944957733154297 || Total time:27.134275674819946 Iteration: 874 || Clusters count: 15 || Log posterior: -3455.0048567830695 || Iter Time:0.03800511360168457 || Total time:27.17228078842163 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Iteration: 941 || Clusters count: 15 || Log posterior: -3504.9913061195934 || Iter Time:0.015774011611938477 || Total time:29.09494423866272 Iteration: 942 || Clusters count: 15 || Log posterior: -3486.004422170476 || Iter Time:0.04160284996032715 || Total time:29.136547088623047 Loading and distributing data: 0.000185 seconds (141 allocations: 13.242 KiB) Iteration: 943 || Clusters count: 15 || Log posterior: -3566.2844279245096 || Iter Time:0.016065120697021484 || Total time:29.15261220932007 Iteration: 944 || Clusters count: 15 || Log posterior: -3527.2077338082654 || Iter Time:0.04520606994628906 || Total time:29.197818279266357 Loading and distributing data: 0.000188 seconds (141 allocations: 13.242 KiB) Iteration: 945 || Clusters count: 15 || Log posterior: -3564.9314258833633 || Iter Time:0.016136884689331055 || Total time:29.21395516395569 Iteration: 946 || Clusters count: 15 || Log posterior: -3510.120471991248 || Iter Time:0.03805088996887207 || Total time:29.25200605392456 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Iteration: 991 || Clusters count: 15 || Log posterior: -3546.3900734616736 || Iter Time:0.015619039535522461 || Total time:30.50454330444336 Iteration: 992 || Clusters count: 15 || Log posterior: -3516.7282006148225 || Iter Time:0.03926992416381836 || Total time:30.543813228607178 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 993 || Clusters count: 15 || Log posterior: -3563.193138034228 || Iter Time:0.01669597625732422 || Total time:30.560509204864502 Iteration: 994 || Clusters count: 15 || Log posterior: -3522.832353362495 || Iter Time:0.03996706008911133 || Total time:30.600476264953613 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 995 || Clusters count: 15 || Log posterior: -3571.392953307654 || Iter Time:0.01607799530029297 || Total time:30.616554260253906 Iteration: 996 || Clusters count: 15 || Log posterior: -3531.0100397021656 || Iter Time:0.03949999809265137 || Total time:30.656054258346558 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-3461.4846433852836 || Iter Time:0.013921022415161133 || Total time:32.39459300041199 Iteration: 1058 || Clusters count: 15 || Log posterior: -3450.124305348527 || Iter Time:0.036210060119628906 || Total time:32.430803060531616 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1059 || Clusters count: 15 || Log posterior: -3504.4697301824885 || Iter Time:0.013377904891967773 || Total time:32.444180965423584 Iteration: 1060 || Clusters count: 15 || Log posterior: -3477.221393242411 || Iter Time:0.034484148025512695 || Total time:32.4786651134491 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1061 || Clusters count: 15 || Log posterior: -3504.495809266386 || Iter Time:0.013792991638183594 || Total time:32.49245810508728 Iteration: 1062 || Clusters count: 15 || Log posterior: -3484.3179817499276 || Iter Time:0.060873985290527344 || Total time:32.55333209037781 Loading and distributing data: 0.000181 seconds 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Iteration: 1173 || Clusters count: 15 || Log posterior: -3455.11398753151 || Iter Time:0.015211105346679688 || Total time:36.27608680725098 Iteration: 1174 || Clusters count: 15 || Log posterior: -3434.451567652358 || Iter Time:0.039858102798461914 || Total time:36.31594491004944 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1175 || Clusters count: 15 || Log posterior: -3442.6517852607362 || Iter Time:0.0167388916015625 || Total time:36.332683801651 Iteration: 1176 || Clusters count: 15 || Log posterior: -3418.5817322239345 || Iter Time:0.04107403755187988 || Total time:36.37375783920288 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1177 || Clusters count: 15 || Log posterior: -3499.1186212521684 || Iter Time:0.017973899841308594 || Total time:36.39173173904419 Iteration: 1178 || Clusters count: 15 || Log posterior: -3464.4013090943363 || Iter Time:0.040654897689819336 || Total time:36.43238663673401 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-3523.8885534381243 || Iter Time:0.04213404655456543 || Total time:36.60208749771118 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 15 || Log posterior: -3531.3399640495 || Iter Time:0.017840147018432617 || Total time:36.619927644729614 Iteration: 1186 || Clusters count: 15 || Log posterior: -3499.6286384741343 || Iter Time:0.04013681411743164 || Total time:36.660064458847046 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 15 || Log posterior: -3453.339073437767 || Iter Time:0.01690506935119629 || Total time:36.67696952819824 Iteration: 1188 || Clusters count: 15 || Log posterior: -3428.9548486352382 || Iter Time:0.04106283187866211 || Total time:36.718032360076904 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1189 || Clusters count: 15 || Log posterior: -3462.6083143362594 || Iter Time:0.017704010009765625 || 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-3468.1127945781827 || Iter Time:0.045042991638183594 || Total time:37.30109453201294 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1207 || Clusters count: 15 || Log posterior: -3508.9555059277527 || Iter Time:0.018663883209228516 || Total time:37.31975841522217 Iteration: 1208 || Clusters count: 15 || Log posterior: -3490.902392866134 || Iter Time:0.04705500602722168 || Total time:37.36681342124939 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1209 || Clusters count: 15 || Log posterior: -3538.371458003758 || Iter Time:0.019648075103759766 || Total time:37.38646149635315 Iteration: 1210 || Clusters count: 15 || Log posterior: -3491.3861030407443 || Iter Time:0.049269914627075195 || Total time:37.435731410980225 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1211 || Clusters count: 15 || Log posterior: -3513.6488765354507 || Iter Time:0.01963186264038086 || 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-3481.837584955062 || Iter Time:0.04217100143432617 || Total time:40.188223123550415 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters count: 16 || Log posterior: -3509.450661422979 || Iter Time:0.016419172286987305 || Total time:40.2046422958374 Iteration: 1302 || Clusters count: 15 || Log posterior: -3483.6212346319166 || Iter Time:0.04328179359436035 || Total time:40.24792408943176 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1303 || Clusters count: 15 || Log posterior: -3570.129813398478 || Iter Time:0.016584157943725586 || Total time:40.26450824737549 Iteration: 1304 || Clusters count: 15 || Log posterior: -3521.971584473516 || Iter Time:0.041290998458862305 || Total time:40.30579924583435 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1305 || Clusters count: 15 || Log posterior: -3540.274675868697 || Iter Time:0.017229080200195312 || Total 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-3483.6887193038333 || Iter Time:0.04141807556152344 || Total time:46.666677474975586 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 15 || Log posterior: -3486.5055419089467 || Iter Time:0.014790058135986328 || Total time:46.68146753311157 Iteration: 1534 || Clusters count: 15 || Log posterior: -3456.300351012778 || Iter Time:0.03883504867553711 || Total time:46.72030258178711 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1535 || Clusters count: 15 || Log posterior: -3513.087894945683 || Iter Time:0.014369010925292969 || Total time:46.7346715927124 Iteration: 1536 || Clusters count: 15 || Log posterior: -3477.5348794068286 || Iter Time:0.039392948150634766 || Total time:46.77406454086304 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1537 || Clusters count: 15 || Log posterior: -3460.7563710309187 || Iter Time:0.01585698127746582 || 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-3493.2746600359865 || Iter Time:0.0389101505279541 || Total time:47.29790210723877 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1555 || Clusters count: 14 || Log posterior: -3546.316166621497 || Iter Time:0.015462875366210938 || Total time:47.31336498260498 Iteration: 1556 || Clusters count: 14 || Log posterior: -3496.328561314663 || Iter Time:0.03764081001281738 || Total time:47.3510057926178 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 14 || Log posterior: -3491.336719756675 || Iter Time:0.014570951461791992 || Total time:47.36557674407959 Iteration: 1558 || Clusters count: 14 || Log posterior: -3459.447928780184 || Iter Time:0.03870701789855957 || Total time:47.40428376197815 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 14 || Log posterior: -3481.315983744283 || Iter Time:0.015644073486328125 || Total 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Iteration: 1615 || Clusters count: 16 || Log posterior: -3489.2377796346486 || Iter Time:0.015494108200073242 || Total time:48.93760442733765 Iteration: 1616 || Clusters count: 16 || Log posterior: -3474.873015826894 || Iter Time:0.04010605812072754 || Total time:48.977710485458374 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1617 || Clusters count: 16 || Log posterior: -3463.9737825514667 || Iter Time:0.016981124877929688 || Total time:48.994691610336304 Iteration: 1618 || Clusters count: 16 || Log posterior: -3448.0116646160895 || Iter Time:0.0368800163269043 || Total time:49.03157162666321 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1619 || Clusters count: 16 || Log posterior: -3435.0977217861555 || Iter Time:0.015637874603271484 || Total time:49.04720950126648 Iteration: 1620 || Clusters count: 16 || Log posterior: -3414.3344930672056 || Iter Time:0.03821086883544922 || Total 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16 || Log posterior: -3439.622411605021 || Iter Time:0.03876900672912598 || Total time:49.249184131622314 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1627 || Clusters count: 16 || Log posterior: -3459.267426121806 || Iter Time:0.017904043197631836 || Total time:49.267088174819946 Iteration: 1628 || Clusters count: 16 || Log posterior: -3443.005247613036 || Iter Time:0.06694698333740234 || Total time:49.33403515815735 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1629 || Clusters count: 16 || Log posterior: -3488.516147881351 || Iter Time:0.01567387580871582 || Total time:49.349709033966064 Iteration: 1630 || Clusters count: 16 || Log posterior: -3468.7865726514387 || Iter Time:0.03976106643676758 || Total time:49.38947010040283 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1631 || Clusters count: 15 || Log posterior: -3534.8160217101577 || Iter 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Iteration: 1637 || Clusters count: 15 || Log posterior: -3536.6259222984045 || Iter Time:0.018750905990600586 || Total time:49.57342004776001 Iteration: 1638 || Clusters count: 15 || Log posterior: -3506.606344013249 || Iter Time:0.041929006576538086 || Total time:49.61534905433655 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1639 || Clusters count: 15 || Log posterior: -3499.3620342008594 || Iter Time:0.016449928283691406 || Total time:49.63179898262024 Iteration: 1640 || Clusters count: 15 || Log posterior: -3473.929610719681 || Iter Time:0.04266691207885742 || Total time:49.6744658946991 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1641 || Clusters count: 15 || Log posterior: -3485.801606916207 || Iter Time:0.01645684242248535 || Total time:49.69092273712158 Iteration: 1642 || Clusters count: 15 || Log posterior: -3457.9956799212264 || Iter Time:0.04089808464050293 || Total 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|| Log posterior: -3450.0778926938297 || Iter Time:0.03743600845336914 || Total time:49.89883303642273 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1649 || Clusters count: 15 || Log posterior: -3492.098247465655 || Iter Time:0.016754865646362305 || Total time:49.91558790206909 