Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2043 (b936235316*) started at 2026-04-16T23:03:30.479 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 14.63s ################################################################################ # 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 v0.25.124 [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 v1.68.1+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 5.22s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.9 s ✓ Clustering 11.4 s ✓ KernelFunctions 11.9 s ✓ Distributions 5.1 s ✓ Distributions → DistributionsChainRulesCoreExt 5.4 s ✓ Distributions → DistributionsTestExt 11.7 s ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 54 seconds. 98 already precompiled. Precompilation completed after 79.61s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_SObKJ0/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.124 ⌅ [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_SObKJ0/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 v0.25.124 [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 v1.68.1+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: 3.587740 seconds (971.43 k allocations: 60.954 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:20.221750020980835 || Total time:20.221750020980835 Iteration: 1 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.007258176803588867 || Total time:20.229008197784424 Iteration: 2 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006701946258544922 || Total time:20.23571014404297 Iteration: 3 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006371021270751953 || Total time:20.24208116531372 Iteration: 4 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.0060880184173583984 || Total time:20.24816918373108 Iteration: 5 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.017194032669067383 || Total time:20.265363216400146 Iteration: 6 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.005635976791381836 || Total time:20.27099919319153 Iteration: 7 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006072998046875 || Total time:20.277072191238403 Iteration: 8 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006741046905517578 || Total time:20.28381323814392 Iteration: 9 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006596088409423828 || Total time:20.290409326553345 Iteration: 10 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006272792816162109 || Total time:20.296682119369507 Iteration: 11 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.006283998489379883 || Total time:20.302966117858887 Iteration: 12 || Clusters count: 1 || Log posterior: -233099.66298629093 || Iter Time:0.0065631866455078125 || Total time:20.309529304504395 Iteration: 13 || Clusters count: 2 || Log posterior: -232854.22228791774 || Iter Time:4.70189094543457 || Total time:25.011420249938965 Iteration: 14 || Clusters count: 2 || Log posterior: -232863.0794442017 || Iter Time:0.0066678524017333984 || Total time:25.0180881023407 Iteration: 15 || Clusters count: 2 || Log posterior: -232849.85616028143 || Iter Time:0.006829977035522461 || Total time:25.02491807937622 Iteration: 16 || Clusters count: 2 || Log posterior: -232846.76588876173 || Iter Time:0.0066912174224853516 || Total time:25.031609296798706 Iteration: 17 || Clusters count: 2 || Log posterior: -232861.96383746047 || Iter Time:0.006682872772216797 || Total time:25.038292169570923 Iteration: 18 || Clusters count: 2 || Log posterior: -232872.25783437924 || Iter Time:0.006821155548095703 || Total time:25.04511332511902 Iteration: 19 || Clusters count: 2 || Log posterior: -232873.22773036675 || Iter Time:0.0065898895263671875 || Total time:25.051703214645386 Iteration: 20 || Clusters count: 2 || Log posterior: -232769.2662503475 || Iter Time:1.5865960121154785 || Total time:26.638299226760864 Loading and distributing data: 0.001063 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233176.98588678628 || Iter Time:0.03346586227416992 || Total time:26.671765089035034 Iteration: 22 || Clusters count: 2 || Log posterior: -233114.14410573573 || Iter Time:0.006531953811645508 || Total time:26.67829704284668 Iteration: 23 || Clusters count: 2 || Log posterior: -233113.67850474452 || Iter Time:0.006346940994262695 || Total time:26.684643983840942 Iteration: 24 || Clusters count: 2 || Log posterior: -233070.85895623206 || Iter Time:0.006287813186645508 || Total time:26.690931797027588 Iteration: 25 || Clusters count: 2 || Log posterior: -233065.40626317574 || Iter Time:0.0063741207122802734 || Total time:26.697305917739868 Iteration: 26 || Clusters count: 2 || Log posterior: -233046.70896533277 || Iter Time:0.0060307979583740234 || Total time:26.703336715698242 Iteration: 27 || Clusters count: 2 || Log posterior: -233050.0037799616 || Iter Time:0.006361961364746094 || Total time:26.70969867706299 Iteration: 28 || Clusters count: 3 || Log posterior: -232691.7061392024 || Iter Time:0.008082866668701172 || Total time:26.71778154373169 Iteration: 29 || Clusters count: 3 || Log posterior: -232550.08585032122 || Iter Time:0.0066411495208740234 || Total time:26.724422693252563 Iteration: 30 || Clusters count: 3 || Log posterior: -232547.2650585454 || Iter Time:0.006663799285888672 || Total time:26.731086492538452 Iteration: 31 || Clusters count: 3 || Log posterior: -232541.41847012073 || Iter Time:0.006680965423583984 || Total time:26.737767457962036 Iteration: 32 || Clusters count: 3 || Log posterior: -232552.10582433225 || Iter Time:0.0067310333251953125 || Total time:26.74449849128723 Iteration: 33 || Clusters count: 3 || Log posterior: -232551.4586658658 || Iter Time:0.006487131118774414 || Total time:26.750985622406006 Iteration: 34 || Clusters count: 3 || Log posterior: -232553.80343600275 || Iter Time:0.006738901138305664 || Total time:26.75772452354431 Iteration: 35 || Clusters count: 4 || Log posterior: -232254.7048521847 || Iter Time:0.009025812149047852 || Total time:26.76675033569336 Iteration: 36 || Clusters count: 4 || Log posterior: -232239.47432349288 || Iter Time:0.006981849670410156 || Total time:26.77373218536377 Iteration: 37 || Clusters count: 4 || Log posterior: -232195.48876891026 || Iter Time:0.007003068923950195 || Total time:26.78073525428772 Iteration: 38 || Clusters count: 4 || Log posterior: -232187.07321509227 || Iter Time:0.006968975067138672 || Total time:26.78770422935486 Iteration: 39 || Clusters count: 4 || Log posterior: -232157.91174336767 || Iter Time:0.008764028549194336 || Total time:26.796468257904053 Iteration: 40 || Clusters count: 4 || Log posterior: -232144.45626258597 || Iter Time:0.008204936981201172 || Total time:26.804673194885254 Iteration: 41 || Clusters count: 4 || Log posterior: -232055.3053491788 || Iter Time:0.008114814758300781 || Total time:26.812788009643555 Loading and distributing data: 0.000635 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262176.64495540713 || Iter Time:0.007966995239257812 || Total time:26.820755004882812 Iteration: 43 || Clusters count: 4 || Log posterior: -262141.3046421753 || Iter Time:0.0084991455078125 || Total time:26.829254150390625 Iteration: 44 || Clusters count: 4 || Log posterior: -262106.33623781113 || Iter Time:0.008507013320922852 || Total time:26.837761163711548 Iteration: 45 || Clusters count: 4 || Log posterior: -262069.18371809204 || Iter Time:0.008608818054199219 || Total time:26.846369981765747 Iteration: 46 || Clusters count: 4 || Log posterior: -262076.0584983437 || Iter Time:0.008418798446655273 || Total time:26.854788780212402 Iteration: 47 || Clusters count: 4 || Log posterior: -262040.46839337613 || Iter Time:0.008389949798583984 || Total time:26.863178730010986 Iteration: 48 || Clusters count: 5 || Log posterior: -261724.89104536857 || Iter Time:0.010306835174560547 || Total time:26.873485565185547 Iteration: 49 || Clusters count: 5 || Log posterior: -261661.78982116954 || Iter Time:0.00885009765625 || Total time:26.882335662841797 Iteration: 50 || Clusters count: 6 || Log posterior: -261291.41156241356 || Iter Time:0.010745048522949219 || Total time:26.893080711364746 Iteration: 51 || Clusters count: 6 || Log posterior: -261216.40037327295 || Iter Time:0.009613990783691406 || Total time:26.902694702148438 Iteration: 52 || Clusters count: 6 || Log posterior: -261224.87848568312 || Iter Time:0.009122133255004883 || Total time:26.911816835403442 Iteration: 53 || Clusters count: 6 || Log posterior: -261224.22195685242 || Iter Time:0.07174801826477051 || Total time:26.983564853668213 Iteration: 54 || Clusters count: 6 || Log posterior: -261253.05230871012 || Iter Time:0.007980108261108398 || Total time:26.99154496192932 Iteration: 55 || Clusters count: 7 || Log posterior: -260818.7634110057 || Iter Time:0.00935506820678711 || Total time:27.00090003013611 Iteration: 56 || Clusters count: 7 || Log posterior: -260734.35663557684 || Iter Time:0.00832986831665039 || Total time:27.00922989845276 Iteration: 57 || Clusters count: 7 || Log posterior: -260755.8609923205 || Iter Time:0.008367061614990234 || Total time:27.01759696006775 Iteration: 58 || Clusters count: 7 || Log posterior: -260736.8230921269 || Iter Time:0.008572816848754883 || Total time:27.026169776916504 Iteration: 59 || Clusters count: 7 || Log posterior: -260729.0277042335 || Iter Time:0.008263111114501953 || Total time:27.034432888031006 Iteration: 60 || Clusters count: 7 || Log posterior: -260735.2572353311 || Iter Time:0.008315801620483398 || Total time:27.04274868965149 Iteration: 61 || Clusters count: 7 || Log posterior: -260734.31628287336 || Iter Time:0.008450984954833984 || Total time:27.051199674606323 Iteration: 62 || Clusters count: 7 || Log posterior: -260689.06034923976 || Iter Time:0.008028984069824219 || Total time:27.059228658676147 Loading and distributing data: 0.000663 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260778.25499630295 || Iter Time:0.009599924087524414 || Total time:27.068828582763672 Iteration: 64 || Clusters count: 8 || Log posterior: -260610.3134103019 || Iter Time:0.008767843246459961 || Total time:27.077596426010132 Iteration: 65 || Clusters count: 9 || Log posterior: -260166.72399865682 || Iter Time:0.7507390975952148 || Total time:27.828335523605347 Iteration: 66 || Clusters count: 9 || Log posterior: -260093.9976050591 || Iter Time:0.009552001953125 || Total time:27.83788752555847 Iteration: 67 || Clusters count: 9 || Log posterior: -260118.37837389865 || Iter Time:0.00954294204711914 || Total time:27.84743046760559 Iteration: 68 || Clusters count: 9 || Log posterior: -260104.4558732139 || Iter Time:0.009620904922485352 || Total time:27.857051372528076 Iteration: 69 || Clusters count: 9 || Log posterior: -260115.85986453184 || Iter Time:0.00968313217163086 || Total time:27.866734504699707 Iteration: 70 || Clusters count: 10 || Log posterior: -259766.54147024464 || Iter Time:0.010895013809204102 || Total time:27.87762951850891 Iteration: 71 || Clusters count: 10 || Log posterior: -259694.35301246497 || Iter Time:0.010344982147216797 || Total time:27.887974500656128 Iteration: 72 || Clusters count: 11 || Log posterior: -259549.20338450454 || Iter Time:0.012195110321044922 || Total time:27.900169610977173 Iteration: 73 || Clusters count: 11 || Log posterior: -259498.1293933381 || Iter Time:0.023202896118164062 || Total time:27.923372507095337 Iteration: 74 || Clusters count: 11 || Log posterior: -259464.3654252656 || Iter Time:0.010591983795166016 || Total time:27.933964490890503 Iteration: 75 || Clusters count: 11 || Log posterior: -259470.87430958942 || Iter Time:0.03445911407470703 || Total time:27.96842360496521 Iteration: 76 || Clusters count: 11 || Log posterior: -259474.09596214263 || Iter Time:0.010426998138427734 || Total time:27.978850603103638 Iteration: 77 || Clusters count: 11 || Log posterior: -259456.27197321644 || Iter Time:0.010371923446655273 || Total time:27.989222526550293 Iteration: 78 || Clusters count: 11 || Log posterior: -259448.65560604588 || Iter Time:0.01057291030883789 || Total time:27.99979543685913 Iteration: 79 || Clusters count: 11 || Log posterior: -259466.48910416578 || Iter Time:0.010483980178833008 || Total time:28.010279417037964 Iteration: 80 || Clusters count: 11 || Log posterior: -259486.6540809995 || Iter Time:0.01126408576965332 || Total time:28.021543502807617 Iteration: 81 || Clusters count: 11 || Log posterior: -259476.0763623885 || Iter Time:0.01125788688659668 || Total time:28.032801389694214 Iteration: 82 || Clusters count: 11 || Log posterior: -259460.2365522651 || Iter Time:0.011419057846069336 || Total time:28.044220447540283 Iteration: 83 || Clusters count: 11 || Log posterior: -259404.93786174737 || Iter Time:0.010237932205200195 || Total time:28.054458379745483 Loading and distributing data: 0.000661 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -259053.4080331106 || Iter Time:0.01116490364074707 || Total time:28.06562328338623 Iteration: 85 || Clusters count: 12 || Log posterior: -258711.12647963502 || Iter Time:0.012758016586303711 || Total time:28.078381299972534 Iteration: 86 || Clusters count: 12 || Log posterior: -258649.13953574243 || Iter Time:0.01224207878112793 || Total time:28.090623378753662 Iteration: 87 || Clusters count: 13 || Log posterior: -258250.05381400863 || Iter Time:0.013669013977050781 || Total time:28.104292392730713 Iteration: 88 || Clusters count: 13 || Log posterior: -258177.9660232004 || Iter Time:0.012662172317504883 || Total time:28.116954565048218 Iteration: 89 || Clusters count: 13 || Log posterior: -258133.3558268884 || Iter Time:0.01300501823425293 || Total time:28.12995958328247 Iteration: 90 || Clusters count: 13 || Log posterior: -258129.24941561455 || Iter Time:0.028339147567749023 || Total time:28.15829873085022 Iteration: 91 || Clusters count: 13 || Log posterior: -258128.0662011158 || Iter Time:0.013084173202514648 || Total time:28.171382904052734 Iteration: 92 || Clusters count: 13 || Log posterior: -258124.53956588128 || Iter Time:0.012822151184082031 || Total time:28.184205055236816 Iteration: 93 || Clusters count: 13 || Log posterior: -258121.35072413005 || Iter Time:0.013195991516113281 || Total time:28.19740104675293 Iteration: 94 || Clusters count: 13 || Log posterior: -258124.51493785513 || Iter Time:0.014517068862915039 || Total time:28.211918115615845 Iteration: 95 || Clusters count: 13 || Log posterior: -258119.09927723618 || Iter Time:0.012574195861816406 || Total time:28.22449231147766 Iteration: 96 || Clusters count: 13 || Log posterior: -258138.6358047318 || Iter Time:0.012450933456420898 || Total time:28.236943244934082 Iteration: 97 || Clusters count: 13 || Log posterior: -258129.76434172466 || Iter Time:0.01267099380493164 || Total time:28.249614238739014 Iteration: 98 || Clusters count: 13 || Log posterior: -258103.04957762448 || Iter Time:0.012544870376586914 || Total time:28.2621591091156 Iteration: 99 || Clusters count: 13 || Log posterior: -258090.20610422522 || Iter Time:0.013888120651245117 || Total time:28.276047229766846 Iteration: 100 || Clusters count: 13 || Log posterior: -258056.22381948418 || Iter Time:0.015195131301879883 || Total time:28.291242361068726 Iteration: 101 || Clusters count: 13 || Log posterior: -258034.93480453076 || Iter