Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1786 (45ee44a91e*) started at 2026-02-22T18:56:39.456 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 11.95s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.17 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.71s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5036.7 ms ✓ Clustering 11092.7 ms ✓ KernelFunctions 11880.5 ms ✓ Distributions 4499.2 ms ✓ Distributions → DistributionsChainRulesCoreExt 4607.6 ms ✓ Distributions → DistributionsTestExt 11046.4 ms ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 51 seconds. 98 already precompiled. Precompilation completed after 72.26s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_YUY3Y6/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_YUY3Y6/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.17 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.484846 seconds (952.29 k allocations: 59.878 MiB, 6.39% gc time, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:19.09572410583496 || Total time:19.09572410583496 Iteration: 1 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005808830261230469 || Total time:19.10153293609619 Iteration: 2 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.0053560733795166016 || Total time:19.106889009475708 Iteration: 3 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005568027496337891 || Total time:19.112457036972046 Iteration: 4 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005445957183837891 || Total time:19.117902994155884 Iteration: 5 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.016275882720947266 || Total time:19.13417887687683 Iteration: 6 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005347013473510742 || Total time:19.139525890350342 Iteration: 7 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005254983901977539 || Total time:19.14478087425232 Iteration: 8 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005397796630859375 || Total time:19.15017867088318 Iteration: 9 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005469083786010742 || Total time:19.15564775466919 Iteration: 10 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005406856536865234 || Total time:19.161054611206055 Iteration: 11 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.0052089691162109375 || Total time:19.166263580322266 Iteration: 12 || Clusters count: 1 || Log posterior: -233213.81923629093 || Iter Time:0.005388975143432617 || Total time:19.1716525554657 Iteration: 13 || Clusters count: 2 || Log posterior: -232951.31558591308 || Iter Time:4.19474196434021 || Total time:23.366394519805908 Iteration: 14 || Clusters count: 2 || Log posterior: -232957.2362412741 || Iter Time:0.006188869476318359 || Total time:23.372583389282227 Iteration: 15 || Clusters count: 2 || Log posterior: -232941.74292221313 || Iter Time:0.0055239200592041016 || Total time:23.37810730934143 Iteration: 16 || Clusters count: 2 || Log posterior: -232939.0537682556 || Iter Time:0.0057430267333984375 || Total time:23.38385033607483 Iteration: 17 || Clusters count: 2 || Log posterior: -232938.01089841308 || Iter Time:0.005589008331298828 || Total time:23.389439344406128 Iteration: 18 || Clusters count: 2 || Log posterior: -232952.16793077678 || Iter Time:0.005612850189208984 || Total time:23.395052194595337 Iteration: 19 || Clusters count: 2 || Log posterior: -232936.97866949547 || Iter Time:0.005535125732421875 || Total time:23.40058732032776 Iteration: 20 || Clusters count: 2 || Log posterior: -232849.08667221313 || Iter Time:1.5354349613189697 || Total time:24.93602228164673 Loading and distributing data: 0.187996 seconds (141 allocations: 396.023 KiB, 99.27% gc time) Iteration: 21 || Clusters count: 2 || Log posterior: -233049.22419152735 || Iter Time:0.033537864685058594 || Total time:24.969560146331787 Iteration: 22 || Clusters count: 2 || Log posterior: -232958.53217271343 || Iter Time:0.0059452056884765625 || Total time:24.975505352020264 Iteration: 23 || Clusters count: 2 || Log posterior: -232978.3615147649 || Iter Time:0.005922794342041016 || Total time:24.981428146362305 Iteration: 24 || Clusters count: 2 || Log posterior: -232957.28934891892 || Iter Time:0.005800962448120117 || Total time:24.987229108810425 Iteration: 25 || Clusters count: 2 || Log posterior: -232959.62770748715 || Iter Time:0.0058519840240478516 || Total time:24.993081092834473 Iteration: 26 || Clusters count: 2 || Log posterior: -232973.50270748715 || Iter Time:0.005767107009887695 || Total time:24.99884819984436 Iteration: 27 || Clusters count: 2 || Log posterior: -232984.46306265457 || Iter Time:0.0055999755859375 || Total time:25.004448175430298 Iteration: 28 || Clusters count: 3 || Log posterior: -232727.79608759593 || Iter Time:0.007556915283203125 || Total time:25.0120050907135 Iteration: 29 || Clusters count: 3 || Log posterior: -232592.51641326066 || Iter Time:0.006087064743041992 || Total time:25.018092155456543 Iteration: 30 || Clusters count: 3 || Log posterior: -232550.83948244347 || Iter Time:0.006093025207519531 || Total time:25.024185180664062 Iteration: 31 || Clusters count: 4 || Log posterior: -232180.7729914547 || Iter Time:0.007932901382446289 || Total time:25.03211808204651 Iteration: 32 || Clusters count: 4 || Log posterior: -232086.26830033408 || Iter Time:0.006321907043457031 || Total time:25.038439989089966 Iteration: 33 || Clusters count: 4 || Log posterior: -232077.95861042873 || Iter Time:0.006307125091552734 || Total time:25.04474711418152 Iteration: 34 || Clusters count: 4 || Log posterior: -232076.0155232499 || Iter Time:0.006422996520996094 || Total time:25.051170110702515 Iteration: 35 || Clusters count: 4 || Log posterior: -232001.8841573116 || Iter Time:0.006721973419189453 || Total time:25.057892084121704 Iteration: 36 || Clusters count: 4 || Log posterior: -231978.5493784133 || Iter Time:0.006498098373413086 || Total time:25.064390182495117 Iteration: 37 || Clusters count: 4 || Log posterior: -231950.75773852065 || Iter Time:0.006513833999633789 || Total time:25.07090401649475 Iteration: 38 || Clusters count: 4 || Log posterior: -231959.79496531768 || Iter Time:0.006757020950317383 || Total time:25.07766103744507 Iteration: 39 || Clusters count: 4 || Log posterior: -231949.0546745982 || Iter Time:0.0068051815032958984 || Total time:25.084466218948364 Iteration: 40 || Clusters count: 4 || Log posterior: -231965.01876739098 || Iter Time:0.006440162658691406 || Total time:25.090906381607056 Iteration: 41 || Clusters count: 4 || Log posterior: -231871.0380172361 || Iter Time:0.0062999725341796875 || Total time:25.097206354141235 Loading and distributing data: 0.000613 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262043.9902164702 || Iter Time:0.006666898727416992 || Total time:25.103873252868652 Iteration: 43 || Clusters count: 4 || Log posterior: -261982.73771750223 || Iter Time:0.006390810012817383 || Total time:25.11026406288147 Iteration: 44 || Clusters count: 4 || Log posterior: -261961.84070786968 || Iter Time:0.006422996520996094 || Total time:25.116687059402466 Iteration: 45 || Clusters count: 5 || Log posterior: -261526.5426008288 || Iter Time:0.007647991180419922 || Total