Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1621 (4d04bb6b3b*) started at 2026-01-28T02:11:26.119 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 10.96s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [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 v0.4.26 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.48s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5112.1 ms ✓ StatsBase 2653.6 ms ✓ HypergeometricFunctions 5280.0 ms ✓ Clustering 11389.7 ms ✓ KernelFunctions 3368.4 ms ✓ StatsFuns 3738.3 ms ✓ StatsFuns → StatsFunsChainRulesCoreExt 11907.5 ms ✓ Distributions 4804.4 ms ✓ Distributions → DistributionsChainRulesCoreExt 4829.5 ms ✓ Distributions → DistributionsTestExt 11654.3 ms ✓ DPMMSubClustersStreaming 10 dependencies successfully precompiled in 68 seconds. 94 already precompiled. Precompilation completed after 87.07s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_YOrXJx/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_YOrXJx/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [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 v0.4.26 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.887115 seconds (943.06 k allocations: 59.204 MiB, 99.85% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:19.23426604270935 || Total time:19.23426604270935 Iteration: 1 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.0053980350494384766 || Total time:19.23966407775879 Iteration: 2 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005239009857177734 || Total time:19.244903087615967 Iteration: 3 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005424022674560547 || Total time:19.250327110290527 Iteration: 4 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.0049839019775390625 || Total time:19.255311012268066 Iteration: 5 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.01646113395690918 || Total time:19.271772146224976 Iteration: 6 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.00483393669128418 || Total time:19.27660608291626 Iteration: 7 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.004992008209228516 || Total time:19.28159809112549 Iteration: 8 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005594968795776367 || Total time:19.287193059921265 Iteration: 9 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005590915679931641 || Total time:19.292783975601196 Iteration: 10 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005592823028564453 || Total time:19.29837679862976 Iteration: 11 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.005651950836181641 || Total time:19.304028749465942 Iteration: 12 || Clusters count: 1 || Log posterior: -233313.56923629093 || Iter Time:0.00562596321105957 || Total time:19.309654712677002 Iteration: 13 || Clusters count: 2 || Log posterior: -233105.4877111085 || Iter Time:3.9220728874206543 || Total time:23.231727600097656 Iteration: 14 || Clusters count: 2 || Log posterior: -233106.93830834283 || Iter Time:0.005619049072265625 || Total time:23.237346649169922 Iteration: 15 || Clusters count: 2 || Log posterior: -233068.53151428132 || Iter Time:0.00554203987121582 || Total time:23.242888689041138 Iteration: 16 || Clusters count: 2 || Log posterior: -233067.3536570214 || Iter Time:0.0054280757904052734 || Total time:23.248316764831543 Iteration: 17 || Clusters count: 2 || Log posterior: -233074.68722863193 || Iter Time:0.0054738521575927734 || Total time:23.253790616989136 Iteration: 18 || Clusters count: 2 || Log posterior: -233065.60214552833 || Iter Time:0.005491971969604492 || Total time:23.25928258895874 Iteration: 19 || Clusters count: 2 || Log posterior: -233054.1192371241 || Iter Time:0.0057370662689208984 || Total time:23.26501965522766 Iteration: 20 || Clusters count: 2 || Log posterior: -232968.52295450025 || Iter Time:1.5976231098175049 || Total time:24.862642765045166 Loading and distributing data: 0.000777 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233152.5740403803 || Iter Time:0.03324699401855469 || Total time:24.89588975906372 Iteration: 22 || Clusters count: 2 || Log posterior: -233135.25287171197 || Iter Time:0.005307912826538086 || Total time:24.90119767189026 Iteration: 23 || Clusters count: 2 || Log posterior: -233119.47955965626 || Iter Time:0.005212068557739258 || Total time:24.906409740447998 Iteration: 24 || Clusters count: 2 || Log posterior: -233102.8449891077 || Iter Time:0.005295991897583008 || Total time:24.91170573234558 Iteration: 25 || Clusters count: 2 || Log posterior: -233090.95060799478 || Iter Time:0.005482912063598633 || Total time:24.91718864440918 Iteration: 26 || Clusters count: 2 || Log posterior: -233097.63122718025 || Iter Time:0.0052869319915771484 || Total time:24.922475576400757 Iteration: 27 || Clusters count: 2 || Log posterior: -233050.70843039153 || Iter Time:0.005180835723876953 || Total time:24.927656412124634 Iteration: 28 || Clusters count: 3 || Log posterior: -232888.73585433429 || Iter Time:0.0068399906158447266 || Total time:24.93449640274048 Iteration: 29 || Clusters count: 3 || Log posterior: -232787.91028827947 || Iter Time:0.005547046661376953 || Total time:24.940043449401855 Iteration: 30 || Clusters count: 4 || Log posterior: -232529.3432277748 || Iter Time:0.007290840148925781 || Total time:24.94733428955078 Iteration: 31 || Clusters count: 4 || Log posterior: -232427.815436606 || Iter Time:0.006124973297119141 || Total time:24.9534592628479 Iteration: 32 || Clusters count: 4 || Log posterior: -232415.96964242897 || Iter Time:0.005772829055786133 || Total time:24.959232091903687 Iteration: 33 || Clusters count: 4 || Log posterior: -232402.24149497563 || Iter Time:0.005636930465698242 || Total time:24.964869022369385 Iteration: 34 || Clusters count: 4 || Log posterior: -232413.96632780295 || Iter Time:0.005825042724609375 || Total time:24.970694065093994 Iteration: 35 || Clusters count: 4 || Log posterior: -232371.72986102162 || Iter Time:0.005939960479736328 || Total time:24.97663402557373 Iteration: 36 || Clusters count: 4 || Log posterior: -232381.56560242575 || Iter Time:0.006006956100463867 || Total time:24.982640981674194 Iteration: 37 || Clusters count: 4 || Log posterior: -232381.06754221552 || Iter Time:0.0062639713287353516 || Total time:24.98890495300293 Iteration: 38 || Clusters count: 4 || Log posterior: -232385.84647375336 || Iter Time:0.0069010257720947266 || Total time:24.995805978775024 Iteration: 39 || Clusters count: 4 || Log posterior: -232362.80056008202 || Iter Time:0.007308006286621094 || Total time:25.003113985061646 Iteration: 40 || Clusters count: 4 || Log posterior: -232416.86802409514 || Iter Time:0.007139921188354492 || Total time:25.01025390625 Iteration: 41 || Clusters count: 4 || Log posterior: -232279.53809391664 || Iter Time:0.006916046142578125 || Total time:25.017169952392578 Loading and distributing data: 0.000630 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262535.21044202877 || Iter Time:0.007030963897705078 || Total time:25.024200916290283 Iteration: 43 || Clusters count: 5 || Log posterior: -262100.02969336568 || Iter Time:0.009669065475463867 || Total time:25.033869981765747 Iteration: 44 || Clusters count: 5 || Log posterior: -261970.6588023908 || Iter Time:0.007565021514892578 || Total time:25.04143500328064 Iteration: 45 || Clusters count: 6 || Log posterior: -261504.69512046778 || Iter Time:0.009062051773071289 || Total time:25.05049705505371 Iteration: 46 || Clusters count: 6 || Log posterior: -261449.40749530145 || Iter Time:0.008392095565795898 || Total time:25.058889150619507 Iteration: 47 || Clusters count: 6 || Log posterior: -261406.31216197644 || Iter Time:0.008338212966918945 || Total time:25.067227363586426 Iteration: 48 || Clusters count: 6 || Log posterior: -261408.6386116153 || Iter Time:0.008479833602905273 || Total time:25.07570719718933 Iteration: 49 || Clusters count: 6 || Log posterior: -261385.6746980983 || Iter Time:0.00855112075805664 || Total time:25.084258317947388 Iteration: 50 || Clusters count: 6 || Log posterior: -261403.06182120583 || Iter Time:0.008262157440185547 || Total time:25.092520475387573 Iteration: 51 || Clusters count: 6 || Log posterior: -261398.04539563923 || Iter Time:0.008190155029296875 || Total time:25.10071063041687 Iteration: 52 || Clusters count: 6 || Log posterior: -261391.98129998933 || Iter Time:0.007977008819580078 || Total time:25.10868763923645 Iteration: 53 || Clusters count: 7 || Log posterior: -261184.2064110658 || Iter Time:0.0102691650390625 || Total time:25.118956804275513 Iteration: 54 || Clusters count: 7 || Log posterior: -261118.2851333917 || Iter Time:0.008682012557983398 || Total time:25.127638816833496 Iteration: 55 || Clusters count: 7 || Log posterior: -261097.36444306208 || Iter Time:0.00894308090209961 || Total time:25.136581897735596 Iteration: 56 || Clusters count: 8 || Log posterior: -260648.8807418958 || Iter Time:0.04344010353088379 || Total time:25.18002200126648 Iteration: 57 || Clusters count: 8 || Log posterior: -260514.12589870353 || Iter Time:0.007654905319213867 || Total time:25.187676906585693 Iteration: 58 || Clusters count: 8 || Log posterior: -260517.13739989122 || Iter Time:0.007754087448120117 || Total time:25.195430994033813 Iteration: 59 || Clusters count: 8 || Log posterior: -260514.42172476818 || Iter Time:0.7449870109558105 || Total time:25.940418004989624 Iteration: 60 || Clusters count: 8 || Log posterior: -260532.95764317238 || Iter Time:0.008069992065429688 || Total time:25.948487997055054 Iteration: 61 || Clusters count: 8 || Log posterior: -260498.36016215148 || Iter Time:0.007869958877563477 || Total time:25.956357955932617 Iteration: 62 || Clusters count: 8 || Log posterior: -260442.2961713442 || Iter Time:0.0076677799224853516 || Total time:25.964025735855103 Loading and distributing data: 0.000639 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 12 || Log posterior: -258826.69939865964 || Iter Time:0.01096200942993164 || Total time:25.974987745285034 Iteration: 64 || Clusters count: 12 || Log posterior: -258556.2278780023 || Iter Time:0.02078700065612793 || Total time:25.995774745941162 Iteration: 65 || Clusters count: 12 || Log posterior: -258544.26142877663 || Iter Time:0.009243965148925781 || Total time:26.005018711090088 Iteration: 66 || Clusters count: 12 || Log posterior: -258548.24953291542 || Iter Time:0.008857011795043945 || Total time:26.013875722885132 Iteration: 67 || Clusters count: 12 || Log posterior: -258537.49191421247 || Iter Time:0.008764982223510742 || Total time:26.022640705108643 Iteration: 68 || Clusters count: 14 || Log posterior: -257919.68465613807 || Iter Time:0.010930061340332031 || Total time:26.033570766448975 Iteration: 69 || Clusters count: 14 || Log posterior: -257844.94420183645 || Iter Time:0.009737968444824219 || Total time:26.0433087348938 Iteration: 70 || Clusters count: 14 || Log posterior: -257829.39200074118 || Iter Time:0.009613037109375 || Total time:26.052921772003174 Iteration: 71 || Clusters count: 15 || Log posterior: -257532.9388141776 || Iter Time:0.010890960693359375 || Total time:26.063812732696533 Iteration: 72 || Clusters count: 15 || Log posterior: -257477.69559826623 || Iter Time:0.010063886642456055 || Total time:26.07387661933899 Iteration: 73 || Clusters count: 15 || Log posterior: -257484.411462364 || Iter Time:0.009628057479858398 || Total time:26.083504676818848 Iteration: 74 || Clusters count: 15 || Log posterior: -257479.5052044248 || Iter Time:0.03305792808532715 || Total time:26.116562604904175 Iteration: 75 || Clusters count: 15 || Log posterior: -257487.30777533122 || Iter Time:0.009868860244750977 || Total time:26.126431465148926 Iteration: 76 || Clusters count: 15 || Log posterior: -257486.23650871334 || Iter Time:0.009982109069824219 || Total time:26.13641357421875 Iteration: 77 || Clusters count: 15 || Log posterior: -257479.81050403463 || Iter Time:0.010465860366821289 || Total time:26.14687943458557 Iteration: 78 || Clusters count: 15 || Log posterior: -257481.90393969964 || Iter Time:0.011461973190307617 || Total time:26.15834140777588 Iteration: 79 || Clusters count: 15 || Log posterior: -257465.25643239825 || Iter Time:0.012149810791015625 || Total time:26.170491218566895 Iteration: 80 || Clusters count: 15 || Log posterior: -257473.01784021765 || Iter Time:0.013008832931518555 || Total time:26.183500051498413 Iteration: 81 || Clusters count: 15 || Log posterior: -257467.88248113228 || Iter Time:0.013119935989379883 || Total time:26.196619987487793 Iteration: 82 || Clusters count: 15 || Log posterior: -257483.3978148913 || Iter 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|| Log posterior: -257156.9093925893 || Iter Time:0.015806913375854492 || Total time:26.452800989151 Iteration: 97 || Clusters count: 17 || Log posterior: -257154.22178889008 || Iter Time:0.01553487777709961 || Total time:26.4683358669281 Iteration: 98 || Clusters count: 17 || Log posterior: -257157.38915038458 || Iter Time:0.015591144561767578 || Total time:26.483927011489868 Iteration: 99 || Clusters count: 17 || Log posterior: -257151.02564354683 || Iter Time:0.022950172424316406 || Total time:26.506877183914185 Iteration: 100 || Clusters count: 17 || Log posterior: -257153.14561315317 || Iter Time:0.019080162048339844 || Total time:26.525957345962524 Iteration: 101 || Clusters count: 17 || Log posterior: -257149.0136114662 || Iter Time:0.019783973693847656 || Total time:26.545741319656372 Iteration: 102 || Clusters count: 17 || Log posterior: -257161.6838881211 || Iter Time:0.020428895950317383 || Total time:26.56617021560669 Iteration: 103 || Clusters count: 18 || Log posterior: -256649.48382662353 || Iter Time:0.021837949752807617 || Total time:26.588008165359497 Iteration: 104 || Clusters count: 18 || Log posterior: -256631.04174574962 || Iter Time:0.023253917694091797 || Total time:26.61126208305359 Loading and distributing data: 0.000550 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -256315.3004008586 || Iter Time:0.019290924072265625 || Total time:26.630553007125854 Iteration: 106 || Clusters count: 19 || Log posterior: -256219.2314326887 || Iter Time:0.018983125686645508 || Total time:26.6495361328125 Iteration: 107 || Clusters count: 19 || Log posterior: -256214.88707247705 || Iter Time:0.018851041793823242 || Total time:26.668387174606323 Iteration: 108 || Clusters count: 19 || Log posterior: -256208.7318763657 || Iter Time:0.02479410171508789 || Total time:26.69318127632141 Iteration: 109 || Clusters count: 19 || Log posterior: -256215.27050641348 || Iter Time:0.01953887939453125 || Total 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-255607.39874815376 || Iter Time:0.027763843536376953 || Total time:27.522927284240723 Iteration: 145 || Clusters count: 20 || Log posterior: -255606.29716914232 || Iter Time:0.024155855178833008 || Total time:27.547083139419556 Iteration: 146 || Clusters count: 20 || Log posterior: -255606.29716914232 || Iter Time:0.023822784423828125 || Total time:27.570905923843384 Loading and distributing data: 0.000598 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255512.3453031889 || Iter Time:0.029368877410888672 || Total time:27.600274801254272 Iteration: 148 || Clusters count: 20 || Log posterior: -255501.10112520203 || Iter Time:0.023439884185791016 || Total time:27.623714685440063 Iteration: 149 || Clusters count: 20 || Log posterior: -255510.62538798043 || Iter Time:0.024316787719726562 || Total time:27.64803147315979 Iteration: 150 || Clusters count: 20 || Log posterior: -255506.71121651592 || Iter Time:0.02861189842224121 || Total 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posterior: -255841.2318964283 || Iter Time:0.021983861923217773 || Total time:28.205735683441162 Iteration: 172 || Clusters count: 20 || Log posterior: -255845.20898120894 || Iter Time:0.02222895622253418 || Total time:28.227964639663696 Iteration: 173 || Clusters count: 20 || Log posterior: -255813.84936780608 || Iter Time:0.021320104598999023 || Total time:28.249284744262695 Iteration: 174 || Clusters count: 20 || Log posterior: -255811.99385115088 || Iter Time:0.024873971939086914 || Total time:28.274158716201782 Iteration: 175 || Clusters count: 20 || Log posterior: -255808.95907597896 || Iter Time:0.020693063735961914 || Total time:28.294851779937744 Iteration: 176 || Clusters count: 20 || Log posterior: -255819.58310781154 || Iter Time:0.021101951599121094 || Total time:28.315953731536865 Iteration: 177 || Clusters count: 20 || Log posterior: -255814.3936137114 || Iter Time:0.02046513557434082 || Total time:28.336418867111206 Iteration: 178 || Clusters count: 20 || Log