Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2064 (1d5dcac2d2*) started at 2026-04-21T18:57:52.373 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.52s ################################################################################ # 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 v1.26.1 ⌅ [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 v0.25.125 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 ⌅ [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.3 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.18 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.85s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.2 s ✓ Clustering 3.3 s ✓ HypergeometricFunctions 11.4 s ✓ KernelFunctions 3.7 s ✓ StatsFuns 4.1 s ✓ StatsFuns → StatsFunsChainRulesCoreExt 11.9 s ✓ Distributions 4.8 s ✓ Distributions → DistributionsChainRulesCoreExt 5.8 s ✓ Distributions → DistributionsTestExt 11.8 s ✓ DPMMSubClustersStreaming 9 dependencies successfully precompiled in 65 seconds. 95 already precompiled. Precompilation completed after 87.61s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_6kpaSf/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.125 ⌅ [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_6kpaSf/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [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 v0.25.125 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 ⌅ [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.3 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.18 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.69.0+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.715315 seconds (971.42 k allocations: 60.943 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:19.459357976913452 || Total time:19.459357976913452 Iteration: 1 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006983041763305664 || Total time:19.466341018676758 Iteration: 2 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.005685091018676758 || Total time:19.472026109695435 Iteration: 3 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.005949974060058594 || Total time:19.477976083755493 Iteration: 4 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.005628824234008789 || Total time:19.483604907989502 Iteration: 5 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.018754005432128906 || Total time:19.50235891342163 Iteration: 6 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006002902984619141 || Total time:19.50836181640625 Iteration: 7 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006318092346191406 || Total time:19.51467990875244 Iteration: 8 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006354093551635742 || Total time:19.521034002304077 Iteration: 9 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.0062410831451416016 || Total time:19.52727508544922 Iteration: 10 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006645917892456055 || Total time:19.533921003341675 Iteration: 11 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.0065310001373291016 || Total time:19.540452003479004 Iteration: 12 || Clusters count: 1 || Log posterior: -233071.78798629093 || Iter Time:0.006721019744873047 || Total time:19.547173023223877 Iteration: 13 || Clusters count: 2 || Log posterior: -232790.54580050358 || Iter Time:4.224111080169678 || Total time:23.771284103393555 Iteration: 14 || Clusters count: 2 || Log posterior: -232783.5060978955 || Iter Time:0.0064542293548583984 || Total time:23.777738332748413 Iteration: 15 || Clusters count: 2 || Log posterior: -232792.7428946095 || Iter Time:0.006083965301513672 || Total time:23.783822298049927 Iteration: 16 || Clusters count: 2 || Log posterior: -232771.47597722002 || Iter Time:0.0058441162109375 || Total time:23.789666414260864 Iteration: 17 || Clusters count: 2 || Log posterior: -232778.09176702253 || Iter Time:0.0061109066009521484 || Total time:23.795777320861816 Iteration: 18 || Clusters count: 2 || Log posterior: -232790.38463625425 || Iter Time:0.006142139434814453 || Total time:23.80191946029663 Iteration: 19 || Clusters count: 2 || Log posterior: -232770.594549947 || Iter Time:0.005917072296142578 || Total time:23.807836532592773 Iteration: 20 || Clusters count: 2 || Log posterior: -232687.53811836746 || Iter Time:1.4685399532318115 || Total time:25.276376485824585 Loading and distributing data: 0.000991 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232963.85824310285 || Iter Time:0.0345151424407959 || Total time:25.31089162826538 Iteration: 22 || Clusters count: 2 || Log posterior: -232942.48050810673 || Iter Time:0.007193803787231445 || Total time:25.318085432052612 Iteration: 23 || Clusters count: 2 || Log posterior: -232891.55082060673 || Iter Time:0.006981849670410156 || Total time:25.325067281723022 Iteration: 24 || Clusters count: 2 || Log posterior: -232887.46249483028 || Iter Time:0.0075380802154541016 || Total time:25.332605361938477 Iteration: 25 || Clusters count: 2 || Log posterior: -232890.85116048815 || Iter Time:0.006402015686035156 || Total time:25.33900737762451 Iteration: 26 || Clusters count: 2 || Log posterior: -232883.68905733028 || Iter Time:0.11786890029907227 || Total time:25.456876277923584 Iteration: 27 || Clusters count: 2 || Log posterior: -232873.36383973458 || Iter Time:0.006155967712402344 || Total time:25.463032245635986 Iteration: 28 || Clusters count: 3 || Log posterior: -232503.64132593776 || Iter Time:0.008213996887207031 || Total time:25.471246242523193 Iteration: 29 || Clusters count: 3 || Log posterior: -232353.24092420074 || Iter Time:0.0066950321197509766 || Total time:25.477941274642944 Iteration: 30 || Clusters count: 3 || Log posterior: -232338.2262021539 || Iter Time:0.00671696662902832 || Total time:25.484658241271973 Iteration: 31 || Clusters count: 3 || Log posterior: -232279.2909360702 || Iter Time:0.0065000057220458984 || Total time:25.49115824699402 Iteration: 32 || Clusters count: 3 || Log posterior: -232297.2986429892 || Iter Time:0.006685972213745117 || Total time:25.497844219207764 Iteration: 33 || Clusters count: 3 || Log posterior: -232279.71857674822 || Iter Time:0.006524085998535156 || Total time:25.5043683052063 Iteration: 34 || Clusters count: 3 || Log posterior: -232283.32007378578 || Iter Time:0.006541013717651367 || Total time:25.51090931892395 Iteration: 35 || Clusters count: 3 || Log posterior: -232279.74434161666 || Iter Time:0.0064928531646728516 || Total time:25.517402172088623 Iteration: 36 || Clusters count: 3 || Log posterior: -232260.68790580888 || Iter Time:0.006565093994140625 || Total time:25.523967266082764 Iteration: 37 || Clusters count: 3 || Log posterior: -232271.36113929702 || Iter Time:0.006618022918701172 || Total time:25.530585289001465 Iteration: 38 || Clusters count: 3 || Log posterior: -232277.4084554064 || Iter Time:0.006541013717651367 || Total time:25.537126302719116 Iteration: 39 || Clusters count: 3 || Log posterior: -232291.1738639556 || Iter Time:0.00657200813293457 || Total time:25.54369831085205 Iteration: 40 || Clusters count: 3 || Log posterior: -232277.7012077056 || Iter Time:0.006426811218261719 || Total time:25.550125122070312 Iteration: 41 || Clusters count: 3 || Log posterior: -232223.00513483936 || Iter Time:0.00625300407409668 || Total time:25.55637812614441 Loading and distributing data: 0.001048 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262502.05646407633 || Iter Time:0.007285118103027344 || Total time:25.563663244247437 Iteration: 43 || Clusters count: 3 || Log posterior: -262461.91059335176 || Iter Time:0.00669097900390625 || Total time:25.570354223251343 Iteration: 44 || Clusters count: 3 || Log posterior: -262453.1372479423 || Iter Time:0.006844997406005859 || Total time:25.57719922065735 Iteration: 45 || Clusters count: 3 || Log posterior: -262426.3788793465 || Iter Time:0.006667137145996094 || Total time:25.583866357803345 Iteration: 46 || Clusters count: 3 || Log posterior: -262421.12174012436 || Iter Time:0.0066680908203125 || Total time:25.590534448623657 Iteration: 47 || Clusters count: 4 || Log posterior: -261984.39369528048 || Iter Time:0.008330106735229492 || Total time:25.598864555358887 Iteration: 48 || Clusters count: 4 || Log posterior: -261945.30195270843 || Iter Time:0.007430076599121094 || Total time:25.606294631958008 Iteration: 49 || Clusters count: 4 || Log posterior: -261931.4911859662 || Iter Time:0.007058143615722656 || Total time:25.61335277557373 Iteration: 50 || Clusters count: 4 || Log posterior: -261951.5267013039 || Iter Time:0.006967067718505859 || Total time:25.620319843292236 Iteration: 51 || Clusters count: 4 || Log posterior: -261943.3521069028 || Iter Time:0.006527900695800781 || Total time:25.626847743988037 Iteration: 52 || Clusters count: 4 || Log posterior: -261940.76396356738 || Iter Time:0.0069580078125 || Total time:25.633805751800537 Iteration: 53 || Clusters count: 4 || Log posterior: -261919.12396276213 || Iter Time:0.006886959075927734 || Total time:25.640692710876465 Iteration: 54 || Clusters count: 4 || Log posterior: -261927.3301900401 || Iter Time:0.007097959518432617 || Total time:25.647790670394897 Iteration: 55 || Clusters count: 4 || Log posterior: -261928.70427339128 || Iter Time:0.0071218013763427734 || Total time:25.65491247177124 Iteration: 56 || Clusters count: 5 || Log posterior: -261613.1446748129 || Iter Time:0.00960993766784668 || Total time:25.664522409439087 Iteration: 57 || Clusters count: 6 || Log posterior: -261111.43741819303 || Iter Time:0.00910496711730957 || Total time:25.673627376556396 Iteration: 58 || Clusters count: 6 || Log posterior: -261048.35975573803 || Iter Time:0.007795810699462891 || Total time:25.68142318725586 Iteration: 59 || Clusters count: 6 || Log posterior: -261035.2180575997 || Iter Time:0.008120059967041016 || Total time:25.6895432472229 Iteration: 60 || Clusters count: 