Time:0.0211489200592041 || Total time:28.31239128112793 Iteration: 102 || Clusters count: 13 || Log posterior: -258020.4488696989 || Iter Time:0.014738798141479492 || Total time:28.32713007926941 Iteration: 103 || Clusters count: 13 || Log posterior: -258021.43310711204 || Iter Time:0.01604485511779785 || Total time:28.343174934387207 Iteration: 104 || Clusters count: 13 || Log posterior: -258006.59606519045 || Iter Time:0.014593124389648438 || Total time:28.357768058776855 Loading and distributing data: 0.000661 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -257888.59854901204 || Iter Time:0.016788005828857422 || Total time:28.374556064605713 Iteration: 106 || Clusters count: 14 || Log posterior: -257843.19968470978 || Iter Time:0.015516996383666992 || Total time:28.39007306098938 Iteration: 107 || Clusters count: 14 || Log posterior: -257830.88344377754 || Iter Time:0.015500068664550781 || Total time:28.40557312965393 Iteration: 108 || Clusters count: 14 || Log posterior: -257838.4000909332 || Iter Time:0.01541900634765625 || Total time:28.420992136001587 Iteration: 109 || Clusters count: 14 || Log posterior: -257834.38061814834 || Iter Time:0.02092909812927246 || Total 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posterior: -257193.8666365605 || Iter Time:0.02127385139465332 || Total time:28.80221724510193 Iteration: 131 || Clusters count: 15 || Log posterior: -257204.35857709972 || Iter Time:0.018038034439086914 || Total time:28.820255279541016 Iteration: 132 || Clusters count: 17 || Log posterior: -256775.1623655305 || Iter Time:0.019578218460083008 || Total time:28.8398334980011 Iteration: 133 || Clusters count: 17 || Log posterior: -256685.79088712152 || Iter Time:0.01763606071472168 || Total time:28.85746955871582 Iteration: 134 || Clusters count: 17 || Log posterior: -256677.6813941017 || Iter Time:0.0181429386138916 || Total time:28.875612497329712 Iteration: 135 || Clusters count: 17 || Log posterior: -256671.87222491083 || Iter Time:0.022279024124145508 || Total time:28.897891521453857 Iteration: 136 || Clusters count: 17 || Log posterior: -256623.83921366135 || Iter Time:0.01860213279724121 || Total time:28.9164936542511 Iteration: 137 || Clusters count: 17 || Log posterior: -256627.666947348 || Iter Time:0.017653942108154297 || Total time:28.934147596359253 Iteration: 138 || Clusters count: 17 || Log posterior: -256611.51336336948 || Iter Time:0.017812013626098633 || Total time:28.95195960998535 Iteration: 139 || Clusters count: 17 || Log posterior: -256624.7615403339 || Iter Time:0.017758846282958984 || Total time:28.96971845626831 Iteration: 140 || Clusters count: 17 || Log posterior: -256650.408492864 || Iter Time:0.02267313003540039 || Total time:28.99239158630371 Iteration: 141 || Clusters count: 17 || Log posterior: -256624.9862186537 || Iter Time:0.01778721809387207 || Total time:29.010178804397583 Iteration: 142 || Clusters count: 17 || Log posterior: -256631.82314751108 || Iter Time:0.017840862274169922 || Total time:29.028019666671753 Iteration: 143 || Clusters count: 17 || Log posterior: -256626.29391470487 || Iter Time:0.017832040786743164 || Total time:29.045851707458496 Iteration: 144 || Clusters count: 17 || Log posterior: -256635.82651295766 || Iter Time:0.01716303825378418 || Total time:29.06301474571228 Iteration: 145 || Clusters count: 17 || Log posterior: -256623.02027293236 || Iter Time:0.02218008041381836 || Total time:29.0851948261261 Iteration: 146 || Clusters count: 17 || Log posterior: -256607.98197115978 || Iter Time:0.016043901443481445 || Total time:29.10123872756958 Loading and distributing data: 0.000664 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 18 || Log posterior: -256531.99475936376 || Iter Time:0.019485950469970703 || Total time:29.12072467803955 Iteration: 148 || Clusters count: 19 || Log posterior: -256342.6743602016 || Iter Time:0.019572019577026367 || Total time:29.140296697616577 Iteration: 149 || Clusters count: 19 || Log posterior: -256274.95006332741 || Iter Time:0.023173093795776367 || Total time:29.163469791412354 Iteration: 150 || Clusters count: 19 || Log posterior: -256237.15973720938 || Iter Time:0.018590927124023438 || Total 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-255721.47707266282 || Iter Time:0.023771047592163086 || Total time:29.674137592315674 Iteration: 172 || Clusters count: 20 || Log posterior: -255722.45102903785 || Iter Time:0.02801203727722168 || Total time:29.702149629592896 Iteration: 173 || Clusters count: 20 || Log posterior: -255726.8271712338 || Iter Time:0.02419281005859375 || Total time:29.72634243965149 Iteration: 174 || Clusters count: 20 || Log posterior: -255710.3551960829 || Iter Time:0.023446083068847656 || Total time:29.749788522720337 Iteration: 175 || Clusters count: 20 || Log posterior: -255712.52747105726 || Iter Time:0.024224042892456055 || Total time:29.774012565612793 Iteration: 176 || Clusters count: 20 || Log posterior: -255712.52747105726 || Iter Time:0.02838897705078125 || Total time:29.802401542663574 Iteration: 177 || Clusters count: 20 || Log posterior: -255715.79608001257 || Iter Time:0.02520608901977539 || Total time:29.82760763168335 Iteration: 178 || Clusters count: 20 || Log posterior: -255713.10581068066 || Iter Time:0.023807048797607422 || Total time:29.851414680480957 Iteration: 179 || Clusters count: 20 || Log posterior: -255713.10581068066 || Iter Time:0.02446293830871582 || Total time:29.875877618789673 Iteration: 180 || Clusters count: 20 || Log posterior: -255720.16814565944 || Iter Time:0.029040098190307617 || Total time:29.90491771697998 Iteration: 181 || Clusters count: 20 || Log posterior: -255722.93438728902 || Iter Time:0.023843765258789062 || Total time:29.92876148223877 Iteration: 182 || Clusters count: 20 || Log posterior: -255715.7839813379 || Iter Time:0.02507305145263672 || Total time:29.953834533691406 Iteration: 183 || Clusters count: 20 || Log posterior: -255713.8602208384 || Iter Time:0.033020973205566406 || Total time:29.986855506896973 Iteration: 184 || Clusters count: 20 || Log posterior: -255714.0098799916 || Iter Time:0.028409957885742188 || Total time:30.015265464782715 Iteration: 185 || Clusters count: 20 || Log posterior: -255712.84043280318 || Iter Time:0.029011011123657227 || Total time:30.044276475906372 Iteration: 186 || Clusters count: 20 || Log posterior: -255714.69447416512 || Iter Time:0.028270959854125977 || Total time:30.072547435760498 Iteration: 187 || Clusters count: 20 || Log posterior: -255715.02488872746 || Iter Time:0.03247499465942383 || Total time:30.105022430419922 Iteration: 188 || Clusters count: 20 || Log posterior: -255712.42179691955 || Iter Time:0.025561094284057617 || Total time:30.13058352470398 Loading and distributing data: 0.000664 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255492.30742938502 || Iter Time:0.02787184715270996 || Total time:30.15845537185669 Iteration: 190 || Clusters count: 20 || Log posterior: -255481.91183453272 || Iter Time:0.03169417381286621 || Total time:30.190149545669556 Iteration: 191 || Clusters count: 20 || Log posterior: -255478.50194223016 || Iter Time:0.028064966201782227 || Total time:30.218214511871338 Iteration: 192 || Clusters count: 20 || Log posterior: -255478.99188130663 || Iter Time:0.027200937271118164 || Total time:30.245415449142456 Iteration: 193 || Clusters count: 20 || Log posterior: -255478.3247489818 || Iter Time:0.031011104583740234 || Total time:30.276426553726196 Iteration: 194 || Clusters count: 20 || Log posterior: -255484.67300009626 || Iter Time:0.026608943939208984 || Total time:30.303035497665405 Iteration: 195 || Clusters