posterior: 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-255818.38998513232 || Iter Time:0.027619123458862305 || Total time:28.523009538650513 Iteration: 186 || Clusters count: 20 || Log posterior: -255818.62486400903 || Iter Time:0.0246579647064209 || Total time:28.547667503356934 Iteration: 187 || Clusters count: 20 || Log posterior: -255815.66624834193 || Iter Time:0.023126840591430664 || Total time:28.570794343948364 Iteration: 188 || Clusters count: 20 || Log posterior: -255808.28844581824 || Iter Time:0.02313399314880371 || Total time:28.593928337097168 Loading and distributing data: 0.004698 seconds (141 allocations: 396.023 KiB, 83.72% gc time) Iteration: 189 || Clusters count: 20 || Log posterior: -255669.68661855545 || Iter Time:0.02378392219543457 || Total time:28.617712259292603 Iteration: 190 || Clusters count: 20 || Log posterior: -255634.75746404295 || Iter Time:0.024073123931884766 || Total time:28.641785383224487 Iteration: 191 || Clusters count: 20 || Log posterior: -255621.33845655597 || Iter Time:0.022223949432373047 || Total time:28.66400933265686 Iteration: 192 || Clusters count: 20 || Log posterior: -255621.1732403367 || Iter Time:0.027069091796875 || Total time:28.691078424453735 Iteration: 193 || Clusters count: 20 || Log posterior: -255624.51979845972 || Iter Time:0.022667884826660156 || Total time:28.713746309280396 Iteration: 194 || Clusters count: 20 || Log posterior: -255624.26907023767 || Iter Time:0.022061824798583984 || Total time:28.73580813407898 Iteration: 195 || Clusters count: 20 || Log posterior: -255623.82113566427 || Iter Time:0.02696084976196289 || Total time:28.762768983840942 Iteration: 196 || Clusters count: 20 || Log posterior: -255619.08859034436 || Iter Time:0.024304866790771484 || Total time:28.787073850631714 Iteration: 197 || Clusters count: 20 || Log posterior: -255626.26531082956 || Iter Time:0.022647857666015625 || Total time:28.80972170829773 Iteration: 198 || Clusters count: 20 || Log posterior: -255630.17773413227 || Iter Time:0.02253890037536621 || Total time:28.832260608673096 Iteration: 199 || Clusters count: 20 || Log posterior: -255631.08882296263 || Iter Time:0.026448965072631836 || Total time:28.858709573745728 Iteration: 200 || Clusters count: 20 || Log posterior: -255633.53013479876 || Iter Time:0.02221989631652832 || Total time:28.880929470062256 Iteration: 201 || Clusters count: 20 || Log posterior: -255625.5027189253 || Iter Time:0.023103952407836914 || Total time:28.904033422470093 Iteration: 202 || Clusters count: 20 || Log posterior: -255629.77790623752 || Iter Time:0.028898954391479492 || Total time:28.932932376861572 Iteration: 203 || Clusters count: 20 || Log posterior: -255626.4114727702 || Iter Time:0.023129940032958984 || Total time:28.95606231689453 Iteration: 204 || Clusters count: 20 || Log posterior: -255619.5944413471 || Iter Time:0.024672985076904297 || Total time:28.980735301971436 Iteration: 205 || Clusters count: 20 || Log posterior: -255621.008042429 || Iter Time:0.02415180206298828 || Total time:29.004887104034424 Iteration: 206 || Clusters count: 20 || Log posterior: -255620.6001074078 || Iter Time:0.028898954391479492 || Total time:29.033786058425903 Iteration: 207 || Clusters count: 20 || Log posterior: -255623.8194236673 || Iter Time:0.02498006820678711 || Total time:29.05876612663269 Iteration: 208 || Clusters count: 20 || Log posterior: -255628.96556184164 || Iter Time:0.0245969295501709 || Total time:29.08336305618286 Iteration: 209 || Clusters count: 20 || Log posterior: -255619.26814265 || Iter Time:0.02919602394104004 || Total time:29.1125590801239 NMI: 0.8123858167769409 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.5s [40222, 30460, 59702, 28465, 39473, 10385, 4472, 126648, 9082, 45521, 247818, 83056, 7257, 57026, 17838, 14791, 96852, 45570, 29038, 6324] Loading and distributing data: 0.000329 seconds (141 allocations: 13.242 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:4.8225178718566895 || Total time:4.8225178718566895 Iteration: 1 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0025360584259033203 || Total time:4.825053930282593 Iteration: 2 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0018930435180664062 || Total time:4.826946973800659 Iteration: 3 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0015339851379394531 || Total time:4.828480958938599 Iteration: 4 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0015769004821777344 || Total time:4.830057859420776 Iteration: 5 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0015840530395507812 || Total time:4.831641912460327 Iteration: 6 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0015881061553955078 || Total time:4.833230018615723 Iteration: 7 || Clusters count: 1 || Log posterior: -6638.892992602379 || Iter Time:0.0014870166778564453 || Total time:4.834717035293579 Iteration: 8 || Clusters count: 2 || Log posterior: -6393.847523427596 || Iter Time:0.1711721420288086 || Total time:5.005889177322388 Iteration: 9 || Clusters count: 2 || Log posterior: -6366.165208501904 || Iter Time:0.0021779537200927734 || Total time:5.0080671310424805 Iteration: 10 || Clusters count: 2 || Log posterior: -6349.077421909915 || Iter Time:0.001870870590209961 || Total time:5.00993800163269 Iteration: 11 || Clusters count: 2 || Log posterior: -6392.434359220482 || Iter Time:0.0018198490142822266 || Total time:5.011757850646973 Iteration: 12 || Clusters count: 2 || Log posterior: -6427.144379813609 || Iter Time:0.002112150192260742 || Total time:5.013870000839233 Iteration: 13 || Clusters count: 2 || Log posterior: -6374.940831250943 || Iter Time:0.0019519329071044922 || Total time:5.015821933746338 Iteration: 14 || Clusters count: 2 || Log posterior: -6373.566720807591 || Iter Time:0.002115964889526367 || Total time:5.017937898635864 Iteration: 15 || Clusters count: 2 || Log posterior: -6338.164948069608 || Iter Time:0.0020258426666259766 || Total time:5.01996374130249 Iteration: 16 || Clusters count: 2 || Log posterior: -6365.013551476997 || Iter Time:0.002003908157348633 || Total time:5.021967649459839 Iteration: 17 || Clusters count: 2 || Log posterior: -6330.170550879654 || Iter Time:0.0022199153900146484 || Total time:5.0241875648498535 Iteration: 18 || Clusters count: 3 || Log posterior: -6334.7116342756135 || Iter Time:0.0039598941802978516 || Total time:5.028147459030151 Iteration: 19 || Clusters count: 3 || Log posterior: -6331.388067723399 || Iter Time:0.002936124801635742 || Total time:5.031083583831787 Iteration: 20 || Clusters count: 4 || Log posterior: -6211.829490592998 || Iter Time:0.005151033401489258 || Total time:5.036234617233276 Iteration: 21 || Clusters count: 4 || Log posterior: -6081.261476096976 || Iter Time:0.003180980682373047 || Total time:5.039415597915649 Iteration: 22 || Clusters count: 4 || Log posterior: -6010.178104467318 || Iter Time:0.003019094467163086 || Total time:5.0424346923828125 Iteration: 23 || Clusters count: 4 || Log posterior: -6007.907654327232 || Iter Time:0.002618074417114258 || Total time:5.045052766799927 Iteration: 24 || Clusters count: 4 || Log posterior: -5986.369735595387 || Iter Time:0.002663135528564453 || Total time:5.047715902328491 Iteration: 25 || Clusters count: 4 || Log posterior: -5970.154966813369 || Iter Time:0.0029048919677734375 || Total time:5.050620794296265 Iteration: 26 || Clusters count: 4 || Log posterior: -5933.823614110943 || Iter Time:0.002801179885864258 || Total time:5.053421974182129 Iteration: 27 || Clusters count: 4 || Log posterior: -5945.324095153052 || Iter Time:0.0027201175689697266 || Total time:5.056142091751099 Iteration: 28 || Clusters count: 5 || Log posterior: -5912.381367443951 || Iter Time:0.004289865493774414 || Total time:5.060431957244873 Iteration: 29 || Clusters count: 6 || Log posterior: -5875.173848554078 || Iter Time:0.004804134368896484 || Total time:5.0652360916137695 Iteration: 30 || Clusters count: 6 || Log posterior: -5713.944071193824 || Iter Time:1.3476181030273438 || Total time:6.412854194641113 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000334 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5439.74193897382 || Iter Time:0.032401084899902344 || Total time:6.445255279541016 Iteration: 32 || Clusters count: 7 || Log posterior: -5379.1836310138 || Iter