6 || Log posterior: -261022.05571618408 || Iter Time:0.009604930877685547 || Total time:25.699148178100586 Iteration: 61 || Clusters count: 6 || Log posterior: -261028.25315940127 || Iter Time:0.00943899154663086 || Total time:25.708587169647217 Iteration: 62 || Clusters count: 6 || Log posterior: -260928.56818198896 || Iter Time:0.07070803642272949 || Total time:25.779295206069946 Loading and distributing data: 0.000806 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260941.28728982055 || Iter Time:0.007595062255859375 || Total time:25.786890268325806 Iteration: 64 || Clusters count: 7 || Log posterior: -260695.1725374965 || Iter Time:0.008673906326293945 || Total time:25.7955641746521 Iteration: 65 || Clusters count: 7 || Log posterior: -260496.86284973376 || Iter Time:0.008099079132080078 || Total time:25.80366325378418 Iteration: 66 || Clusters count: 7 || Log posterior: -260429.25568546948 || Iter Time:0.007909059524536133 || Total time:25.811572313308716 Iteration: 67 || Clusters count: 7 || Log posterior: -260427.99487894282 || Iter Time:0.008053064346313477 || Total time:25.81962537765503 Iteration: 68 || Clusters count: 7 || Log posterior: -260427.05981986507 || Iter Time:0.00804901123046875 || Total time:25.827674388885498 Iteration: 69 || Clusters count: 7 || Log posterior: -260432.5828653402 || Iter Time:0.008317947387695312 || Total time:25.835992336273193 Iteration: 70 || Clusters count: 7 || Log posterior: -260389.2654080042 || Iter Time:0.007731914520263672 || Total time:25.843724250793457 Iteration: 71 || Clusters count: 8 || Log posterior: -260262.71834503036 || Iter Time:0.009029865264892578 || Total time:25.85275411605835 Iteration: 72 || Clusters count: 9 || Log posterior: -259865.4586899211 || Iter Time:0.7893221378326416 || Total time:26.64207625389099 Iteration: 73 || Clusters count: 10 || Log posterior: -259496.41544557468 || Iter Time:0.012711048126220703 || Total time:26.654787302017212 Iteration: 74 || Clusters count: 10 || Log posterior: -259477.48337392748 || Iter Time:0.010693073272705078 || Total time:26.665480375289917 Iteration: 75 || Clusters count: 10 || Log posterior: -259430.45961800287 || Iter Time:0.010811090469360352 || Total time:26.676291465759277 Iteration: 76 || Clusters count: 10 || Log posterior: -259427.46310198912 || Iter Time:0.010676145553588867 || Total time:26.686967611312866 Iteration: 77 || Clusters count: 10 || Log posterior: -259440.4338072265 || Iter Time:0.010673046112060547 || Total time:26.697640657424927 Iteration: 78 || Clusters count: 10 || Log posterior: -259443.48660312608 || Iter Time:0.010634899139404297 || Total time:26.70827555656433 Iteration: 79 || Clusters count: 10 || Log posterior: -259446.63506446805 || Iter Time:0.011002063751220703 || Total time:26.71927762031555 Iteration: 80 || Clusters count: 10 || Log posterior: -259445.59787357633 || Iter Time:0.011147022247314453 || Total time:26.730424642562866 Iteration: 81 || Clusters count: 10 || Log posterior: -259445.4944826062 || Iter Time:0.01104593276977539 || Total time:26.74147057533264 Iteration: 82 || Clusters count: 10 || Log posterior: -259464.89829260757 || Iter Time:0.011162996292114258 || Total time:26.752633571624756 Iteration: 83 || Clusters count: 10 || Log posterior: -259394.1671295046 || Iter Time:0.010449886322021484 || Total time:26.763083457946777 Loading and distributing data: 0.001026 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259337.92322957393 || Iter Time:0.03265786170959473 || Total time:26.795741319656372 Iteration: 85 || Clusters count: 10 || Log posterior: -259275.17039805333 || Iter Time:0.011365175247192383 || Total time:26.807106494903564 Iteration: 86 || Clusters count: 11 || Log posterior: -258942.3539317234 || Iter Time:0.013449907302856445 || Total time:26.82055640220642 Iteration: 87 || Clusters count: 12 || Log posterior: -258532.11484096342 || Iter Time:0.025950908660888672 || Total time:26.84650731086731 Iteration: 88 || Clusters count: 13 || Log posterior: -257909.64923855558 || Iter Time:0.012270927429199219 || Total time:26.85877823829651 Iteration: 89 || Clusters count: 13 || Log posterior: -257825.83568231078 || Iter Time:0.011342048645019531 || Total time:26.87012028694153 Iteration: 90 || Clusters count: 13 || Log posterior: -257802.03554982107 || Iter Time:0.011277914047241211 || Total time:26.88139820098877 Iteration: 91 || Clusters count: 13 || Log posterior: -257797.16087057293 || Iter Time:0.011255025863647461 || Total time:26.892653226852417 Iteration: 92 || Clusters count: 13 || Log posterior: -257785.41709252397 || Iter Time:0.011778116226196289 || Total time:26.904431343078613 Iteration: 93 || Clusters count: 13 || Log posterior: -257793.77829485704 || Iter Time:0.011451005935668945 || Total time:26.915882349014282 Iteration: 94 || Clusters count: 13 || Log posterior: -257789.21987684627 || Iter Time:0.011565923690795898 || Total time:26.927448272705078 Iteration: 95 || Clusters count: 13 || Log posterior: -257785.9030911335 || Iter Time:0.011270999908447266 || Total time:26.938719272613525 Iteration: 96 || Clusters count: 13 || Log posterior: -257776.67418058892 || Iter Time:0.01145482063293457 || Total time:26.95017409324646 Iteration: 97 || Clusters count: 13 || Log posterior: -257775.19723111598 || Iter Time:0.011649131774902344 || Total time:26.961823225021362 Iteration: 98 || Clusters count: 13 || Log posterior: -257776.6599845203 || Iter Time:0.024356842041015625 || Total time:26.986180067062378 Iteration: 99 || Clusters count: 13 || Log posterior: -257790.28737757987 || Iter Time:0.011455774307250977 || Total time:26.99763584136963 Iteration: 100 || Clusters count: 13 || Log posterior: -257793.2778068922 || Iter Time:0.011056900024414062 || Total time:27.008692741394043 Iteration: 101 || Clusters count: 14 || Log posterior: -257201.85401746433 || Iter Time:0.013393163681030273 || Total time:27.022085905075073 Iteration: 102 || Clusters count: 14 || Log posterior: -257161.48073452013 || Iter Time:0.012901067733764648 || Total time:27.034986972808838 Iteration: 103 || Clusters count: 14 || Log posterior: -257155.32117545992 || Iter Time:0.01343393325805664 || Total time:27.048420906066895 Iteration: 104 || Clusters count: 14 || Log posterior: -257132.45848038935 || Iter Time:0.013132095336914062 || Total time:27.06155300140381 Loading and distributing data: 0.000734 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -256963.82371742628 || Iter Time:0.016026020050048828 || Total time:27.077579021453857 Iteration: 106 || Clusters count: 15 || Log posterior: -256786.48427574913 || Iter Time:0.015661954879760742 || Total time:27.093240976333618 Iteration: 107 || Clusters count: 15 || Log posterior: -256758.663838362 || Iter Time:0.016129016876220703 || Total time:27.10936999320984 Iteration: 108 || Clusters count: 15 || Log posterior: -256762.79293972233 || Iter Time:0.02015209197998047 || Total time:27.12952208518982 Iteration: 109 || Clusters count: 15 || Log posterior: -256754.7901211797 || Iter Time:0.019371986389160156 || Total 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time:27.419450521469116 Iteration: 124 || Clusters count: 16 || Log posterior: -256418.76766835988 || Iter Time:0.020610809326171875 || Total time:27.440061330795288 Iteration: 125 || Clusters count: 16 || Log posterior: -256405.6028739652 || Iter Time:0.01892995834350586 || Total time:27.458991289138794 Loading and distributing data: 0.001046 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 17 || Log posterior: -256363.9401910563 || Iter Time:0.02101302146911621 || Total time:27.48000431060791 Iteration: 127 || Clusters count: 17 || Log posterior: -256307.83088463254 || Iter Time:0.017776012420654297 || Total time:27.497780323028564 Iteration: 128 || Clusters count: 17 || Log posterior: -256309.3137037827 || Iter Time:0.01704692840576172 || Total time:27.514827251434326 Iteration: 129 || Clusters count: 17 || Log posterior: -256300.0754207746 || Iter Time:0.015480995178222656 || Total time:27.53030824661255 Iteration: 130 || Clusters count: 17 || Log posterior: -256296.51875006346 || Iter Time:0.019734859466552734 || Total time:27.5500431060791 Iteration: 131 || Clusters count: 19 || Log posterior: -255632.134823231 || Iter Time:0.017301082611083984 || Total time:27.567344188690186 Iteration: 132 || Clusters count: 19 || Log posterior: -255604.9543449822 || Iter Time:0.015898942947387695 || Total time:27.583243131637573 Iteration: 133 || Clusters count: 19 || Log posterior: -255607.27933162125 || Iter Time:0.013880014419555664 || Total time:27.59712314605713 Iteration: 134 || Clusters count: 19 || Log posterior: -255600.69006928246 || Iter Time:0.017980098724365234 || Total time:27.615103244781494 Iteration: 135 || Clusters count: 19 || Log posterior: -255602.0672926855 || Iter Time:0.015166997909545898 || Total time:27.63027024269104 Iteration: 136 || Clusters count: 19 || Log posterior: -255604.67841885018 || Iter Time:0.015523910522460938 || Total time:27.6457941532135 Iteration: 137 || Clusters count: 19 || Log posterior: -255602.3138749936 || Iter Time:0.017850160598754883 || Total time:27.663644313812256 Iteration: 138 || Clusters count: 19 || Log posterior: -255603.7916903202 || Iter Time:0.021651029586791992 || Total time:27.685295343399048 Iteration: 139 || Clusters count: 19 || Log posterior: -255606.33698815855 || Iter Time:0.017585039138793945 || Total time:27.702880382537842 Iteration: 140 || Clusters count: 19 || Log posterior: -255608.6537452886 || Iter Time:0.017838001251220703 || Total time:27.720718383789062 Iteration: 141 || Clusters count: 19 || Log posterior: -255601.69980008225 || Iter Time:0.018366098403930664 || Total time:27.739084482192993 Iteration: 142 || Clusters count: 19 || Log posterior: -255594.81728296416 || Iter Time:0.01920294761657715 || Total time:27.75828742980957 Iteration: 143 || Clusters count: 19 || Log posterior: -255597.2253624668 || Iter Time:0.023434162139892578 || Total time:27.781721591949463 Iteration: 144 || Clusters count: 19 || Log posterior: -255615.26788595677 || Iter Time:0.01904916763305664 || Total time:27.80077075958252 Iteration: 145 || Clusters count: 19 || Log posterior: -255605.82601402496 || Iter Time:0.019420146942138672 || Total time:27.820190906524658 Iteration: 146 || Clusters count: 19 || Log posterior: -255604.87578339834 || Iter Time:0.021194934844970703 || Total time:27.84138584136963 Loading and distributing data: 0.000816 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 21 || Log posterior: -254981.04380621287 || Iter Time:0.027029991149902344 || Total time:27.86841583251953 Iteration: 148 || Clusters count: 21 || Log posterior: -254923.32064576098 || Iter Time:0.02121710777282715 || Total time:27.88963294029236 Iteration: 149 || Clusters count: 21 || Log posterior: -254910.8645334966 || Iter Time:0.022225141525268555 || Total time:27.911858081817627 Iteration: 150 || Clusters count: 21 || Log posterior: -254911.69063261643 || Iter Time:0.026140928268432617 || Total 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-254741.29714930497 || Iter Time:0.029818058013916016 || Total time:28.43401789665222 Iteration: 172 || Clusters count: 20 || Log posterior: -254743.62083185598 || Iter Time:0.023958206176757812 || Total time:28.45797610282898 Iteration: 173 || Clusters count: 20 || Log posterior: -254740.21322988786 || Iter Time:0.02357196807861328 || Total time:28.481548070907593 Iteration: 174 || Clusters count: 20 || Log posterior: -254737.21941166488 || Iter Time:0.029028892517089844 || Total time:28.510576963424683 Iteration: 175 || Clusters count: 20 || Log posterior: -254739.86503738596 || Iter Time:0.025326013565063477 || Total time:28.535902976989746 Iteration: 176 || Clusters count: 20 || Log posterior: -254737.21941166488 || Iter Time:0.024267911911010742 || Total time:28.560170888900757 Iteration: 177 || Clusters count: 20 || Log posterior: -254748.76155383064 || Iter Time:0.02478814125061035 || Total time:28.584959030151367 Iteration: 178 || Clusters count: 20 || Log posterior: -254759.83549513022 || Iter Time:0.028663158416748047 || Total time:28.613622188568115 Iteration: 179 || Clusters count: 20 || Log posterior: -254747.00606066428 || Iter Time:0.02322697639465332 || Total time:28.63684916496277 Iteration: 180 || Clusters count: 20 || Log posterior: -254741.83841542248 || Iter Time:0.024006128311157227 || Total time:28.660855293273926 Iteration: 181 || Clusters count: 20 || Log posterior: -254737.21941166488 || Iter Time:0.029342174530029297 || Total time:28.690197467803955 Iteration: 182 || Clusters count: 20 || Log posterior: -254741.23008846721 || Iter Time:0.023823976516723633 || Total time:28.71402144432068 Iteration: 183 || Clusters count: 20 || Log posterior: -254740.01276542738 || Iter Time:0.024029016494750977 || Total time:28.73805046081543 Iteration: 184 || Clusters count: 20 || Log posterior: -254740.01276542738 || Iter Time:0.030627965927124023 || Total time:28.768678426742554 Iteration: 185 || Clusters count: 20 || Log posterior: -254740.01276542738 || Iter Time:0.02731013298034668 || Total time:28.7959885597229 Iteration: 186 || Clusters count: 20 || Log posterior: -254740.73190607838 || Iter Time:0.030907154083251953 || Total time:28.826895713806152 Iteration: 187 || Clusters count: 20 || Log posterior: -254737.21941166488 || Iter Time:0.028980016708374023 || Total time:28.855875730514526 Iteration: 188 || Clusters count: 20 || Log posterior: -254737.21941166488 || Iter Time:0.030850887298583984 || Total time:28.88672661781311 Loading and distributing data: 0.001049 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254751.4748268313 || Iter Time:0.02926802635192871 || Total time:28.91599464416504 Iteration: 190 || Clusters count: 20 || Log posterior: -254654.97768169257 || Iter Time:0.02942514419555664 || Total time:28.945419788360596 Iteration: 191 || Clusters count: 20 || Log posterior: -254654.53107017893 || Iter Time:0.03200793266296387 || Total time:28.97742772102356 Iteration: 192 || Clusters count: 20 || Log posterior: -254662.84876304038 || Iter Time:0.023988008499145508 || Total time:29.001415729522705 Iteration: 193 || Clusters count: 20 || Log posterior: -254650.4770035519 || Iter Time:0.024521827697753906 || Total time:29.02593755722046 Iteration: 194 || Clusters count: 20 || Log posterior: -254656.27456708625 || Iter Time:0.028733015060424805 || Total time:29.054670572280884 Iteration: 195 || Clusters count: 20 || Log posterior: -254657.26280578258 || Iter Time:0.02549600601196289 || Total time:29.080166578292847 Iteration: 196 || Clusters count: 20 || Log posterior: -254648.3352427185 || Iter Time:0.02433300018310547 || Total time:29.104499578475952 Iteration: 197 || Clusters count: 20 || Log posterior: -254660.30429003274 || Iter Time:0.023926973342895508 || Total time:29.128426551818848 Iteration: 198 || Clusters count: 20 || Log posterior: -254647.5442876884 || Iter Time:0.02910780906677246 || Total time:29.15753436088562 Iteration: 199 || Clusters count: 20 || Log posterior: -254645.53385601222 || Iter Time:0.024990081787109375 || Total time:29.18252444267273 Iteration: 200 || Clusters count: 20 || Log posterior: -254645.53385601222 || Iter Time:0.024963855743408203 || Total time:29.207488298416138 Iteration: 201 || Clusters count: 20 || Log posterior: -254645.53385601222 || Iter Time:0.029758930206298828 || Total time:29.237247228622437 Iteration: 202 || Clusters count: 20 || Log posterior: -254646.88223313875 || Iter Time:0.02409505844116211 || Total time:29.2613422870636 Iteration: 203 || Clusters count: 20 || Log posterior: -254649.29190105072 || Iter Time:0.02453303337097168 || Total time:29.28587532043457 Iteration: 204 || Clusters count: 20 || Log posterior: -254647.9912654003 || Iter Time:0.026914119720458984 || Total time:29.31278944015503 Iteration: 205 || Clusters count: 20 || Log posterior: -254647.57574464526 || Iter Time:0.03191685676574707 || Total time:29.344706296920776 Iteration: 206 || Clusters count: 20 || Log posterior: -254650.01978979856 || Iter Time:0.02573108673095703 || Total time:29.370437383651733 Iteration: 207 || Clusters count: 20 || Log posterior: -254658.65417676143 || Iter Time:0.025264978408813477 || Total time:29.395702362060547 Iteration: 208 || Clusters count: 20 || Log posterior: -254666.56137322064 || Iter Time:0.030187129974365234 || Total time:29.425889492034912 Iteration: 209 || Clusters count: 20 || Log posterior: -254650.14969441452 || Iter Time:0.023248910903930664 || Total time:29.449138402938843 NMI: 0.7543673906967173 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m29.8s [27451, 84199, 32388, 19292, 7485, 23084, 15600, 20593, 6880, 38565, 109678, 86078, 9059, 94916, 84551, 139473, 39177, 139820, 2825, 18886] Loading and distributing data: 0.000273 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:3.8122310638427734 || Total time:3.8122310638427734 Iteration: 1 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.002070188522338867 || Total time:3.8143012523651123 Iteration: 2 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.001238107681274414 || Total time:3.8155393600463867 Iteration: 3 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.0012450218200683594 || Total time:3.816784381866455 Iteration: 4 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.0012710094451904297 || Total time:3.8180553913116455 Iteration: 5 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.001196146011352539 || Total time:3.819251537322998 Iteration: 6 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.0011899471282958984 || Total time:3.820441484451294 Iteration: 7 || Clusters count: 1 || Log posterior: -7243.936881107116 || Iter Time:0.001216888427734375 || Total time:3.8216583728790283 Iteration: 8 || Clusters count: 2 || Log posterior: -7071.697355394761 || Iter Time:0.1483149528503418 || Total time:3.96997332572937 Iteration: 9 || Clusters count: 2 || Log posterior: -7071.697355394761 || Iter Time:0.0019807815551757812 || Total time:3.971954107284546 Iteration: 10 || Clusters count: 2 || Log posterior: -7075.538019783047 || Iter Time:0.0018169879913330078 || Total time:3.973771095275879 Iteration: 11 || Clusters count: 2 || Log posterior: -7077.161205074788 || Iter Time:0.00177001953125 || Total time:3.975541114807129 Iteration: 12 || Clusters count: 2 || Log posterior: -7071.697355394761 || Iter Time:0.0017180442810058594 || Total time:3.9772591590881348 Iteration: 13 || Clusters count: 2 || Log posterior: -7071.697355394761 || Iter Time:0.0017459392547607422 || Total time:3.9790050983428955 Iteration: 14 || Clusters count: 2 || Log posterior: -7082.237329859088 || Iter Time:0.0017189979553222656 || 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time:4.014623641967773 Iteration: 29 || Clusters count: 5 || Log posterior: -6285.924297643297 || Iter Time:0.003484010696411133 || Total time:4.018107652664185 Iteration: 30 || Clusters count: 5 || Log posterior: -6251.974522313413 || Iter Time:1.381706953048706 || Total time:5.399814605712891 false [1, 1, 1, 4, 4, 1, 1, 1, 1, 4, 1, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 1, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] [1, 4, 1, 4, 4, 1, 1, 1, 1, 4, 1, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 1, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5] Loading and distributing data: 0.000241 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -6099.917738560678 || Iter Time:0.0300900936126709 || Total time:5.4299046993255615 Iteration: 32 || Clusters count: 5 || Log posterior: -6089.1397208956005 || Iter Time:0.011052846908569336 || Total time:5.440957546234131 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5380.386910784153 || Iter