Package evaluation to test DPMMSubClustersStreaming on Julia 1.13.0-DEV.1307 (5a5fc987d0*) started at 2025-10-14T18:17:34.539 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.0s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.14.0 [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 v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+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 v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.87s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 56.23s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_vSB3Af/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ec8451be] KernelFunctions v0.10.65 [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_vSB3Af/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.122 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.14.0 [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 v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+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 v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.153933 seconds (834.15 k allocations: 48.479 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:18.156997203826904 || Total time:18.156997203826904 Iteration: 1 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005781888961791992 || Total time:18.162779092788696 Iteration: 2 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.0054509639739990234 || Total time:18.168230056762695 Iteration: 3 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005207061767578125 || Total time:18.173437118530273 Iteration: 4 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005302906036376953 || Total time:18.17874002456665 Iteration: 5 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.017160892486572266 || Total time:18.195900917053223 Iteration: 6 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005071878433227539 || Total time:18.20097279548645 Iteration: 7 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005454063415527344 || Total time:18.206426858901978 Iteration: 8 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.0059239864349365234 || Total time:18.212350845336914 Iteration: 9 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.006027936935424805 || Total time:18.21837878227234 Iteration: 10 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.006560802459716797 || Total time:18.224939584732056 Iteration: 11 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.005898952484130859 || Total time:18.230838537216187 Iteration: 12 || Clusters count: 1 || Log posterior: -233143.94423629093 || Iter Time:0.0055048465728759766 || Total time:18.236343383789062 Iteration: 13 || Clusters count: 2 || Log posterior: -232667.83776125425 || Iter Time:4.442422151565552 || Total time:22.678765535354614 Iteration: 14 || Clusters count: 2 || Log posterior: -232642.72411458293 || Iter Time:0.005597829818725586 || Total time:22.68436336517334 Iteration: 15 || Clusters count: 2 || Log posterior: -232636.71425185743 || Iter Time:0.0054590702056884766 || Total time:22.68982243537903 Iteration: 16 || Clusters count: 2 || Log posterior: -232625.30258730048 || Iter Time:0.005574941635131836 || Total time:22.69539737701416 Iteration: 17 || Clusters count: 2 || Log posterior: -232653.09227406397 || Iter Time:0.0055119991302490234 || Total time:22.70090937614441 Iteration: 18 || Clusters count: 2 || Log posterior: -232626.4326062176 || Iter Time:0.005518913269042969 || Total time:22.706428289413452 Iteration: 19 || Clusters count: 2 || Log posterior: -232632.86964910163 || Iter Time:0.0055789947509765625 || Total time:22.71200728416443 Iteration: 20 || Clusters count: 2 || Log posterior: -232569.40807736447 || Iter Time:3.4643051624298096 || Total time:26.17631244659424 Loading and distributing data: 0.000670 seconds (128 allocations: 395.789 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232956.6654727537 || Iter Time:0.0352931022644043 || Total time:26.211605548858643 Iteration: 22 || Clusters count: 2 || Log posterior: -232886.46517118215 || Iter Time:0.005661964416503906 || Total time:26.217267513275146 Iteration: 23 || Clusters count: 2 || Log posterior: -232841.53248677184 || Iter Time:0.0065190792083740234 || Total time:26.22378659248352 Iteration: 24 || Clusters count: 2 || Log posterior: -232816.08565194532 || Iter Time:0.006662130355834961 || Total time:26.230448722839355 Iteration: 25 || Clusters count: 2 || Log posterior: -232811.01700412008 || Iter Time:0.052896976470947266 || Total time:26.283345699310303 Iteration: 26 || Clusters count: 2 || Log posterior: -232780.48951129869 || Iter Time:0.005697011947631836 || Total time:26.289042711257935 Iteration: 27 || Clusters count: 2 || Log posterior: -232774.92987624402 || Iter Time:0.005635976791381836 || Total time:26.294678688049316 Iteration: 28 || Clusters count: 3 || Log posterior: -232505.08453945033 || Iter Time:0.007219791412353516 || Total time:26.30189847946167 Iteration: 29 || Clusters count: 3 || Log posterior: -232208.1534660755 || Iter Time:0.0060710906982421875 || Total time:26.307969570159912 Iteration: 30 || Clusters count: 3 || Log posterior: -232185.86401702664 || Iter Time:0.006148815155029297 || Total time:26.31411838531494 Iteration: 31 || Clusters count: 3 || Log posterior: -232172.24221492605 || Iter Time:0.006087064743041992 || Total time:26.320205450057983 Iteration: 32 || Clusters count: 3 || Log posterior: -232158.3607631976 || Iter Time:0.0060498714447021484 || Total time:26.326255321502686 Iteration: 33 || Clusters count: 3 || Log posterior: -232150.02269495963 || Iter Time:0.006131887435913086 || Total time:26.3323872089386 Iteration: 34 || Clusters count: 3 || Log posterior: -232144.68886763428 || Iter Time:0.006124019622802734 || Total time:26.3385112285614 Iteration: 35 || Clusters count: 3 || Log posterior: -232136.8052724471 || Iter Time:0.006151914596557617 || Total time:26.34466314315796 Iteration: 36 || Clusters count: 3 || Log posterior: -232116.52520981064 || Iter Time:0.005817890167236328 || Total time:26.350481033325195 Iteration: 37 || Clusters count: 3 || Log posterior: -232129.71045687448 || Iter Time:0.00580906867980957 || Total time:26.356290102005005 Iteration: 38 || Clusters count: 3 || Log posterior: -232117.7922623688 || Iter Time:0.005706071853637695 || Total time:26.361996173858643 Iteration: 39 || Clusters count: 3 || Log posterior: -232121.02021555792 || Iter Time:0.005892038345336914 || Total time:26.36788821220398 Iteration: 40 || Clusters count: 3 || Log posterior: -232123.71110084344 || Iter Time:0.0059130191802978516 || Total time:26.373801231384277 Iteration: 41 || Clusters count: 3 || Log posterior: -232104.7170624384 || Iter Time:0.006073951721191406 || Total time:26.37987518310547 Loading and distributing data: 0.000607 seconds (128 allocations: 395.789 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262084.33606321109 || Iter Time:0.0059168338775634766 || Total time:26.385792016983032 Iteration: 43 || Clusters count: 4 || Log posterior: -261845.12932346595 || Iter Time:0.007143974304199219 || Total time:26.39293599128723 Iteration: 44 || Clusters count: 4 || Log posterior: -261673.57039733403 || Iter Time:0.006328105926513672 || Total time:26.399264097213745 Iteration: 45 || Clusters count: 4 || Log posterior: -261631.51395336774 || Iter Time:0.006348133087158203 || Total time:26.405612230300903 Iteration: 46 || Clusters count: 4 || Log posterior: -261636.09273314787 || Iter Time:0.0063250064849853516 || Total time:26.41193723678589 Iteration: 47 || Clusters count: 4 || Log posterior: -261648.16260294712 || Iter Time:0.006078958511352539 || Total time:26.41801619529724 Iteration: 48 || Clusters count: 4 || Log posterior: -261644.71212516722 || Iter Time:0.006631135940551758 || Total time:26.424647331237793 Iteration: 49 || Clusters count: 4 || Log posterior: -261647.1890928256 || Iter Time:0.007254123687744141 || Total time:26.431901454925537 Iteration: 50 || Clusters count: 4 || Log posterior: -261644.5559036705 || Iter Time:0.007196903228759766 || Total time:26.439098358154297 Iteration: 51 || Clusters count: 4 || Log posterior: -261633.81544480316 || Iter Time:0.007385969161987305 || Total time:26.446484327316284 Iteration: 52 || Clusters count: 4 || Log posterior: -261633.0264482276 || Iter Time:0.007254838943481445 || Total time:26.453739166259766 Iteration: 53 || Clusters count: 4 || Log posterior: -261640.42178373647 || Iter Time:0.041224002838134766 || Total time:26.4949631690979 Iteration: 54 || Clusters count: 4 || Log posterior: -261639.66224231053 || Iter Time:0.0066149234771728516 || Total time:26.501578092575073 Iteration: 55 || Clusters count: 4 || Log posterior: -261638.7098818505 || Iter Time:0.006418943405151367 || Total time:26.507997035980225 Iteration: 56 || Clusters count: 5 || Log posterior: -261431.83606322983 || Iter Time:0.008656024932861328 || Total time:26.516653060913086 Iteration: 57 || Clusters count: 5 || Log posterior: -261395.45169167698 || Iter Time:0.0067920684814453125 || Total time:26.52344512939453 Iteration: 58 || Clusters count: 5 || Log posterior: -261389.56482150973 || Iter Time:0.8941528797149658 || Total time:27.417598009109497 Iteration: 59 || Clusters count: 5 || Log posterior: -261409.7959956213 || Iter Time:0.0073528289794921875 || Total time:27.42495083808899 Iteration: 60 || Clusters count: 5 || Log posterior: -261381.43751932142 || Iter Time:0.00726008415222168 || Total time:27.43221092224121 Iteration: 61 || Clusters count: 5 || Log posterior: -261372.44985721642 || Iter Time:0.007231950759887695 || Total time:27.4394428730011 Iteration: 62 || Clusters count: 5 || Log