Time:0.01625990867614746 || Total time:6.461515188217163 Loading and distributing data: 0.000187 seconds (141 allocations: 13.242 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4406.742559094931 || Iter Time:0.004026174545288086 || Total time:6.465541362762451 Iteration: 34 || Clusters count: 7 || Log posterior: -4379.631628806132 || Iter Time:0.015493154525756836 || Total time:6.481034517288208 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4081.4125009645577 || Iter Time:0.004076957702636719 || Total time:6.485111474990845 Iteration: 36 || Clusters count: 7 || Log posterior: -4053.6870423620917 || Iter Time:0.015724897384643555 || Total time:6.500836372375488 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -3982.2763603370922 || Iter Time:0.04781389236450195 || Total time:6.54865026473999 Iteration: 38 || Clusters count: 7 || Log posterior: -3971.7000149610503 || Iter Time:0.0158231258392334 || Total time:6.564473390579224 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -3952.2166372464853 || Iter Time:0.004366159439086914 || Total time:6.5688395500183105 Iteration: 40 || Clusters count: 7 || Log posterior: -3943.9232302551427 || Iter Time:0.016796112060546875 || Total time:6.585635662078857 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -3975.235315216297 || Iter Time:0.004476070404052734 || Total time:6.59011173248291 Iteration: 42 || Clusters count: 7 || Log posterior: -3975.235315216297 || Iter Time:0.01623702049255371 || Total time:6.606348752975464 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -3878.4023221710486 || Iter Time:0.10448598861694336 || Total time:6.710834741592407 Iteration: 44 || Clusters count: 8 || Log posterior: -3872.5681408520268 || Iter Time:0.018867969512939453 || Total time:6.729702711105347 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 45 || Clusters count: 9 || Log posterior: -3815.0055623411154 || Iter Time:0.006505012512207031 || Total time:6.736207723617554 Iteration: 46 || Clusters count: 9 || Log posterior: -3811.058994348302 || Iter Time:0.021723031997680664 || Total time:6.757930755615234 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 47 || Clusters count: 9 || Log posterior: -3814.944155798774 || Iter Time:0.00589299201965332 || Total time:6.763823747634888 Iteration: 48 || Clusters count: 9 || Log posterior: -3794.598727825884 || 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|| Clusters count: 13 || Log posterior: -3636.604083714043 || Iter Time:0.012877941131591797 || Total time:9.874875545501709 Iteration: 194 || Clusters count: 13 || Log posterior: -3611.212600106708 || Iter Time:0.035359859466552734 || Total time:9.910235404968262 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 195 || Clusters count: 13 || Log posterior: -3686.2300591655858 || Iter Time:0.012700080871582031 || Total time:9.922935485839844 Iteration: 196 || Clusters count: 13 || Log posterior: -3660.281231960775 || Iter Time:0.03319501876831055 || Total time:9.956130504608154 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 197 || Clusters count: 13 || Log posterior: -3703.5327055450925 || Iter Time:0.01390695571899414 || Total time:9.970037460327148 Iteration: 198 || Clusters count: 13 || Log posterior: -3682.354098251226 || Iter Time:0.03594398498535156 || Total time:10.0059814453125 Loading and 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Iteration: 337 || Clusters count: 13 || Log posterior: -3644.1794886731086 || Iter Time:0.012484073638916016 || Total time:13.321630954742432 Iteration: 338 || Clusters count: 13 || Log posterior: -3590.165045998363 || Iter Time:0.03165602684020996 || Total time:13.353286981582642 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 339 || Clusters count: 13 || Log posterior: -3625.3784755203524 || Iter Time:0.011946916580200195 || Total time:13.365233898162842 Iteration: 340 || Clusters count: 13 || Log posterior: -3611.1392770745783 || Iter Time:0.03311014175415039 || Total time:13.398344039916992 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 341 || Clusters count: 13 || Log posterior: -3670.2652854784214 || Iter Time:0.011927127838134766 || Total time:13.410271167755127 Iteration: 342 || Clusters count: 13 || Log posterior: -3652.909574688271 || Iter Time:0.0333101749420166 || Total 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Iteration: 359 || Clusters count: 13 || Log posterior: -3680.686001638097 || Iter Time:0.012217044830322266 || Total time:13.829210996627808 Iteration: 360 || Clusters count: 13 || Log posterior: -3652.1072522044196 || Iter Time:0.03301501274108887 || Total time:13.862226009368896 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 361 || Clusters count: 13 || Log posterior: -3687.469864559243 || Iter Time:0.012060880661010742 || Total time:13.874286890029907 Iteration: 362 || Clusters count: 13 || Log posterior: -3665.8670830231576 || Iter Time:0.031822919845581055 || Total time:13.906109809875488 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 363 || Clusters count: 13 || Log posterior: -3739.0017662054943 || Iter Time:0.011872053146362305 || Total time:13.91798186302185 Iteration: 364 || Clusters count: 13 || Log posterior: -3706.108179728339 || Iter Time:0.03065013885498047 || Total 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Iteration: 525 || Clusters count: 13 || Log posterior: -3637.905095024437 || Iter Time:0.012301921844482422 || Total time:17.831973791122437 Iteration: 526 || Clusters count: 13 || Log posterior: -3615.9917500479028 || Iter Time:0.03629708290100098 || Total time:17.868270874023438 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 527 || Clusters count: 13 || Log posterior: -3645.6007227128853 || Iter Time:0.013464927673339844 || Total time:17.881735801696777 Iteration: 528 || Clusters count: 13 || Log posterior: -3610.2542338044314 || Iter Time:0.0326080322265625 || Total time:17.91434383392334 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 529 || Clusters count: 13 || Log posterior: -3644.984484003599 || Iter Time:0.011606931686401367 || Total time:17.92595076560974 Iteration: 530 || Clusters count: 13 || Log posterior: -3609.650050920454 || Iter Time:0.030607938766479492 || Total time:17.95655870437622 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Iteration: 669 || Clusters count: 13 || Log posterior: -3619.8956187592144 || Iter Time:0.011939048767089844 || Total time:21.230323791503906 Iteration: 670 || Clusters count: 13 || Log posterior: -3595.329032317794 || Iter Time:0.03249001502990723 || Total time:21.262813806533813 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 671 || Clusters count: 13 || Log posterior: -3642.2984194950504 || Iter Time:0.01196908950805664 || Total time:21.27478289604187 Iteration: 672 || Clusters count: 13 || Log posterior: -3608.023999919249 || Iter Time:0.03805804252624512 || Total time:21.312840938568115 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 673 || Clusters count: 13 || Log posterior: -3698.975580242451 || Iter Time:0.013675928115844727 || Total time:21.32651686668396 Iteration: 674 || Clusters count: 13 || Log posterior: -3644.5238465179964 || Iter Time:0.039582014083862305 || Total time:21.366098880767822 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Iteration: 741 || Clusters count: 13 || Log posterior: -3701.1524933152637 || Iter Time:0.012261152267456055 || Total time:22.99618434906006 Iteration: 742 || Clusters count: 13 || Log posterior: -3674.761579111971 || Iter Time:0.03308892250061035 || Total time:23.02927327156067 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 743 || Clusters count: 13 || Log posterior: -3707.400449201968 || Iter Time:0.010928869247436523 || Total time:23.040202140808105 Iteration: 744 || Clusters count: 13 || Log posterior: -3682.908026701502 || Iter Time:0.03529191017150879 || Total time:23.075494050979614 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 745 || Clusters count: 13 || Log posterior: -3670.548641436198 || Iter Time:0.012723922729492188 || Total time:23.088217973709106 Iteration: 746 || Clusters count: 13 || Log posterior: -3643.411430086588 || Iter Time:0.03476691246032715 || Total time:23.122984886169434 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Iteration: 813 || Clusters count: 14 || Log posterior: -3660.850986831262 || Iter Time:0.013108015060424805 || Total time:24.67057466506958 Iteration: 814 || Clusters count: 14 || Log posterior: -3637.8114730118064 || Iter Time:0.03436279296875 || Total time:24.70493745803833 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 815 || Clusters count: 13 || Log posterior: -3685.114787142682 || Iter Time:0.012357950210571289 || Total time:24.7172954082489 Iteration: 816 || Clusters count: 13 || Log posterior: -3658.859856944657 || Iter Time:0.03450894355773926 || Total time:24.75180435180664 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 817 || Clusters count: 13 || Log posterior: -3705.0937931031517 || Iter Time:0.010864973068237305 || Total time:24.762669324874878 Iteration: 818 || Clusters count: 13 || Log posterior: -3661.361033821442 || Iter Time:0.0297849178314209 || Total time:24.7924542427063 Loading 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Iteration: 957 || Clusters count: 15 || Log posterior: -3680.6840188514257 || Iter Time:0.014696836471557617 || Total time:28.307190418243408 Iteration: 958 || Clusters count: 15 || Log posterior: -3656.1604527496097 || Iter Time:0.06344985961914062 || Total time:28.37064027786255 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 959 || Clusters count: 15 || Log posterior: -3668.9952035720107 || Iter Time:0.013434886932373047 || Total time:28.384075164794922 Iteration: 960 || Clusters count: 15 || Log posterior: -3635.8526574100274 || Iter Time:0.034800052642822266 || Total time:28.418875217437744 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 961 || Clusters count: 14 || Log posterior: -3639.793994320445 || Iter Time:0.01291203498840332 || Total time:28.431787252426147 Iteration: 962 || Clusters count: 14 || Log posterior: -3614.642005885551 || Iter Time:0.03583192825317383 || Total time:28.46761918067932 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Iteration: 1183 || Clusters count: 14 || Log posterior: -3629.249863305376 || Iter Time:0.013556957244873047 || Total time:34.92057514190674 Iteration: 1184 || Clusters count: 14 || Log posterior: -3598.3719503296315 || Iter Time:0.036170005798339844 || Total time:34.95674514770508 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 14 || Log posterior: -3626.382477568123 || Iter Time:0.012871980667114258 || Total time:34.96961712837219 Iteration: 1186 || Clusters count: 14 || Log posterior: -3583.592727112266 || Iter Time:0.03386092185974121 || Total time:35.003478050231934 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 15 || Log posterior: -3634.592828429627 || Iter Time:0.01386117935180664 || Total time:35.01733922958374 Iteration: 1188 || Clusters count: 15 || Log posterior: -3606.0888631354164 || Iter Time:0.03443408012390137 || Total 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Iteration: 1205 || Clusters count: 14 || Log posterior: -3655.6941010440255 || Iter Time:0.015913009643554688 || Total time:35.44277238845825 Iteration: 1206 || Clusters count: 14 || Log posterior: -3624.129884338492 || Iter Time:0.06598997116088867 || Total time:35.50876235961914 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1207 || Clusters count: 15 || Log posterior: -3663.498008664204 || Iter Time:0.013980865478515625 || Total time:35.522743225097656 Iteration: 1208 || Clusters count: 15 || Log posterior: -3648.258867992134 || Iter Time:0.03461098670959473 || Total time:35.55735421180725 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1209 || Clusters count: 15 || Log posterior: -3673.219839300249 || Iter Time:0.012964010238647461 || Total time:35.5703182220459 Iteration: 1210 || Clusters count: 15 || Log posterior: -3640.316641393081 || Iter Time:0.03781604766845703 || Total time:35.608134269714355 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Iteration: 1509 || Clusters count: 14 || Log posterior: -3668.4348123182945 || Iter Time:0.013956069946289062 || Total time:43.37826061248779 Iteration: 1510 || Clusters count: 14 || Log posterior: -3642.272094211958 || Iter Time:0.03671097755432129 || Total time:43.414971590042114 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1511 || Clusters count: 14 || Log posterior: -3670.893150322592 || Iter Time:0.013099193572998047 || Total time:43.42807078361511 Iteration: 1512 || Clusters count: 14 || Log posterior: -3640.5494400291645 || Iter Time:0.035086870193481445 || Total time:43.463157653808594 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1513 || Clusters count: 15 || Log posterior: -3666.034677256336 || Iter Time:0.014094114303588867 || Total time:43.47725176811218 Iteration: 1514 || Clusters count: 15 || Log posterior: -3645.8281168092863 || Iter Time:0.035730838775634766 || Total 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Iteration: 1779 || Clusters count: 15 || Log posterior: -3670.8148594019785 || Iter Time:0.014141082763671875 || Total time:50.176504373550415 Iteration: 1780 || Clusters count: 15 || Log posterior: -3635.3772845049675 || Iter Time:0.062158823013305664 || Total time:50.23866319656372 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1781 || Clusters count: 14 || Log posterior: -3663.944713259426 || Iter Time:0.0135040283203125 || Total time:50.25216722488403 Iteration: 1782 || Clusters count: 14 || Log posterior: -3627.0220097537067 || Iter Time:0.04009413719177246 || Total time:50.292261362075806 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1783 || Clusters count: 14 || Log posterior: -3694.4407134337557 || Iter Time:0.012996912002563477 || Total time:50.30525827407837 Iteration: 1784 || Clusters count: 14 || Log posterior: -3669.173145994399 || Iter Time:0.03505706787109375 || Total 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count: 13 || Log posterior: -3690.1820392000786 || Iter Time:0.013232946395874023 || Total time:51.313008308410645 Iteration: 1824 || Clusters count: 13 || Log posterior: -3670.066349890653 || Iter Time:0.03148293495178223 || Total time:51.34449124336243 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3707.2299222109 || Iter Time:0.01184391975402832 || Total time:51.356335163116455 Iteration: 1826 || Clusters count: 13 || Log posterior: -3666.555289602495 || Iter Time:0.031136035919189453 || Total time:51.387471199035645 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3669.3223727209956 || Iter Time:0.011574983596801758 || Total time:51.399046182632446 Iteration: 1828 || Clusters count: 13 || Log posterior: -3645.38410584186 || Iter Time:0.031327009201049805 || Total time:51.430373191833496 Loading and distributing 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Time:0.03128695487976074 || Total time:51.55928015708923 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3682.3295915401004 || Iter Time:0.012395858764648438 || Total time:51.57167601585388 Iteration: 1836 || Clusters count: 13 || Log posterior: -3642.778165843546 || Iter Time:0.030991792678833008 || Total time:51.602667808532715 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3719.8170582927014 || Iter Time:0.011995792388916016 || Total time:51.61466360092163 Iteration: 1838 || Clusters count: 13 || Log posterior: -3696.635616338423 || Iter Time:0.0573270320892334 || Total time:51.671990633010864 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3707.4188165917863 || Iter Time:0.01219797134399414 || Total time:51.68418860435486 Iteration: 1840 || Clusters count: 13 || Log posterior: -3681.152527103946 || Iter Time:0.031141996383666992 || Total time:51.715330600738525 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3723.9904151875744 || Iter Time:0.011765003204345703 || Total time:51.72709560394287 Iteration: 1842 || Clusters count: 13 || Log posterior: -3676.0000775414046 || Iter Time:0.030365943908691406 || Total time:51.75746154785156 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3644.1301179931856 || Iter Time:0.012433052062988281 || Total time:51.76989459991455 Iteration: 1844 || Clusters count: 13 || Log posterior: -3608.067514181719 || Iter Time:0.02976393699645996 || Total time:51.79965853691101 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3648.0987955931446 || Iter Time:0.012231111526489258 || Total time:51.8118896484375 Iteration: 1846 || Clusters count: 13 || Log posterior: -3609.5387102658897 || Iter Time:0.0312650203704834 || Total time:51.84315466880798 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3676.2086318781217 || Iter Time:0.012187004089355469 || Total time:51.85534167289734 Iteration: 1848 || Clusters count: 13 || Log posterior: -3626.5688488813666 || Iter Time:0.03200697898864746 || Total time:51.887348651885986 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3692.8223011535165 || Iter Time:0.014461040496826172 || Total time:51.90180969238281 Iteration: 1850 || Clusters count: 13 || Log posterior: -3648.501720638801 || Iter Time:0.03366518020629883 || Total time:51.93547487258911 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3699.5201042349922 || Iter Time:0.013835906982421875 || Total time:51.94931077957153 Iteration: 1852 || Clusters count: 13 || Log posterior: -3670.9562602450746 || Iter Time:0.03224301338195801 || Total time:51.98155379295349 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3726.6385719208542 || Iter Time:0.012187004089355469 || Total time:51.99374079704285 Iteration: 1854 || Clusters count: 13 || Log posterior: -3677.6791359502836 || Iter Time:0.0327911376953125 || Total time:52.02653193473816 Loading and distributing data: 0.000278 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 13 || Log posterior: -3666.5108983357745 || Iter Time:0.014034032821655273 || Total time:52.040565967559814 Iteration: 1856 || Clusters count: 13 || Log posterior: -3643.497049402308 || Iter Time:0.032518863677978516 || Total time:52.07308483123779 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3645.886621788413 || Iter Time:0.011762142181396484 || Total time:52.08484697341919 Iteration: 1858 || Clusters count: 13 || Log posterior: -3612.03101502383 || Iter Time:0.03098893165588379 || Total time:52.11583590507507 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3621.368088273092 || Iter Time:0.011934995651245117 || Total time:52.12777090072632 Iteration: 1860 || Clusters count: 13 || Log posterior: -3595.76090911279 || Iter Time:0.031494140625 || Total time:52.15926504135132 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3621.873764250534 || Iter Time:0.012489080429077148 || Total time:52.171754121780396 Iteration: 1862 || Clusters count: 13 || Log posterior: -3607.456813836477 || Iter Time:0.030970096588134766 || Total time:52.20272421836853 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3704.408322751813 || Iter Time:0.011614084243774414 || Total time:52.214338302612305 Iteration: 1864 || Clusters count: 13 || Log posterior: -3658.266104554154 || Iter Time:0.03158903121948242 || Total time:52.24592733383179 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3731.665217880167 || Iter Time:0.011990070343017578 || Total time:52.257917404174805 Iteration: 1866 || Clusters count: 13 || Log posterior: -3673.6238947114966 || Iter Time:0.032586097717285156 || Total time:52.29050350189209 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3691.4216502724553 || Iter 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Iteration: 1873 || Clusters count: 13 || Log posterior: -3656.310965231022 || Iter Time:0.01143503189086914 || Total time:52.46174335479736 Iteration: 1874 || Clusters count: 13 || Log posterior: -3635.33339792805 || Iter Time:0.032311201095581055 || Total time:52.494054555892944 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3651.701653817723 || Iter Time:0.01222681999206543 || Total time:52.50628137588501 Iteration: 1876 || Clusters count: 13 || Log posterior: -3631.23164286217 || Iter Time:0.031249046325683594 || Total time:52.53753042221069 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3693.3116572758295 || Iter Time:0.012454032897949219 || Total time:52.54998445510864 Iteration: 1878 || Clusters count: 13 || Log posterior: -3628.8830103657715 || Iter Time:0.031507015228271484 || Total time:52.581491470336914 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3678.006508782952 || Iter Time:0.012705087661743164 || Total time:52.59419655799866 Iteration: 1880 || Clusters count: 13 || Log posterior: -3638.001578090435 || Iter Time:0.03344297409057617 || Total time:52.62763953208923 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3625.1285734496187 || Iter Time:0.012052059173583984 || Total time:52.63969159126282 Iteration: 1882 || Clusters count: 13 || Log posterior: -3606.719807982694 || Iter Time:0.03161883354187012 || Total time:52.67131042480469 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3593.2480444008447 || Iter Time:0.011604070663452148 || Total time:52.68291449546814 Iteration: 1884 || Clusters count: 13 || Log posterior: -3565.631290630767 || Iter Time:0.030409812927246094 || Total time:52.713324308395386 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3612.406233322788 || Iter Time:0.011888980865478516 || Total time:52.725213289260864 Iteration: 1886 || Clusters count: 13 || Log posterior: -3573.0046591505516 || Iter Time:0.03167295455932617 || Total time:52.75688624382019 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3624.7071915838123 || Iter Time:0.012463808059692383 || Total time:52.76935005187988 Iteration: 1888 || Clusters count: 13 || Log posterior: -3596.2032148522226 || Iter Time:0.031042098999023438 || Total time:52.800392150878906 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3631.2805570443998 || Iter Time:0.012170076370239258 || Total time:52.812562227249146 Iteration: 1890 || Clusters count: 13 || Log posterior: -3597.140912882926 || Iter Time:0.03194594383239746 || Total time:52.84450817108154 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3644.49817055934 || Iter Time:0.012228965759277344 || Total time:52.85673713684082 Iteration: 1892 || Clusters count: 13 || Log posterior: -3621.6907558462663 || Iter Time:0.03084397315979004 || Total time:52.88758111000061 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3618.77264199141 || Iter Time:0.01310586929321289 || Total time:52.90068697929382 Iteration: 1894 || Clusters count: 13 || Log posterior: -3602.730574525632 || Iter Time:0.03301095962524414 || Total time:52.93369793891907 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3611.4709093130928 || Iter Time:0.012214899063110352 || Total time:52.94591283798218 Iteration: 1896 || Clusters count: 13 || Log posterior: -3580.1658015095713 || Iter Time:0.032423973083496094 || Total time:52.978336811065674 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3614.6877476991654 || Iter Time:0.011822938919067383 || Total time:52.99015974998474 Iteration: 1898 || Clusters count: 13 || Log posterior: -3594.798805144465 || Iter Time:0.03463387489318848 || Total time:53.02479362487793 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3657.072106785569 || Iter Time:0.012382030487060547 || Total time:53.03717565536499 Iteration: 1900 || Clusters count: 13 || Log posterior: -3620.8169398864243 || Iter Time:0.031087875366210938 || Total time:53.0682635307312 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3671.845991295581 || Iter Time:0.038191795349121094 || Total time:53.10645532608032 Iteration: 1902 || Clusters count: 13 || Log posterior: -3621.280816378671 || Iter Time:0.03216385841369629 || Total time:53.13861918449402 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3641.9996917250223 || Iter Time:0.01149296760559082 || Total time:53.15011215209961 Iteration: 1904 || Clusters count: 13 || Log posterior: -3602.0870881143233 || Iter Time:0.03215193748474121 || Total time:53.18226408958435 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3679.2976478367705 || Iter Time:0.012309074401855469 || Total time:53.194573163986206 Iteration: 1906 || Clusters count: 13 || Log posterior: -3664.495357171437 || Iter Time:0.032196998596191406 || Total time:53.2267701625824 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3682.409623571384 || Iter Time:0.01235508918762207 || Total time:53.23912525177002 Iteration: 1908 || Clusters count: 13 || Log posterior: -3655.688494572086 || Iter Time:0.03264498710632324 || Total time:53.27177023887634 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3641.9656416836565 || Iter Time:0.01219797134399414 || Total time:53.28396821022034 Iteration: 1910 || Clusters count: 13 || Log posterior: -3621.1429993524503 || Iter Time:0.03206992149353027 || Total time:53.31603813171387 