Iteration: 1650 || Clusters count: 15 || Log posterior: -3469.334550017389 || Iter Time:0.038192033767700195 || Total time:49.95377993583679 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1651 || Clusters count: 15 || Log posterior: -3490.5143906104126 || Iter Time:0.016041040420532227 || Total time:49.969820976257324 Iteration: 1652 || Clusters count: 15 || Log posterior: -3471.97881733691 || Iter Time:0.04315495491027832 || Total time:50.0129759311676 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1653 || Clusters count: 15 || Log posterior: -3481.855610209138 || Iter 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Iteration: 1659 || Clusters count: 15 || Log posterior: -3485.952939464554 || Iter Time:0.015511035919189453 || Total time:50.22944450378418 Iteration: 1660 || Clusters count: 15 || Log posterior: -3459.7462286377936 || Iter Time:0.037061214447021484 || Total time:50.2665057182312 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1661 || Clusters count: 15 || Log posterior: -3497.446867525171 || Iter Time:0.015700817108154297 || Total time:50.282206535339355 Iteration: 1662 || Clusters count: 15 || Log posterior: -3464.60021925233 || Iter Time:0.03971600532531738 || Total time:50.32192254066467 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1663 || Clusters count: 16 || Log posterior: -3460.07778362651 || Iter Time:0.016659021377563477 || Total time:50.338581562042236 Iteration: 1664 || Clusters count: 15 || Log posterior: -3432.8441625102314 || Iter Time:0.04387688636779785 || Total 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Iteration: 1681 || Clusters count: 15 || Log posterior: -3404.546522561384 || Iter Time:0.04007887840270996 || Total time:50.85863971710205 Iteration: 1682 || Clusters count: 15 || Log posterior: -3396.899939191357 || Iter Time:0.03721785545349121 || Total time:50.89585757255554 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1683 || Clusters count: 15 || Log posterior: -3470.446038311503 || Iter Time:0.014893054962158203 || Total time:50.9107506275177 Iteration: 1684 || Clusters count: 15 || Log posterior: -3454.013156758946 || Iter Time:0.03707408905029297 || Total time:50.94782471656799 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1685 || Clusters count: 15 || Log posterior: -3481.8568971326376 || Iter Time:0.014007091522216797 || Total time:50.96183180809021 Iteration: 1686 || Clusters count: 15 || Log posterior: -3467.1255662475255 || Iter Time:0.03784799575805664 || Total time:50.99967980384827 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-3474.06347277224 || Iter Time:0.041375160217285156 || Total time:51.164937019348145 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1693 || Clusters count: 15 || Log posterior: -3480.8105485226956 || Iter Time:0.015980005264282227 || Total time:51.18091702461243 Iteration: 1694 || Clusters count: 15 || Log posterior: -3443.538508778976 || Iter Time:0.04494595527648926 || Total time:51.225862979888916 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1695 || Clusters count: 15 || Log posterior: -3475.3852052794614 || Iter Time:0.015462875366210938 || Total time:51.24132585525513 Iteration: 1696 || Clusters count: 15 || Log posterior: -3457.374573856076 || Iter Time:0.040390968322753906 || Total time:51.28171682357788 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1697 || Clusters count: 15 || Log posterior: -3499.4011443697573 || Iter Time:0.014931917190551758 || 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Iteration: 1753 || Clusters count: 15 || Log posterior: -3503.106959476788 || Iter Time:0.015126943588256836 || Total time:52.9563775062561 Iteration: 1754 || Clusters count: 15 || Log posterior: -3470.4584600967223 || Iter Time:0.03943300247192383 || Total time:52.99581050872803 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 15 || Log posterior: -3451.406907775193 || Iter Time:0.014456987380981445 || Total time:53.01026749610901 Iteration: 1756 || Clusters count: 15 || Log posterior: -3417.648526004739 || Iter Time:0.03971695899963379 || Total time:53.04998445510864 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1757 || Clusters count: 15 || Log posterior: -3430.8720295810795 || Iter Time:0.01703500747680664 || Total time:53.06701946258545 Iteration: 1758 || Clusters count: 15 || Log posterior: -3409.875542718443 || Iter Time:0.04232597351074219 || Total time:53.10934543609619 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-3464.89744274723 || Iter Time:0.0420379638671875 || Total time:53.30250573158264 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1765 || Clusters count: 16 || Log posterior: -3475.045632345609 || Iter Time:0.016328096389770508 || Total time:53.31883382797241 Iteration: 1766 || Clusters count: 16 || Log posterior: -3453.8938515703085 || Iter Time:0.04213881492614746 || Total time:53.36097264289856 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1767 || Clusters count: 15 || Log posterior: -3498.5345559742204 || Iter Time:0.01568913459777832 || Total time:53.37666177749634 Iteration: 1768 || Clusters count: 15 || Log posterior: -3463.4532547251215 || Iter Time:0.03664898872375488 || Total time:53.41331076622009 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3484.862050113748 || Iter Time:0.01483011245727539 || Total 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|| Log posterior: -3489.982304855002 || Iter Time:0.015891075134277344 || Total time:53.58630609512329 Iteration: 1776 || Clusters count: 15 || Log posterior: -3455.8338508347047 || Iter Time:0.037312984466552734 || Total time:53.623619079589844 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1777 || Clusters count: 15 || Log posterior: -3506.397192045945 || Iter Time:0.015433073043823242 || Total time:53.63905215263367 Iteration: 1778 || Clusters count: 15 || Log posterior: -3491.923810983316 || Iter Time:0.03614997863769531 || Total time:53.67520213127136 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1779 || Clusters count: 15 || Log posterior: -3517.111314151051 || Iter Time:0.016402006149291992 || Total time:53.691604137420654 Iteration: 1780 || Clusters count: 15 || Log posterior: -3504.8996112410573 || Iter Time:0.03841996192932129 || Total time:53.730024099349976 Loading and distributing data: 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Iteration: 1792 || Clusters count: 15 || Log posterior: -3478.140965138682 || Iter Time:0.04775285720825195 || Total time:54.124207735061646 Loading and distributing data: 0.000216 seconds (141 allocations: 13.242 KiB) Iteration: 1793 || Clusters count: 15 || Log posterior: -3505.1120727600446 || Iter Time:0.017446041107177734 || Total time:54.14165377616882 Iteration: 1794 || Clusters count: 15 || Log posterior: -3483.6412542172498 || Iter Time:0.03943300247192383 || Total time:54.18108677864075 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1795 || Clusters count: 15 || Log posterior: -3535.9185620963945 || Iter Time:0.016080856323242188 || Total time:54.19716763496399 Iteration: 1796 || Clusters count: 15 || Log posterior: -3497.2891985358197 || Iter Time:0.04042410850524902 || Total time:54.23759174346924 Loading and distributing data: 0.000203 seconds (141 allocations: 13.242 KiB) Iteration: 1797 || Clusters count: 15 || Log posterior: -3480.1273608528136 || Iter Time:0.017732858657836914 || Total time:54.255324602127075 Iteration: 1798 || Clusters count: 15 || Log posterior: -3470.49287796141 || Iter Time:0.040544986724853516 || Total time:54.29586958885193 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1799 || Clusters count: 15 || Log posterior: -3454.443511429652 || Iter Time:0.017612934112548828 || Total time:54.31348252296448 Iteration: 1800 || Clusters count: 15 || Log posterior: -3433.334566116851 || Iter Time:0.03964400291442871 || Total time:54.353126525878906 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1801 || Clusters count: 15 || Log posterior: -3528.482959716223 || Iter Time:0.016659021377563477 || Total time:54.36978554725647 Iteration: 1802 || Clusters count: 15 || Log posterior: -3479.78124575197 || Iter Time:0.04219698905944824 || Total time:54.41198253631592 Loading and distributing data: 0.000200 seconds (141 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Iteration: 1825 || Clusters count: 15 || Log posterior: -3491.6920500123765 || Iter Time:0.01578497886657715 || Total time:55.0702588558197 Iteration: 1826 || Clusters count: 15 || Log posterior: -3450.8932542777357 || Iter Time:0.03859305381774902 || Total time:55.10885190963745 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3491.85677941187 || Iter Time:0.017477989196777344 || Total time:55.12632989883423 Iteration: 1828 || Clusters count: 15 || Log posterior: -3476.7450825135234 || Iter Time:0.04227185249328613 || Total time:55.168601751327515 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -3524.4495652641526 || Iter Time:0.01749396324157715 || Total time:55.18609571456909 Iteration: 1830 || Clusters count: 15 || Log posterior: -3482.2243265950765 || Iter Time:0.03952503204345703 || Total time:55.22562074661255 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 15 || Log posterior: -3442.717938463825 || Iter Time:0.017876863479614258 || Total time:55.24349761009216 Iteration: 1832 || Clusters count: 15 || Log posterior: -3414.873323904121 || Iter Time:0.0502779483795166 || Total time:55.29377555847168 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 15 || Log posterior: -3437.1388714715727 || Iter Time:0.0188751220703125 || Total time:55.31265068054199 Iteration: 1834 || Clusters count: 15 || Log posterior: -3421.608387931908 || Iter Time:0.04233813285827637 || Total time:55.35498881340027 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 15 || Log posterior: -3499.95839110871 || Iter Time:0.01574110984802246 || Total time:55.37072992324829 Iteration: 1836 || Clusters count: 15 || Log posterior: -3479.4928070999918 || Iter Time:0.03987693786621094 || Total time:55.4106068611145 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -3521.1120089760707 || Iter Time:0.01500701904296875 || Total time:55.42561388015747 Iteration: 1838 || Clusters count: 15 || Log posterior: -3493.6922233271725 || Iter Time:0.03821611404418945 || Total time:55.46382999420166 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3477.854170960116 || Iter Time:0.01570296287536621 || Total time:55.479532957077026 Iteration: 1840 || Clusters count: 15 || Log posterior: -3454.3161942751362 || Iter Time:0.037995100021362305 || Total time:55.51752805709839 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3448.845273273201 || Iter Time:0.01666092872619629 || Total 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|| Log posterior: -3511.0339540874375 || Iter Time:0.01589798927307129 || Total time:55.73378801345825 Iteration: 1848 || Clusters count: 15 || Log posterior: -3450.1772862117696 || Iter Time:0.03926706314086914 || Total time:55.77305507659912 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3498.911063064151 || Iter Time:0.015511035919189453 || Total time:55.78856611251831 Iteration: 1850 || Clusters count: 15 || Log posterior: -3462.8164258450615 || Iter Time:0.037721872329711914 || Total time:55.82628798484802 Loading and distributing data: 0.000420 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -3523.911859471079 || Iter Time:0.015356063842773438 || Total time:55.841644048690796 Iteration: 1852 || Clusters count: 15 || Log posterior: -3480.133569726543 || Iter Time:0.03901314735412598 || Total time:55.88065719604492 Loading and distributing data: 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Time:0.041903018951416016 || Total time:56.05216670036316 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3473.2171745153514 || Iter Time:0.015385866165161133 || Total time:56.06755256652832 Iteration: 1860 || Clusters count: 15 || Log posterior: -3457.8605913729352 || Iter