posterior: -261290.99476148782 || Iter Time:0.006713151931762695 || Total time:27.44615602493286 Loading and distributing data: 0.000530 seconds (128 allocations: 395.789 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260972.6156671273 || Iter Time:0.00828099250793457 || Total time:27.454437017440796 Iteration: 64 || Clusters count: 6 || Log posterior: -260868.20293227205 || Iter Time:0.0073699951171875 || Total time:27.461807012557983 Iteration: 65 || Clusters count: 6 || Log posterior: -260869.52207270134 || Iter Time:0.007360935211181641 || Total time:27.469167947769165 Iteration: 66 || Clusters count: 6 || Log posterior: -260840.20760913912 || Iter Time:0.007317066192626953 || Total time:27.476485013961792 Iteration: 67 || Clusters count: 6 || Log posterior: -260835.9398565057 || Iter Time:0.007422924041748047 || Total time:27.48390793800354 Iteration: 68 || Clusters count: 6 || Log posterior: -260852.3245335115 || Iter Time:0.007431983947753906 || Total time:27.491339921951294 Iteration: 69 || Clusters count: 6 || Log posterior: -260813.7244120881 || Iter Time:0.007389068603515625 || Total time:27.49872899055481 Iteration: 70 || Clusters count: 6 || Log posterior: -260821.797752273 || Iter Time:0.0073359012603759766 || Total time:27.506064891815186 Iteration: 71 || Clusters count: 7 || Log posterior: -260732.94633051925 || Iter Time:0.008736133575439453 || Total time:27.514801025390625 Iteration: 72 || Clusters count: 7 || Log posterior: -260661.13505145657 || Iter Time:0.007668972015380859 || Total time:27.522469997406006 Iteration: 73 || Clusters count: 7 || Log posterior: -260653.389025964 || Iter Time:0.007797956466674805 || Total time:27.53026795387268 Iteration: 74 || Clusters count: 7 || Log posterior: -260651.70883041582 || Iter Time:0.030917882919311523 || Total time:27.561185836791992 Iteration: 75 || Clusters count: 7 || Log posterior: -260685.60835008664 || Iter Time:0.007776021957397461 || Total time:27.56896185874939 Iteration: 76 || Clusters count: 8 || Log posterior: -260440.069285549 || Iter Time:0.009876012802124023 || Total time:27.578837871551514 Iteration: 77 || Clusters count: 8 || Log posterior: -260362.74226550088 || Iter Time:0.008152961730957031 || Total time:27.58699083328247 Iteration: 78 || Clusters count: 8 || Log posterior: -260360.30246035807 || Iter Time:0.008515119552612305 || Total time:27.595505952835083 Iteration: 79 || Clusters count: 8 || Log posterior: -260342.59540093868 || Iter Time:0.00866389274597168 || Total time:27.604169845581055 Iteration: 80 || Clusters count: 8 || Log posterior: -260315.99424819814 || Iter Time:0.008597850799560547 || Total time:27.612767696380615 Iteration: 81 || Clusters count: 8 || Log posterior: -260296.4770675263 || Iter Time:0.008588075637817383 || Total time:27.621355772018433 Iteration: 82 || Clusters count: 8 || Log posterior: -260245.5961635282 || Iter Time:0.008803844451904297 || Total time:27.630159616470337 Iteration: 83 || Clusters count: 8 || Log posterior: -260146.19697104613 || Iter Time:0.008032083511352539 || Total time:27.63819169998169 Loading and distributing data: 0.000507 seconds (128 allocations: 395.789 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259438.90454168548 || Iter Time:0.009146928787231445 || Total time:27.64733862876892 Iteration: 85 || Clusters count: 9 || Log posterior: -259334.0398443472 || Iter Time:0.008419036865234375 || Total time:27.655757665634155 Iteration: 86 || Clusters count: 9 || Log posterior: -259315.63549275039 || Iter Time:0.008677005767822266 || Total time:27.664434671401978 Iteration: 87 || Clusters count: 9 || Log posterior: -259247.0346992372 || Iter Time:0.009586095809936523 || Total time:27.674020767211914 Iteration: 88 || Clusters count: 9 || Log posterior: -259189.59047892137 || Iter Time:0.010174989700317383 || Total time:27.68419575691223 Iteration: 89 || Clusters count: 9 || Log posterior: -259120.96032102764 || Iter Time:0.023339033126831055 || 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time:27.8678879737854 Iteration: 104 || Clusters count: 12 || Log posterior: -257968.2757430957 || Iter Time:0.009326934814453125 || Total time:27.877214908599854 Loading and distributing data: 0.000511 seconds (128 allocations: 395.789 KiB) Iteration: 105 || Clusters count: 12 || Log posterior: -258361.95003211973 || Iter Time:0.010535001754760742 || Total time:27.887749910354614 Iteration: 106 || Clusters count: 17 || Log posterior: -256555.56539946672 || Iter Time:0.01469111442565918 || Total time:27.902441024780273 Iteration: 107 || Clusters count: 17 || Log posterior: -256188.7927483821 || Iter Time:0.017076969146728516 || Total time:27.919517993927002 Iteration: 108 || Clusters count: 17 || Log posterior: -256135.30125308016 || Iter Time:0.012068033218383789 || Total time:27.931586027145386 Iteration: 109 || Clusters count: 17 || Log posterior: -256116.27569508017 || Iter Time:0.011862039566040039 || Total time:27.943448066711426 Iteration: 110 || Clusters count: 17 || Log posterior: -256124.70843492763 || Iter Time:0.012035131454467773 || Total time:27.955483198165894 Iteration: 111 || Clusters count: 17 || Log posterior: -256129.61613373944 || Iter Time:0.011744976043701172 || Total time:27.967228174209595 Iteration: 112 || Clusters count: 17 || Log posterior: -256111.6800843007 || Iter Time:0.01633000373840332 || Total time:27.983558177947998 Iteration: 113 || Clusters count: 17 || Log posterior: -256118.83832582837 || Iter Time:0.012437105178833008 || Total time:27.99599528312683 Iteration: 114 || Clusters count: 17 || Log posterior: -256113.09975931348 || Iter Time:0.011863946914672852 || Total time:28.007859230041504 Iteration: 115 || Clusters count: 17 || Log posterior: -256116.12929691357 || Iter Time:0.011962175369262695 || Total time:28.019821405410767 Iteration: 116 || Clusters count: 17 || Log posterior: -256116.43489108272 || Iter Time:0.01190495491027832 || Total time:28.031726360321045 Iteration: 117 || Clusters count: 17 || Log posterior: -256125.39876080636 || Iter Time:0.01165914535522461 || Total time:28.04338550567627 Iteration: 118 || Clusters count: 17 || Log posterior: -256124.58620628997 || Iter Time:0.016154050827026367 || Total time:28.059539556503296 Iteration: 119 || Clusters count: 17 || Log posterior: -256127.993564907 || Iter Time:0.012552022933959961 || Total time:28.072091579437256 Iteration: 120 || Clusters count: 17 || Log posterior: -256117.50597314612 || Iter Time:0.012423992156982422 || Total time:28.08451557159424 Iteration: 121 || Clusters count: 17 || Log posterior: -256119.84713291048 || Iter Time:0.016721010208129883 || Total time:28.101236581802368 Iteration: 122 || Clusters count: 17 || Log posterior: -256107.4285671511 || Iter Time:0.022730112075805664 || Total time:28.123966693878174 Iteration: 123 || Clusters count: 17 || Log posterior: -256120.56462242128 || Iter Time:0.01898980140686035 || Total time:28.142956495285034 Iteration: 124 || Clusters count: 17 || Log posterior: -256101.7561574025 || Iter Time:0.017803192138671875 || Total time:28.160759687423706 Iteration: 125 || Clusters count: 17 || Log posterior: -256087.1066149811 || Iter Time:0.01577901840209961 || Total time:28.176538705825806 Loading and distributing data: 0.000550 seconds (128 allocations: 395.789 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -255713.24255385288 || Iter Time:0.02242112159729004 || Total time:28.198959827423096 Iteration: 127 || Clusters count: 18 || Log posterior: -255488.4972001723 || Iter Time:0.017278194427490234 || Total time:28.216238021850586 Iteration: 128 || Clusters count: 19 || Log posterior: -255174.84974662572 || Iter Time:0.020247936248779297 || Total time:28.236485958099365 Iteration: 129 || Clusters count: 19 || Log posterior: -255124.95153795526 || Iter Time:0.018604040145874023 || Total time:28.25508999824524 Iteration: 130 || Clusters count: 19 || Log posterior: -255125.539680982 || Iter Time:0.023367881774902344 || Total 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posterior: -254932.84645989147 || Iter Time:0.024827003479003906 || Total time:28.768552780151367 Iteration: 152 || Clusters count: 20 || Log posterior: -254933.03222218237 || Iter Time:0.027359962463378906 || Total time:28.795912742614746 Iteration: 153 || Clusters count: 20 || Log posterior: -254937.3330263309 || Iter Time:0.02254486083984375 || Total time:28.81845760345459 Iteration: 154 || Clusters count: 20 || Log posterior: -254941.62118431527 || Iter Time:0.025079011917114258 || Total time:28.843536615371704 Iteration: 155 || Clusters count: 20 || Log posterior: -254931.47128774322 || Iter Time:0.027013063430786133 || Total time:28.87054967880249 Iteration: 156 || Clusters count: 20 || Log posterior: -254939.27541279377 || Iter Time:0.024602890014648438 || Total time:28.89515256881714 Iteration: 157 || Clusters count: 20 || Log posterior: -254939.6103371244 || Iter Time:0.021975994110107422 || Total time:28.917128562927246 Iteration: 158 || Clusters count: 20 || Log posterior: 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-254940.93226078746 || Iter Time:0.03158283233642578 || Total time:29.127030611038208 Iteration: 166 || Clusters count: 20 || Log posterior: -254937.7801028079 || Iter Time:0.024703025817871094 || Total time:29.15173363685608 Iteration: 167 || Clusters count: 20 || Log posterior: -254925.63459143598 || Iter Time:0.022593021392822266 || Total time:29.1743266582489 Loading and distributing data: 0.000524 seconds (128 allocations: 395.789 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254910.95283180114 || Iter Time:0.029345035552978516 || Total time:29.20367169380188 Iteration: 