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3661.375807063695 || Iter Time:0.012595891952514648 || Total time:53.32863402366638 Iteration: 1912 || Clusters count: 13 || Log posterior: -3640.2039431679887 || Iter Time:0.03129911422729492 || Total time:53.35993313789368 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3629.940764299048 || Iter Time:0.012915849685668945 || Total time:53.372848987579346 Iteration: 1914 || Clusters count: 13 || Log posterior: -3606.9714818549965 || Iter Time:0.03303098678588867 || Total time:53.405879974365234 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3669.7742631664664 || Iter Time:0.01229405403137207 || Total time:53.418174028396606 Iteration: 1916 || Clusters count: 13 || Log posterior: -3624.9878348992556 || Iter Time:0.03114485740661621 || Total time:53.44931888580322 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3667.636165103848 || Iter Time:0.012284040451049805 || Total time:53.46160292625427 Iteration: 1918 || Clusters count: 13 || Log posterior: -3649.9504178827146 || Iter Time:0.03071904182434082 || Total time:53.49232196807861 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3702.5895241236913 || Iter Time:0.012853860855102539 || Total time:53.505175828933716 Iteration: 1920 || Clusters count: 13 || Log posterior: -3666.1365238117805 || Iter Time:0.030804157257080078 || Total time:53.535979986190796 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3692.411164884462 || Iter Time:0.012402057647705078 || Total time:53.5483820438385 Iteration: 1922 || Clusters count: 13 || Log posterior: -3639.541855154085 || Iter Time:0.031058073043823242 || Total time:53.579440116882324 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3679.784314302798 || Iter Time:0.012213945388793945 || Total time:53.59165406227112 Iteration: 1924 || Clusters count: 13 || Log posterior: -3641.29360058587 || Iter Time:0.030614852905273438 || Total time:53.62226891517639 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3682.6030924934566 || Iter Time:0.012078046798706055 || Total time:53.6343469619751 Iteration: 1926 || Clusters count: 13 || Log posterior: -3651.829001145503 || Iter Time:0.03075098991394043 || Total time:53.66509795188904 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3654.415745378658 || Iter Time:0.011713981628417969 || Total time:53.676811933517456 Iteration: 1928 || Clusters count: 13 || Log posterior: -3616.4017280614967 || Iter Time:0.030757904052734375 || Total time:53.70756983757019 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3617.7142867667044 || Iter Time:0.012158870697021484 || Total time:53.71972870826721 Iteration: 1930 || Clusters count: 13 || Log posterior: -3599.737076276556 || Iter Time:0.03171396255493164 || Total time:53.751442670822144 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3677.606033076128 || Iter Time:0.012964963912963867 || Total time:53.76440763473511 Iteration: 1932 || Clusters count: 13 || Log posterior: -3637.8113256419306 || Iter Time:0.055867910385131836 || Total time:53.82027554512024 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3666.6745702030744 || Iter Time:0.012237071990966797 || Total time:53.832512617111206 Iteration: 1934 || Clusters count: 13 || Log posterior: -3639.8579390163586 || Iter Time:0.030148029327392578 || Total time:53.8626606464386 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3649.966399149912 || Iter Time:0.011739015579223633 || Total time:53.87439966201782 Iteration: 1936 || Clusters count: 13 || Log posterior: -3625.49353449739 || Iter Time:0.032189130783081055 || Total time:53.9065887928009 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3664.4992617545618 || Iter Time:0.012368917465209961 || Total time:53.91895771026611 Iteration: 1938 || Clusters count: 13 || Log posterior: -3633.965736614747 || Iter Time:0.030225038528442383 || Total time:53.949182748794556 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3671.1826143374083 || Iter Time:0.01193690299987793 || Total time:53.961119651794434 Iteration: 1940 || Clusters count: 13 || Log posterior: -3644.2383057879592 || Iter Time:0.030399084091186523 || Total time:53.99151873588562 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3606.549707927748 || Iter Time:0.012094974517822266 || Total time:54.00361371040344 Iteration: 1942 || Clusters count: 13 || Log posterior: -3580.5364449603608 || Iter Time:0.03188681602478027 || Total time:54.03550052642822 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3680.858517268339 || Iter Time:0.012357950210571289 || Total time:54.047858476638794 Iteration: 1944 || Clusters count: 13 || Log posterior: -3649.271090474145 || Iter Time:0.031041860580444336 || Total time:54.07890033721924 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3693.592433879164 || Iter Time:0.011992931365966797 || Total time:54.090893268585205 Iteration: 1946 || Clusters count: 13 || Log posterior: -3663.2776641969936 || Iter Time:0.03018498420715332 || Total time:54.12107825279236 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3697.3751967173553 || Iter Time:0.012116193771362305 || Total time:54.13319444656372 Iteration: 1948 || Clusters count: 13 || Log posterior: -3653.194419581592 || Iter Time:0.031308889389038086 || Total time:54.16450333595276 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3666.6906452368025 || Iter Time:0.011873006820678711 || Total time:54.17637634277344 Iteration: 1950 || Clusters count: 13 || Log posterior: -3629.5922637851304 || Iter Time:0.030338048934936523 || Total time:54.206714391708374 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3684.6543670044143 || Iter Time:0.011974811553955078 || Total time:54.21868920326233 Iteration: 1952 || Clusters count: 13 || Log posterior: -3665.4069052301434 || Iter Time:0.03026103973388672 || Total time:54.248950242996216 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3668.414889762296 || Iter Time:0.011641979217529297 || Total time:54.260592222213745 Iteration: 1954 || Clusters count: 13 || Log posterior: -3638.359743674668 || Iter Time:0.03245115280151367 || Total time:54.29304337501526 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3614.485480800347 || Iter Time:0.011811971664428711 || Total time:54.30485534667969 Iteration: 1956 || Clusters count: 13 || Log posterior: -3572.7529012606715 || Iter Time:0.029929161071777344 || Total time:54.334784507751465 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3637.2538784937783 || Iter Time:0.011640071868896484 || Total time:54.34642457962036 Iteration: 1958 || Clusters count: 13 || Log posterior: -3627.6670869339855 || Iter Time:0.030836820602416992 || Total time:54.37726140022278 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3665.7585882114827 || Iter Time:0.012482881546020508 || Total time:54.3897442817688 Iteration: 1960 || Clusters count: 13 || Log posterior: -3641.6665064276663 || Iter Time:0.030354976654052734 || Total time:54.42009925842285 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3666.0441241288277 || Iter Time:0.011955976486206055 || Total time:54.43205523490906 Iteration: 1962 || Clusters count: 13 || Log posterior: -3629.2849315403478 || Iter Time:0.03010416030883789 || Total time:54.462159395217896 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3693.3100940730515 || Iter Time:0.011643171310424805 || Total time:54.47380256652832 Iteration: 1964 || Clusters count: 13 || Log posterior: -3658.510586784278 || Iter Time:0.05561494827270508 || Total time:54.529417514801025 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3663.617635372704 || Iter Time:0.011899948120117188 || Total time:54.54131746292114 Iteration: 1966 || Clusters count: 13 || Log posterior: -3631.494290802609 || Iter Time:0.030616044998168945 || Total time:54.57193350791931 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3674.3538691072704 || Iter Time:0.011574029922485352 || Total time:54.5835075378418 Iteration: 1968 || Clusters count: 13 || Log posterior: -3648.29073707225 || Iter Time:0.029942989349365234 || Total time:54.61345052719116 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3697.6679434808193 || Iter Time:0.011429071426391602 || Total time:54.624879598617554 Iteration: 1970 || Clusters count: 13 || Log posterior: -3665.0171025493664 || Iter Time:0.030264854431152344 || Total