Time:0.03746509552001953 || Total time:56.10501766204834 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3505.3027473402863 || Iter Time:0.015675067901611328 || Total time:56.12069272994995 Iteration: 1862 || Clusters count: 16 || Log posterior: -3470.965562724503 || Iter Time:0.03821301460266113 || Total time:56.15890574455261 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 16 || Log posterior: -3519.6986051117037 || Iter Time:0.014345169067382812 || Total time:56.173250913619995 Iteration: 1864 || Clusters count: 16 || Log posterior: -3476.6140605432774 || Iter Time:0.03809499740600586 || Total time:56.211345911026 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3509.7605767035993 || Iter Time:0.014554977416992188 || Total time:56.22590088844299 Iteration: 1866 || Clusters count: 16 || Log posterior: -3459.5374219564114 || Iter Time:0.04044079780578613 || Total time:56.26634168624878 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 16 || Log posterior: -3479.8630220063064 || Iter Time:0.015402078628540039 || Total time:56.28174376487732 Iteration: 1868 || Clusters count: 16 || Log posterior: -3465.823724453321 || Iter Time:0.0434720516204834 || Total time:56.3252158164978 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 16 || Log posterior: -3561.8397620962705 || Iter Time:0.01617288589477539 || Total time:56.34138870239258 Iteration: 1870 || Clusters count: 16 || Log posterior: -3503.28389081392 || Iter Time:0.06520700454711914 || Total time:56.4065957069397 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -3572.4394385082182 || Iter Time:0.015748977661132812 || Total time:56.42234468460083 Iteration: 1872 || Clusters count: 16 || Log posterior: -3539.3484062986713 || Iter Time:0.040387868881225586 || Total time:56.462732553482056 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 17 || Log posterior: -3530.5270137302327 || Iter Time:0.01644277572631836 || Total time:56.479175329208374 Iteration: 1874 || Clusters count: 17 || Log posterior: -3484.1478086798147 || Iter Time:0.041375160217285156 || Total time:56.52055048942566 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 17 || Log posterior: -3475.4684348615942 || Iter Time:0.014802932739257812 || Total time:56.53535342216492 Iteration: 1876 || Clusters count: 16 || Log posterior: -3430.285955676054 || Iter Time:0.039038896560668945 || Total time:56.574392318725586 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3538.58382322463 || Iter Time:0.014814138412475586 || Total time:56.58920645713806 Iteration: 1878 || Clusters count: 15 || Log posterior: -3513.030191621864 || Iter Time:0.03909492492675781 || Total time:56.62830138206482 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3523.9248281052933 || Iter Time:0.01602911949157715 || Total time:56.6443305015564 Iteration: 1880 || Clusters count: 15 || Log posterior: -3506.021024119331 || Iter Time:0.03792905807495117 || Total time:56.68225955963135 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3535.47412372206 || Iter Time:0.014343023300170898 || Total time:56.69660258293152 Iteration: 1882 || Clusters count: 15 || Log posterior: -3508.0149948135327 || Iter Time:0.037979841232299805 || Total time:56.73458242416382 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3493.1486053712406 || Iter Time:0.014864921569824219 || Total time:56.74944734573364 Iteration: 1884 || Clusters count: 15 || Log posterior: -3465.122567451084 || Iter Time:0.035861968994140625 || Total time:56.78530931472778 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3418.9849321328684 || Iter Time:0.0150909423828125 || Total time:56.800400257110596 Iteration: 1886 || Clusters count: 15 || Log posterior: -3392.8390974990225 || Iter Time:0.037348031997680664 || Total time:56.837748289108276 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3480.9803672794683 || Iter Time:0.014709949493408203 || Total time:56.852458238601685 Iteration: 1888 || Clusters count: 15 || Log posterior: -3458.2339382761847 || Iter Time:0.03651785850524902 || Total time:56.888976097106934 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3527.9580465823724 || Iter Time:0.013543128967285156 || Total time:56.90251922607422 Iteration: 1890 || Clusters count: 15 || Log posterior: -3497.0847644055407 || Iter Time:0.03533577919006348 || Total time:56.93785500526428 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3482.7861756389343 || Iter Time:0.014165878295898438 || Total time:56.95202088356018 Iteration: 1892 || Clusters count: 15 || Log posterior: -3460.287439793061 || Iter Time:0.0377500057220459 || Total time:56.98977088928223 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3462.559667876339 || Iter Time:0.01575493812561035 || Total time:57.00552582740784 Iteration: 1894 || Clusters count: 15 || Log posterior: -3439.2743703500582 || Iter Time:0.038374900817871094 || Total time:57.04390072822571 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3479.4135348630166 || Iter Time:0.016195058822631836 || Total time:57.06009578704834 Iteration: 1896 || Clusters count: 15 || Log posterior: -3454.9076701605964 || Iter Time:0.06936383247375488 || Total time:57.129459619522095 Loading and distributing data: 0.000169 seconds (141 allocations: 13.242 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3476.53073837815 || Iter Time:0.017405033111572266 || Total time:57.14686465263367 Iteration: 1898 || Clusters count: 15 || Log posterior: -3462.5795999021243 || Iter Time:0.04516196250915527 || Total time:57.19202661514282 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3467.9723175276617 || Iter Time:0.018301963806152344 || Total time:57.210328578948975 Iteration: 1900 || Clusters count: 15 || Log posterior: -3444.000741264508 || Iter Time:0.046823978424072266 || Total time:57.25715255737305 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3527.1662764418797 || Iter Time:0.016047000885009766 || Total time:57.27319955825806 Iteration: 1902 || Clusters count: 