169 || Clusters count: 20 || Log posterior: -254877.32964772356 || Iter Time:0.025522947311401367 || Total time:29.22919464111328 Iteration: 170 || Clusters count: 20 || Log posterior: -254877.05259798054 || Iter Time:0.025689125061035156 || Total time:29.254883766174316 Iteration: 171 || Clusters count: 20 || Log posterior: -254877.44084199076 || Iter Time:0.030555009841918945 || Total 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time:29.66650938987732 Iteration: 186 || Clusters count: 20 || Log posterior: -254874.51616098132 || Iter Time:0.030932903289794922 || Total time:29.697442293167114 Iteration: 187 || Clusters count: 20 || Log posterior: -254874.06771114463 || Iter Time:0.025552988052368164 || Total time:29.722995281219482 Iteration: 188 || Clusters count: 20 || Log posterior: -254874.06771114463 || Iter Time:0.023419857025146484 || Total time:29.74641513824463 Loading and distributing data: 0.000523 seconds (128 allocations: 395.789 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254674.40614307058 || Iter Time:0.029658079147338867 || Total time:29.776073217391968 Iteration: 190 || Clusters count: 20 || Log posterior: -254657.61843809907 || Iter Time:0.023303985595703125 || Total time:29.79937720298767 Iteration: 191 || Clusters count: 20 || Log posterior: -254646.65992290276 || Iter Time:0.022968053817749023 || Total time:29.82234525680542 Iteration: 192 || Clusters count: 20 || Log posterior: -254642.60192148553 || Iter Time:0.028282880783081055 || Total time:29.8506281375885 Iteration: 193 || Clusters count: 20 || Log posterior: -254646.95255615655 || Iter Time:0.02318096160888672 || Total time:29.873809099197388 Iteration: 194 || Clusters count: 20 || Log posterior: -254646.95255615655 || Iter Time:0.02350902557373047 || Total time:29.897318124771118 Iteration: 195 || Clusters count: 20 || Log posterior: -254646.18997959673 || Iter Time:0.027861833572387695 || Total time:29.925179958343506 Iteration: 196 || Clusters count: 20 || Log posterior: -254644.98325033247 || Iter Time:0.022320032119750977 || Total time:29.947499990463257 Iteration: 197 || Clusters count: 20 || Log posterior: -254644.09142719535 || Iter Time:0.022183895111083984 || Total time:29.96968388557434 Iteration: 198 || Clusters count: 20 || Log posterior: -254641.83934492565 || Iter Time:0.02648186683654785 || Total time:29.99616575241089 Iteration: 199 || Clusters count: 20 || Log posterior: -254641.83934492565 || Iter Time:0.024242162704467773 || Total time:30.020407915115356 Iteration: 200 || Clusters count: 20 || Log posterior: -254642.60192148553 || Iter Time:0.02299189567565918 || Total time:30.043399810791016 Iteration: 201 || Clusters count: 20 || Log posterior: -254649.9161337784 || Iter Time:0.02322697639465332 || Total time:30.06662678718567 Iteration: 202 || Clusters count: 20 || Log posterior: -254646.95255615655 || Iter Time:0.02849602699279785 || Total time:30.095122814178467 Iteration: 203 || Clusters count: 20 || Log posterior: -254641.83934492565 || Iter Time:0.023627042770385742 || Total time:30.118749856948853 Iteration: 204 || Clusters count: 20 || Log posterior: -254641.44141496005 || Iter Time:0.025475025177001953 || Total time:30.144224882125854 Iteration: 205 || Clusters count: 20 || Log posterior: -254652.37229804765 || Iter Time:0.02980494499206543 || Total time:30.17402982711792 Iteration: 206 || Clusters count: 20 || Log posterior: -254642.60192148553 || Iter Time:0.02492809295654297 || Total time:30.198957920074463 Iteration: 207 || Clusters count: 20 || Log posterior: -254642.60192148553 || Iter Time:0.025148868560791016 || Total time:30.224106788635254 Iteration: 208 || Clusters count: 20 || Log posterior: -254646.1838843331 || Iter Time:0.029515981674194336 || Total time:30.25362277030945 Iteration: 209 || Clusters count: 20 || Log posterior: -254641.83934492565 || Iter Time:0.023257017135620117 || Total time:30.27687978744507 NMI: 0.7289462355360438 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m38.1s [73708, 16880, 53188, 84574, 83909, 130767, 78373, 29022, 120814, 32870, 47731, 43491, 15701, 3350, 84567, 5420, 5091, 73028, 11026, 6490] Loading and distributing data: 0.000229 seconds (128 allocations: 12.977 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:4.948747873306274 || Total time:4.948747873306274 Iteration: 1 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0021219253540039062 || Total time:4.950869798660278 Iteration: 2 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0015718936920166016 || Total time:4.952441692352295 Iteration: 3 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0014748573303222656 || Total time:4.953916549682617 Iteration: 4 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0014910697937011719 || Total time:4.955407619476318 Iteration: 5 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0014138221740722656 || Total time:4.956821441650391 Iteration: 6 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0014510154724121094 || Total time:4.958272457122803 Iteration: 7 || Clusters count: 1 || Log posterior: -7070.222414079226 || Iter Time:0.0013589859008789062 || Total time:4.959631443023682 Iteration: 8 || Clusters count: 2 || Log posterior: -6944.677791479189 || Iter Time:0.17201614379882812 || Total time:5.13164758682251 Iteration: 9 || Clusters count: 2 || Log posterior: -6966.649771615691 || Iter Time:0.0019211769104003906 || Total time:5.13356876373291 Iteration: 10 || Clusters count: 2 || Log posterior: -6953.173256791515 || Iter Time:0.00177001953125 || Total time:5.13533878326416 Iteration: 11 || Clusters count: 2 || Log posterior: -6947.470599481887 || Iter Time:0.0016069412231445312 || Total time:5.136945724487305 Iteration: 12 || Clusters count: 2 || Log posterior: -6941.852042800566 || Iter Time:0.001611948013305664 || Total time:5.13855767250061 Iteration: 13 || Clusters count: 2 || Log posterior: -6947.1138379581425 || Iter Time:0.0016450881958007812 || Total time:5.140202760696411 Iteration: 14 || Clusters count: 2 || Log posterior: -6943.10492344314 || Iter Time:0.00164794921875 || Total time:5.141850709915161 Iteration: 15 || Clusters count: 2 || Log posterior: -6947.7426360499985 || Iter Time:0.0016369819641113281 || Total time:5.1434876918792725 Iteration: 16 || Clusters count: 2 || Log posterior: -6936.671955105372 || Iter Time:0.001644134521484375 || Total time:5.145131826400757 Iteration: 17 || Clusters count: 2 || Log posterior: -6948.226963614576 || Iter Time:0.0016360282897949219 || Total time:5.146767854690552 Iteration: 18 || Clusters count: 4 || Log posterior: -6703.549837720768 || Iter Time:0.004846096038818359 || Total time:5.15161395072937 Iteration: 19 || Clusters count: 4 || Log posterior: -6618.863152786324 || Iter Time:0.0024971961975097656 || Total time:5.15411114692688 Iteration: 20 || Clusters count: 4 || Log posterior: -6616.96714129111 || Iter Time:0.00244903564453125 || Total time:5.156560182571411 Iteration: 21 || Clusters count: 4 || Log posterior: -6577.221832074184 || Iter Time:0.0026199817657470703 || Total time:5.159180164337158 Iteration: 22 || Clusters count: 4 || Log posterior: -6480.713669837053 || Iter Time:0.0026900768280029297 || Total time:5.161870241165161 Iteration: 23 || Clusters count: 4 || Log posterior: -6439.9055839985795 || Iter Time:0.0024499893188476562 || Total time:5.164320230484009 Iteration: 24 || Clusters count: 4 || Log posterior: -6436.902689461165 || Iter Time:0.002519845962524414 || Total time:5.166840076446533 Iteration: 25 || Clusters count: 4 || Log posterior: -6438.237211117903 || Iter Time:0.0023260116577148438 || Total time:5.169166088104248 Iteration: 26 || Clusters count: 4 || Log posterior: -6467.189156888899 || Iter Time:0.0023279190063476562 || Total time:5.171494007110596 Iteration: 27 || Clusters count: 4 || Log posterior: -6453.295997318848 || Iter Time:0.002460956573486328 || Total time:5.173954963684082 Iteration: 28 || Clusters count: 5 || Log posterior: -6407.67787823688 || Iter Time:0.004878044128417969 || Total time:5.1788330078125 Iteration: 29 || Clusters count: 5 || Log posterior: -6381.497137006709 || Iter Time:0.0028760433197021484 || Total time:5.181709051132202 Iteration: 30 || Clusters count: 5 || Log posterior: -6291.691218184296 || Iter Time:1.2274839878082275 || Total time:6.40919303894043 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5] Loading and distributing data: 0.000218 seconds (128 allocations: 13.008 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5951.686147958859 || Iter Time:0.03187203407287598 || Total time:6.441065073013306 Iteration: 32 || Clusters count: 6 || Log posterior: -5944.309412331309 || Iter Time:0.005761861801147461 || Total time:6.446826934814453 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -5251.639443021339 || Iter Time:0.0034780502319335938 || Total time:6.450304985046387 Iteration: 34 || Clusters count: 6 || Log posterior: -5217.623142488749 || Iter Time:0.005998134613037109 || Total time:6.456303119659424 Loading and distributing data: 0.000131 seconds (128 allocations: 12.977 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -5092.975796869415 || Iter Time:0.0036668777465820312 || Total time:6.459969997406006 Iteration: 36 || Clusters count: 6 || Log posterior: -5056.6805613537545 || Iter Time:0.005972146987915039 || Total time:6.465942144393921 Loading and distributing data: 0.000123 seconds (128 allocations: 12.977 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -5056.55757611933 || Iter Time:0.003635883331298828 || Total time:6.46957802772522 Iteration: 38 || Clusters count: 6 || Log posterior: -5019.748564898347 || Iter Time:0.005820035934448242 || Total time:6.475398063659668 Loading and distributing data: 0.000125 seconds (128 allocations: 12.977 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -5020.58130024804 || Iter Time:0.0033020973205566406 || Total time:6.478700160980225 Iteration: 40 || Clusters count: 6 || Log posterior: -4992.258792132058 || Iter Time:0.005784034729003906 || Total time:6.4844841957092285 Loading and distributing data: 0.000111 seconds (128 allocations: 12.977 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -5056.859958901633 || Iter Time:0.0035910606384277344 || Total time:6.488075256347656 Iteration: 42 || Clusters count: 6 || Log posterior: -5020.297974930269 || Iter Time:0.005825042724609375 || Total time:6.493900299072266 Loading and distributing data: 0.000119 seconds (128 allocations: 12.977 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -4546.9566022215595 || Iter Time:0.09808206558227539 || Total time:6.591982364654541 Iteration: 44 || Clusters count: 8 || Log posterior: -4460.244312633981 || Iter Time:0.007881879806518555 || Total time:6.59986424446106 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -4354.972847791319 || Iter Time:0.0048639774322509766 || Total time:6.6047282218933105 Iteration: 46 || Clusters count: 8 || Log posterior: -4340.063575778334 || Iter Time:0.0076138973236083984 || Total time:6.612342119216919 Loading and distributing data: 0.000112 seconds (128 allocations: 12.977 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -4315.955002384878 || Iter Time:0.00476384162902832 || Total time:6.617105960845947 Iteration: 48 || Clusters count: 8 || Log posterior: -4287.043010470173 || Iter Time:0.007436037063598633 || Total time:6.624541997909546 Loading and distributing data: 0.000109 seconds (128 allocations: 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time:6.666480541229248 Loading and distributing data: 0.000114 seconds (128 allocations: 12.977 KiB) Iteration: 55 || Clusters count: 10 || Log posterior: -4083.088007280905 || Iter Time:0.006743907928466797 || Total time:6.673224449157715 Iteration: 56 || Clusters count: 10 || Log posterior: -4072.566206222189 || Iter Time:0.009613037109375 || Total time:6.68283748626709 Loading and distributing data: 0.000115 seconds (128 allocations: 12.977 KiB) Iteration: 57 || Clusters count: 10 || Log posterior: -3964.7119015398484 || Iter Time:0.00621795654296875 || Total time:6.689055442810059 Iteration: 58 || Clusters count: 10 || Log posterior: -3944.1647966246 || Iter Time:0.00966501235961914 || Total time:6.698720455169678 Loading and distributing data: 0.000129 seconds (128 allocations: 12.977 KiB) Iteration: 59 || Clusters count: 10 || Log posterior: -3860.2728871738436 || Iter Time:0.007693052291870117 || Total time:6.706413507461548 Iteration: 60 || Clusters count: 10 || Log posterior: 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posterior: -3949.2002384899733 || Iter Time:0.008064985275268555 || Total time:6.81953763961792 Iteration: 72 || Clusters count: 10 || Log posterior: -3908.5624545442897 || Iter Time:0.011261940002441406 || Total time:6.830799579620361 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -3872.26142915334 || Iter Time:0.00905919075012207 || Total time:6.839858770370483 Iteration: 74 || Clusters count: 10 || Log posterior: -3866.549020572188 || Iter Time:0.01134490966796875 || Total time:6.851203680038452 Loading and distributing data: 0.000121 seconds (128 allocations: 12.977 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3901.4704860344373 || Iter Time:0.008170127868652344 || Total time:6.8593738079071045 Iteration: 76 || Clusters count: 10 || Log posterior: -3872.358988245476 || Iter Time:0.011137008666992188 || Total time:6.870510816574097 Loading and distributing data: 0.000122 seconds (128 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Iteration: 349 || Clusters count: 12 || Log posterior: -3837.619013605364 || Iter Time:0.010653018951416016 || Total time:10.236782550811768 Iteration: 350 || Clusters count: 12 || Log posterior: -3808.1371930557734 || Iter Time:0.014547109603881836 || Total time:10.25132966041565 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 351 || Clusters count: 12 || Log posterior: -3777.5469144567314 || Iter Time:0.010918855667114258 || Total time:10.262248516082764 Iteration: 352 || Clusters count: 12 || Log posterior: -3745.32476760906 || Iter Time:0.01454305648803711 || Total time:10.2767915725708 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 353 || Clusters count: 12 || Log posterior: -3750.0358971768937 || Iter Time:0.0109710693359375 || Total time:10.287762641906738 Iteration: 354 || Clusters count: 12 || Log posterior: -3707.0927204523823 || Iter Time:0.014672994613647461 || Total time:10.302435636520386 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Iteration: 421 || Clusters count: 12 || Log posterior: -3789.685362864127 || Iter Time:0.010854005813598633 || Total time:11.20850682258606 Iteration: 422 || Clusters count: 12 || Log posterior: -3771.8054187569483 || Iter Time:0.014518022537231445 || Total time:11.223024845123291 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 423 || Clusters count: 12 || Log posterior: -3822.8317012162247 || Iter Time:0.011242151260375977 || Total time:11.234266996383667 Iteration: 424 || Clusters count: 12 || Log posterior: -3813.5837812794875 || Iter Time:0.015012979507446289 || Total time:11.249279975891113 Loading and distributing data: 0.000136 seconds (129 allocations: 12.992 KiB) Iteration: 425 || Clusters count: 12 || Log posterior: -3827.4236604932257 || Iter Time:0.010856151580810547 || Total time:11.260136127471924 Iteration: 426 || Clusters count: 12 || Log posterior: -3800.5940130722133 || Iter Time:0.014699935913085938 || Total 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Iteration: 443 || Clusters count: 12 || Log posterior: -3872.8399303652614 || Iter Time:0.012130022048950195 || Total time:11.489465951919556 Iteration: 444 || Clusters count: 12 || Log posterior: -3842.1901925567245 || Iter Time:0.014659881591796875 || Total time:11.504125833511353 Loading and distributing data: 0.000147 seconds (129 allocations: 12.992 KiB) Iteration: 445 || Clusters count: 12 || Log posterior: -3851.4208193463137 || Iter Time:0.011031866073608398 || Total time:11.515157699584961 Iteration: 446 || Clusters count: 12 || Log posterior: -3836.9627219320723 || Iter Time:0.014101982116699219 || Total time:11.52925968170166 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 447 || Clusters count: 12 || Log posterior: -3790.9670732972327 || Iter Time:0.011069059371948242 || Total time:11.540328741073608 Iteration: 448 || Clusters count: 12 || Log posterior: -3778.036680302704 || Iter Time:0.014436006546020508 || Total 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Iteration: 487 || Clusters count: 12 || Log posterior: -3851.684983975151 || Iter Time:0.010830163955688477 || Total time:12.060696840286255 Iteration: 488 || Clusters count: 12 || Log posterior: -3839.781334715183 || Iter Time:0.014561176300048828 || Total time:12.075258016586304 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 489 || Clusters count: 12 || Log posterior: -3862.645145949043 || Iter Time:0.011085033416748047 || Total time:12.086343050003052 Iteration: 490 || Clusters count: 12 || Log posterior: -3849.2150555544936 || Iter Time:0.01433110237121582 || Total time:12.100674152374268 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 491 || Clusters count: 12 || Log posterior: -3843.494766236174 || Iter Time:0.010657072067260742 || Total time:12.111331224441528 Iteration: 492 || Clusters count: 12 || Log posterior: -3818.6608792304137 || Iter Time:0.015025138854980469 || Total 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Iteration: 509 || Clusters count: 14 || Log posterior: -3865.8402939204334 || Iter Time:0.010773181915283203 || Total time:12.335115671157837 Iteration: 510 || Clusters count: 13 || Log posterior: -3843.763013385719 || Iter Time:0.041651010513305664 || Total time:12.376766681671143 Loading and distributing data: 0.000133 seconds (129 allocations: 13.023 KiB) Iteration: 511 || Clusters count: 13 || Log posterior: -3858.5371096287786 || Iter Time:0.010908126831054688 || Total time:12.387674808502197 Iteration: 512 || Clusters count: 13 || Log posterior: -3834.4287877600673 || Iter Time:0.015107870101928711 || Total time:12.402782678604126 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 513 || Clusters count: 13 || Log posterior: -3822.577708447402 || Iter Time:0.011384010314941406 || Total time:12.414166688919067 Iteration: 514 || Clusters count: 13 || Log posterior: -3805.9778553319584 || Iter Time:0.015013933181762695 || Total 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Iteration: 531 || Clusters count: 12 || Log posterior: -3833.849249119905 || Iter Time:0.010271072387695312 || Total time:12.680654525756836 Iteration: 532 || Clusters count: 12 || Log posterior: -3812.7662092093105 || Iter Time:0.014596939086914062 || Total time:12.69525146484375 Loading and distributing data: 0.000120 seconds (129 allocations: 13.023 KiB) Iteration: 533 || Clusters count: 12 || Log posterior: -3804.537070197235 || Iter Time:0.011192083358764648 || Total time:12.706443548202515 Iteration: 534 || Clusters count: 12 || Log posterior: -3779.3207153653343 || Iter Time:0.014462947845458984 || Total time:12.720906496047974 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 535 || Clusters count: 12 || Log posterior: -3813.445525826648 || Iter Time:0.011126041412353516 || Total time:12.732032537460327 Iteration: 536 || Clusters count: 12 || Log posterior: -3786.2694913136884 || Iter Time:0.015285968780517578 || Total 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Iteration: 553 || Clusters count: 12 || Log posterior: -3832.8546216651866 || Iter Time:0.011432886123657227 || Total time:12.963841199874878 Iteration: 554 || Clusters count: 12 || Log posterior: -3801.6214691855703 || Iter Time:0.03868389129638672 || Total time:13.002525091171265 Loading and distributing data: 0.000122 seconds (129 allocations: 13.023 KiB) Iteration: 555 || Clusters count: 12 || Log posterior: -3837.764764440684 || Iter Time:0.010177135467529297 || Total time:13.012702226638794 Iteration: 556 || Clusters count: 12 || Log posterior: -3797.5870429473243 || Iter Time:0.01388692855834961 || Total time:13.026589155197144 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 557 || Clusters count: 12 || Log posterior: -3868.492824250598 || Iter Time:0.010107994079589844 || Total time:13.036697149276733 Iteration: 558 || Clusters count: 12 || Log posterior: -3836.752403859446 || Iter Time:0.013801097869873047 || Total 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Iteration: 597 || Clusters count: 12 || Log posterior: -3812.666243160156 || Iter Time:0.011234045028686523 || Total time:13.536155462265015 Iteration: 598 || Clusters count: 12 || Log posterior: -3802.3851876622803 || Iter Time:0.014568090438842773 || Total time:13.550723552703857 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 599 || Clusters count: 12 || Log posterior: -3843.681389859082 || Iter Time:0.036035776138305664 || Total time:13.586759328842163 Iteration: 600 || Clusters count: 12 || Log posterior: -3827.9798451164916 || Iter Time:0.014221906661987305 || Total time:13.60098123550415 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 601 || Clusters count: 12 || Log posterior: -3811.9405054933686 || Iter Time:0.010663032531738281 || Total time:13.611644268035889 Iteration: 602 || Clusters count: 12 || Log posterior: -3804.9917931190666 || Iter Time:0.014798879623413086 || Total 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Iteration: 713 || Clusters count: 12 || Log posterior: -3830.6499125190394 || Iter Time:0.010375022888183594 || Total time:15.0729079246521 Iteration: 714 || Clusters count: 12 || Log posterior: -3806.4682125606723 || Iter Time:0.01435399055480957 || Total time:15.08726191520691 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 715 || Clusters count: 12 || Log posterior: -3862.711669555678 || Iter Time:0.010792970657348633 || Total time:15.098054885864258 Iteration: 716 || Clusters count: 12 || Log posterior: -3848.00305924529 || Iter Time:0.014811038970947266 || Total time:15.112865924835205 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 717 || Clusters count: 12 || Log posterior: -3835.8259503933095 || Iter Time:0.01143503189086914 || Total time:15.124300956726074 Iteration: 718 || Clusters count: 12 || Log posterior: -3806.1450663026853 || Iter Time:0.014530181884765625 || Total time:15.13883113861084 Loading and distributing data: 0.000129 seconds (129 allocations: 13.023 KiB) Iteration: 719 || Clusters count: 12 || Log posterior: -3801.964231827702 || Iter Time:0.010745048522949219 || Total time:15.149576187133789 Iteration: 720 || Clusters count: 12 || Log posterior: -3788.1075404143926 || Iter Time:0.014288902282714844 || Total time:15.163865089416504 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 721 || Clusters count: 12 || Log posterior: -3794.921107364463 || Iter Time:0.0103759765625 || Total time:15.174241065979004 Iteration: 722 || Clusters count: 12 || Log posterior: -3785.89179455296 || Iter Time:0.014175891876220703 || Total time:15.188416957855225 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 723 || Clusters count: 12 || Log posterior: -3793.701127026121 || Iter Time:0.010632991790771484 || Total time:15.199049949645996 Iteration: 724 || Clusters count: 12 || Log posterior: -3773.843715154705 || Iter Time:0.01421499252319336 || Total time:15.21326494216919 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 725 || Clusters count: 12 || Log posterior: -3805.423283783452 || Iter Time:0.01020193099975586 || Total time:15.223466873168945 Iteration: 726 || Clusters count: 12 || Log posterior: -3793.5410529874143 || Iter Time:0.014397144317626953 || Total time:15.237864017486572 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 727 || Clusters count: 12 || Log posterior: -3843.18068678908 || Iter Time:0.01128387451171875 || Total time:15.249147891998291 Iteration: 728 || Clusters count: 12 || Log posterior: -3789.1545537484412 || Iter Time:0.015691041946411133 || Total time:15.264838933944702 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 729 || Clusters count: 12 || Log posterior: -3806.6404071283646 || Iter Time:0.011479854583740234 || Total 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-3762.909727726433 || Iter Time:0.016513824462890625 || Total time:26.059284210205078 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1425 || Clusters count: 14 || Log posterior: -3754.0911004090954 || Iter Time:0.012610912322998047 || Total time:26.071895122528076 Iteration: 1426 || Clusters count: 14 || Log posterior: -3734.101211145388 || Iter Time:0.016603946685791016 || Total time:26.088499069213867 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1427 || Clusters count: 14 || Log posterior: -3769.0039630299075 || Iter Time:0.012784004211425781 || Total time:26.101283073425293 Iteration: 1428 || Clusters count: 14 || Log posterior: -3755.4235421062253 || Iter Time:0.01678299903869629 || Total time:26.11806607246399 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1429 || Clusters count: 14 || Log posterior: -3748.4039897862376 || Iter Time:0.013092041015625 || 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-3773.1354172688193 || Iter Time:0.01688098907470703 || Total time:26.387335062026978 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1447 || Clusters count: 14 || Log posterior: -3800.470047593489 || Iter Time:0.013400793075561523 || Total time:26.40073585510254 Iteration: 1448 || Clusters count: 14 || Log posterior: -3775.974322889281 || Iter Time:0.016611099243164062 || Total time:26.417346954345703 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1449 || Clusters count: 14 || Log posterior: -3830.5472481705383 || Iter Time:0.012636899948120117 || Total time:26.429983854293823 Iteration: 1450 || Clusters count: 14 || Log posterior: -3801.773837558013 || Iter Time:0.01687908172607422 || Total time:26.446862936019897 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1451 || Clusters count: 14 || Log posterior: -3812.9512286464683 || Iter Time:0.012809991836547852 || 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-3784.221989363402 || Iter Time:0.019164085388183594 || Total time:27.832386016845703 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1535 || Clusters count: 14 || Log posterior: -3799.6980598304817 || Iter Time:0.012884855270385742 || Total time:27.84527087211609 Iteration: 1536 || Clusters count: 14 || Log posterior: -3784.1498937451183 || Iter Time:0.017416954040527344 || Total time:27.862687826156616 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1537 || Clusters count: 14 || Log posterior: -3813.935703343574 || Iter Time:0.013637065887451172 || Total time:27.876324892044067 Iteration: 1538 || Clusters count: 14 || Log posterior: -3779.6088768523528 || Iter Time:0.01873302459716797 || Total time:27.895057916641235 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1539 || Clusters count: 14 || Log posterior: -3809.4573859210595 || Iter Time:0.014384984970092773 || Total time:27.909442901611328 Iteration: 1540 || Clusters count: 14 || Log posterior: -3792.3440278756643 || Iter Time:0.01732802391052246 || Total time:27.92677092552185 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1541 || Clusters count: 14 || Log posterior: -3778.197856411694 || Iter Time:0.012386083602905273 || Total time:27.939157009124756 Iteration: 1542 || Clusters count: 14 || Log posterior: -3745.0230807915445 || Iter Time:0.017055988311767578 || Total time:27.956212997436523 Loading and distributing data: 0.000142 seconds (139 allocations: 13.305 KiB) Iteration: 1543 || Clusters count: 14 || Log posterior: -3703.8548444913386 || Iter Time:0.013352155685424805 || Total time:27.96956515312195 Iteration: 1544 || Clusters count: 14 || Log posterior: -3680.3707749546093 || Iter Time:0.0170590877532959 || Total time:27.986624240875244 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1545 || 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-3735.109513721008 || Iter Time:0.0442202091217041 || Total time:30.291886806488037 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1689 || Clusters count: 14 || Log posterior: -3686.8657271829184 || Iter Time:0.013664007186889648 || Total time:30.305550813674927 Iteration: 1690 || Clusters count: 14 || Log posterior: -3662.550273349021 || Iter Time:0.017947912216186523 || Total time:30.323498725891113 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1691 || Clusters count: 14 || Log posterior: -3756.797436833726 || Iter Time:0.0136260986328125 || Total time:30.337124824523926 Iteration: 1692 || Clusters count: 14 || Log posterior: -3727.5290476520568 || Iter Time:0.01780390739440918 || Total time:30.354928731918335 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1693 || Clusters count: 14 || Log posterior: -3780.5554208671274 || Iter Time:0.013756036758422852 || 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Time:0.01703500747680664 || Total time:32.512980937957764 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1821 || Clusters count: 14 || Log posterior: -3829.5413587839016 || Iter Time:0.012892961502075195 || Total time:32.52587389945984 Iteration: 1822 || Clusters count: 14 || Log posterior: -3806.688175957249 || Iter Time:0.017058134078979492 || Total time:32.54293203353882 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1823 || Clusters count: 14 || Log posterior: -3841.489851117005 || Iter Time:0.012740850448608398 || Total time:32.55567288398743 Iteration: 1824 || Clusters count: 14 || Log posterior: -3805.594907676838 || Iter Time:0.017709970474243164 || Total time:32.57338285446167 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3849.746860287664 || Iter Time:0.013183116912841797 || Total time:32.58656597137451 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-3776.829038958179 || Iter Time:0.01435995101928711 || Total time:32.684237003326416 Iteration: 1832 || Clusters count: 14 || Log posterior: -3744.710988535605 || Iter Time:0.01766204833984375 || Total time:32.70189905166626 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1833 || Clusters count: 14 || Log posterior: -3748.370224945052 || Iter Time:0.01358795166015625 || Total time:32.715487003326416 Iteration: 1834 || Clusters count: 14 || Log posterior: -3737.781394740704 || Iter Time:0.02275705337524414 || Total time:32.73824405670166 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1835 || Clusters count: 14 || Log posterior: -3780.1032498131926 || Iter Time:0.014410018920898438 || Total time:32.75265407562256 Iteration: 1836 || Clusters count: 14 || Log posterior: -3746.6912125731474 || Iter Time:0.01788806915283203 || Total time:32.77054214477539 Loading and distributing data: 0.000119 seconds (129 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|| Total time:32.863548040390015 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3800.5730224183017 || Iter Time:0.013128995895385742 || Total time:32.8766770362854 Iteration: 1844 || Clusters count: 14 || Log posterior: -3769.3784533792596 || Iter Time:0.016798973083496094 || Total time:32.8934760093689 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -3841.897809159047 || Iter Time:0.013499021530151367 || Total time:32.90697503089905 Iteration: 1846 || Clusters count: 14 || Log posterior: -3812.2829187695866 || Iter Time:0.017294883728027344 || Total time:32.924269914627075 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -3840.4490804987768 || Iter Time:0.012725830078125 || Total time:32.9369957447052 Iteration: 1848 || Clusters count: 14 || Log posterior: -3832.822926065784 || Iter Time:0.01721787452697754 || Total time:32.95421361923218 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -3798.342070361074 || Iter Time:0.013375043869018555 || Total time:32.967588663101196 Iteration: 1850 || Clusters count: 14 || Log posterior: -3777.316680878377 || Iter Time:0.01782393455505371 || Total time:32.98541259765625 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -3758.771167019526 || Iter Time:0.014220952987670898 || Total time:32.99963355064392 Iteration: 1852 || Clusters count: 14 || Log posterior: -3736.626412306796 || Iter Time:0.01794886589050293 || Total time:33.017582416534424 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -3765.960661044837 || Iter 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KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3796.2686772439974 || Iter Time:0.012506961822509766 || Total time:33.15360069274902 Iteration: 1860 || Clusters count: 14 || Log posterior: -3771.121086115443 || Iter Time:0.016509056091308594 || Total time:33.17010974884033 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3777.393165037245 || Iter Time:0.01231694221496582 || Total time:33.1824266910553 Iteration: 1862 || Clusters count: 14 || Log posterior: -3758.6576145591393 || Iter Time:0.018454790115356445 || Total time:33.200881481170654 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3808.046643779376 || Iter Time:0.013813018798828125 || Total time:33.21469449996948 Iteration: 1864 || Clusters count: 14 || Log posterior: -3774.576589131597 || Iter Time:0.020183086395263672 || Total time:33.234877586364746 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3787.3017008923125 || Iter Time:0.013489007949829102 || Total time:33.248366594314575 Iteration: 1866 || Clusters count: 14 || Log posterior: -3763.8099050188052 || Iter Time:0.017309904098510742 || Total time:33.265676498413086 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3782.469386265274 || Iter Time:0.013045072555541992 || Total time:33.27872157096863 Iteration: 1868 || Clusters count: 14 || Log posterior: -3760.7176751513775 || Iter Time:0.01771712303161621 || Total time:33.296438694000244 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3806.720762744323 || Iter Time:0.012977123260498047 || Total time:33.30941581726074 Iteration: 1870 || Clusters count: 14 || Log posterior: -3772.564257653181 || Iter Time:0.01739192008972168 || Total time:33.326807737350464 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3790.6251214717254 || Iter Time:0.013197898864746094 || Total time:33.34000563621521 Iteration: 1872 || Clusters count: 14 || Log posterior: -3764.506965468794 || Iter Time:0.018218040466308594 || Total time:33.35822367668152 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3788.6635757588306 || Iter Time:0.013528108596801758 || Total time:33.37175178527832 Iteration: 1874 || Clusters count: 15 || Log posterior: -3757.8727170534175 || Iter Time:0.018100976943969727 || Total time:33.38985276222229 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3772.4382682346145 || Iter Time:0.012991189956665039 || Total time:33.402843952178955 Iteration: 1876 || Clusters count: 15 || Log posterior: -3753.0512387603353 || Iter Time:0.018568992614746094 || Total time:33.4214129447937 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3768.661900452543 || Iter Time:0.013783931732177734 || Total time:33.43519687652588 Iteration: 1878 || Clusters count: 15 || Log posterior: -3739.672760541496 || Iter Time:0.017579078674316406 || Total time:33.452775955200195 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3783.773190479026 || Iter Time:0.012013912200927734 || Total time:33.46478986740112 Iteration: 1880 || Clusters count: 15 || Log posterior: -3766.1817432129046 || Iter Time:0.017522811889648438 || Total time:33.48231267929077 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3772.866860146315 || Iter Time:0.01264500617980957 || Total time:33.49495768547058 Iteration: 1882 || Clusters count: 15 || Log posterior: -3754.230728695445 || Iter Time:0.018484115600585938 || Total time:33.51344180107117 Loading and distributing data: 0.000149 seconds (129 allocations: 12.992 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3765.518977470368 || Iter Time:0.016201019287109375 || Total time:33.529642820358276 Iteration: 1884 || Clusters count: 15 || Log posterior: -3745.492617830717 || Iter Time:0.02163386344909668 || Total time:33.55127668380737 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3765.753356078306 || Iter Time:0.015241146087646484 || Total time:33.56651782989502 Iteration: 1886 || Clusters count: 15 || Log posterior: -3742.467734616372 || Iter Time:0.02021479606628418 || Total time:33.586732625961304 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3773.537565744638 || Iter Time:0.015507936477661133 || Total time:33.602240562438965 Iteration: 1888 || Clusters count: 15 || Log posterior: -3743.165260313776 || Iter Time:0.019631147384643555 || Total time:33.62187170982361 Loading and distributing data: 0.000135 seconds (129 allocations: 12.992 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3735.253321312807 || Iter Time:0.01398921012878418 || Total time:33.63586091995239 Iteration: 1890 || Clusters count: 15 || Log posterior: -3722.430332516299 || Iter Time:0.017785072326660156 || Total time:33.65364599227905 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3783.5095610799885 || Iter Time:0.013180971145629883 || Total time:33.66682696342468 Iteration: 1892 || Clusters count: 15 || Log posterior: -3742.555125905203 || Iter Time:0.022483110427856445 || Total time:33.68931007385254 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3805.293459745144 || Iter Time:0.014562129974365234 || Total time:33.703872203826904 Iteration: 1894 || Clusters count: 14 || Log posterior: -3780.290735223249 || Iter Time:0.018130064010620117 || Total time:33.722002267837524 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3797.9035486366015 || Iter Time:0.013094902038574219 || Total time:33.7350971698761 Iteration: 1896 || Clusters count: 14 || Log posterior: -3770.933040988704 || Iter Time:0.017505884170532227 || Total time:33.75260305404663 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3758.0264968075 || Iter Time:0.013258934020996094 || Total time:33.76586198806763 Iteration: 1898 || Clusters count: 14 || Log posterior: -3748.2174526730146 || Iter Time:0.018098831176757812 || Total time:33.783960819244385 Loading and distributing data: 0.000154 seconds (129 allocations: 12.992 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3779.609541611911 || Iter Time:0.041253089904785156 || Total time:33.82521390914917 Iteration: 1900 || Clusters count: 14 || Log posterior: -3768.4373455996038 || Iter Time:0.01625680923461914 || Total time:33.84147071838379 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3748.930325982298 || Iter Time:0.012447118759155273 || Total time:33.853917837142944 Iteration: 1902 || Clusters count: 14 || Log posterior: -3726.773994465613 || Iter Time:0.017695903778076172 || Total time:33.87161374092102 