time:54.655144453048706 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3672.585203148484 || Iter Time:0.011832952499389648 || Total time:54.666977405548096 Iteration: 1972 || Clusters count: 13 || Log posterior: -3646.203563022034 || Iter Time:0.031043052673339844 || Total time:54.698020458221436 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3669.9384858705207 || Iter Time:0.011399030685424805 || Total time:54.70941948890686 Iteration: 1974 || Clusters count: 13 || Log posterior: -3644.1085540877693 || Iter Time:0.03078603744506836 || Total time:54.74020552635193 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3678.3144754347963 || Iter Time:0.012000799179077148 || Total time:54.752206325531006 Iteration: 1976 || Clusters count: 13 || Log posterior: -3645.5821007655254 || Iter Time:0.031408071517944336 || Total time:54.78361439704895 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3656.797804134106 || Iter Time:0.012520074844360352 || Total time:54.79613447189331 Iteration: 1978 || Clusters count: 13 || Log posterior: -3608.204576809177 || Iter Time:0.03274798393249512 || Total time:54.828882455825806 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3650.8851310086743 || Iter Time:0.011453866958618164 || Total time:54.840336322784424 Iteration: 1980 || Clusters count: 14 || Log posterior: -3616.0557138029776 || Iter Time:0.03104710578918457 || Total time:54.87138342857361 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3618.6302933516367 || Iter Time:0.011389970779418945 || Total time:54.88277339935303 Iteration: 1982 || Clusters count: 14 || Log posterior: -3584.153844433683 || Iter Time:0.03094792366027832 || Total time:54.913721323013306 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3662.857928727833 || Iter Time:0.011659860610961914 || Total time:54.92538118362427 Iteration: 1984 || Clusters count: 14 || Log posterior: -3631.657680624682 || Iter Time:0.03174400329589844 || Total time:54.957125186920166 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3647.1064067995603 || Iter Time:0.011149883270263672 || Total time:54.96827507019043 Iteration: 1986 || Clusters count: 14 || Log posterior: -3621.115207808937 || Iter Time:0.03163409233093262 || Total time:54.99990916252136 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3630.598569544205 || Iter Time:0.012129068374633789 || Total time:55.012038230895996 Iteration: 1988 || Clusters count: 14 || Log posterior: -3600.9700574580215 || Iter Time:0.032277822494506836 || Total time:55.0443160533905 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3668.848089413801 || Iter Time:0.012706995010375977 || Total time:55.05702304840088 Iteration: 1990 || Clusters count: 14 || Log posterior: -3618.2378964063982 || Iter Time:0.03264188766479492 || Total time:55.089664936065674 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3645.7617895327976 || Iter Time:0.013292074203491211 || Total time:55.102957010269165 Iteration: 1992 || Clusters count: 14 || Log posterior: -3615.600136925016 || Iter Time:0.033358097076416016 || Total time:55.13631510734558 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3637.1346600626753 || Iter Time:0.014124155044555664 || Total time:55.15043926239014 Iteration: 1994 || Clusters count: 14 || Log posterior: -3612.756881620832 || Iter Time:0.05926704406738281 || Total time:55.20970630645752 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3654.4398321764274 || Iter Time:0.013813972473144531 || Total time:55.223520278930664 Iteration: 1996 || Clusters count: 14 || Log posterior: -3631.782840028872 || Iter Time:0.03324103355407715 || Total time:55.25676131248474 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3712.6815571354714 || Iter Time:0.013051986694335938 || Total time:55.26981329917908 Iteration: 1998 || Clusters count: 14 || Log posterior: -3679.5281369094973 || Iter Time:0.03265190124511719 || Total time:55.302465200424194 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3695.216590257667 || Iter Time:0.013430118560791016 || Total time:55.315895318984985 Iteration: 2000 || Clusters count: 14 || Log posterior: -3651.9127200178486 || Iter Time:0.033499956130981445 || Total time:55.34939527511597 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3684.889779095402 || Iter Time:0.012994050979614258 || Total time:55.36238932609558 Iteration: 2002 || Clusters count: 14 || Log posterior: -3656.8090144814673 || Iter Time:0.03424406051635742 || Total time:55.39663338661194 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3707.4519640152316 || Iter Time:0.013561010360717773 || Total time:55.410194396972656 Iteration: 2004 || Clusters count: 14 || Log posterior: -3665.310694354478 || Iter Time:0.034587860107421875 || Total time:55.44478225708008 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3684.6454721414248 || Iter Time:0.013994932174682617 || Total time:55.45877718925476 Iteration: 2006 || Clusters count: 14 || Log posterior: -3651.23532223695 || Iter Time:0.034915924072265625 || Total time:55.493693113327026 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3661.721215382551 || Iter Time:0.01373910903930664 || Total time:55.50743222236633 Iteration: 2008 || Clusters count: 14 || Log posterior: -3631.6867085924177 || Iter Time:0.0336298942565918 || Total time:55.541062116622925 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3669.164177931545 || Iter Time:0.013401985168457031 || Total time:55.55446410179138 Iteration: 2010 || Clusters count: 14 || Log posterior: -3621.427964093404 || Iter Time:0.03725004196166992 || Total time:55.59171414375305 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3708.640110598212 || Iter Time:0.013926982879638672 || Total time:55.60564112663269 Iteration: 2012 || Clusters count: 14 || Log posterior: -3668.4767114078227 || Iter Time:0.034063100814819336 || Total time:55.63970422744751 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3651.0223899328116 || Iter Time:0.013768911361694336 || Total time:55.653473138809204 Iteration: 2014 || Clusters count: 14 || Log posterior: -3619.907446845553 || Iter Time:0.0331118106842041 || Total time:55.68658494949341 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3636.882947843832 || Iter Time:0.01248478889465332 || Total time:55.69906973838806 Iteration: 2016 || Clusters count: 14 || Log posterior: -3613.556925981872 || Iter Time:0.03252100944519043 || Total time:55.73159074783325 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3678.4322314392743 || Iter Time:0.012697935104370117 || Total time:55.74428868293762 Iteration: 2018 || Clusters count: 14 || Log posterior: -3658.510738933701 || Iter Time:0.033371925354003906 || Total time:55.777660608291626 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3728.331246801794 || Iter Time:0.012036800384521484 || Total time:55.78969740867615 Iteration: 2020 || Clusters count: 14 || Log posterior: -3676.1584609110505 || Iter Time:0.03185415267944336 || Total time:55.82155156135559 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3680.85458738784 || Iter Time:0.011889934539794922 || Total time:55.833441495895386 Iteration: 2022 || Clusters count: 14 || Log posterior: -3647.189589569585 || Iter Time:0.03201103210449219 || Total time:55.86545252799988 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -3691.588270966567 || Iter Time:0.038507938385009766 || Total time:55.90396046638489 Iteration: 2024 || Clusters count: 14 || Log posterior: -3637.0059163752658 || Iter Time:0.03442192077636719 || Total time:55.938382387161255 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3702.6928370689675 || Iter Time:0.012076139450073242 || Total time:55.95045852661133 Iteration: 2026 || Clusters count: 14 || Log posterior: -3675.1970302316513 || Iter Time:0.03320908546447754 || Total time:55.983667612075806 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3703.819741433875 || Iter Time:0.012232065200805664 || Total time:55.99589967727661 Iteration: 2028 || Clusters count: 14 || Log posterior: -3667.004304957922 || Iter Time:0.031694889068603516 || Total time:56.027594566345215 Avg NMI: 0.9095687484594274 Full NMI: 0.8847994322082836 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m42.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 214.69s PkgEval succeeded after 330.7s