15 || Log posterior: -3493.620787485458 || Iter Time:0.04340100288391113 || Total time:57.31660056114197 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3501.9076125374927 || Iter Time:0.014616012573242188 || Total time:57.33121657371521 Iteration: 1904 || Clusters count: 15 || Log posterior: -3470.1783132894593 || Iter Time:0.037824153900146484 || Total time:57.369040727615356 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3479.1780590576886 || Iter Time:0.014688968658447266 || Total time:57.383729696273804 Iteration: 1906 || Clusters count: 15 || Log posterior: -3431.817870782307 || Iter Time:0.037222862243652344 || Total time:57.420952558517456 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3448.897614701238 || Iter Time:0.014631986618041992 || Total time:57.4355845451355 Iteration: 1908 || Clusters count: 15 || Log posterior: -3422.749548428695 || Iter Time:0.04081392288208008 || Total time:57.47639846801758 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3477.3588068381023 || Iter Time:0.014406919479370117 || Total time:57.49080538749695 Iteration: 1910 || Clusters count: 15 || Log posterior: -3444.2126613665832 || Iter Time:0.03796887397766113 || Total time:57.52877426147461 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3478.413360654579 || Iter Time:0.017245054244995117 || Total time:57.546019315719604 Iteration: 1912 || Clusters count: 15 || Log posterior: -3456.72910180195 || Iter Time:0.03945517539978027 || Total time:57.585474491119385 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3517.058187564005 || Iter Time:0.01704096794128418 || Total time:57.60251545906067 Iteration: 1914 || Clusters count: 15 || Log posterior: -3479.6248857032556 || Iter Time:0.03778195381164551 || Total time:57.640297412872314 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3482.4976747128712 || Iter Time:0.015432119369506836 || Total time:57.65572953224182 Iteration: 1916 || Clusters count: 15 || Log posterior: -3454.116150373873 || Iter Time:0.0383448600769043 || Total time:57.694074392318726 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3473.5031401904207 || Iter Time:0.014757871627807617 || Total time:57.70883226394653 Iteration: 1918 || Clusters count: 15 || Log posterior: -3438.9850805085625 || Iter Time:0.03809380531311035 || Total time:57.746926069259644 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3522.625535382702 || Iter Time:0.014776945114135742 || Total time:57.76170301437378 Iteration: 1920 || Clusters count: 15 || Log posterior: -3487.4664116101785 || Iter Time:0.034417152404785156 || Total time:57.796120166778564 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3533.452720091166 || Iter Time:0.014365196228027344 || Total time:57.81048536300659 Iteration: 1922 || Clusters count: 15 || Log posterior: -3491.8688404315217 || Iter Time:0.038559913635253906 || Total time:57.849045276641846 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3522.050768888453 || Iter Time:0.016375064849853516 || Total time:57.8654203414917 Iteration: 1924 || Clusters count: 15 || Log posterior: -3498.3059909540234 || Iter Time:0.06422090530395508 || Total time:57.929641246795654 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3528.9293687680347 || Iter Time:0.0158078670501709 || Total time:57.945449113845825 Iteration: 1926 || Clusters count: 15 || Log posterior: -3502.998169088023 || Iter Time:0.03983306884765625 || Total time:57.98528218269348 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3477.589435958317 || Iter Time:0.018046140670776367 || Total time:58.00332832336426 Iteration: 1928 || Clusters count: 15 || Log posterior: -3452.6808258136534 || Iter Time:0.041937828063964844 || Total time:58.04526615142822 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3413.254806951596 || Iter Time:0.016630887985229492 || Total time:58.06189703941345 Iteration: 1930 || Clusters count: 15 || Log posterior: -3396.9528899125507 || Iter Time:0.03804802894592285 || Total time:58.099945068359375 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -3506.513195882139 || Iter Time:0.016653060913085938 || Total time:58.11659812927246 Iteration: 1932 || Clusters count: 15 || Log posterior: -3480.727081905588 || Iter Time:0.041200876235961914 || Total time:58.15779900550842 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3541.010885195249 || Iter Time:0.01703500747680664 || Total time:58.17483401298523 Iteration: 1934 || Clusters count: 15 || Log posterior: -3483.639073363462 || Iter Time:0.0406339168548584 || Total time:58.21546792984009 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3506.911840361154 || Iter Time:0.01638197898864746 || Total time:58.231849908828735 Iteration: 1936 || Clusters count: 15 || Log posterior: -3489.7411710139672 || Iter Time:0.03854799270629883 || Total time:58.270397901535034 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3524.749741195155 || Iter Time:0.01630401611328125 || Total time:58.286701917648315 Iteration: 1938 || Clusters count: 15 || Log posterior: -3506.3200731531274 || Iter Time:0.039813995361328125 || Total time:58.326515913009644 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3583.860416146728 || Iter Time:0.016537904739379883 || Total time:58.34305381774902 Iteration: 1940 || Clusters count: 15 || Log posterior: -3532.061558853352 || Iter Time:0.037446022033691406 || Total time:58.380499839782715 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -3577.603214325749 || Iter Time:0.01707911491394043 || Total time:58.397578954696655 Iteration: 1942 || Clusters count: 15 || Log posterior: -3562.9084771276425 || Iter Time:0.03662395477294922 || Total time:58.434202909469604 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3605.935519006337 || Iter Time:0.015255928039550781 || Total time:58.449458837509155 Iteration: 1944 || Clusters count: 15 || Log posterior: -3547.338203238551 || Iter Time:0.03644895553588867 || Total time:58.485907793045044 