count: 20 || Log posterior: -255473.24903443092 || Iter Time:0.02641892433166504 || Total time:30.32945442199707 Iteration: 196 || Clusters count: 20 || Log posterior: -255474.79748500214 || Iter Time:0.026762008666992188 || Total time:30.356216430664062 Iteration: 197 || Clusters count: 20 || Log posterior: -255474.79748500214 || Iter Time:0.0319828987121582 || Total time:30.38819932937622 Iteration: 198 || Clusters count: 20 || Log posterior: -255475.20400214975 || Iter Time:0.026882171630859375 || Total time:30.41508150100708 Iteration: 199 || Clusters count: 20 || Log posterior: -255475.20400214975 || Iter Time:0.02684497833251953 || Total time:30.4419264793396 Iteration: 200 || Clusters count: 20 || Log posterior: -255476.17134463828 || Iter Time:0.030833005905151367 || Total time:30.47275948524475 Iteration: 201 || Clusters count: 20 || Log posterior: -255476.82253864632 || Iter Time:0.02703690528869629 || Total time:30.499796390533447 Iteration: 202 || Clusters count: 20 || Log posterior: -255474.29875861577 || Iter Time:0.026636123657226562 || Total time:30.526432514190674 Iteration: 203 || Clusters count: 20 || Log posterior: -255479.98077651745 || Iter Time:0.031273841857910156 || Total time:30.557706356048584 Iteration: 204 || Clusters count: 20 || Log posterior: -255472.51999045868 || Iter Time:0.02845311164855957 || Total time:30.586159467697144 Iteration: 205 || Clusters count: 20 || Log posterior: -255472.51999045868 || Iter Time:0.027997970581054688 || Total time:30.6141574382782 Iteration: 206 || Clusters count: 20 || Log posterior: -255472.51999045868 || Iter Time:0.02765488624572754 || Total time:30.641812324523926 Iteration: 207 || Clusters count: 20 || Log posterior: -255473.79894720475 || Iter Time:0.03501605987548828 || Total time:30.676828384399414 Iteration: 208 || Clusters count: 20 || Log posterior: -255486.02458316265 || Iter Time:0.027728796005249023 || Total time:30.704557180404663 Iteration: 209 || Clusters count: 20 || Log posterior: -255472.75030804455 || Iter Time:0.025312185287475586 || Total time:30.72986936569214 NMI: 0.7548913569983462 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.7s [210420, 5503, 25507, 36130, 62276, 69911, 61726, 86024, 19683, 42443, 9036, 25862, 194, 51435, 113647, 52297, 6952, 62194, 51946, 6814] Loading and distributing data: 0.000439 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:4.27567720413208 || Total time:4.27567720413208 Iteration: 1 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.002344846725463867 || Total time:4.278022050857544 Iteration: 2 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.0019690990447998047 || Total time:4.279991149902344 Iteration: 3 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.0017871856689453125 || Total time:4.281778335571289 Iteration: 4 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.001672983169555664 || Total time:4.283451318740845 Iteration: 5 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.0015339851379394531 || Total time:4.284985303878784 Iteration: 6 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.00162506103515625 || Total time:4.28661036491394 Iteration: 7 || Clusters count: 1 || Log posterior: -6613.56642942122 || Iter Time:0.0015292167663574219 || Total time:4.288139581680298 Iteration: 8 || Clusters count: 2 || Log posterior: -6560.439874627454 || Iter Time:0.15707802772521973 || Total time:4.445217609405518 Iteration: 9 || Clusters count: 2 || Log posterior: -6566.146727592683 || Iter Time:0.002349853515625 || Total time:4.447567462921143 Iteration: 10 || Clusters count: 2 || Log posterior: -6572.525293118504 || Iter Time:0.0021278858184814453 || Total time:4.449695348739624 Iteration: 11 || Clusters count: 2 || Log posterior: -6571.32030293121 || Iter Time:0.0021309852600097656 || Total time:4.451826333999634 Iteration: 12 || Clusters count: 2 || Log posterior: -6556.696212017875 || Iter Time:0.0021657943725585938 || Total time:4.453992128372192 Iteration: 13 || Clusters count: 2 || Log posterior: -6573.502843431532 || Iter Time:0.002225160598754883 || Total time:4.456217288970947 Iteration: 14 || Clusters count: 2 || Log posterior: -6573.488648208329 || Iter Time:0.002201080322265625 || Total time:4.458418369293213 Iteration: 15 || Clusters count: 2 || Log posterior: -6570.397756559777 || Iter Time:0.0021991729736328125 || Total time:4.460617542266846 Iteration: 16 || Clusters count: 2 || Log posterior: -6555.708540273688 || Iter Time:0.0021369457244873047 || Total time:4.462754487991333 Iteration: 17 || Clusters count: 2 || Log posterior: -6559.638899848231 || Iter Time:0.002260923385620117 || Total time:4.465015411376953 Iteration: 18 || Clusters count: 3 || Log posterior: -6469.50891978633 || Iter Time:0.00471806526184082 || Total time:4.469733476638794 Iteration: 19 || Clusters count: 3 || Log posterior: -6448.937245179251 || Iter Time:0.002870798110961914 || Total time:4.472604274749756 Iteration: 20 || Clusters count: 3 || Log posterior: -6464.682104939794 || Iter Time:0.002655029296875 || Total time:4.475259304046631 Iteration: 21 || Clusters count: 3 || Log posterior: -6451.892069979642 || Iter Time:0.0026628971099853516 || Total time:4.477922201156616 Iteration: 22 || Clusters count: 3 || Log posterior: -6457.753071679163 || Iter Time:0.00269317626953125 || Total time:4.4806153774261475 Iteration: 23 || Clusters count: 3 || Log posterior: -6449.362019724794 || Iter Time:0.002716064453125 || Total time:4.4833314418792725 Iteration: 24 || Clusters count: 3 || Log posterior: -6456.581742515708 || Iter Time:0.002732992172241211 || Total time:4.486064434051514 Iteration: 25 || Clusters count: 3 || Log posterior: -6468.1443896250785 || Iter Time:0.002707958221435547 || Total time:4.488772392272949 Iteration: 26 || Clusters count: 3 || Log posterior: -6458.299322153881 || Iter Time:0.0026938915252685547 || Total time:4.491466283798218 Iteration: 27 || Clusters count: 3 || Log posterior: -6455.407675104808 || Iter Time:0.002955198287963867 || Total time:4.494421482086182 Iteration: 28 || Clusters count: 3 || Log posterior: -6454.193562973683 || Iter Time:0.002732992172241211 || Total time:4.497154474258423 Iteration: 29 || Clusters count: 3 || Log posterior: -6457.208879111954 || Iter Time:0.002811908721923828 || Total time:4.499966382980347 Iteration: 30 || Clusters count: 3 || Log posterior: -6426.937544266335 || Iter Time:1.4608430862426758 || Total time:5.9608094692230225 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000241 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -6265.547174010191 || Iter Time:0.029434919357299805 || Total time:5.990244388580322 Iteration: 32 || Clusters count: 3 || Log posterior: -6252.836361894781 || Iter Time:0.008082866668701172 || Total time:5.998327255249023 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5688.372295914896 || Iter Time:0.0045430660247802734 || Total time:6.002870321273804 Iteration: 34 || Clusters count: 4 || Log posterior: -5641.030547430757 || Iter Time:0.012514829635620117 || Total time:6.015385150909424 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -5426.739462895417 || Iter Time:0.003918170928955078 || Total time:6.019303321838379 Iteration: 36 || Clusters count: 4 || Log posterior: -5413.3111199894665 || Iter Time:0.011123895645141602 || Total time:6.0304272174835205 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -5373.841842906734 || Iter Time:0.0032660961151123047 || Total time:6.033693313598633 Iteration: 38 || Clusters count: 4 || Log posterior: -5359.0552043194075 || Iter Time:0.01003408432006836 || Total time:6.043727397918701 