time:25.124335050582886 Iteration: 46 || Clusters count: 5 || Log posterior: -261403.90159067666 || Iter Time:0.007010936737060547 || Total time:25.131345987319946 Iteration: 47 || Clusters count: 5 || Log posterior: -261412.91051344745 || Iter Time:0.007173061370849609 || Total time:25.138519048690796 Iteration: 48 || Clusters count: 6 || Log posterior: -261099.8055750878 || Iter Time:0.008379936218261719 || Total time:25.146898984909058 Iteration: 49 || Clusters count: 6 || Log posterior: -260970.5162190802 || Iter Time:0.007363080978393555 || Total time:25.15426206588745 Iteration: 50 || Clusters count: 6 || Log posterior: -260944.86681146504 || Iter Time:0.007617950439453125 || Total time:25.161880016326904 Iteration: 51 || Clusters count: 6 || Log posterior: -260951.14549981646 || Iter Time:0.00795602798461914 || Total time:25.169836044311523 Iteration: 52 || Clusters count: 6 || Log posterior: -260941.99106027625 || Iter Time:0.007734060287475586 || Total time:25.177570104599 Iteration: 53 || Clusters count: 6 || Log posterior: -260960.460267823 || Iter Time:0.0074520111083984375 || Total time:25.185022115707397 Iteration: 54 || Clusters count: 6 || Log posterior: -260944.00054623815 || Iter Time:0.00755000114440918 || Total time:25.192572116851807 Iteration: 55 || Clusters count: 7 || Log posterior: -260617.72215627183 || Iter Time:0.010807991027832031 || Total time:25.20338010787964 Iteration: 56 || Clusters count: 7 || Log posterior: -260555.63068842993 || Iter Time:0.009025812149047852 || Total time:25.212405920028687 Iteration: 57 || Clusters count: 7 || Log posterior: -260533.222149253 || Iter Time:0.04496479034423828 || Total time:25.257370710372925 Iteration: 58 || Clusters count: 7 || Log posterior: -260523.79124708762 || Iter Time:0.0075681209564208984 || Total time:25.264938831329346 Iteration: 59 || Clusters count: 7 || Log posterior: -260557.39095009633 || Iter Time:0.00763702392578125 || Total time:25.272575855255127 Iteration: 60 || Clusters count: 8 || Log posterior: -260087.5241859949 || Iter Time:0.7175908088684082 || Total time:25.990166664123535 Iteration: 61 || Clusters count: 8 || Log posterior: -260029.9716931956 || Iter Time:0.008222818374633789 || Total time:25.99838948249817 Iteration: 62 || Clusters count: 8 || Log posterior: -259978.79979410503 || Iter Time:0.007570981979370117 || Total time:26.00596046447754 Loading and distributing data: 0.000581 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259535.84364568588 || Iter Time:0.010236978530883789 || Total time:26.016197443008423 Iteration: 64 || Clusters count: 10 || Log posterior: -259362.89565685068 || Iter Time:0.008844852447509766 || Total time:26.025042295455933 Iteration: 65 || Clusters count: 10 || Log posterior: -259335.24242228354 || Iter Time:0.008877038955688477 || Total time:26.03391933441162 Iteration: 66 || Clusters count: 10 || Log posterior: -259326.47541330074 || Iter Time:0.008865833282470703 || Total time:26.042785167694092 Iteration: 67 || Clusters count: 10 || Log posterior: -259317.71773030687 || Iter Time:0.00905609130859375 || Total time:26.051841259002686 Iteration: 68 || Clusters count: 10 || Log posterior: -259337.05315764368 || Iter Time:0.009072065353393555 || Total time:26.06091332435608 Iteration: 69 || Clusters count: 11 || Log posterior: -259017.43215691982 || Iter Time:0.009661197662353516 || Total time:26.070574522018433 Iteration: 70 || Clusters count: 13 || Log posterior: -258458.7934234064 || Iter Time:0.023482084274291992 || Total time:26.094056606292725 Iteration: 71 || Clusters count: 13 || Log posterior: -258321.04196311394 || Iter Time:0.010019779205322266 || Total time:26.104076385498047 Iteration: 72 || Clusters count: 13 || Log posterior: -258325.6769054676 || Iter Time:0.010169029235839844 || Total time:26.114245414733887 Iteration: 73 || Clusters count: 13 || Log posterior: -258331.6012324279 || Iter Time:0.010809898376464844 || Total time:26.12505531311035 Iteration: 74 || Clusters count: 13 || Log posterior: -258326.38243893938 || Iter Time:0.010212182998657227 || Total time:26.13526749610901 Iteration: 75 || Clusters count: 14 || Log posterior: -258017.5732116281 || Iter Time:0.030688047409057617 || Total time:26.165955543518066 Iteration: 76 || Clusters count: 14 || Log posterior: -257988.4289389139 || Iter Time:0.010641098022460938 || Total time:26.176596641540527 Iteration: 77 || Clusters count: 14 || Log posterior: -257995.42919228243 || Iter Time:0.010384082794189453 || Total time:26.186980724334717 Iteration: 78 || Clusters count: 14 || Log posterior: -257993.35540744005 || Iter Time:0.011104822158813477 || Total time:26.19808554649353 Iteration: 79 || Clusters count: 14 || Log posterior: -257990.26225491022 || Iter Time:0.011122941970825195 || Total time:26.209208488464355 Iteration: 80 || Clusters count: 14 || Log posterior: -257992.2920634376 || Iter Time:0.010870933532714844 || Total time:26.22007942199707 Iteration: 81 || Clusters count: 14 || Log posterior: -257992.1175068935 || Iter Time:0.010863065719604492 || Total time:26.230942487716675 Iteration: 82 || Clusters count: 14 || Log posterior: -257996.07999470117 || Iter Time:0.011166095733642578 || Total time:26.242108583450317 Iteration: 83 || Clusters count: 14 || Log posterior: -257971.06744897697 || Iter Time:0.010412931442260742 || Total time:26.252521514892578 Loading and distributing data: 0.000608 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -257267.5779009471 || Iter Time:0.012950897216796875 || Total time:26.265472412109375 Iteration: 85 || Clusters count: 18 || Log posterior: -256375.6657798833 || Iter Time:0.015388965606689453 || Total time:26.280861377716064 Iteration: 86 || Clusters count: 18 || Log posterior: -256284.6358724706 || Iter Time:0.014176130294799805 || Total time:26.295037508010864 Iteration: 87 || Clusters count: 18 || Log posterior: -256267.53786500212 || Iter Time:0.02657604217529297 || Total time:26.321613550186157 Iteration: 88 || Clusters count: 18 || Log posterior: -256272.0541274507 || Iter Time:0.013881921768188477 || Total time:26.335495471954346 Iteration: 89 || Clusters count: 18 || Log posterior: -256273.76805916557 || Iter Time:0.01376795768737793 || Total time:26.349263429641724 Iteration: 90 || Clusters count: 18 || Log posterior: -256271.71262535077 || Iter Time:0.014768123626708984 || Total time:26.364031553268433 Iteration: 91 || Clusters count: 18 || Log posterior: -256264.38724329168 || Iter Time:0.014600992202758789 || Total time:26.37863254547119 Iteration: 92 || Clusters count: 18 || Log posterior: -256274.27883051205 || Iter Time:0.014466047286987305 || Total time:26.39309859275818 Iteration: 93 || Clusters count: 18 || Log posterior: -256283.74029971362 || Iter Time:0.014695882797241211 || Total time:26.40779447555542 Iteration: 94 || Clusters count: 18 || Log posterior: -256265.9225009402 || Iter Time:0.015382051467895508 || Total time:26.423176527023315 Iteration: 95 || Clusters count: 18 || Log posterior: -256263.27111561655 || Iter Time:0.015604019165039062 || Total time:26.438780546188354 Iteration: 96 || Clusters count: 18 || Log posterior: -256276.16639910985 || Iter Time:0.02056097984313965 || Total time:26.459341526031494 Iteration: 97 || Clusters count: 18 || Log posterior: -256274.4839532055 || Iter Time:0.014753103256225586 || Total time:26.47409462928772 Iteration: 98 || Clusters count: 18 || Log posterior: -256282.8653612071 || Iter Time:0.014737844467163086 || Total time:26.488832473754883 Iteration: 99 || Clusters count: 18 || Log posterior: -256275.74147841014 || Iter Time:0.017965078353881836 || Total time:26.506797552108765 Iteration: 100 || Clusters count: 19 || Log posterior: -255896.2186039741 || Iter Time:0.022017955780029297 || Total time:26.528815507888794 Iteration: 101 || Clusters count: 19 || Log posterior: -255851.5765802426 || Iter Time:0.023260116577148438 || Total time:26.552075624465942 Iteration: 102 || Clusters count: 19 || Log posterior: -255856.08465452367 || Iter Time:0.02732396125793457 || Total time:26.579399585723877 Iteration: 103 || Clusters count: 19 || Log posterior: -255856.3212299746 || Iter Time:0.022047042846679688 || Total time:26.601446628570557 Iteration: 104 || Clusters count: 19 || Log posterior: -255853.86059406085 || Iter Time:0.021012067794799805 || Total time:26.622458696365356 Loading and distributing data: 0.000732 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -255502.51818938553 || Iter Time:0.02202010154724121 || Total time:26.644478797912598 Iteration: 106 || Clusters count: 20 || Log posterior: -255453.13128173046 || Iter Time:0.025896787643432617 || Total time:26.67037558555603 Iteration: 107 || Clusters count: 20 || Log posterior: -255442.14535867446 || Iter Time:0.020961999893188477 || Total time:26.69133758544922 Iteration: 108 || Clusters count: 20 || Log posterior: -255440.3975122479 || Iter Time:0.021261930465698242 || Total time:26.712599515914917 Iteration: 109 || Clusters count: 20 || Log posterior: -255448.7811818965 || Iter Time:0.02511882781982422 || Total 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-255080.79090180786 || Iter Time:0.025973081588745117 || Total time:27.468957662582397 Iteration: 138 || Clusters count: 20 || Log posterior: -255076.8816712404 || Iter Time:0.029742002487182617 || Total time:27.49869966506958 Iteration: 139 || Clusters count: 20 || Log posterior: -255079.50674563958 || Iter Time:0.026402950286865234 || Total time:27.525102615356445 Iteration: 140 || Clusters count: 20 || Log posterior: -255086.05235036582 || Iter Time:0.02630901336669922 || Total time:27.551411628723145 Iteration: 141 || Clusters count: 20 || Log posterior: -255077.85218728465 || Iter Time:0.03068399429321289 || Total time:27.582095623016357 Iteration: 142 || Clusters count: 20 || Log posterior: -255079.575880628 || Iter Time:0.026120901107788086 || Total time:27.608216524124146 Iteration: 143 || Clusters count: 20 || Log posterior: -255076.8816712404 || Iter Time:0.025209903717041016 || Total time:27.633426427841187 Iteration: 144 || Clusters count: 20 || Log posterior: -255078.92749621157 || Iter Time:0.029866933822631836 || Total time:27.66329336166382 Iteration: 145 || Clusters count: 20 || Log posterior: -255082.00498598977 || Iter Time:0.025910139083862305 || Total time:27.68920350074768 Iteration: 146 || Clusters count: 20 || Log posterior: -255074.46721538255 || Iter Time:0.02315807342529297 || Total time:27.712361574172974 Loading and distributing data: 0.000671 seconds (141 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255189.15762200166 || Iter Time:0.025732994079589844 || Total time:27.738094568252563 Iteration: 148 || Clusters count: 20 || Log posterior: -255166.55906958753 || Iter Time:0.02561783790588379 || Total time:27.763712406158447 Iteration: 149 || Clusters count: 20 || Log posterior: -255164.96700974982 || Iter Time:0.02529621124267578 || Total time:27.789008617401123 Iteration: 150 || Clusters count: 20 || Log posterior: -255160.44210268938 || Iter Time:0.025812149047851562 || Total 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-254984.19803528846 || Iter Time:0.025487899780273438 || Total time:28.38327169418335 Iteration: 172 || Clusters count: 20 || Log posterior: -254985.12203548764 || Iter Time:0.030521154403686523 || Total time:28.413792848587036 Iteration: 173 || Clusters count: 20 || Log posterior: -254981.6738113159 || Iter Time:0.026067018508911133 || Total time:28.439859867095947 Iteration: 174 || Clusters count: 20 || Log posterior: -254981.6738113159 || Iter Time:0.025417089462280273 || Total time:28.465276956558228 Iteration: 175 || Clusters count: 20 || Log posterior: -254983.67369781272 || Iter Time:0.029618024826049805 || Total time:28.494894981384277 Iteration: 176 || Clusters count: 20 || Log posterior: -254981.1003843886 || Iter Time:0.026740074157714844 || Total time:28.521635055541992 Iteration: 177 || Clusters count: 20 || Log posterior: -254981.1003843886 || Iter Time:0.025983095169067383 || Total time:28.54761815071106 Iteration: 178 || Clusters count: 20 || Log posterior: -254981.1003843886 || Iter Time:0.030047178268432617 || Total time:28.577665328979492 Iteration: 179 || Clusters count: 20 || Log posterior: -254980.5638786453 || Iter Time:0.026556015014648438 || Total time:28.60422134399414 Iteration: 180 || Clusters count: 20 || Log posterior: -254981.44226562692 || Iter Time:0.02617192268371582 || Total time:28.630393266677856 Iteration: 181 || Clusters count: 20 || Log posterior: -254985.23809162716 || Iter Time:0.03026294708251953 || Total time:28.660656213760376 Iteration: 182 || Clusters count: 20 || Log posterior: -254983.85565508413 || Iter Time:0.026109933853149414 || Total time:28.686766147613525 Iteration: 183 || Clusters count: 20 || Log posterior: -254980.5638786453 || Iter Time:0.02604198455810547 || Total time:28.71280813217163 Iteration: 184 || Clusters count: 20 || Log posterior: -254980.5638786453 || Iter Time:0.0257720947265625 || Total time:28.738580226898193 Iteration: 185 || Clusters count: 20 || Log posterior: -254989.9442571177 || Iter Time:0.029963970184326172 || Total time:28.76854419708252 Iteration: 186 || Clusters count: 20 || Log posterior: -254993.86568020578 || Iter Time:0.02586197853088379 || Total time:28.794406175613403 Iteration: 187 || Clusters count: 20 || Log posterior: -254989.28930071628 || Iter Time:0.025080204010009766 || Total time:28.819486379623413 Iteration: 188 || Clusters count: 20 || Log posterior: -254980.5638786453 || Iter Time:0.028234004974365234 || Total time:28.84772038459778 Loading and distributing data: 0.000577 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255281.140683808 || Iter Time:0.02512216567993164 || Total time:28.87284255027771 Iteration: 190 || Clusters count: 20 || Log posterior: -255241.3769818892 || Iter Time:0.034590959548950195 || Total time:28.90743350982666 Iteration: 191 || Clusters count: 20 || Log posterior: -255246.01199340087 || Iter Time:0.03216195106506348 || Total time:28.939595460891724 Iteration: 192 || Clusters count: 20 || Log posterior: -255240.52020668803 || Iter Time:0.02418804168701172 || Total time:28.963783502578735 Iteration: 193 || Clusters count: 20 || Log posterior: -255236.34072754395 || Iter Time:0.024637937545776367 || Total time:28.98842144012451 Iteration: 194 || Clusters count: 20 || Log posterior: -255240.41436131133 || Iter Time:0.02888798713684082 || Total time:29.017309427261353 Iteration: 195 || Clusters count: 20 || Log posterior: -255244.86528412104 || Iter Time:0.024129152297973633 || Total time:29.041438579559326 Iteration: 196 || Clusters count: 20 || Log posterior: -255242.44726326724 || Iter Time:0.02475905418395996 || Total time:29.066197633743286 Iteration: 197 || Clusters count: 20 || Log posterior: -255237.05770525438 || Iter Time:0.028918981552124023 || Total time:29.09511661529541 Iteration: 198 || Clusters count: 20 || Log posterior: -255250.932524134 || Iter Time:0.025204181671142578 || Total time:29.120320796966553 Iteration: 199 || Clusters count: 20 || Log posterior: -255241.67410624385 || Iter Time:0.024490833282470703 || Total time:29.144811630249023 Iteration: 200 || Clusters count: 20 || Log posterior: -255240.80416824075 || Iter Time:0.0291440486907959 || Total time:29.17395567893982 Iteration: 201 || Clusters count: 20 || Log posterior: -255237.63604824265 || Iter Time:0.02593994140625 || Total time:29.19989562034607 Iteration: 202 || Clusters count: 20 || Log posterior: -255243.04103886377 || Iter Time:0.02448892593383789 || Total time:29.224384546279907 Iteration: 203 || Clusters count: 20 || Log posterior: -255243.04103886377 || Iter Time:0.024354934692382812 || Total time:29.24873948097229 Iteration: 204 || Clusters count: 20 || Log posterior: -255238.61808945745 || Iter Time:0.02903890609741211 || Total time:29.277778387069702 Iteration: 205 || Clusters count: 20 || Log posterior: -255239.01388571726 || Iter Time:0.027413129806518555 || Total time:29.30519151687622 Iteration: 206 || Clusters count: 20 || Log posterior: -255249.22986799057 || Iter Time:0.025816917419433594 || Total time:29.331008434295654 Iteration: 207 || Clusters count: 20 || Log posterior: -255245.02186680064 || Iter Time:0.14636993408203125 || Total time:29.477378368377686 Iteration: 208 || Clusters count: 20 || Log posterior: -255245.02186680064 || Iter Time:0.025944948196411133 || Total time:29.503323316574097 Iteration: 209 || Clusters count: 20 || Log posterior: -255238.8107186378 || Iter Time:0.024112939834594727 || Total time:29.52743625640869 NMI: 0.8195104760099085 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m29.3s [39443, 59, 5764, 96478, 64006, 87000, 9601, 202532, 31568, 22643, 19446, 5019, 10014, 50474, 141224, 22533, 30363, 3821, 128086, 29926] Loading and distributing data: 0.000374 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:4.604687929153442 || Total time:4.604687929153442 Iteration: 1 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.002888917922973633 || Total time:4.607576847076416 Iteration: 2 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.0016641616821289062 || Total time:4.609241008758545 Iteration: 3 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.0014410018920898438 || Total time:4.610682010650635 Iteration: 4 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.0014290809631347656 || Total time:4.6121110916137695 Iteration: 5 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.001383066177368164 || Total time:4.613494157791138 Iteration: 6 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.0014090538024902344 || Total time:4.614903211593628 Iteration: 7 || Clusters count: 1 || Log posterior: -7732.042594672179 || Iter Time:0.0013921260833740234 || Total time:4.616295337677002 Iteration: 8 || Clusters count: 2 || Log posterior: -7518.51099631951 || Iter Time:0.15639281272888184 || Total time:4.772688150405884 Iteration: 9 || Clusters count: 2 || Log posterior: -7480.94785307882 || Iter Time:0.0021848678588867188 || Total time:4.7748730182647705 Iteration: 10 || Clusters count: 2 || Log posterior: -7489.760776855967 || Iter Time:0.0019228458404541016 || Total time:4.776795864105225 Iteration: 11 || Clusters count: 2 || Log posterior: -7494.169299044735 || Iter Time:0.001977205276489258 || Total time:4.778773069381714 Iteration: 12 || Clusters count: 2 || Log posterior: -7468.745696185497 || Iter Time:0.0018088817596435547 || Total time:4.780581951141357 Iteration: 13 || Clusters count: 2 || Log posterior: -7470.933738221369 || Iter Time:0.001901865005493164 || Total time:4.782483816146851 Iteration: 14 || Clusters count: 2 || Log posterior: -7451.634195659959 || Iter Time:0.001798868179321289 || Total 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Iteration: 22 || Clusters count: 4 || Log posterior: -6737.439912356759 || Iter Time:0.0025370121002197266 || Total time:4.806443214416504 Iteration: 23 || Clusters count: 4 || Log posterior: -6727.527319249511 || Iter Time:0.0025451183319091797 || Total time:4.808988332748413 Iteration: 24 || Clusters count: 4 || Log posterior: -6716.695543502478 || Iter Time:0.002534151077270508 || Total time:4.811522483825684 Iteration: 25 || Clusters count: 4 || Log posterior: -6722.979325976141 || Iter Time:0.0028841495513916016 || Total time:4.814406633377075 Iteration: 26 || Clusters count: 4 || Log posterior: -6700.440529184163 || Iter Time:0.0025930404663085938 || Total time:4.816999673843384 Iteration: 27 || Clusters count: 4 || Log posterior: -6675.660084165076 || Iter Time:0.002727031707763672 || Total time:4.8197267055511475 Iteration: 28 || Clusters count: 4 || Log posterior: -6696.006856339316 || Iter Time:0.002493143081665039 || Total time:4.8222198486328125 Iteration: 29 || Clusters count: 4 || Log posterior: -6668.6509226738035 || Iter Time:0.002597808837890625 || Total time:4.824817657470703 Iteration: 30 || Clusters count: 4 || Log posterior: -6637.39316991047 || Iter Time:1.648231029510498 || Total time:6.473048686981201 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 1, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 1, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000405 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -6353.434731339683 || Iter Time:0.03042888641357422 || Total time:6.503477573394775 Iteration: 32 || Clusters count: 5 || Log posterior: -6331.909931364414 || Iter Time:0.012030839920043945 || Total time:6.515508413314819 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5710.888736412504 || Iter Time:0.0035309791564941406 || Total time:6.5190393924713135 Iteration: 34 || Clusters count: 5 || Log posterior: -5683.303588745575 || Iter Time:0.012303829193115234 || Total time:6.531343221664429 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5496.339085007343 || Iter Time:0.0040700435638427734 || Total time:6.5354132652282715 Iteration: 36 || Clusters count: 5 || Log posterior: -5474.109363445199 || Iter Time:0.014893770217895508 || Total time:6.550307035446167 Loading and distributing data: 0.000194 seconds (141 allocations: 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|| Clusters count: 10 || Log posterior: -4415.823611713694 || Iter Time:0.007586002349853516 || Total time:6.990318059921265 Iteration: 66 || Clusters count: 10 || Log posterior: -4405.478437042628 || Iter Time:0.023717880249023438 || Total time:7.014035940170288 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -4432.356101959664 || Iter Time:0.009011983871459961 || Total time:7.023047924041748 Iteration: 68 || Clusters