Time:0.002775907516479492 || Total time:5.44373345375061 Iteration: 34 || Clusters count: 5 || Log posterior: -5350.2464882230415 || Iter Time:0.010365009307861328 || Total time:5.454098463058472 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5144.814994440645 || Iter Time:0.0027611255645751953 || Total time:5.456859588623047 Iteration: 36 || Clusters count: 5 || Log posterior: -5115.315836287449 || Iter Time:0.010473966598510742 || Total time:5.467333555221558 Loading and distributing data: 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|| Total time:5.5073254108428955 Loading and distributing data: 0.000141 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -4728.021775430064 || Iter Time:0.08879280090332031 || Total time:5.596118211746216 Iteration: 44 || Clusters count: 7 || Log posterior: -4700.7201314994645 || Iter Time:0.015882015228271484 || Total time:5.612000226974487 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4721.328997050337 || Iter Time:0.00415802001953125 || Total time:5.6161582469940186 Iteration: 46 || Clusters count: 7 || Log posterior: -4713.745682496059 || Iter Time:0.016620874404907227 || Total time:5.632779121398926 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4688.474826407756 || Iter Time:0.003737926483154297 || Total time:5.63651704788208 Iteration: 48 || Clusters count: 7 || Log 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Iteration: 293 || Clusters count: 16 || Log posterior: -3705.569086400951 || Iter Time:0.0140228271484375 || Total time:11.77191162109375 Iteration: 294 || Clusters count: 16 || Log posterior: -3698.17464753155 || Iter Time:0.037568092346191406 || Total time:11.809479713439941 Loading and distributing data: 0.000153 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 16 || Log posterior: -3740.273351127009 || Iter Time:0.014439105987548828 || Total time:11.82391881942749 Iteration: 296 || Clusters count: 16 || Log posterior: -3710.022634128596 || Iter Time:0.058693885803222656 || Total time:11.882612705230713 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 16 || Log posterior: -3710.6617438700355 || Iter Time:0.014468908309936523 || Total time:11.89708161354065 Iteration: 298 || Clusters count: 16 || Log posterior: -3692.025133842077 || Iter Time:0.03841400146484375 || Total time:11.935495615005493 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Iteration: 891 || Clusters count: 16 || Log posterior: -3724.4252943613574 || Iter Time:0.016729116439819336 || Total time:29.150435209274292 Iteration: 892 || Clusters count: 16 || Log posterior: -3703.247095005545 || Iter Time:0.03944587707519531 || Total time:29.189881086349487 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 893 || Clusters count: 16 || Log posterior: -3699.844908903855 || Iter Time:0.015577077865600586 || Total time:29.205458164215088 Iteration: 894 || Clusters count: 16 || Log posterior: -3688.3812844623044 || Iter Time:0.03973698616027832 || Total time:29.245195150375366 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 895 || Clusters count: 16 || Log posterior: -3680.3353082041945 || Iter Time:0.014795780181884766 || Total time:29.25999093055725 Iteration: 896 || Clusters count: 16 || Log posterior: -3674.144380274325 || Iter Time:0.04521012306213379 || Total time:29.305201053619385 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|| Log posterior: -3717.0295732266654 || Iter Time:0.04266691207885742 || Total time:30.768906593322754 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 953 || Clusters count: 16 || Log posterior: -3720.055672756538 || Iter Time:0.016108036041259766 || Total time:30.785014629364014 Iteration: 954 || Clusters count: 16 || Log posterior: -3694.90579388652 || Iter Time:0.04080605506896973 || Total time:30.825820684432983 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 955 || Clusters count: 17 || Log posterior: -3707.3088537977296 || Iter Time:0.016173124313354492 || Total time:30.841993808746338 Iteration: 956 || Clusters count: 17 || Log posterior: -3697.311050101996 || Iter Time:0.04411005973815918 || Total time:30.886103868484497 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 957 || Clusters count: 16 || Log posterior: -3757.870540642124 || Iter 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Iteration: 963 || Clusters count: 16 || Log posterior: -3740.401395539304 || Iter Time:0.01400613784790039 || Total time:31.02562189102173 Iteration: 964 || Clusters count: 16 || Log posterior: -3711.6122464893547 || Iter Time:0.06389594078063965 || Total time:31.089517831802368 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 965 || Clusters count: 16 || Log posterior: -3674.520653432105 || Iter Time:0.015252113342285156 || Total time:31.104769945144653 Iteration: 966 || Clusters count: 16 || Log posterior: -3659.420502505339 || Iter Time:0.03833580017089844 || Total time:31.14310574531555 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 967 || Clusters count: 16 || Log posterior: -3752.3490810841204 || Iter Time:0.014451980590820312 || Total time:31.157557725906372 Iteration: 968 || Clusters count: 16 || Log posterior: -3722.3505389295874 || Iter Time:0.03810405731201172 || Total time:31.195661783218384 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Iteration: 1002 || Clusters count: 15 || Log posterior: -3718.3651086670025 || Iter Time:0.03763318061828613 || Total time:32.07583236694336 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1003 || Clusters count: 15 || Log posterior: -3659.5364289013855 || Iter Time:0.014757871627807617 || Total time:32.09059023857117 Iteration: 1004 || Clusters count: 15 || Log posterior: -3650.0759744229613 || Iter Time:0.0361170768737793 || Total time:32.126707315444946 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1005 || Clusters count: 16 || Log posterior: -3689.0239925208707 || Iter Time:0.013360977172851562 || Total time:32.1400682926178 Iteration: 1006 || Clusters count: 16 || Log posterior: -3667.5713410630015 || Iter Time:0.03678703308105469 || Total time:32.17685532569885 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1007 || Clusters count: 16 || Log posterior: 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KiB) Iteration: 1035 || Clusters count: 17 || Log posterior: -3698.795614299075 || Iter Time:0.01564311981201172 || Total time:32.93761992454529 Iteration: 1036 || Clusters count: 16 || Log posterior: -3676.4782915654137 || Iter Time:0.0399930477142334 || Total time:32.97761297225952 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 1037 || Clusters count: 16 || Log posterior: -3691.8094003941546 || Iter Time:0.014121055603027344 || Total time:32.99173402786255 Iteration: 1038 || Clusters count: 16 || Log posterior: -3680.8350520669846 || Iter Time:0.03538012504577637 || Total time:33.027114152908325 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1039 || Clusters count: 16 || Log posterior: -3717.3377909922087 || Iter Time:0.014196157455444336 || Total time:33.04131031036377 Iteration: 1040 || Clusters count: 16 || Log posterior: -3697.371938834745 || Iter Time:0.03603982925415039 || Total 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Iteration: 1057 || Clusters count: 16 || Log posterior: -3735.6862095410747 || Iter Time:0.013541936874389648 || Total time:33.511091232299805 Iteration: 1058 || Clusters count: 16 || Log posterior: -3723.993244036471 || Iter Time:0.03756093978881836 || Total time:33.54865217208862 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1059 || Clusters count: 16 || Log posterior: -3725.8476641691523 || Iter Time:0.013436079025268555 || Total time:33.56208825111389 Iteration: 1060 || Clusters count: 16 || Log posterior: -3703.3483466919924 || Iter Time:0.0366520881652832 || Total time:33.598740339279175 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1061 || Clusters count: 16 || Log posterior: -3694.2944696552654 || Iter Time:0.014044046401977539 || Total time:33.61278438568115 Iteration: 1062 || Clusters count: 16 || Log posterior: -3686.069299991833 || Iter Time:0.038770198822021484 || Total 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|| Log posterior: -3707.485718350589 || Iter Time:0.03653693199157715 || Total time:33.83292269706726 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1069 || Clusters count: 16 || Log posterior: -3754.919148042191 || Iter Time:0.01485896110534668 || Total time:33.84778165817261 Iteration: 1070 || Clusters count: 16 || Log posterior: -3717.571871970634 || Iter Time:0.04199099540710449 || Total time:33.88977265357971 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1071 || Clusters count: 16 || Log posterior: -3741.033109016447 || Iter Time:0.019176006317138672 || Total time:33.90894865989685 Iteration: 1072 || Clusters count: 16 || Log posterior: -3721.841620319885 || Iter Time:0.04559898376464844 || Total time:33.9545476436615 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1073 || Clusters count: 16 || Log posterior: -3703.24333018563 || Iter 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Iteration: 1079 || Clusters count: 16 || Log posterior: -3697.382446128703 || Iter Time:0.014365196228027344 || Total time:34.12811064720154 Iteration: 1080 || Clusters count: 16 || Log posterior: -3693.4561366227927 || Iter Time:0.03760981559753418 || Total time:34.16572046279907 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1081 || Clusters count: 16 || Log posterior: -3724.7944766913174 || Iter Time:0.015179872512817383 || Total time:34.18090033531189 Iteration: 1082 || Clusters count: 16 || Log posterior: -3706.8337883038066 || Iter Time:0.037155866622924805 || Total time:34.218056201934814 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1083 || Clusters count: 16 || Log posterior: -3716.6366814423427 || Iter Time:0.014249086380004883 || Total time:34.23230528831482 Iteration: 1084 || Clusters