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -5357.120814667879 || Iter Time:0.003448009490966797 || Total time:6.047175407409668 Iteration: 40 || Clusters count: 4 || Log posterior: -5345.601050932599 || Iter Time:0.010056018829345703 || Total time:6.057231426239014 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -5371.189813650789 || Iter Time:0.003325939178466797 || Total time:6.0605573654174805 Iteration: 42 || Clusters count: 4 || Log posterior: -5369.061020477091 || Iter Time:0.010473012924194336 || Total time:6.071030378341675 Loading and distributing 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Iteration: 1169 || Clusters count: 4 || Log posterior: -5444.271316644886 || Iter Time:0.0038499832153320312 || Total time:15.54106593132019 Iteration: 1170 || Clusters count: 4 || Log posterior: -5430.5599670276615 || Iter Time:0.010793924331665039 || Total time:15.551859855651855 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1171 || Clusters count: 4 || Log posterior: -5408.059395649982 || Iter Time:0.004077911376953125 || Total time:15.555937767028809 Iteration: 1172 || Clusters count: 4 || Log posterior: -5400.103368126032 || Iter Time:0.010676860809326172 || Total time:15.566614627838135 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1173 || Clusters count: 4 || Log posterior: -5368.766550950464 || Iter Time:0.003902912139892578 || Total time:15.570517539978027 Iteration: 1174 || Clusters count: 4 || Log posterior: -5358.018826537973 || Iter Time:0.011383056640625 || Total time:15.581900596618652 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Iteration: 1529 || Clusters count: 4 || Log posterior: -5381.305762447017 || Iter Time:0.0041141510009765625 || Total time:18.74206042289734 Iteration: 1530 || Clusters count: 4 || Log posterior: -5376.221205311486 || Iter Time:0.010859012603759766 || Total time:18.7529194355011 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1531 || Clusters count: 4 || Log posterior: -5405.19291497017 || Iter Time:0.004117012023925781 || Total time:18.757036447525024 Iteration: 1532 || Clusters count: 4 || Log posterior: -5377.2219114950585 || Iter Time:0.011260032653808594 || Total time:18.768296480178833 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1533 || Clusters count: 4 || Log posterior: -5432.477869526578 || Iter Time:0.004241943359375 || Total time:18.772538423538208 Iteration: 1534 || Clusters count: 4 || Log posterior: -5425.996152597006 || Iter Time:0.012137889862060547 || Total time:18.78467631340027 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Iteration: 1834 || Clusters count: 4 || Log posterior: -5434.332435519268 || Iter Time:0.01135706901550293 || Total time:21.132298707962036 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 4 || Log posterior: -5444.443275666847 || Iter Time:0.004088163375854492 || Total time:21.13638687133789 Iteration: 1836 || Clusters count: 4 || Log posterior: -5415.28906780169 || Iter Time:0.010464906692504883 || Total time:21.146851778030396 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 4 || Log posterior: -5411.9340293154255 || Iter Time:0.004051923751831055 || Total time:21.150903701782227 Iteration: 1838 || Clusters count: 4 || Log posterior: -5400.0344355796215 || Iter Time:0.01041722297668457 || Total time:21.16132092475891 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 4 || Log posterior: 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allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 4 || Log posterior: -5417.875262037463 || Iter Time:0.004246950149536133 || Total time:21.209081649780273 Iteration: 1846 || Clusters count: 4 || Log posterior: -5394.249081118074 || Iter Time:0.010741949081420898 || Total time:21.219823598861694 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 4 || Log posterior: -5365.782218734467 || Iter Time:0.004064083099365234 || Total time:21.22388768196106 Iteration: 1848 || Clusters count: 4 || Log posterior: -5357.544256174217 || Iter Time:0.010526895523071289 || Total time:21.23441457748413 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 4 || Log posterior: -5401.947043616105 || Iter Time:0.004327058792114258 || Total time:21.238741636276245 Iteration: 1850 || Clusters count: 4 || Log posterior: -5382.467502285979 || Iter Time:0.01149892807006836 || Total 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Log posterior: -5372.014720293671 || Iter Time:0.010503053665161133 || Total time:21.29520058631897 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 4 || Log posterior: -5360.672308571706 || Iter Time:0.00413823127746582 || Total time:21.299338817596436 Iteration: 1858 || Clusters count: 4 || Log posterior: -5343.021628477166 || Iter Time:0.010376930236816406 || Total time:21.309715747833252 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 4 || Log posterior: -5398.997903163011 || Iter Time:0.004097938537597656 || Total time:21.31381368637085 Iteration: 1860 || Clusters count: 4 || Log posterior: -5383.290082272377 || Iter Time:0.010315179824829102 || Total time:21.32412886619568 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 4 || Log posterior: -5401.44574328019 || Iter Time:0.004194974899291992 || Total time:21.32832384109497 Iteration: 1862 || Clusters count: 4 || Log posterior: -5389.900449693718 || Iter Time:0.010581016540527344 || Total time:21.338904857635498 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 4 || Log posterior: -5401.288645318402 || Iter Time:0.0040471553802490234 || Total time:21.342952013015747 Iteration: 1864 || Clusters count: 4 || Log posterior: -5387.3616464728875 || Iter Time:0.010735034942626953 || Total time:21.353687047958374 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 4 || Log posterior: -5427.542786968359 || Iter Time:0.0040988922119140625 || Total time:21.357785940170288 Iteration: 1866 || Clusters count: 4 || Log posterior: -5412.991203635148 || Iter Time:0.010626077651977539 || Total time:21.368412017822266 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 4 || Log posterior: -5413.360731641369 || Iter Time:0.003923892974853516 || Total time:21.37233591079712 Iteration: 1868 || Clusters count: 4 || Log posterior: -5401.1799550107635 || Iter Time:0.010909080505371094 || Total time:21.38324499130249 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 4 || Log posterior: -5400.511578152447 || Iter Time:0.004264116287231445 || Total time:21.38750910758972 Iteration: 1870 || Clusters count: 4 || Log posterior: -5396.994916770931 || Iter Time:0.011098861694335938 || Total time:21.398607969284058 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 4 || Log posterior: -5381.453092155934 || Iter Time:0.0042688846588134766 || Total time:21.40287685394287 Iteration: 1872 || Clusters count: 4 || Log posterior: -5374.891372422002 || Iter Time:0.011169910430908203 || Total time:21.41404676437378 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 4 || Log posterior: -5391.224400461269 || Iter Time:0.004498004913330078 || Total time:21.41854476928711 Iteration: 1874 || Clusters count: 4 || Log posterior: -5384.343089956023 || Iter Time:0.011318206787109375 || Total time:21.42986297607422 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 4 || Log posterior: -5385.958607846587 || Iter Time:0.0042459964752197266 || Total time:21.43410897254944 Iteration: 1876 || Clusters count: 4 || Log posterior: -5374.431246473667 || Iter Time:0.010798931121826172 || Total time:21.444907903671265 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 4 || Log posterior: -5376.641763303548 || Iter Time:0.0041599273681640625 || Total time:21.44906783103943 