count: 10 || Log posterior: -4414.453089829129 || Iter Time:0.02599310874938965 || Total time:7.049041032791138 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -4429.664996088717 || Iter Time:0.008790016174316406 || Total time:7.057831048965454 Iteration: 70 || Clusters count: 10 || Log posterior: -4418.942688459291 || Iter Time:0.025564908981323242 || Total time:7.083395957946777 Loading and distributing 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posterior: -4241.582518208793 || Iter Time:0.013773918151855469 || Total time:9.649977922439575 Iteration: 172 || Clusters count: 13 || Log posterior: -4233.348062978108 || Iter Time:0.0321500301361084 || Total time:9.682127952575684 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 173 || Clusters count: 13 || Log posterior: -4255.886655046686 || Iter Time:0.014230012893676758 || Total time:9.69635796546936 Iteration: 174 || Clusters count: 13 || Log posterior: -4245.86558506107 || Iter Time:0.03438305854797363 || Total time:9.730741024017334 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 175 || Clusters count: 13 || Log posterior: -4205.444422766439 || Iter Time:0.013698101043701172 || Total time:9.744439125061035 Iteration: 176 || Clusters count: 13 || Log posterior: -4184.019553090739 || Iter Time:0.03370094299316406 || Total time:9.7781400680542 Loading and distributing data: 0.000170 seconds (141 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posterior: -4166.370173200852 || Iter Time:0.033329010009765625 || Total time:10.053478479385376 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 189 || Clusters count: 13 || Log posterior: -4228.765184611231 || Iter Time:0.012340784072875977 || Total time:10.065819263458252 Iteration: 190 || Clusters count: 13 || Log posterior: -4216.787346011184 || Iter Time:0.03213000297546387 || Total time:10.097949266433716 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 191 || Clusters count: 13 || Log posterior: -4216.909339906146 || Iter Time:0.01316380500793457 || Total time:10.11111307144165 Iteration: 192 || Clusters count: 13 || Log posterior: -4195.312262848613 || Iter Time:0.06239795684814453 || Total time:10.173511028289795 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 193 || Clusters count: 13 || Log posterior: -4204.25051958648 || Iter Time:0.014240026473999023 || 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13 || Log posterior: -4238.67546132965 || Iter Time:0.015578031539916992 || Total time:10.342440128326416 Iteration: 200 || Clusters count: 13 || Log posterior: -4230.184458861883 || Iter Time:0.03618788719177246 || Total time:10.378628015518188 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 201 || Clusters count: 13 || Log posterior: -4225.082293071203 || Iter Time:0.013686895370483398 || Total time:10.392314910888672 Iteration: 202 || Clusters count: 13 || Log posterior: -4212.7568859137755 || Iter Time:0.0333249568939209 || Total time:10.425639867782593 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 203 || Clusters count: 13 || Log posterior: -4225.457812179644 || Iter Time:0.01436614990234375 || Total time:10.440006017684937 Iteration: 204 || Clusters count: 13 || Log posterior: -4213.861729453471 || Iter Time:0.03480195999145508 || Total time:10.474807977676392 Loading and distributing data: 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Iteration: 216 || Clusters count: 14 || Log posterior: -4242.574776330211 || Iter Time:0.05581378936767578 || Total time:10.789793491363525 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 217 || Clusters count: 14 || Log posterior: -4242.720395450438 || Iter Time:0.012681007385253906 || Total time:10.80247449874878 Iteration: 218 || Clusters count: 14 || Log posterior: -4235.730815131752 || Iter Time:0.036894798278808594 || Total time:10.839369297027588 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 219 || Clusters count: 14 || Log posterior: -4203.165325664098 || Iter Time:0.013014078140258789 || Total time:10.852383375167847 Iteration: 220 || Clusters count: 14 || Log posterior: -4187.996554322774 || Iter Time:0.03551793098449707 || Total time:10.887901306152344 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 221 || Clusters count: 14 || Log posterior: 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Iteration: 316 || Clusters count: 13 || Log posterior: -4163.402307657355 || Iter Time:0.03517794609069824 || Total time:13.486674070358276 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 317 || Clusters count: 13 || Log posterior: -4189.611279784322 || Iter Time:0.013975143432617188 || Total time:13.500649213790894 Iteration: 318 || Clusters count: 13 || Log posterior: -4176.279785876394 || Iter Time:0.03585410118103027 || Total time:13.536503314971924 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -4203.237557879002 || Iter Time:0.013168811798095703 || Total time:13.54967212677002 Iteration: 320 || Clusters count: 13 || Log posterior: -4192.013803407055 || Iter Time:0.03416609764099121 || Total time:13.58383822441101 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 321 || Clusters count: 13 || Log posterior: 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Iteration: 349 || Clusters count: 13 || Log posterior: -4237.406578898222 || Iter Time:0.01298213005065918 || Total time:14.301822662353516 Iteration: 350 || Clusters count: 13 || Log posterior: -4228.2075487829425 || Iter Time:0.031581878662109375 || Total time:14.333404541015625 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 351 || Clusters count: 13 || Log posterior: -4202.194285333852 || Iter Time:0.013380050659179688 || Total time:14.346784591674805 Iteration: 352 || Clusters count: 13 || Log posterior: -4193.102178269141 || Iter Time:0.03643298149108887 || Total time:14.383217573165894 Loading and distributing data: 0.000164 seconds (141 allocations: 13.211 KiB) Iteration: 353 || Clusters count: 13 || Log posterior: -4190.052970312964 || Iter Time:0.013836860656738281 || Total time:14.397054433822632 Iteration: 354 || Clusters count: 13 || Log posterior: -4183.4661358050325 || Iter Time:0.033907175064086914 || Total 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Iteration: 399 || Clusters count: 13 || Log posterior: -4208.988067119871 || Iter Time:0.013190984725952148 || Total time:15.678182363510132 Iteration: 400 || Clusters count: 13 || Log posterior: -4197.83070920593 || Iter Time:0.037610769271850586 || Total time:15.715793132781982 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 401 || Clusters count: 13 || Log posterior: -4223.7380718775785 || Iter Time:0.01440286636352539 || Total time:15.730195999145508 Iteration: 402 || Clusters count: 13 || Log posterior: -4215.7889673000855 || Iter Time:0.03222298622131348 || Total time:15.762418985366821 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 403 || Clusters count: 13 || Log posterior: -4251.1186294206245 || Iter Time:0.012865066528320312 || Total time:15.775284051895142 Iteration: 404 || Clusters count: 13 || Log posterior: -4232.3045507195 || Iter Time:0.034375905990600586 || Total time:15.809659957885742 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Iteration: 521 || Clusters count: 13 || Log posterior: -4238.197979770658 || Iter Time:0.01394796371459961 || Total time:19.37326979637146 Iteration: 522 || Clusters count: 13 || Log posterior: -4231.697922465941 || Iter Time:0.03621816635131836 || Total time:19.40948796272278 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 523 || Clusters count: 13 || Log posterior: -4244.897354173264 || Iter Time:0.013389825820922852 || Total time:19.4228777885437 Iteration: 524 || Clusters count: 13 || Log posterior: -4225.041062755451 || Iter Time:0.03623485565185547 || Total time:19.459112644195557 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 525 || Clusters count: 13 || Log posterior: -4218.709988600202 || Iter Time:0.013445138931274414 || Total time:19.47255778312683 Iteration: 526 || Clusters count: 13 || Log posterior: -4207.462370853943 || Iter Time:0.03382301330566406 || Total time:19.506380796432495 Loading 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Iteration: 571 || Clusters count: 13 || Log posterior: -4243.509865291457 || Iter Time:0.013895988464355469 || Total time:20.65637707710266 Iteration: 572 || Clusters count: 13 || Log posterior: -4225.681023723777 || Iter Time:0.03539609909057617 || Total time:20.691773176193237 Loading and distributing data: 0.000165 seconds (141 allocations: 13.211 KiB) Iteration: 573 || Clusters count: 13 || Log posterior: -4256.04038348776 || Iter Time:0.013426065444946289 || Total time:20.705199241638184 Iteration: 574 || Clusters count: 13 || Log posterior: -4251.025394092777 || Iter Time:0.0345301628112793 || Total time:20.739729404449463 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 575 || Clusters count: 13 || Log posterior: -4239.813734887614 || Iter Time:0.013741016387939453 || Total time:20.753470420837402 Iteration: 576 || Clusters count: 13 || Log posterior: -4229.89256932992 || Iter Time:0.037095069885253906 || Total time:20.790565490722656 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Iteration: 610 || Clusters count: 13 || Log posterior: -4230.941076527696 || Iter Time:0.0340418815612793 || Total time:21.650675535202026 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 611 || Clusters count: 13 || Log posterior: -4258.899400736796 || Iter Time:0.015643835067749023 || Total time:21.666319370269775 Iteration: 612 || Clusters count: 13 || Log posterior: -4246.640455885839 || Iter Time:0.03666496276855469 || Total time:21.70298433303833 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 613 || Clusters count: 13 || Log posterior: -4256.816321013186 || Iter Time:0.014111995697021484 || Total time:21.71709632873535 Iteration: 614 || Clusters count: 13 || Log posterior: -4240.97512236819 || Iter Time:0.03757596015930176 || Total time:21.754672288894653 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 615 || Clusters count: 13 || Log posterior: 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14 || Log posterior: -4218.115804916434 || Iter Time:0.03657793998718262 || Total time:25.64869475364685 Loading and distributing data: 0.000160 seconds (141 allocations: 13.211 KiB) Iteration: 761 || Clusters count: 14 || Log posterior: -4209.9624135306585 || Iter Time:0.014789104461669922 || Total time:25.66348385810852 Iteration: 762 || Clusters count: 14 || Log posterior: -4202.179050133442 || Iter Time:0.03490114212036133 || Total time:25.698385000228882 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 763 || Clusters count: 14 || Log posterior: -4191.5093715006715 || Iter Time:0.01423501968383789 || Total time:25.71262001991272 Iteration: 764 || Clusters count: 14 || Log posterior: -4172.568549028124 || Iter Time:0.036309003829956055 || Total time:25.748929023742676 Loading and distributing data: 0.000163 seconds (141 allocations: 13.211 KiB) Iteration: 765 || Clusters count: 14 || Log posterior: -4197.7727634049015 || Iter 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Iteration: 871 || Clusters count: 13 || Log posterior: -4214.50324337677 || Iter Time:0.012379169464111328 || Total time:28.516826629638672 Iteration: 872 || Clusters count: 13 || Log posterior: -4204.986019169119 || Iter Time:0.03278493881225586 || Total time:28.549611568450928 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 13 || Log posterior: -4161.441453840727 || Iter Time:0.013170003890991211 || Total time:28.56278157234192 Iteration: 874 || Clusters count: 13 || Log posterior: -4156.484363550016 || Iter Time:0.03298497200012207 || Total time:28.59576654434204 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 875 || Clusters count: 13 || Log posterior: -4227.767538506606 || Iter Time:0.013310909271240234 || Total time:28.60907745361328 Iteration: 876 || Clusters count: 13 || Log posterior: -4215.220114292292 || Iter Time:0.03363490104675293 || Total time:28.642712354660034 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-4195.98378846693 || Iter Time:0.02119612693786621 || Total time:30.83871102333069 Iteration: 966 || Clusters count: 13 || Log posterior: -4182.133787217693 || Iter Time:0.03640007972717285 || Total time:30.87511110305786 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 967 || Clusters count: 13 || Log posterior: -4214.447458965073 || Iter Time:0.014723062515258789 || Total time:30.88983416557312 Iteration: 968 || Clusters count: 13 || Log posterior: -4199.441968988238 || Iter Time:0.0385289192199707 || Total time:30.92836308479309 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 969 || Clusters count: 13 || Log posterior: -4201.438440525788 || Iter Time:0.01308584213256836 || Total time:30.94144892692566 Iteration: 970 || Clusters count: 13 || Log posterior: -4190.794921009354 || Iter Time:0.03107595443725586 || Total time:30.972524881362915 Loading and distributing data: 0.000177 seconds (141 allocations: 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Iteration: 993 || Clusters count: 13 || Log posterior: -4305.938356486428 || Iter Time:0.013406991958618164 || Total time:31.539703845977783 Iteration: 994 || Clusters count: 13 || Log posterior: -4296.495683301032 || Iter Time:0.03276681900024414 || Total time:31.572470664978027 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 995 || Clusters count: 13 || Log posterior: -4249.836078446916 || Iter Time:0.014013051986694336 || Total time:31.58648371696472 Iteration: 996 || Clusters count: 13 || Log posterior: -4234.240231560417 || Iter Time:0.04010009765625 || Total time:31.62658381462097 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 997 || Clusters count: 13 || Log posterior: -4260.582188601273 || Iter Time:0.013298988342285156 || Total time:31.639882802963257 Iteration: 998 || Clusters count: 13 || Log posterior: -4255.182067138764 || Iter Time:0.03288388252258301 || Total time:31.67276668548584 Loading 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Iteration: 1065 || Clusters count: 13 || Log posterior: -4260.539872017905 || Iter Time:0.013355016708374023 || Total time:33.28362441062927 Iteration: 1066 || Clusters count: 13 || Log posterior: -4225.51832240718 || Iter Time:0.03777599334716797 || Total time:33.32140040397644 Loading and distributing data: 0.000283 seconds (141 allocations: 13.211 KiB) Iteration: 