Loading and distributing data: 0.000117 seconds (129 allocations: 12.992 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3792.604057910051 || Iter Time:0.013072967529296875 || Total time:33.88468670845032 Iteration: 1904 || Clusters count: 14 || Log posterior: -3764.873477199157 || Iter Time:0.0167539119720459 || Total time:33.90144062042236 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3806.596454012741 || Iter Time:0.012505054473876953 || Total time:33.91394567489624 Iteration: 1906 || Clusters count: 14 || Log posterior: -3789.564412244971 || Iter Time:0.016636133193969727 || Total time:33.93058180809021 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3767.6436552159753 || Iter Time:0.014445066452026367 || Total time:33.945026874542236 Iteration: 1908 || Clusters count: 14 || Log posterior: -3748.5323294383275 || Iter Time:0.017128944396972656 || Total time:33.96215581893921 Loading and distributing data: 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Time:0.015307903289794922 || Total time:34.05013060569763 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3721.453555283218 || Iter Time:0.011905193328857422 || Total time:34.06203579902649 Iteration: 1916 || Clusters count: 13 || Log posterior: -3702.501687213068 || Iter Time:0.015372037887573242 || Total time:34.07740783691406 Loading and distributing data: 0.000112 seconds (129 allocations: 12.992 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3768.0101500501473 || Iter Time:0.01213216781616211 || Total time:34.089540004730225 Iteration: 1918 || Clusters count: 13 || Log posterior: -3742.909051163393 || Iter Time:0.016119003295898438 || Total time:34.10565900802612 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3818.4946956759086 || Iter Time:0.011740922927856445 || Total time:34.11739993095398 Iteration: 1920 || Clusters count: 13 || Log posterior: -3791.546121958291 || Iter Time:0.015514135360717773 || Total time:34.1329140663147 Loading and distributing data: 0.000123 seconds (129 allocations: 12.992 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3792.3620643837 || Iter Time:0.012064933776855469 || Total time:34.14497900009155 Iteration: 1922 || Clusters count: 13 || Log posterior: -3775.936280204469 || Iter Time:0.01677083969116211 || Total time:34.161749839782715 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3748.249364184523 || Iter Time:0.012089014053344727 || Total time:34.17383885383606 Iteration: 1924 || Clusters count: 13 || Log posterior: -3731.7905174945367 || Iter Time:0.016778945922851562 || Total time:34.19061779975891 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3743.3662233248215 || Iter Time:0.012058019638061523 || Total time:34.20267581939697 Iteration: 1926 || Clusters count: 13 || Log posterior: -3712.6290989575236 || Iter Time:0.01520681381225586 || Total time:34.21788263320923 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3770.3860143206757 || Iter Time:0.011323928833007812 || Total time:34.229206562042236 Iteration: 1928 || Clusters count: 13 || Log posterior: -3745.0406048443697 || Iter Time:0.015898942947387695 || Total time:34.245105504989624 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3714.2130522926454 || Iter Time:0.012264013290405273 || Total time:34.25736951828003 Iteration: 1930 || Clusters count: 13 || Log posterior: -3691.2457824047265 || Iter Time:0.01606297492980957 || Total time:34.27343249320984 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3779.8057169850003 || Iter Time:0.011758089065551758 || Total time:34.28519058227539 Iteration: 1932 || Clusters count: 13 || Log posterior: -3751.6047225092566 || Iter Time:0.0170290470123291 || Total time:34.30221962928772 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3782.6747725595624 || Iter Time:0.011885881423950195 || Total time:34.31410551071167 Iteration: 1934 || Clusters count: 13 || Log posterior: -3757.0933485591872 || Iter Time:0.01626420021057129 || Total time:34.33036971092224 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3709.336074238072 || Iter Time:0.012952089309692383 || Total time:34.343321800231934 Iteration: 1936 || Clusters count: 13 || Log posterior: -3698.96197866458 || Iter Time:0.015712976455688477 || Total time:34.35903477668762 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3728.582979374163 || Iter Time:0.011456966400146484 || Total time:34.37049174308777 Iteration: 1938 || Clusters count: 13 || Log posterior: -3702.983591023988 || Iter Time:0.016091108322143555 || Total time:34.38658285140991 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3796.903789811513 || Iter Time:0.01180410385131836 || Total time:34.39838695526123 Iteration: 1940 || Clusters count: 13 || Log posterior: -3765.1336322242296 || Iter Time:0.015625953674316406 || Total time:34.41401290893555 Loading and distributing data: 0.000133 seconds (129 allocations: 12.992 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3750.422518281259 || Iter Time:0.011858940124511719 || Total time:34.42587184906006 Iteration: 1942 || Clusters count: 13 || Log posterior: -3724.7908112073496 || Iter Time:0.017958879470825195 || Total time:34.443830728530884 Loading and distributing data: 0.000170 seconds (129 allocations: 12.992 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3752.5990334684234 || Iter Time:0.013153076171875 || Total time:34.45698380470276 Iteration: 1944 || Clusters count: 13 || Log posterior: -3732.8810528390973 || Iter Time:0.04443001747131348 || Total time:34.50141382217407 Loading and distributing data: 0.000116 seconds (129 allocations: 12.992 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3774.664941391623 || Iter Time:0.011384963989257812 || Total time:34.51279878616333 Iteration: 1946 || Clusters count: 13 || Log posterior: -3757.9916593639123 || Iter Time:0.01567697525024414 || Total time:34.528475761413574 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3722.2366197217707 || Iter Time:0.011904001235961914 || Total time:34.540379762649536 Iteration: 1948 || Clusters count: 13 || Log posterior: -3707.436617729869 || Iter Time:0.01529693603515625 || Total time:34.55567669868469 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3751.2533606421675 || Iter Time:0.011797904968261719 || Total time:34.567474603652954 Iteration: 1950 || Clusters count: 13 || Log posterior: -3718.6329293477725 || Iter Time:0.015173912048339844 || Total time:34.582648515701294 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3739.510258834411 || Iter Time:0.011631965637207031 || Total time:34.5942804813385 Iteration: 1952 || Clusters count: 13 || Log posterior: -3722.122314633059 || Iter Time:0.016000032424926758 || Total time:34.61028051376343 Loading and distributing data: 0.000120 seconds (129 allocations: 12.992 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3759.3824138014993 || Iter Time:0.01185297966003418 || Total time:34.62213349342346 Iteration: 1954 || Clusters count: 13 || Log posterior: -3739.8244651598575 || Iter Time:0.01545405387878418 || Total time:34.637587547302246 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3732.9592118700807 || Iter Time:0.012717008590698242 || Total time:34.650304555892944 Iteration: 1956 || Clusters count: 13 || Log posterior: -3718.8758033174563 || Iter Time:0.015813112258911133 || Total time:34.666117668151855 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3750.609051000319 || Iter Time:0.011420965194702148 || Total time:34.67753863334656 Iteration: 1958 || Clusters count: 13 || Log posterior: -3726.3093777694776 || Iter Time:0.016096115112304688 || Total time:34.69363474845886 Loading and distributing data: 0.000130 seconds (129 allocations: 12.992 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3786.3754473475074 || Iter Time:0.011993885040283203 || Total time:34.705628633499146 Iteration: 1960 || Clusters count: 13 || Log posterior: -3738.5104464889573 || Iter Time:0.016134023666381836 || Total time:34.72176265716553 Loading and distributing data: 0.000138 seconds (129 allocations: 12.992 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3742.6000852682923 || Iter Time:0.01212310791015625 || Total time:34.733885765075684 Iteration: 1962 || Clusters count: 13 || Log posterior: -3729.8567017658643 || Iter Time:0.016134977340698242 || Total time:34.75002074241638 Loading and distributing data: 0.000127 seconds (129 allocations: 12.992 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3751.9279501524406 || Iter Time:0.012135028839111328 || Total time:34.76215577125549 Iteration: 1964 || Clusters count: 13 || Log posterior: -3731.1209051409896 || Iter Time:0.015863895416259766 || Total time:34.77801966667175 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3747.6115968838512 || Iter Time:0.012410163879394531 || Total time:34.79042983055115 Iteration: 1966 || Clusters count: 13 || Log posterior: -3736.1676190261155 || Iter Time:0.016614913940429688 || Total time:34.80704474449158 Loading and distributing data: 0.000141 seconds (129 allocations: 12.992 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3782.9958987658747 || Iter Time:0.011783123016357422 || Total time:34.818827867507935 Iteration: 1968 || Clusters count: 13 || Log posterior: -3756.1566147095054 || Iter Time:0.017199039459228516 || Total time:34.83602690696716 Loading and distributing data: 0.000137 seconds (129 allocations: 12.992 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3733.1220580054796 || Iter Time:0.013204097747802734 || Total time:34.849231004714966 Iteration: 1970 || Clusters count: 13 || Log posterior: -3722.196266001666 || Iter Time:0.016566991806030273 || Total time:34.865797996520996 