Iteration: 1878 || Clusters count: 4 || Log posterior: -5364.12249583997 || Iter Time:0.010825872421264648 || Total time:21.459893703460693 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 4 || Log posterior: -5404.432634790832 || Iter Time:0.004400968551635742 || Total time:21.46429467201233 Iteration: 1880 || Clusters count: 4 || Log posterior: -5389.33361793841 || Iter Time:0.011143922805786133 || Total time:21.475438594818115 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 4 || Log posterior: -5378.749665773596 || Iter Time:0.004232168197631836 || Total time:21.479670763015747 Iteration: 1882 || Clusters count: 4 || Log posterior: -5363.306075202847 || Iter Time:0.010586023330688477 || Total time:21.490256786346436 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 4 || Log posterior: -5384.042652760347 || Iter Time:0.00410914421081543 || Total time:21.49436593055725 Iteration: 1884 || Clusters count: 4 || Log posterior: -5377.007022030909 || Iter Time:0.010325193405151367 || Total time:21.504691123962402 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 4 || Log posterior: -5385.551321136424 || Iter Time:0.004127025604248047 || Total time:21.50881814956665 Iteration: 1886 || Clusters count: 4 || Log posterior: -5368.711266173487 || Iter Time:0.011052846908569336 || Total time:21.51987099647522 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 4 || Log posterior: -5394.476262579195 || Iter Time:0.004241943359375 || Total time:21.524112939834595 Iteration: 1888 || Clusters count: 4 || Log posterior: -5389.999398161792 || Iter Time:0.011295795440673828 || Total time:21.53540873527527 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 4 || Log posterior: -5404.56541108094 || Iter Time:0.03369784355163574 || Total time:21.569106578826904 Iteration: 1890 || Clusters count: 4 || Log posterior: -5388.398417464948 || Iter Time:0.010194778442382812 || Total time:21.579301357269287 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 4 || Log posterior: -5394.810339149664 || Iter Time:0.0038869380950927734 || Total time:21.58318829536438 Iteration: 1892 || Clusters count: 4 || Log posterior: -5382.982099365931 || Iter Time:0.009811162948608398 || Total time:21.59299945831299 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 4 || Log posterior: -5404.801037290165 || Iter Time:0.0038099288940429688 || Total time:21.59680938720703 Iteration: 1894 || Clusters count: 4 || Log posterior: -5393.285897234892 || Iter Time:0.009705066680908203 || Total time:21.60651445388794 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 4 || Log posterior: -5424.1367440160675 || Iter Time:0.003998994827270508 || Total time:21.61051344871521 Iteration: 1896 || Clusters count: 4 || Log posterior: -5407.662743584524 || Iter Time:0.009776115417480469 || Total time:21.62028956413269 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 4 || Log posterior: -5406.463100027467 || Iter Time:0.004055976867675781 || Total time:21.624345541000366 Iteration: 1898 || Clusters count: 4 || Log posterior: -5400.542645146358 || Iter Time:0.010355949401855469 || Total time:21.63470149040222 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 4 || Log posterior: -5416.453632297749 || Iter Time:0.004021167755126953 || Total time:21.63872265815735 Iteration: 1900 || Clusters count: 4 || Log posterior: -5395.69685487269 || Iter Time:0.009716033935546875 || Total time:21.648438692092896 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 4 || Log posterior: -5414.185423686021 || Iter Time:0.0040130615234375 || Total time:21.652451753616333 Iteration: 1902 || Clusters count: 4 || Log posterior: -5407.304320966612 || Iter Time:0.009721994400024414 || Total time:21.662173748016357 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 4 || Log posterior: -5397.781618262756 || Iter Time:0.0039730072021484375 || Total time:21.666146755218506 Iteration: 1904 || Clusters count: 4 || Log posterior: -5381.528295111891 || Iter Time:0.009904861450195312 || Total time:21.6760516166687 Loading and distributing data: 0.000154 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 4 || Log posterior: -5410.245067382542 || Iter Time:0.003626108169555664 || Total time:21.679677724838257 Iteration: 1906 || Clusters count: 4 || Log posterior: -5402.27965831175 || Iter Time:0.009534120559692383 || Total time:21.68921184539795 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 4 || Log posterior: -5405.545207889813 || Iter Time:0.003674030303955078 || Total time:21.692885875701904 Iteration: 1908 || Clusters count: 4 || Log posterior: -5397.705066245771 || Iter Time:0.009994983673095703 || Total time:21.702880859375 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 4 || Log posterior: -5401.400911065515 || Iter Time:0.0038449764251708984 || Total time:21.70672583580017 Iteration: 1910 || Clusters count: 4 || Log posterior: -5386.291153554684 || Iter Time:0.010347127914428711 || Total time:21.7170729637146 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 4 || Log posterior: -5408.090032719931 || Iter Time:0.003980875015258789 || Total time:21.72105383872986 Iteration: 1912 || Clusters count: 4 || Log posterior: -5399.580614789652 || Iter Time:0.010135889053344727 || Total time:21.731189727783203 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 4 || Log posterior: -5405.6373477480465 || Iter Time:0.003840923309326172 || Total time:21.73503065109253 Iteration: 1914 || Clusters count: 4 || Log posterior: -5396.067763031168 || Iter Time:0.010280847549438477 || Total time:21.745311498641968 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 4 || Log posterior: -5408.008673628629 || Iter Time:0.004054069519042969 || Total time:21.74936556816101 Iteration: 1916 || Clusters count: 4 || Log posterior: -5408.041842545824 || Iter Time:0.010036945343017578 || Total time:21.75940251350403 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 4 || Log posterior: -5383.538787454053 || Iter Time:0.004225015640258789 || Total time:21.763627529144287 Iteration: 1918 || Clusters count: 4 || Log posterior: -5373.008538553108 || Iter Time:0.010078907012939453 || Total time:21.773706436157227 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 4 || Log posterior: -5425.541515478061 || Iter Time:0.0039331912994384766 || Total time:21.777639627456665 Iteration: 1920 || Clusters count: 4 || Log posterior: -5416.798544905324 || Iter Time:0.009918212890625 || Total time:21.78755784034729 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 4 || Log posterior: -5407.687515098177 || Iter Time:0.003914833068847656 || Total time:21.791472673416138 Iteration: 1922 || Clusters count: 4 || Log posterior: -5403.815989272406 || Iter Time:0.009858846664428711 || Total time:21.801331520080566 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 4 || Log posterior: -5396.483672603127 || Iter Time:0.003965139389038086 || Total time:21.805296659469604 Iteration: 1924 || Clusters count: 4 || Log posterior: -5389.704390762769 || Iter Time:0.010086774826049805 || Total time:21.815383434295654 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 4 || Log posterior: -5399.330463717677 || Iter Time:0.004103899002075195 || Total time:21.81948733329773 Iteration: 1926 || Clusters count: 4 || Log posterior: -5380.60175702209 || Iter Time:0.010182857513427734 || Total time:21.829670190811157 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 4 || Log posterior: -5403.614175810569 || Iter Time:0.004034996032714844 || Total time:21.833705186843872 Iteration: 1928 || Clusters count: 4 || Log posterior: -5385.235348704923 || Iter Time:0.010377883911132812 || Total time:21.844083070755005 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 4 || Log posterior: -5400.692394187186 || Iter Time:0.004179954528808594 || Total time:21.848263025283813 Iteration: 1930 || Clusters count: 4 || Log posterior: -5397.205656540009 || Iter Time:0.010584831237792969 || Total time:21.858847856521606 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 4 || Log posterior: -5435.358968483067 || Iter Time:0.004303932189941406 || Total time:21.863151788711548 Iteration: 1932 || Clusters count: 4 || Log posterior: -5429.654809452454 || Iter Time:0.011605978012084961 || Total time:21.874757766723633 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 4 || Log posterior: -5419.238431968306 || Iter Time:0.004525184631347656 || Total time:21.87928295135498 Iteration: 1934 || Clusters count: 4 || Log posterior: -5415.4174674367705 || Iter Time:0.011089086532592773 || Total time:21.890372037887573 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 4 || Log posterior: -5427.476333044741 || Iter Time:0.004419088363647461 || Total time:21.89479112625122 Iteration: 1936 || Clusters count: 4 || Log posterior: -5406.090324933373 || Iter Time:0.011277914047241211 || Total time:21.906069040298462 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 4 || Log posterior: -5399.526298261904 || Iter Time:0.00423884391784668 || Total time:21.91030788421631 Iteration: 1938 || Clusters count: 4 || Log posterior: -5396.205972135339 || Iter Time:0.010837793350219727 || Total time:21.92114567756653 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 4 || Log posterior: -5378.747542393985 || Iter Time:0.004222869873046875 || Total time:21.925368547439575 Iteration: 1940 || Clusters count: 4 || Log posterior: -5374.024699641521 || Iter Time:0.010352134704589844 || Total time:21.935720682144165 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 4 || Log posterior: -5400.261254835414 || Iter Time:0.00447392463684082 || Total time:21.940194606781006 Iteration: 1942 || Clusters count: 4 || Log posterior: -5387.388711348745 || Iter Time:0.010736942291259766 || Total time:21.950931549072266 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 4 || Log posterior: -5356.690786367923 || Iter Time:0.004228115081787109 || Total time:21.955159664154053 Iteration: 1944 || Clusters count: 4 || Log posterior: -5348.272081031687 || Iter Time:0.010805130004882812 || Total time:21.965964794158936 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 4 || Log posterior: -5357.0305329760395 || Iter Time:0.0043659210205078125 || Total time:21.970330715179443 Iteration: 1946 || Clusters count: 4 || Log posterior: -5347.744545778262 || Iter Time:0.01070094108581543 || Total time:21.98103165626526 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 4 || Log posterior: -5433.975876049329 || Iter Time:0.004359006881713867 || Total time:21.985390663146973 Iteration: 1948 || Clusters count: 4 || Log posterior: -5408.601730390853 || Iter Time:0.010315895080566406 || Total time:21.99570655822754 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 4 || Log posterior: -5428.449072874489 || Iter Time:0.004291057586669922 || Total time:21.99999761581421 Iteration: 1950 || Clusters count: 4 || Log posterior: -5417.837684150373 || Iter Time:0.010537147521972656 || Total time:22.01053476333618 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 4 || Log posterior: -5418.653697640711 || Iter Time:0.004296064376831055 || Total time:22.014830827713013 Iteration: 1952 || Clusters count: 4 || Log posterior: -5408.1306206784575 || Iter Time:0.011568069458007812 || Total time:22.02639889717102 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 4 || Log posterior: -5385.77830612633 || Iter Time:0.004466056823730469 || Total time:22.03086495399475 Iteration: 1954 || Clusters count: 4 || Log posterior: -5382.241335011355 || Iter Time:0.011435985565185547 || Total time:22.042300939559937 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 4 || Log posterior: -5410.710108692254 || Iter Time:0.0044100284576416016 || Total time:22.046710968017578 Iteration: 1956 || Clusters count: 4 || Log posterior: -5400.2085978838695 || Iter Time:0.010654926300048828 || Total time:22.057365894317627 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 4 || Log posterior: -5423.794179945959 || Iter Time:0.004488945007324219 || Total time:22.06185483932495 Iteration: 1958 || Clusters count: 4 || Log posterior: -5413.72560853073 || Iter Time:0.011197090148925781 || Total time:22.073051929473877 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 4 || Log posterior: -5405.741947079239 || Iter Time:0.004456996917724609 || Total time:22.0775089263916 Iteration: 1960 || Clusters count: 4 || Log posterior: -5392.819507740293 || Iter Time:0.010999202728271484 || Total time:22.088508129119873 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 4 || Log posterior: -5416.310813788808 || Iter Time:0.004308938980102539 || Total time:22.092817068099976 Iteration: 1962 || Clusters count: 4 || Log posterior: -5391.266829635142 || Iter Time:0.010603189468383789 || Total time:22.10342025756836 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 4 || Log posterior: -5431.492726592816 || Iter Time:0.0042841434478759766 || Total time:22.107704401016235 Iteration: 1964 || Clusters count: 4 || Log posterior: -5412.3920584001935 || Iter Time:0.010713815689086914 || Total time:22.118418216705322 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 4 || Log posterior: -5410.760487600127 || Iter Time:0.00400090217590332 || Total time:22.122419118881226 Iteration: 1966 || Clusters count: 4 || Log posterior: -5397.330277689422 || Iter Time:0.01058197021484375 || Total time:22.13300108909607 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 4 || Log posterior: -5390.403128391553 || Iter Time:0.00444793701171875 || Total time:22.137449026107788 Iteration: 1968 || Clusters count: 4 || Log posterior: -5374.736423299509 || Iter Time:0.010790824890136719 || Total time:22.148239850997925 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 4 || Log posterior: -5412.186599478881 || Iter Time:0.004519939422607422 || Total time:22.152759790420532 Iteration: 1970 || Clusters count: 4 || Log posterior: -5397.632701804432 || Iter Time:0.010648012161254883 || Total time:22.163407802581787 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 4 || Log posterior: -5400.7987755411505 || Iter Time:0.004608869552612305 || Total time:22.1680166721344 Iteration: 1972 || Clusters count: 4 || Log posterior: -5399.889136961094 || Iter Time:0.01070404052734375 || Total time:22.178720712661743 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 4 || Log posterior: -5409.498657083915 || Iter Time:0.004420042037963867 || Total time:22.183140754699707 Iteration: 1974 || Clusters count: 4 || Log posterior: -5393.66070412126 || Iter Time:0.010386943817138672 || Total time:22.193527698516846 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 4 || Log posterior: -5388.372627154094 || Iter Time:0.004582881927490234 || Total time:22.198110580444336 Iteration: 1976 || Clusters count: 4 || Log posterior: -5381.331224953461 || Iter Time:0.010876893997192383 || Total time:22.20898747444153 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 4 || Log posterior: -5385.261026893441 || Iter Time:0.004502058029174805 || Total time:22.213489532470703 Iteration: 1978 || Clusters count: 4 || Log posterior: -5362.637391634644 || Iter Time:0.011918067932128906 || Total time:22.225407600402832 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 4 || Log posterior: -5353.653721710207 || Iter Time:0.0042819976806640625 || Total time:22.229689598083496 Iteration: 1980 || Clusters count: 4 || Log posterior: -5345.151559282368 || Iter Time:0.011085987091064453 || Total time:22.24077558517456 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 4 || Log posterior: -5382.385065256437 || Iter Time:0.004158973693847656 || Total time:22.244934558868408 Iteration: 1982 || Clusters count: 4 || Log posterior: -5379.031756382289 || Iter Time:0.011654853820800781 || Total time:22.25658941268921 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 4 || Log posterior: -5383.411421478738 || Iter Time:0.0043811798095703125 || Total time:22.26097059249878 Iteration: 1984 || Clusters count: 4 || Log posterior: -5375.565052400017 || Iter Time:0.042215824127197266 || Total time:22.303186416625977 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 4 || Log posterior: -5365.141758204094 || Iter Time:0.004199981689453125 || Total time:22.30738639831543 Iteration: 1986 || Clusters count: 4 || Log posterior: -5356.698212795538 || Iter Time:0.010834932327270508 || Total time:22.3182213306427 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 4 || Log posterior: -5400.821656148322 || Iter Time:0.004739046096801758 || Total time:22.322960376739502 Iteration: 1988 || Clusters count: 4 || Log posterior: -5391.926458252252 || Iter Time:0.010442018508911133 || Total time:22.333402395248413 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 4 || Log posterior: -5365.6476540813255 || Iter Time:0.004539012908935547 || Total time:22.33794140815735 Iteration: 1990 || Clusters count: 4 || Log posterior: -5364.337547177294 || Iter Time:0.01174306869506836 || Total time:22.349684476852417 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 4 || Log posterior: -5359.836917728763 || Iter Time:0.0037221908569335938 || Total time:22.35340666770935 Iteration: 1992 || Clusters count: 4 || Log posterior: -5353.847787114606 || Iter Time:0.010476827621459961 || Total time:22.36388349533081 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 4 || Log posterior: -5352.875667766457 || Iter Time:0.00434422492980957 || Total time:22.36822772026062 Iteration: 1994 || Clusters count: 4 || Log posterior: -5341.564363093056 || Iter Time:0.011349916458129883 || Total time:22.37957763671875 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 4 || Log posterior: -5416.744878670477 || Iter Time:0.003683805465698242 || Total time:22.38326144218445 Iteration: 1996 || Clusters count: 4 || Log posterior: -5394.309176242007 || Iter Time:0.009499073028564453 || Total time:22.392760515213013 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 4 || Log posterior: -5401.00248390902 || Iter Time:0.0038900375366210938 || Total time:22.396650552749634 Iteration: 1998 || Clusters count: 4 || Log posterior: -5396.4811463284395 || Iter Time:0.011082887649536133 || Total time:22.40773344039917 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 4 || Log posterior: -5372.8340607626815 || Iter Time:0.0043561458587646484 || Total time:22.412089586257935 Iteration: 2000 || Clusters count: 4 || Log posterior: -5364.462071219596 || Iter Time:0.011822938919067383 || Total time:22.423912525177002 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 4 || Log posterior: -5383.442715910728 || Iter Time:0.004108905792236328 || Total time:22.42802143096924 Iteration: 2002 || Clusters count: 4 || Log posterior: -5370.8191446209985 || Iter Time:0.012964963912963867 || Total time:22.440986394882202 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 4 || Log posterior: -5420.72018821983 || Iter Time:0.004647016525268555 || Total time:22.44563341140747 Iteration: 2004 || Clusters count: 4 || Log posterior: -5408.834228354167 || Iter Time:0.012392044067382812 || Total time:22.458025455474854 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 4 || Log posterior: -5425.083315457149 || Iter Time:0.004380941390991211 || Total time:22.462406396865845 Iteration: 2006 || Clusters count: 4 || Log posterior: -5401.5160213104755 || Iter Time:0.011065006256103516 || Total time:22.47347140312195 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 4 || Log posterior: -5411.56872576579 || Iter Time:0.0046160221099853516 || Total time:22.478087425231934 Iteration: 2008 || Clusters count: 4 || Log posterior: -5386.042535031349 || Iter Time:0.011924982070922852 || Total time:22.490012407302856 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 4 || Log posterior: -5408.181980229017 || Iter Time:0.004395961761474609 || Total time:22.49440836906433 Iteration: 2010 || Clusters count: 4 || Log posterior: -5396.5359963679 || Iter Time:0.011338949203491211 || Total time:22.505747318267822 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 4 || Log posterior: -5404.003984069465 || Iter Time:0.004314899444580078 || Total time:22.510062217712402 Iteration: 2012 || Clusters count: 4 || Log posterior: -5399.98966384235 || Iter Time:0.011234045028686523 || Total time:22.52129626274109 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 4 || Log posterior: -5398.921925198444 || Iter Time:0.004284858703613281 || Total time:22.525581121444702 Iteration: 2014 || Clusters count: 4 || Log posterior: -5392.290452550185 || Iter Time:0.011137008666992188 || Total time:22.536718130111694 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 4 || Log posterior: -5383.6707599602105 || Iter Time:0.004050016403198242 || Total time:22.540768146514893 Iteration: 2016 || Clusters count: 4 || Log posterior: -5373.699918935354 || Iter Time:0.011044979095458984 || Total time:22.55181312561035 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 4 || Log posterior: -5358.178414281355 || Iter Time:0.003977060317993164 || Total time:22.555790185928345 Iteration: 2018 || Clusters count: 4 || Log posterior: -5348.882657188894 || Iter Time:0.010753870010375977 || Total time:22.56654405593872 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 4 || Log posterior: -5386.838298278176 || Iter Time:0.00399017333984375 || Total time:22.570534229278564 Iteration: 2020 || Clusters count: 4 || Log posterior: -5370.7928976617695 || Iter Time:0.010504007339477539 || Total time:22.581038236618042 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 4 || Log posterior: -5396.567245189376 || Iter Time:0.0038390159606933594 || Total time:22.584877252578735 Iteration: 2022 || Clusters count: 4 || Log posterior: -5389.76800994844 || Iter Time:0.011090993881225586 || Total time:22.59596824645996 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 4 || Log posterior: -5399.519574036987 || Iter Time:0.004235029220581055 || Total time:22.600203275680542 Iteration: 2024 || Clusters count: 4 || Log posterior: -5375.249435944405 || Iter Time:0.010848045349121094 || Total time:22.611051321029663 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 4 || Log posterior: -5413.081271811671 || Iter Time:0.004109859466552734 || Total time:22.615161180496216 Iteration: 2026 || Clusters count: 4 || Log posterior: -5405.411251106713 || Iter Time:0.010627031326293945 || Total time:22.62578821182251 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 4 || Log posterior: -5403.05047511844 || Iter Time:0.004225015640258789 || Total time:22.63001322746277 Iteration: 2028 || Clusters count: 4 || Log posterior: -5386.882524415923 || Iter Time:0.010759115219116211 || Total time:22.640772342681885 Avg NMI: 0.38631775751961844 Full NMI: 0.38511159205258827 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m12.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 175.72s PkgEval succeeded after 295.51s