count: 16 || Log posterior: -3687.4611425445264 || Iter Time:0.029959917068481445 || Total 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Iteration: 1167 || Clusters count: 16 || Log posterior: -3727.322427691378 || Iter Time:0.015470027923583984 || Total time:36.526745557785034 Iteration: 1168 || Clusters count: 16 || Log posterior: -3700.382290077356 || Iter Time:0.03873586654663086 || Total time:36.565481424331665 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1169 || Clusters count: 16 || Log posterior: -3727.9199432258965 || Iter Time:0.014943122863769531 || Total time:36.580424547195435 Iteration: 1170 || Clusters count: 16 || Log posterior: -3703.5190932646237 || Iter Time:0.0447690486907959 || Total time:36.62519359588623 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1171 || Clusters count: 16 || Log posterior: -3728.9008875917634 || Iter Time:0.014942169189453125 || Total time:36.640135765075684 Iteration: 1172 || Clusters count: 16 || Log posterior: -3705.800241656355 || Iter Time:0.042449951171875 || Total 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Iteration: 1189 || Clusters count: 16 || Log posterior: -3693.2967716775847 || Iter Time:0.015352964401245117 || Total time:37.19287943840027 Iteration: 1190 || Clusters count: 16 || Log posterior: -3676.604050585055 || Iter Time:0.03969216346740723 || Total time:37.232571601867676 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1191 || Clusters count: 16 || Log posterior: -3623.8471055770087 || Iter Time:0.014734983444213867 || Total time:37.24730658531189 Iteration: 1192 || Clusters count: 16 || Log posterior: -3598.7197755469297 || Iter Time:0.038619041442871094 || Total time:37.28592562675476 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1193 || Clusters count: 15 || Log posterior: -3682.9862057367695 || Iter Time:0.014626026153564453 || Total time:37.300551652908325 Iteration: 1194 || Clusters count: 15 || Log posterior: -3674.0114452287917 || Iter Time:0.03598308563232422 || Total 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Iteration: 1233 || Clusters count: 16 || Log posterior: -3758.6881219515076 || Iter Time:0.016349077224731445 || Total time:38.44137001037598 Iteration: 1234 || Clusters count: 16 || Log posterior: -3744.341348108642 || Iter Time:0.03954315185546875 || Total time:38.480913162231445 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1235 || Clusters count: 16 || Log posterior: -3734.261938835791 || Iter Time:0.019846200942993164 || Total time:38.50075936317444 Iteration: 1236 || Clusters count: 16 || Log posterior: -3716.69528992045 || Iter Time:0.0457150936126709 || Total time:38.54647445678711 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1237 || Clusters count: 16 || Log posterior: -3714.109642370958 || Iter Time:0.016021013259887695 || Total time:38.562495470047 Iteration: 1238 || Clusters count: 16 || Log posterior: -3706.291649654199 || Iter Time:0.046463966369628906 || Total time:38.608959436416626 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Iteration: 1349 || Clusters count: 16 || Log posterior: -3698.5304279257457 || Iter Time:0.015039920806884766 || Total time:41.29557681083679 Iteration: 1350 || Clusters count: 16 || Log posterior: -3684.213070836486 || Iter Time:0.03781008720397949 || Total time:41.33338689804077 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1351 || Clusters count: 16 || Log posterior: -3740.9006922673007 || Iter Time:0.014744043350219727 || Total time:41.34813094139099 Iteration: 1352 || Clusters count: 16 || Log posterior: -3730.662140932166 || Iter Time:0.0379941463470459 || Total time:41.38612508773804 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1353 || Clusters count: 16 || Log posterior: -3694.08377993431 || Iter Time:0.01656198501586914 || Total time:41.402687072753906 Iteration: 1354 || Clusters count: 16 || Log posterior: -3675.1395686695414 || Iter Time:0.03879189491271973 || Total time:41.441478967666626 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Iteration: 1443 || Clusters count: 16 || Log posterior: -3758.290258605514 || Iter Time:0.016981840133666992 || Total time:43.995208740234375 Iteration: 1444 || Clusters count: 16 || Log posterior: -3737.4148831219336 || Iter Time:0.03989291191101074 || Total time:44.035101652145386 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1445 || Clusters count: 17 || Log posterior: -3752.48278051273 || Iter Time:0.015280008316040039 || Total time:44.050381660461426 Iteration: 1446 || Clusters count: 16 || Log posterior: -3723.954254334628 || Iter Time:0.04193615913391113 || Total time:44.09231781959534 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1447 || Clusters count: 16 || Log posterior: -3730.9490838602105 || Iter Time:0.016130924224853516 || Total time:44.10844874382019 Iteration: 1448 || Clusters count: 16 || Log posterior: -3698.4215652845446 || Iter Time:0.038549184799194336 || Total 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Iteration: 1465 || Clusters count: 16 || Log posterior: -3680.705896166546 || Iter Time:0.0159299373626709 || Total time:44.59975028038025 Iteration: 1466 || Clusters count: 16 || Log posterior: -3668.586033473299 || Iter Time:0.0626828670501709 || Total time:44.66243314743042 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1467 || Clusters count: 16 || Log posterior: -3707.1169160385066 || Iter Time:0.016664981842041016 || Total time:44.67909812927246 Iteration: 1468 || Clusters count: 16 || Log posterior: -3688.0849518687432 || Iter Time:0.05038309097290039 || Total time:44.72948122024536 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1469 || Clusters count: 16 || Log posterior: -3676.942604949859 || Iter Time:0.016882896423339844 || Total time:44.7463641166687 Iteration: 1470 || Clusters count: 16 || Log posterior: -3657.117681180848 || Iter Time:0.04078984260559082 || Total time:44.78715395927429 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Iteration: 1537 || Clusters count: 16 || Log posterior: -3754.1021428559693 || Iter Time:0.01527094841003418 || Total time:46.63333868980408 Iteration: 1538 || Clusters count: 16 || Log posterior: -3735.1415416581085 || Iter Time:0.038912057876586914 || Total time:46.672250747680664 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1539 || Clusters count: 16 || Log posterior: -3728.4405263200824 || Iter Time:0.014933109283447266 || Total time:46.68718385696411 Iteration: 1540 || Clusters count: 16 || Log posterior: -3716.9535726052873 || Iter Time:0.0640408992767334 || Total time:46.751224756240845 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1541 || Clusters count: 16 || Log posterior: -3723.8154990916896 || Iter Time:0.01554417610168457 || Total time:46.76676893234253 Iteration: 1542 || Clusters count: 16 || Log posterior: -3705.377967784007 || Iter Time:0.04044318199157715 || Total 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Iteration: 1559 || Clusters count: 17 || Log posterior: -3717.0662800458235 || Iter Time:0.015877962112426758 || Total time:47.27277755737305 Iteration: 1560 || Clusters count: 16 || Log posterior: -3691.247480378474 || Iter Time:0.04055619239807129 || Total time:47.31333374977112 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 16 || Log posterior: -3686.3371924080443 || Iter Time:0.01491093635559082 || Total time:47.32824468612671 Iteration: 1562 || Clusters count: 16 || Log posterior: -3665.153999465823 || Iter Time:0.038149118423461914 || Total time:47.36639380455017 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1563 || Clusters count: 16 || Log posterior: -3730.5891500512134 || Iter Time:0.03972601890563965 || Total time:47.40611982345581 Iteration: 1564 || Clusters count: 16 || Log posterior: -3686.2214860979707 || Iter Time:0.0407259464263916 || Total time:47.4468457698822 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Iteration: 1631 || Clusters count: 16 || Log posterior: -3700.913310331293 || Iter Time:0.02181386947631836 || Total time:49.35556077957153 Iteration: 1632 || Clusters count: 16 || Log posterior: -3673.7327630745126 || Iter Time:0.03746819496154785 || Total time:49.39302897453308 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1633 || Clusters count: 16 || Log posterior: -3767.7945335275954 || Iter Time:0.01485896110534668 || Total time:49.40788793563843 Iteration: 1634 || Clusters count: 15 || Log posterior: -3750.232268597156 || Iter Time:0.03809094429016113 || Total time:49.44597887992859 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1635 || Clusters count: 15 || Log posterior: -3717.1108811851363 || Iter Time:0.03859710693359375 || Total time:49.48457598686218 Iteration: 1636 || Clusters count: 15 || Log posterior: -3703.5936609322753 || Iter Time:0.03664398193359375 || Total time:49.521219968795776 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Iteration: 1703 || Clusters count: 16 || Log posterior: -3719.9064195250594 || Iter Time:0.01583695411682129 || Total time:51.39309334754944 Iteration: 1704 || Clusters count: 16 || Log posterior: -3697.3815554678963 || Iter Time:0.03952312469482422 || Total time:51.43261647224426 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1705 || Clusters count: 16 || Log posterior: -3694.0086864310415 || Iter Time:0.01628589630126953 || Total time:51.44890236854553 Iteration: 1706 || Clusters count: 16 || Log posterior: -3685.276675704669 || Iter Time:0.04230690002441406 || Total time:51.491209268569946 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1707 || Clusters count: 17 || Log posterior: -3725.4680898871043 || Iter Time:0.01755213737487793 || Total time:51.508761405944824 Iteration: 1708 || Clusters count: 17 || Log posterior: -3701.944179864301 || Iter Time:0.06758308410644531 || Total 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-3659.7318220982866 || Iter Time:0.0659170150756836 || Total time:53.01791167259216 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1759 || Clusters count: 16 || Log posterior: -3727.375018448189 || Iter Time:0.015902042388916016 || Total time:53.03381371498108 Iteration: 1760 || Clusters count: 16 || Log posterior: -3713.348920165768 || Iter Time:0.03865981101989746 || Total time:53.07247352600098 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1761 || Clusters count: 16 || Log posterior: -3741.1444633292094 || Iter Time:0.015218019485473633 || Total time:53.08769154548645 Iteration: 1762 || Clusters count: 16 || Log posterior: -3729.329623843573 || Iter Time:0.040971994400024414 || Total time:53.128663539886475 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1763 || Clusters count: 17 || Log posterior: -3698.929429992486 || Iter Time:0.01740407943725586 || Total 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|| Log posterior: -3735.6468159585556 || Iter Time:0.01616501808166504 || Total time:53.32823848724365 Iteration: 1770 || Clusters count: 16 || Log posterior: -3730.5587439539386 || Iter Time:0.04171895980834961 || Total time:53.369957447052 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1771 || Clusters count: 16 || Log posterior: -3718.133057095421 || Iter Time:0.01558685302734375 || Total time:53.385544300079346 Iteration: 1772 || Clusters count: 16 || Log posterior: -3685.611363431336 || Iter Time:0.038496971130371094 || Total time:53.42404127120972 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1773 || Clusters count: 16 || Log posterior: -3663.3250155996257 || Iter Time:0.016718149185180664 || Total time:53.4407594203949 Iteration: 1774 || Clusters count: 16 || Log posterior: -3644.013144134984 || Iter Time:0.04003000259399414 || Total time:53.48078942298889 Loading and distributing data: 0.000175 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-3738.998760743964 || Iter Time:0.015429973602294922 || Total time:54.63358950614929 Iteration: 1814 || Clusters count: 16 || Log posterior: -3706.9857383973854 || Iter Time:0.039327144622802734 || Total time:54.672916650772095 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1815 || Clusters count: 16 || Log posterior: -3728.5465297915157 || Iter Time:0.016193151473999023 || Total time:54.689109802246094 Iteration: 1816 || Clusters count: 16 || Log posterior: -3688.285966549195 || Iter Time:0.04050898551940918 || Total time:54.7296187877655 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1817 || Clusters count: 16 || Log posterior: -3709.864088046324 || Iter Time:0.01635599136352539 || Total time:54.74597477912903 Iteration: 1818 || Clusters count: 16 || Log posterior: -3693.5228976190824 || Iter Time:0.04075503349304199 || Total time:54.78672981262207 Loading and distributing data: 0.000176 seconds (141 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Iteration: 1841 || Clusters count: 16 || Log posterior: -3688.8321413039453 || Iter Time:0.01613903045654297 || Total time:55.487038373947144 Iteration: 1842 || Clusters count: 16 || Log posterior: -3672.8088629349436 || Iter Time:0.04033017158508301 || Total time:55.52736854553223 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 16 || Log posterior: -3752.393009233491 || Iter Time:0.016342878341674805 || Total time:55.5437114238739 Iteration: 1844 || Clusters count: 16 || Log posterior: -3717.672988470327 || Iter Time:0.04081988334655762 || Total time:55.58453130722046 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 16 || Log posterior: -3753.8277838145364 || Iter Time:0.01610589027404785 || Total time:55.60063719749451 Iteration: 1846 || Clusters count: 16 || Log posterior: -3722.8246532958215 || Iter Time:0.041298866271972656 || Total time:55.64193606376648 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 16 || Log posterior: -3794.2499011057002 || Iter Time:0.015456914901733398 || Total time:55.65739297866821 Iteration: 1848 || Clusters count: 16 || Log posterior: -3742.018869106049 || Iter Time:0.04212498664855957 || Total time:55.69951796531677 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 16 || Log posterior: -3741.3660548413773 || Iter Time:0.015605926513671875 || Total time:55.715123891830444 Iteration: 1850 || Clusters count: 16 || Log posterior: -3726.8093108209873 || Iter Time:0.03894495964050293 || Total time:55.75406885147095 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 16 || Log posterior: -3723.8515734000457 || Iter Time:0.01837778091430664 || Total time:55.772446632385254 Iteration: 1852 || Clusters count: 16 || Log posterior: -3701.354543648124 || Iter Time:0.043975114822387695 || Total time:55.81642174720764 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 16 || Log posterior: -3723.585644121753 || Iter Time:0.015412092208862305 || Total time:55.831833839416504 Iteration: 1854 || Clusters count: 16 || Log posterior: -3700.2861711728347 || Iter Time:0.10042691230773926 || Total time:55.93226075172424 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 16 || Log posterior: -3673.0761166974316 || Iter Time:0.016483068466186523 || Total time:55.94874382019043 Iteration: 1856 || Clusters count: 16 || Log posterior: -3661.6881074908333 || Iter Time:0.04313802719116211 || Total time:55.99188184738159 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 16 || Log posterior: -3698.298102844029 || Iter Time:0.017674922943115234 || Total time:56.00955677032471 Iteration: 1858 || Clusters count: 16 || Log posterior: -3678.906311720246 || Iter Time:0.03946685791015625 || Total time:56.04902362823486 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 16 || Log posterior: -3739.357690987631 || Iter Time:0.015836000442504883 || Total time:56.06485962867737 Iteration: 1860 || Clusters count: 16 || Log posterior: -3723.614756617781 || Iter Time:0.03937411308288574 || Total time:56.104233741760254 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 16 || Log posterior: -3711.6628270320816 || Iter Time:0.01568889617919922 || Total time:56.11992263793945 Iteration: 1862 || Clusters count: 16 || Log posterior: -3685.0078366406915 || Iter Time:0.0394749641418457 || Total time:56.1593976020813 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 17 || Log posterior: -3665.56747161671 || Iter Time:0.015538930892944336 || Total time:56.17493653297424 Iteration: 1864 || Clusters count: 17 || Log posterior: -3653.380565543785 || Iter Time:0.04187297821044922 || Total time:56.21680951118469 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 16 || Log posterior: -3674.5104793402893 || Iter Time:0.015359163284301758 || Total time:56.232168674468994 Iteration: 1866 || Clusters count: 16 || Log posterior: -3670.1710171141754 || Iter Time:0.03931117057800293 || Total time:56.271479845047 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 17 || Log posterior: -3677.6954045141024 || Iter Time:0.015430927276611328 || Total time:56.28691077232361 Iteration: 1868 || Clusters count: 17 || Log posterior: -3672.2240326652177 || Iter Time:0.04041004180908203 || Total time:56.32732081413269 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-3715.0531168886223 || Iter Time:0.041101932525634766 || Total time:56.492732763290405 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 16 || Log posterior: -3764.7878314790723 || Iter Time:0.015601158142089844 || Total time:56.508333921432495 Iteration: 1876 || Clusters count: 16 || Log posterior: -3743.2465787933547 || Iter Time:0.03966712951660156 || Total time:56.5480010509491 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 16 || Log posterior: -3756.101444309452 || Iter Time:0.015535116195678711 || Total time:56.563536167144775 Iteration: 1878 || Clusters count: 16 || Log posterior: -3743.497100252782 || Iter Time:0.03945589065551758 || Total time:56.60299205780029 Loading and distributing data: 0.000469 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 16 || Log posterior: -3734.4259248933595 || Iter Time:0.017398834228515625 || Total time:56.62039089202881 Iteration: 1880 || Clusters count: 16 || Log posterior: -3715.9776178895463 || Iter Time:0.04001903533935547 || Total time:56.660409927368164 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 16 || Log posterior: -3712.745515038518 || Iter Time:0.015861034393310547 || Total time:56.676270961761475 Iteration: 1882 || Clusters count: 16 || Log posterior: -3694.200082288562 || Iter Time:0.04018115997314453 || Total time:56.71645212173462 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 16 || Log posterior: -3708.977471546792 || Iter Time:0.01667308807373047 || Total time:56.73312520980835 Iteration: 1884 || Clusters count: 16 || Log posterior: -3695.704676421786 || Iter Time:0.040273189544677734 || Total time:56.77339839935303 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 16 || Log posterior: -3725.524263576059 || Iter Time:0.01553487777709961 || Total time:56.78893327713013 Iteration: 1886 || Clusters count: 16 || Log posterior: -3705.3210437249004 || Iter Time:0.03992509841918945 || Total time:56.828858375549316 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 16 || Log posterior: -3699.816491922464 || Iter Time:0.015985965728759766 || Total time:56.844844341278076 Iteration: 1888 || Clusters count: 16 || Log posterior: -3688.759482677135 || Iter Time:0.04038286209106445 || Total time:56.88522720336914 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 16 || Log posterior: -3728.0298321651826 || Iter Time:0.015164852142333984 || Total time:56.900392055511475 Iteration: 1890 || Clusters count: 16 || Log posterior: -3717.514333206899 || Iter Time:0.041107892990112305 || Total time:56.94149994850159 Loading and distributing 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Time:0.040261030197143555 || Total time:57.111055850982666 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 16 || Log posterior: -3662.8997140376378 || Iter