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -3532.1570793163955 || Iter Time:0.01541900634765625 || Total time:58.5013267993927 Iteration: 1946 || Clusters count: 15 || Log posterior: -3509.6734743882485 || Iter Time:0.0361630916595459 || Total time:58.537489891052246 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -3548.761863124991 || Iter Time:0.014720916748046875 || Total time:58.55221080780029 Iteration: 1948 || Clusters count: 15 || Log posterior: -3522.4864496848186 || Iter Time:0.0381159782409668 || Total time:58.59032678604126 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -3505.5313670453256 || Iter Time:0.015083789825439453 || Total time:58.6054105758667 Iteration: 1950 || Clusters count: 15 || Log posterior: -3467.143179024379 || Iter Time:0.036546945571899414 || Total time:58.6419575214386 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3523.666146658035 || Iter Time:0.01659107208251953 || Total time:58.65854859352112 Iteration: 1952 || Clusters count: 15 || Log posterior: -3498.0355445444015 || Iter Time:0.06474685668945312 || Total time:58.72329545021057 Loading and distributing data: 0.000369 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -3539.5545050681135 || Iter Time:0.017161130905151367 || Total time:58.74045658111572 Iteration: 1954 || Clusters count: 15 || Log posterior: -3503.290980690839 || Iter Time:0.040740013122558594 || Total time:58.78119659423828 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3567.0286935078634 || Iter Time:0.015654802322387695 || Total time:58.79685139656067 Iteration: 1956 || Clusters count: 15 || Log posterior: -3522.8242868875013 || Iter Time:0.03673601150512695 || Total time:58.833587408065796 Loading and distributing data: 0.000346 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3529.6145250749005 || Iter Time:0.014739990234375 || Total time:58.84832739830017 Iteration: 1958 || Clusters count: 15 || Log posterior: -3489.263237814271 || Iter Time:0.03711891174316406 || Total time:58.885446310043335 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3537.961956382597 || Iter Time:0.015657901763916016 || Total time:58.90110421180725 Iteration: 1960 || Clusters count: 15 || Log posterior: -3501.129618760232 || Iter Time:0.03900885581970215 || Total time:58.94011306762695 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3508.097138423425 || Iter Time:0.015091896057128906 || Total time:58.95520496368408 Iteration: 1962 || Clusters count: 15 || Log posterior: -3493.3754739762994 || Iter Time:0.037526845932006836 || Total time:58.99273180961609 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3525.3062570183947 || Iter Time:0.01660013198852539 || Total time:59.009331941604614 Iteration: 1964 || Clusters count: 15 || Log posterior: -3488.3539729032045 || Iter Time:0.039756059646606445 || Total time:59.04908800125122 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3481.888091247242 || Iter Time:0.017328977584838867 || Total time:59.06641697883606 Iteration: 1966 || Clusters count: 15 || Log posterior: -3429.918981971776 || Iter Time:0.03745412826538086 || Total time:59.10387110710144 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3474.132827870243 || Iter Time:0.014912843704223633 || Total time:59.118783950805664 Iteration: 1968 || Clusters count: 15 || Log posterior: -3438.260466777785 || Iter Time:0.03806781768798828 || Total time:59.15685176849365 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3477.38009352782 || Iter Time:0.015138864517211914 || Total time:59.171990633010864 Iteration: 1970 || Clusters count: 15 || Log posterior: -3460.8941571514774 || Iter Time:0.03783011436462402 || Total time:59.20982074737549 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3505.886983100434 || Iter Time:0.015180110931396484 || Total time:59.225000858306885 Iteration: 1972 || Clusters count: 15 || Log posterior: -3486.4200389698276 || Iter Time:0.03914690017700195 || Total time:59.26414775848389 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3569.945471059589 || Iter Time:0.015687942504882812 || Total time:59.27983570098877 Iteration: 1974 || Clusters count: 15 || Log posterior: -3540.306977543601 || Iter Time:0.04085803031921387 || Total time:59.32069373130798 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3529.775108310515 || Iter Time:0.01642608642578125 || Total time:59.337119817733765 Iteration: 1976 || Clusters count: 15 || Log posterior: -3497.865142146722 || Iter Time:0.03799700736999512 || Total time:59.37511682510376 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3534.8081266585127 || Iter Time:0.01739788055419922 || Total time:59.39251470565796 Iteration: 1978 || Clusters count: 15 || Log posterior: -3479.137393917786 || Iter Time:0.04292488098144531 || Total time:59.435439586639404 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -3516.529977063176 || Iter Time:0.04398608207702637 || Total time:59.47942566871643 Iteration: 1980 || Clusters count: 15 || Log posterior: -3496.0459753669566 || Iter Time:0.040498971939086914 || Total time:59.51992464065552 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3514.9218111601645 || Iter Time:0.017066001892089844 || Total time:59.53699064254761 Iteration: 1982 || Clusters count: 15 || Log posterior: -3482.209394642131 || Iter Time:0.043580055236816406 || Total time:59.580570697784424 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -3473.42430787984 || Iter Time:0.017405033111572266 || Total time:59.597975730895996 Iteration: 1984 || Clusters count: 15 || Log posterior: -3453.395415756902 || Iter Time:0.038017988204956055 || Total time:59.63599371910095 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3495.0651416998408 || Iter Time:0.016450881958007812 || Total time:59.65244460105896 Iteration: 1986 || Clusters count: 15 || Log posterior: -3448.529615426913 || Iter Time:0.04329395294189453 || Total time:59.695738554000854 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3504.320870825565 || Iter Time:0.017503976821899414 || Total time:59.713242530822754 Iteration: 1988 || Clusters count: 15 || Log posterior: -3474.434834685293 || Iter Time:0.03926801681518555 || Total time:59.75251054763794 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -3549.2407403062166 || Iter Time:0.01673603057861328 || Total time:59.76924657821655 Iteration: 1990 || Clusters count: 15 || Log posterior: -3499.9495751681825 || Iter Time:0.040927886962890625 || Total time:59.81017446517944 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -3523.3232893614827 || Iter Time:0.016286849975585938 || Total time:59.82646131515503 Iteration: 1992 || Clusters count: 15 || Log posterior: -3494.4236481465628 || Iter Time:0.04090285301208496 || Total time:59.867364168167114 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3468.706321561847 || Iter Time:0.01699995994567871 || Total time:59.88436412811279 Iteration: 1994 || Clusters count: 15 || Log posterior: -3447.7880421631826 || Iter Time:0.04289507865905762 || Total time:59.92725920677185 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3471.4892499083194 || Iter Time:0.016453981399536133 || Total time:59.94371318817139 Iteration: 1996 || Clusters count: 15 || Log posterior: -3440.979171210163 || Iter Time:0.04081892967224121 || Total time:59.98453211784363 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3498.1564497331556 || Iter Time:0.016511917114257812 || Total time:60.001044034957886 Iteration: 1998 || Clusters count: 15 || Log posterior: -3455.081415967747 || Iter Time:0.0375669002532959 || Total time:60.03861093521118 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3523.2913981256756 || Iter Time:0.015607118606567383 || Total time:60.05421805381775 Iteration: 2000 || Clusters count: 15 || Log posterior: -3487.111349818766 || Iter Time:0.036581993103027344 || Total time:60.090800046920776 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3483.979682678619 || Iter Time:0.013617992401123047 || Total time:60.1044180393219 Iteration: 2002 || Clusters count: 15 || Log posterior: -3450.2996907235847 || Iter Time:0.03659486770629883 || Total time:60.1410129070282 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3439.4081830630757 || Iter Time:0.01595592498779297 || Total time:60.15696883201599 Iteration: 2004 || Clusters count: 15 || Log posterior: -3415.1669650341328 || Iter Time:0.0373539924621582 || Total time:60.19432282447815 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3452.7440741927185 || Iter Time:0.016846179962158203 || Total time:60.21116900444031 Iteration: 2006 || Clusters count: 15 || Log posterior: -3421.8976287169357 || Iter Time:0.06534600257873535 || Total time:60.27651500701904 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3456.071915394462 || Iter Time:0.014726877212524414 || Total time:60.29124188423157 Iteration: 2008 || Clusters count: 15 || Log posterior: -3429.614525136718 || Iter Time:0.035163164138793945 || Total time:60.32640504837036 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3470.230098289769 || Iter Time:0.014783143997192383 || Total time:60.341188192367554 Iteration: 2010 || Clusters count: 15 || Log posterior: -3427.067827153244 || Iter Time:0.04305005073547363 || Total time:60.38423824310303 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3504.7363182650142 || Iter Time:0.015088796615600586 || Total time:60.39932703971863 Iteration: 2012 || Clusters count: 15 || Log posterior: -3474.0727072234567 || Iter Time:0.03831315040588379 || Total time:60.43764019012451 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -3499.197878254771 || Iter Time:0.01601719856262207 || Total time:60.453657388687134 Iteration: 2014 || Clusters count: 15 || Log posterior: -3466.2147497838705 || Iter Time:0.03646111488342285 || Total time:60.49011850357056 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -3492.5960095246514 || Iter Time:0.016412019729614258 || Total time:60.50653052330017 Iteration: 2016 || Clusters count: 15 || Log posterior: -3458.029183027172 || Iter Time:0.03782820701599121 || Total time:60.54435873031616 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -3516.677526436394 || Iter Time:0.015816926956176758 || Total time:60.56017565727234 Iteration: 2018 || Clusters count: 15 || Log posterior: -3488.8511593920853 || Iter Time:0.03974509239196777 || Total time:60.59992074966431 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3495.954829197172 || Iter Time:0.013984918594360352 || Total time:60.61390566825867 Iteration: 2020 || Clusters count: 16 || Log posterior: -3462.478746807818 || Iter Time:0.03520607948303223 || Total time:60.6491117477417 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3459.28640798315 || Iter Time:0.014351844787597656 || Total time:60.6634635925293 Iteration: 2022 || Clusters count: 16 || Log posterior: -3431.9163785331357 || Iter Time:0.03486204147338867 || Total time:60.698325634002686 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3506.9001817716644 || Iter Time:0.013898134231567383 || Total time:60.71222376823425 Iteration: 2024 || Clusters count: 16 || Log posterior: -3467.2520280919143 || Iter Time:0.03611612319946289 || Total time:60.748339891433716 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -3521.1369271836224 || Iter Time:0.01501607894897461 || Total time:60.76335597038269 Iteration: 2026 || Clusters count: 15 || Log posterior: -3485.3924021835405 || Iter Time:0.04152703285217285 || Total time:60.80488300323486 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -3514.504026236505 || Iter Time:0.015822887420654297 || Total time:60.82070589065552 Iteration: 2028 || Clusters count: 15 || Log posterior: -3493.4322547934107 || Iter Time:0.039073944091796875 || Total time:60.859779834747314 Avg NMI: 0.9114637366476404 Full NMI: 0.8896796650856362 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m48.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 215.67s PkgEval succeeded after 315.61s