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3757.25365265352 || Iter Time:0.012398004531860352 || Total time:34.878196001052856 Iteration: 1972 || Clusters count: 13 || Log posterior: -3720.9288090316904 || Iter Time:0.015916109085083008 || Total time:34.89411211013794 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3779.8755868483295 || Iter Time:0.011965036392211914 || Total time:34.90607714653015 Iteration: 1974 || Clusters count: 13 || Log posterior: -3750.235139841369 || Iter Time:0.015655994415283203 || Total time:34.921733140945435 Loading and distributing data: 0.000114 seconds (129 allocations: 12.992 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3786.4428716250236 || Iter Time:0.011754989624023438 || Total time:34.93348813056946 Iteration: 1976 || Clusters count: 13 || Log posterior: -3755.9734648460294 || Iter Time:0.016556978225708008 || Total time:34.950045108795166 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3722.520398634493 || Iter Time:0.011955976486206055 || Total time:34.96200108528137 Iteration: 1978 || Clusters count: 13 || Log posterior: -3714.368425780454 || Iter Time:0.016075849533081055 || Total time:34.97807693481445 Loading and distributing data: 0.000115 seconds (129 allocations: 12.992 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3717.687060167208 || Iter Time:0.011990070343017578 || Total time:34.99006700515747 Iteration: 1980 || Clusters count: 13 || Log posterior: -3703.4479793958894 || Iter Time:0.016132116317749023 || Total time:35.00619912147522 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3729.128877200683 || Iter Time:0.012302160263061523 || Total time:35.01850128173828 Iteration: 1982 || Clusters count: 13 || Log posterior: -3702.0590618654624 || Iter Time:0.016041994094848633 || Total time:35.03454327583313 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3737.2784492336427 || Iter Time:0.012459039688110352 || Total time:35.04700231552124 Iteration: 1984 || Clusters count: 14 || Log posterior: -3712.270400775591 || Iter Time:0.016243934631347656 || Total time:35.06324625015259 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3776.279408562715 || Iter Time:0.012061119079589844 || Total time:35.07530736923218 Iteration: 1986 || Clusters count: 14 || Log posterior: -3747.1187721515835 || Iter Time:0.016571998596191406 || Total time:35.09187936782837 Loading and distributing data: 0.000142 seconds (129 allocations: 12.992 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3757.7698751385774 || Iter Time:0.012647151947021484 || Total time:35.10452651977539 Iteration: 1988 || Clusters count: 14 || Log posterior: -3742.8489683204975 || Iter Time:0.016389846801757812 || Total time:35.12091636657715 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3716.3220720700883 || Iter Time:0.012163877487182617 || Total time:35.13308024406433 Iteration: 1990 || Clusters count: 14 || Log posterior: -3709.031869471717 || Iter Time:0.04369616508483887 || Total time:35.17677640914917 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3727.433243203318 || Iter Time:0.011486053466796875 || Total time:35.18826246261597 Iteration: 1992 || Clusters count: 14 || Log posterior: -3711.162610263941 || Iter Time:0.015353918075561523 || Total time:35.20361638069153 Loading and distributing data: 0.000119 seconds (129 allocations: 12.992 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3780.032534772611 || Iter Time:0.013583183288574219 || Total time:35.2171995639801 Iteration: 1994 || Clusters count: 14 || Log posterior: -3758.756305280577 || Iter Time:0.017529964447021484 || Total time:35.234729528427124 Loading and distributing data: 0.000140 seconds (129 allocations: 12.992 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3797.3925543229134 || Iter Time:0.013257026672363281 || Total time:35.24798655509949 Iteration: 1996 || Clusters count: 14 || Log posterior: -3764.1278003569887 || Iter Time:0.017170190811157227 || Total time:35.265156745910645 Loading and distributing data: 0.000122 seconds (129 allocations: 12.992 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3729.3795854589707 || Iter Time:0.012844085693359375 || Total time:35.278000831604004 Iteration: 1998 || Clusters count: 14 || Log posterior: -3697.147147383973 || Iter Time:0.017420053482055664 || Total time:35.29542088508606 Loading and distributing data: 0.000129 seconds (129 allocations: 12.992 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3749.414604190518 || Iter Time:0.013061046600341797 || Total time:35.3084819316864 Iteration: 2000 || Clusters count: 14 || Log posterior: -3728.3149801838676 || Iter Time:0.01794600486755371 || Total time:35.326427936553955 Loading and distributing data: 0.000143 seconds (129 allocations: 12.992 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3786.0093083885126 || Iter Time:0.013113021850585938 || Total time:35.33954095840454 Iteration: 2002 || Clusters count: 14 || Log posterior: -3761.8556348446814 || Iter Time:0.01787710189819336 || Total time:35.357418060302734 Loading and distributing data: 0.000124 seconds (129 allocations: 12.992 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3774.4253168096693 || Iter Time:0.012671947479248047 || Total time:35.37009000778198 Iteration: 2004 || Clusters count: 14 || Log posterior: -3718.2653222815266 || Iter Time:0.016993045806884766 || Total time:35.38708305358887 Loading and distributing data: 0.000126 seconds (129 allocations: 12.992 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3716.901312260992 || Iter Time:0.012682914733886719 || Total time:35.399765968322754 Iteration: 2006 || Clusters count: 15 || Log posterior: -3688.550018638293 || Iter Time:0.01764392852783203 || Total time:35.417409896850586 Loading and distributing data: 0.000121 seconds (129 allocations: 12.992 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3767.0024807051414 || Iter Time:0.012336015701293945 || Total time:35.42974591255188 Iteration: 2008 || Clusters count: 14 || Log posterior: -3736.497048399657 || Iter Time:0.016614913940429688 || Total time:35.44636082649231 Loading and distributing data: 0.000139 seconds (129 allocations: 12.992 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3811.6117437034386 || Iter Time:0.012674093246459961 || Total time:35.45903491973877 Iteration: 2010 || Clusters count: 14 || Log posterior: -3795.445916451641 || Iter Time:0.016853809356689453 || Total time:35.47588872909546 Loading and distributing data: 0.000132 seconds (129 allocations: 12.992 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3763.656339225329 || Iter Time:0.012774944305419922 || Total time:35.48866367340088 Iteration: 2012 || Clusters count: 14 || Log posterior: -3748.053766324313 || Iter Time:0.017369985580444336 || Total time:35.50603365898132 Loading and distributing data: 0.000131 seconds (129 allocations: 12.992 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3749.7687190237148 || Iter Time:0.012823104858398438 || Total time:35.51885676383972 Iteration: 2014 || Clusters count: 14 || Log posterior: -3724.365770696969 || Iter Time:0.017115116119384766 || Total time:35.535971879959106 Loading and distributing data: 0.000134 seconds (129 allocations: 12.992 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3715.3651061344417 || Iter Time:0.013808012008666992 || Total time:35.54977989196777 Iteration: 2016 || Clusters count: 14 || Log posterior: -3687.460247557667 || Iter Time:0.017900943756103516 || Total time:35.56768083572388 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3751.30172404738 || Iter Time:0.013186216354370117 || Total time:35.58086705207825 Iteration: 2018 || Clusters count: 14 || Log posterior: -3720.5056418107724 || Iter Time:0.017546892166137695 || Total time:35.598413944244385 Loading and distributing data: 0.000144 seconds (129 allocations: 12.992 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -3801.8323699642656 || Iter Time:0.013185977935791016 || Total time:35.611599922180176 Iteration: 2020 || Clusters count: 15 || Log posterior: -3775.712388896956 || Iter Time:0.01745295524597168 || Total time:35.62905287742615 Loading and distributing data: 0.000125 seconds (129 allocations: 12.992 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -3845.0186807410255 || Iter Time:0.01232600212097168 || Total time:35.64137887954712 Iteration: 2022 || Clusters count: 14 || Log posterior: -3787.8219893107976 || Iter Time:0.01754307746887207 || Total time:35.65892195701599 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3845.3563010426005 || Iter Time:0.012874841690063477 || Total time:35.671796798706055 Iteration: 2024 || Clusters count: 13 || Log posterior: -3799.933302879757 || Iter Time:0.01636195182800293 || Total time:35.68815875053406 Loading and distributing data: 0.000118 seconds (129 allocations: 12.992 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3813.1129265142304 || Iter Time:0.012073040008544922 || Total time:35.7002317905426 Iteration: 2026 || Clusters count: 13 || Log posterior: -3799.880462148551 || Iter Time:0.015676021575927734 || Total time:35.71590781211853 Loading and distributing data: 0.000128 seconds (129 allocations: 12.992 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3773.1563999024806 || Iter Time:0.012032032012939453 || Total time:35.72793984413147 Iteration: 2028 || Clusters count: 13 || Log posterior: -3759.269657301021 || Iter Time:0.015835046768188477 || Total time:35.74377489089966 Avg NMI: 0.9332255620400988 Full NMI: 0.9073588102350175 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m24.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 204.62s PkgEval succeeded after 293.03s