Time:0.016347885131835938 || Total time:57.1274037361145 Iteration: 1898 || Clusters count: 16 || Log posterior: -3650.7740242795335 || Iter Time:0.03834891319274902 || Total time:57.16575264930725 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 16 || Log posterior: -3719.6584543281115 || Iter Time:0.016424894332885742 || Total time:57.18217754364014 Iteration: 1900 || Clusters count: 16 || Log posterior: -3683.5917696920665 || Iter Time:0.040023088455200195 || Total time:57.22220063209534 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 16 || Log posterior: -3731.2742707210577 || Iter Time:0.0170440673828125 || Total time:57.23924469947815 Iteration: 1902 || Clusters count: 16 || Log posterior: -3708.5846356449233 || Iter Time:0.04030013084411621 || Total time:57.279544830322266 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 16 || Log posterior: -3748.064598890017 || Iter Time:0.016213178634643555 || Total time:57.29575800895691 Iteration: 1904 || Clusters count: 16 || Log posterior: -3721.3350137698076 || Iter Time:0.04051995277404785 || Total time:57.33627796173096 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 16 || Log posterior: -3709.8086194323314 || Iter Time:0.01646709442138672 || Total time:57.352745056152344 Iteration: 1906 || Clusters count: 16 || Log posterior: -3698.7534456659673 || Iter Time:0.039956092834472656 || Total time:57.392701148986816 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 16 || Log posterior: -3675.903587615363 || Iter Time:0.01749897003173828 || Total time:57.410200119018555 Iteration: 1908 || Clusters count: 16 || Log posterior: -3660.146157275398 || Iter Time:0.04273414611816406 || Total time:57.45293426513672 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 16 || Log posterior: -3696.074619884114 || Iter Time:0.017975807189941406 || Total time:57.47091007232666 Iteration: 1910 || Clusters count: 16 || Log posterior: -3682.2893956520943 || Iter Time:0.04475808143615723 || Total time:57.51566815376282 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 16 || Log posterior: -3736.966175382238 || Iter Time:0.018015146255493164 || Total time:57.53368330001831 Iteration: 1912 || Clusters count: 16 || Log posterior: -3707.365778374387 || Iter Time:0.04784107208251953 || Total time:57.58152437210083 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 16 || Log posterior: -3777.473632138681 || Iter Time:0.018639087677001953 || Total time:57.60016345977783 Iteration: 1914 || Clusters count: 16 || Log posterior: -3747.3276262405493 || Iter Time:0.047692060470581055 || Total time:57.64785552024841 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 16 || Log posterior: -3812.0873099619853 || Iter Time:0.018076181411743164 || Total time:57.665931701660156 Iteration: 1916 || Clusters count: 16 || Log posterior: -3779.785264270934 || Iter Time:0.046727895736694336 || Total time:57.71265959739685 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 17 || Log posterior: -3766.1793595879262 || Iter Time:0.019165992736816406 || Total time:57.73182559013367 Iteration: 1918 || Clusters count: 16 || Log posterior: -3737.703313806686 || Iter Time:0.04895281791687012 || Total time:57.78077840805054 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 16 || Log posterior: -3695.9517926605013 || Iter Time:0.017657041549682617 || Total time:57.79843544960022 Iteration: 1920 || Clusters count: 16 || Log posterior: -3682.522005528267 || Iter Time:0.04689908027648926 || Total time:57.84533452987671 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3748.7417448655838 || Iter Time:0.017946958541870117 || Total time:57.86328148841858 Iteration: 1922 || Clusters count: 15 || Log posterior: -3700.6761190185116 || Iter Time:0.04387712478637695 || Total time:57.907158613204956 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3719.3969884648964 || Iter Time:0.018249034881591797 || Total time:57.92540764808655 Iteration: 1924 || Clusters count: 15 || Log posterior: -3712.3419431836073 || Iter Time:0.04428982734680176 || Total time:57.96969747543335 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3747.160338795599 || Iter Time:0.0182340145111084 || Total time:57.98793148994446 Iteration: 1926 || Clusters count: 15 || Log posterior: -3723.6738370600856 || Iter Time:0.04402303695678711 || Total time:58.031954526901245 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3741.407947339201 || Iter Time:0.017699003219604492 || Total time:58.04965353012085 Iteration: 1928 || Clusters count: 15 || Log posterior: -3721.7239665594698 || Iter Time:0.04452395439147949 || Total time:58.09417748451233 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3695.781034595272 || Iter Time:0.017445087432861328 || Total time:58.11162257194519 Iteration: 1930 || Clusters count: 15 || Log posterior: -3674.3438605298425 || Iter Time:0.04464602470397949 || Total time:58.15626859664917 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -3695.830238019343 || Iter Time:0.018023014068603516 || Total time:58.17429161071777 Iteration: 1932 || Clusters count: 15 || Log posterior: -3672.6951486602884 || Iter Time:0.043743133544921875 || Total time:58.218034744262695 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3673.594639114603 || Iter Time:0.017439842224121094 || Total time:58.235474586486816 Iteration: 1934 || Clusters count: 15 || Log posterior: -3665.2076257451936 || Iter Time:0.04410696029663086 || Total time:58.27958154678345 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3678.9395809666235 || Iter Time:0.017345905303955078 || Total time:58.2969274520874 Iteration: 1936 || Clusters count: 15 || Log posterior: -3669.6108543946757 || Iter Time:0.11316084861755371 || Total time:58.410088300704956 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3689.079614487374 || Iter Time:0.015254020690917969 || Total time:58.425342321395874 Iteration: 1938 || Clusters count: 15 || Log posterior: -3675.5765059295873 || Iter Time:0.03783893585205078 || Total time:58.463181257247925 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 16 || Log posterior: -3756.588358796809 || Iter Time:0.014977216720581055 || Total time:58.478158473968506 Iteration: 1940 || Clusters count: 16 || Log posterior: -3736.1230763512945 || Iter Time:0.03761792182922363 || Total time:58.51577639579773 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 16 || Log posterior: -3747.0043654435144 || Iter Time:0.014353036880493164 || Total time:58.53012943267822 Iteration: 1942 || Clusters count: 16 || Log posterior: -3735.7983437230355 || Iter Time:0.039209842681884766 || Total time:58.56933927536011 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 16 || Log posterior: -3710.178198234053 || Iter Time:0.014410018920898438 || Total time:58.583749294281006 Iteration: 1944 || Clusters count: 16 || Log posterior: -3695.6450639092154 || Iter Time:0.040051937103271484 || Total time:58.62380123138428 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 16 || Log posterior: -3672.035232198854 || Iter Time:0.014354944229125977 || Total time:58.6381561756134 Iteration: 1946 || Clusters count: 16 || Log posterior: -3664.638781181177 || Iter Time:0.03998994827270508 || Total time:58.67814612388611 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 16 || Log posterior: -3707.7144660218887 || Iter Time:0.015006065368652344 || Total time:58.69315218925476 Iteration: 1948 || Clusters count: 16 || Log posterior: -3666.672946175403 || Iter Time:0.04059481620788574 || Total time:58.73374700546265 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 16 || Log posterior: -3766.968731609612 || Iter Time:0.01765298843383789 || Total time:58.751399993896484 Iteration: 1950 || Clusters count: 16 || Log posterior: -3742.8392891154463 || Iter Time:0.041313886642456055 || Total time:58.79271388053894 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 16 || Log posterior: -3764.7397578266846 || Iter Time:0.016104936599731445 || Total time:58.80881881713867 Iteration: 1952 || Clusters count: 16 || Log posterior: -3745.662254549293 || Iter Time:0.04000210762023926 || Total time:58.84882092475891 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 16 || Log posterior: -3735.6345746365396 || Iter Time:0.015645980834960938 || Total time:58.86446690559387 Iteration: 1954 || Clusters count: 16 || Log posterior: -3723.3139076685197 || Iter Time:0.03978991508483887 || Total time:58.90425682067871 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 16 || Log posterior: -3743.2239971037015 || Iter Time:0.015578031539916992 || Total time:58.91983485221863 Iteration: 1956 || Clusters count: 16 || Log posterior: -3733.9608938547667 || Iter Time:0.04322195053100586 || Total time:58.963056802749634 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 16 || Log posterior: -3727.503692028892 || Iter Time:0.016407012939453125 || Total time:58.97946381568909 Iteration: 1958 || Clusters count: 16 || Log posterior: -3709.659598588781 || Iter Time:0.041201114654541016 || Total time:59.02066493034363 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 16 || Log posterior: -3696.6242401997342 || Iter Time:0.016297101974487305 || Total time:59.036962032318115 Iteration: 1960 || Clusters count: 16 || Log posterior: -3678.7548588541085 || Iter Time:0.03940415382385254 || Total time:59.07636618614197 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 16 || Log posterior: -3739.9193729587555 || Iter Time:0.01566600799560547 || Total time:59.09203219413757 Iteration: 1962 || Clusters count: 16 || Log posterior: -3693.353833426217 || Iter Time:0.03962206840515137 || Total time:59.131654262542725 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 16 || Log posterior: -3721.35274142739 || Iter Time:0.016010046005249023 || Total time:59.147664308547974 Iteration: 1964 || Clusters count: 16 || Log posterior: -3699.0462788331106 || Iter Time:0.039801836013793945 || Total time:59.18746614456177 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 16 || Log posterior: -3713.1454502585802 || Iter Time:0.016028881072998047 || Total time:59.203495025634766 Iteration: 1966 || Clusters count: 16 || Log posterior: -3702.0898023414825 || Iter Time:0.03936600685119629 || Total time:59.24286103248596 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 16 || Log posterior: -3695.8872709152593 || Iter Time:0.015542030334472656 || Total time:59.258403062820435 Iteration: 1968 || Clusters count: 16 || Log posterior: -3678.5541180255154 || Iter Time:0.0393221378326416 || Total time:59.297725200653076 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 17 || Log posterior: -3713.714264635155 || Iter Time:0.01633596420288086 || Total time:59.31406116485596 Iteration: 1970 || Clusters count: 16 || Log posterior: -3692.7672368389854 || Iter Time:0.04388689994812012 || Total time:59.35794806480408 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 16 || Log posterior: -3691.026005576376 || Iter Time:0.017841100692749023 || Total time:59.375789165496826 Iteration: 1972 || Clusters count: 16 || Log posterior: -3676.6603065080562 || Iter Time:0.04656505584716797 || Total time:59.422354221343994 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 16 || Log posterior: -3685.935351487719 || Iter Time:0.017959117889404297 || Total time:59.4403133392334 Iteration: 1974 || Clusters count: 16 || Log posterior: -3679.402913492402 || Iter Time:0.04474186897277832 || Total time:59.48505520820618 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 16 || Log posterior: -3664.083091150903 || Iter Time:0.055071115493774414 || Total time:59.54012632369995 Iteration: 1976 || Clusters count: 16 || Log posterior: -3645.8011128062117 || Iter Time:0.039067983627319336 || Total time:59.57919430732727 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 16 || Log posterior: -3696.85689027732 || Iter Time:0.01582813262939453 || Total time:59.595022439956665 Iteration: 1978 || Clusters count: 16 || Log posterior: -3675.8702242042164 || Iter Time:0.03879714012145996 || Total time:59.633819580078125 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 16 || Log posterior: -3637.3227618197407 || Iter Time:0.016548871994018555 || Total time:59.650368452072144 Iteration: 1980 || Clusters count: 16 || Log posterior: -3634.4449371221262 || Iter Time:0.039314985275268555 || Total time:59.68968343734741 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 16 || Log posterior: -3671.459807062636 || Iter Time:0.015750885009765625 || Total time:59.70543432235718 Iteration: 1982 || Clusters count: 16 || Log posterior: -3647.381148053799 || Iter Time:0.03995084762573242 || Total time:59.74538516998291 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 16 || Log posterior: -3636.362690673594 || Iter Time:0.01631617546081543 || Total time:59.761701345443726 Iteration: 1984 || Clusters count: 16 || Log posterior: -3630.879860503448 || Iter Time:0.04159688949584961 || Total time:59.803298234939575 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 16 || Log posterior: -3682.8175784692485 || Iter Time:0.01312112808227539 || Total time:59.81641936302185 Iteration: 1986 || Clusters count: 16 || Log posterior: -3662.5159533454394 || Iter Time:0.03951001167297363 || Total time:59.855929374694824 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 16 || Log posterior: -3737.2031759909382 || Iter Time:0.01578688621520996 || Total time:59.871716260910034 Iteration: 1988 || Clusters count: 16 || Log posterior: -3707.383071981437 || Iter Time:0.0380251407623291 || Total time:59.90974140167236 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 16 || Log posterior: -3702.068060591169 || Iter Time:0.015563011169433594 || Total time:59.9253044128418 Iteration: 1990 || Clusters count: 16 || Log posterior: -3686.265097281365 || Iter Time:0.0412290096282959 || Total time:59.96653342247009 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 16 || Log posterior: -3712.4021354251204 || Iter Time:0.014342069625854492 || Total time:59.98087549209595 Iteration: 1992 || Clusters count: 16 || Log posterior: -3681.218865702395 || Iter Time:0.03858494758605957 || Total time:60.01946043968201 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 16 || Log posterior: -3686.7640201722693 || Iter Time:0.014540910720825195 || Total time:60.03400135040283 Iteration: 1994 || Clusters count: 16 || Log posterior: -3670.206031440293 || Iter Time:0.03954887390136719 || Total time:60.0735502243042 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 16 || Log posterior: -3725.508335713406 || Iter Time:0.014406204223632812 || Total time:60.08795642852783 Iteration: 1996 || Clusters count: 16 || Log posterior: -3707.7375939443564 || Iter Time:0.03893113136291504 || Total time:60.12688755989075 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 16 || Log posterior: -3711.4215945576166 || Iter Time:0.015513896942138672 || Total time:60.142401456832886 Iteration: 1998 || Clusters count: 16 || Log posterior: -3699.004169312513 || Iter Time:0.03909492492675781 || Total time:60.181496381759644 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 16 || Log posterior: -3722.3063865115373 || Iter Time:0.014551162719726562 || Total time:60.19604754447937 Iteration: 2000 || Clusters count: 16 || Log posterior: -3700.9230936836484 || Iter Time:0.03879904747009277 || Total time:60.23484659194946 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 16 || Log posterior: -3714.6630876854265 || Iter Time:0.014375925064086914 || Total time:60.24922251701355 Iteration: 2002 || Clusters count: 16 || Log posterior: -3690.38205561565 || Iter Time:0.04017186164855957 || Total time:60.28939437866211 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 16 || Log posterior: -3707.7542050222255 || Iter Time:0.01668715476989746 || Total time:60.30608153343201 Iteration: 2004 || Clusters count: 16 || Log posterior: -3677.9723335549384 || Iter Time:0.03893399238586426 || Total time:60.34501552581787 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 16 || Log posterior: -3689.2260469657185 || Iter Time:0.014937877655029297 || Total time:60.3599534034729 Iteration: 2006 || Clusters count: 16 || Log posterior: -3668.97169203405 || Iter Time:0.038826942443847656 || Total time:60.39878034591675 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 16 || Log posterior: -3700.149678916562 || Iter Time:0.015137195587158203 || Total time:60.413917541503906 Iteration: 2008 || Clusters count: 16 || Log posterior: -3678.9590592470586 || Iter Time:0.042658090591430664 || Total time:60.45657563209534 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 16 || Log posterior: -3734.6579444045033 || Iter Time:0.04608607292175293 || Total time:60.50266170501709 Iteration: 2010 || Clusters count: 16 || Log posterior: -3720.304122412286 || Iter Time:0.03827381134033203 || Total time:60.54093551635742 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 16 || Log posterior: -3718.134462462775 || Iter Time:0.014087915420532227 || Total time:60.555023431777954 Iteration: 2012 || Clusters count: 16 || Log posterior: -3693.999111496519 || Iter Time:0.039855003356933594 || Total time:60.59487843513489 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 16 || Log posterior: -3689.390374501578 || Iter Time:0.016234874725341797 || Total time:60.61111330986023 Iteration: 2014 || Clusters count: 16 || Log posterior: -3679.9104897888456 || Iter Time:0.04317283630371094 || Total time:60.65428614616394 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 16 || Log posterior: -3730.5362892839034 || Iter Time:0.01719808578491211 || Total time:60.67148423194885 Iteration: 2016 || Clusters count: 16 || Log posterior: -3701.133009516973 || Iter Time:0.04001903533935547 || Total time:60.71150326728821 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 17 || Log posterior: -3743.569294754 || Iter Time:0.016574859619140625 || Total time:60.72807812690735 Iteration: 2018 || Clusters count: 16 || Log posterior: -3727.1947770306106 || Iter Time:0.04154086112976074 || Total time:60.76961898803711 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 16 || Log posterior: -3754.335235235253 || Iter Time:0.015461921691894531 || Total time:60.785080909729004 Iteration: 2020 || Clusters count: 16 || Log posterior: -3725.71054992313 || Iter Time:0.04093194007873535 || Total time:60.82601284980774 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 16 || Log posterior: -3715.84208601259 || Iter Time:0.015730857849121094 || Total time:60.84174370765686 Iteration: 2022 || Clusters count: 16 || Log posterior: -3707.1502900568744 || Iter Time:0.03925204277038574 || Total time:60.880995750427246 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 16 || Log posterior: -3728.2606570857524 || Iter Time:0.016119956970214844 || Total time:60.89711570739746 Iteration: 2024 || Clusters count: 16 || Log posterior: -3691.7180337030004 || Iter Time:0.04074406623840332 || Total time:60.937859773635864 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 16 || Log posterior: -3723.129057977963 || Iter Time:0.015959978103637695 || Total time:60.9538197517395 Iteration: 2026 || Clusters count: 16 || Log posterior: -3701.9510043235205 || Iter Time:0.039717912673950195 || Total time:60.99353766441345 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 16 || Log posterior: -3723.289684158134 || Iter Time:0.016026020050048828 || Total time:61.0095636844635 Iteration: 2028 || Clusters count: 16 || Log posterior: -3711.3147422278635 || Iter Time:0.03938889503479004 || Total time:61.04895257949829 Avg NMI: 0.954285161999981 Full NMI: 0.9343954106183848 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m57.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 215.97s PkgEval succeeded after 353.97s