1067 || Clusters count: 13 || Log posterior: -4238.7458913254995 || Iter Time:0.013867855072021484 || Total time:33.33526825904846 Iteration: 1068 || Clusters count: 13 || Log posterior: -4227.541205745305 || Iter Time:0.03875303268432617 || Total time:33.37402129173279 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1069 || Clusters count: 13 || Log posterior: -4239.066684302582 || Iter Time:0.014101028442382812 || Total time:33.38812232017517 Iteration: 1070 || Clusters count: 13 || Log posterior: -4207.502595921566 || Iter Time:0.03258204460144043 || Total time:33.42070436477661 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Iteration: 1137 || Clusters count: 13 || Log posterior: -4206.931419275595 || Iter Time:0.012145042419433594 || Total time:35.00048637390137 Iteration: 1138 || Clusters count: 13 || Log posterior: -4193.652801514905 || Iter Time:0.028872013092041016 || Total time:35.02935838699341 Loading and distributing data: 0.000155 seconds (141 allocations: 13.211 KiB) Iteration: 1139 || Clusters count: 13 || Log posterior: -4175.107761282366 || Iter Time:0.012295961380004883 || Total time:35.04165434837341 Iteration: 1140 || Clusters count: 13 || Log posterior: -4171.287005634466 || Iter Time:0.0292510986328125 || Total time:35.070905447006226 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1141 || Clusters count: 13 || Log posterior: -4191.474617812864 || Iter Time:0.011672019958496094 || Total time:35.08257746696472 Iteration: 1142 || Clusters count: 13 || Log posterior: -4187.700248831098 || Iter Time:0.028731822967529297 || Total time:35.11130928993225 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Iteration: 1176 || Clusters count: 13 || Log posterior: -4245.813462418393 || Iter Time:0.028753042221069336 || Total time:35.83136248588562 Loading and distributing data: 0.000156 seconds (141 allocations: 13.211 KiB) Iteration: 1177 || Clusters count: 13 || Log posterior: -4204.851646241171 || Iter Time:0.011668920516967773 || Total time:35.84303140640259 Iteration: 1178 || Clusters count: 13 || Log posterior: -4199.90652890614 || Iter Time:0.02835392951965332 || Total time:35.87138533592224 Loading and distributing data: 0.000168 seconds (141 allocations: 13.211 KiB) Iteration: 1179 || Clusters count: 13 || Log posterior: -4209.009107722385 || Iter Time:0.011758089065551758 || Total time:35.88314342498779 Iteration: 1180 || Clusters count: 13 || Log posterior: -4198.262630518024 || Iter Time:0.02811908721923828 || Total time:35.91126251220703 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1181 || Clusters count: 13 || Log posterior: 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Iteration: 1209 || Clusters count: 13 || Log posterior: -4187.839309185598 || Iter Time:0.012309074401855469 || Total time:36.51456689834595 Iteration: 1210 || Clusters count: 13 || Log posterior: -4178.991032759484 || Iter Time:0.029686927795410156 || Total time:36.54425382614136 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1211 || Clusters count: 13 || Log posterior: -4180.454196452935 || Iter Time:0.01216888427734375 || Total time:36.5564227104187 Iteration: 1212 || Clusters count: 13 || Log posterior: -4169.908864892662 || Iter Time:0.05644416809082031 || Total time:36.61286687850952 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1213 || Clusters count: 13 || Log posterior: -4241.596130323117 || Iter Time:0.012038946151733398 || Total time:36.624905824661255 Iteration: 1214 || Clusters count: 13 || Log posterior: -4221.378312156402 || Iter Time:0.02878594398498535 || Total time:36.65369176864624 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Iteration: 1248 || Clusters count: 13 || Log posterior: -4213.836785899101 || Iter Time:0.030071020126342773 || Total time:37.3807475566864 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1249 || Clusters count: 13 || Log posterior: -4245.619588294048 || Iter Time:0.012477874755859375 || Total time:37.39322543144226 Iteration: 1250 || Clusters count: 13 || Log posterior: -4240.0344458250165 || Iter Time:0.029510021209716797 || Total time:37.42273545265198 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1251 || Clusters count: 13 || Log posterior: -4254.908343258954 || Iter Time:0.01214909553527832 || Total time:37.434884548187256 Iteration: 1252 || Clusters count: 13 || Log posterior: -4231.440657875125 || Iter Time:0.02958512306213379 || Total time:37.46446967124939 Loading and distributing data: 0.000157 seconds (141 allocations: 13.211 KiB) Iteration: 1253 || Clusters count: 13 || Log posterior: 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Iteration: 1281 || Clusters count: 13 || Log posterior: -4216.736485493878 || Iter Time:0.012409210205078125 || Total time:38.08105278015137 Iteration: 1282 || Clusters count: 13 || Log posterior: -4205.6219087114305 || Iter Time:0.028608083724975586 || Total time:38.10966086387634 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1283 || Clusters count: 13 || Log posterior: -4205.142644748574 || Iter Time:0.011529922485351562 || Total time:38.121190786361694 Iteration: 1284 || Clusters count: 13 || Log posterior: -4186.855530838918 || Iter Time:0.029881000518798828 || Total time:38.15107178688049 Loading and distributing data: 0.000158 seconds (141 allocations: 13.211 KiB) Iteration: 1285 || Clusters count: 13 || Log posterior: -4238.965794825207 || Iter Time:0.0107269287109375 || Total time:38.16179871559143 Iteration: 1286 || Clusters count: 13 || Log posterior: -4223.959714863448 || Iter Time:0.027399063110351562 || Total 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Iteration: 1303 || Clusters count: 13 || Log posterior: -4252.875360965459 || Iter Time:0.011857032775878906 || Total time:38.54474401473999 Iteration: 1304 || Clusters count: 13 || Log posterior: -4236.509085462968 || Iter Time:0.028097152709960938 || Total time:38.57284116744995 Loading and distributing data: 0.000167 seconds (141 allocations: 13.211 KiB) Iteration: 1305 || Clusters count: 13 || Log posterior: -4292.40716591629 || Iter Time:0.011813163757324219 || Total time:38.584654331207275 Iteration: 1306 || Clusters count: 13 || Log posterior: -4282.401761911568 || Iter Time:0.02883291244506836 || Total time:38.613487243652344 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1307 || Clusters count: 13 || Log posterior: -4252.736907834184 || Iter Time:0.012879133224487305 || Total time:38.62636637687683 Iteration: 1308 || Clusters count: 13 || Log posterior: -4234.8936073294735 || Iter Time:0.030997037887573242 || Total 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Iteration: 1325 || Clusters count: 13 || Log posterior: -4239.148514689203 || Iter Time:0.01195216178894043 || Total time:39.02634072303772 Iteration: 1326 || Clusters count: 13 || Log posterior: -4226.891169549028 || Iter Time:0.02851414680480957 || Total time:39.05485486984253 Loading and distributing data: 0.000161 seconds (141 allocations: 13.211 KiB) Iteration: 1327 || Clusters count: 13 || Log posterior: -4224.549103908094 || Iter Time:0.01173090934753418 || Total time:39.06658577919006 Iteration: 1328 || Clusters count: 13 || Log posterior: -4223.1692742078985 || Iter Time:0.030102968215942383 || Total time:39.096688747406006 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1329 || Clusters count: 13 || Log posterior: -4245.691319572378 || Iter Time:0.012371063232421875 || Total time:39.10905981063843 Iteration: 1330 || Clusters count: 13 || Log posterior: -4221.488035500288 || Iter Time:0.029226064682006836 || Total 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Iteration: 1347 || Clusters count: 14 || Log posterior: -4229.143148945412 || Iter Time:0.0199429988861084 || Total time:39.49098443984985 Iteration: 1348 || Clusters count: 14 || Log posterior: -4207.583656481823 || Iter Time:0.052152156829833984 || Total time:39.54313659667969 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1349 || Clusters count: 14 || Log posterior: -4199.210444323797 || Iter Time:0.02103900909423828 || Total time:39.564175605773926 Iteration: 1350 || Clusters count: 14 || Log posterior: -4178.29076629191 || Iter Time:0.055290937423706055 || Total time:39.61946654319763 Loading and distributing data: 0.000159 seconds (141 allocations: 13.211 KiB) Iteration: 1351 || Clusters count: 14 || Log posterior: -4222.05012697053 || Iter Time:0.013499021530151367 || Total time:39.63296556472778 Iteration: 1352 || Clusters count: 14 || Log posterior: -4212.661402365757 || Iter Time:0.031054019927978516 || Total time:39.66401958465576 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Iteration: 1491 || Clusters count: 13 || Log posterior: -4262.724885981675 || Iter Time:0.013972043991088867 || Total time:43.29410171508789 Iteration: 1492 || Clusters count: 13 || Log posterior: -4240.596901518884 || Iter Time:0.03198695182800293 || Total time:43.326088666915894 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1493 || Clusters count: 13 || Log posterior: -4303.3839776916075 || Iter Time:0.013962030410766602 || Total time:43.34005069732666 Iteration: 1494 || Clusters count: 13 || Log posterior: -4285.274076135558 || Iter Time:0.032260894775390625 || Total time:43.37231159210205 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1495 || Clusters count: 13 || Log posterior: -4275.307644595423 || Iter Time:0.013418197631835938 || Total time:43.38572978973389 Iteration: 1496 || Clusters count: 13 || Log posterior: -4269.97524227718 || Iter Time:0.03194594383239746 || Total 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Iteration: 1513 || Clusters count: 13 || Log posterior: -4192.66334470261 || Iter Time:0.013896942138671875 || Total time:43.844502449035645 Iteration: 1514 || Clusters count: 13 || Log posterior: -4183.232075432763 || Iter Time:0.03176093101501465 || Total time:43.87626338005066 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1515 || Clusters count: 13 || Log posterior: -4180.323275047329 || Iter Time:0.015952110290527344 || Total time:43.89221549034119 Iteration: 1516 || Clusters count: 13 || Log posterior: -4170.881728932821 || Iter Time:0.03371906280517578 || Total time:43.92593455314636 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1517 || Clusters count: 13 || Log posterior: -4232.586698782343 || Iter Time:0.013704061508178711 || Total time:43.93963861465454 Iteration: 1518 || Clusters count: 13 || Log posterior: -4223.287838294315 || Iter Time:0.03373599052429199 || Total time:43.97337460517883 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-4228.407146117537 || Iter Time:0.034497976303100586 || Total time:44.116055488586426 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1525 || Clusters count: 14 || Log posterior: -4206.901705051649 || Iter Time:0.012321949005126953 || Total time:44.12837743759155 Iteration: 1526 || Clusters count: 14 || Log posterior: -4193.863162027643 || Iter Time:0.033000946044921875 || Total time:44.161378383636475 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1527 || Clusters count: 13 || Log posterior: -4243.9422735852595 || Iter Time:0.01342320442199707 || Total time:44.17480158805847 Iteration: 1528 || Clusters count: 13 || Log posterior: -4232.763186799094 || Iter Time:0.033416032791137695 || Total time:44.20821762084961 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1529 || Clusters count: 13 || Log posterior: -4287.527591719464 || Iter Time:0.013453960418701172 || 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-4192.432051001314 || Iter Time:0.016596078872680664 || Total time:44.91245412826538 Iteration: 1558 || Clusters count: 14 || Log posterior: -4180.553848677326 || Iter Time:0.035279035568237305 || Total time:44.94773316383362 Loading and distributing data: 0.000703 seconds (141 allocations: 13.211 KiB) Iteration: 1559 || Clusters count: 14 || Log posterior: -4188.684509272751 || Iter Time:0.012930154800415039 || Total time:44.96066331863403 Iteration: 1560 || Clusters count: 14 || Log posterior: -4181.3974690281975 || Iter Time:0.03366708755493164 || Total time:44.994330406188965 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1561 || Clusters count: 14 || Log posterior: -4174.634558985098 || Iter Time:0.013548135757446289 || Total time:45.00787854194641 Iteration: 1562 || Clusters count: 14 || Log posterior: -4159.414015750144 || Iter Time:0.03434300422668457 || Total time:45.042221546173096 Loading and distributing data: 0.000203 seconds (141 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Iteration: 1585 || Clusters count: 14 || Log posterior: -4225.613179783871 || Iter Time:0.01562786102294922 || Total time:45.74651002883911 Iteration: 1586 || Clusters count: 14 || Log posterior: -4217.260413166476 || Iter Time:0.03882598876953125 || Total time:45.78533601760864 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1587 || Clusters count: 14 || Log posterior: -4217.891154047607 || Iter Time:0.014761924743652344 || Total time:45.800097942352295 Iteration: 1588 || Clusters count: 14 || Log posterior: -4198.952052381371 || Iter Time:0.03686809539794922 || Total time:45.836966037750244 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1589 || Clusters count: 14 || Log posterior: -4253.30456814173 || Iter Time:0.01559305191040039 || Total time:45.852559089660645 Iteration: 1590 || Clusters count: 14 || Log posterior: -4247.126907375461 || Iter Time:0.03511500358581543 || Total time:45.88767409324646 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-4238.264728756363 || Iter Time:0.037927865982055664 || Total time:46.52189087867737 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1597 || Clusters count: 14 || Log posterior: -4243.73101638035 || Iter Time:0.015486001968383789 || Total time:46.53737688064575 Iteration: 1598 || Clusters count: 14 || Log posterior: -4230.22311976239 || Iter Time:0.03853201866149902 || Total time:46.57590889930725 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1599 || Clusters count: 15 || Log posterior: -4295.750059563039 || Iter Time:0.01708197593688965 || Total time:46.59299087524414 Iteration: 1600 || Clusters count: 15 || Log posterior: -4271.721122597085 || Iter Time:0.03998208045959473 || Total time:46.632972955703735 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1601 || Clusters count: 14 || Log posterior: -4263.001324739653 || Iter Time:0.014748096466064453 || Total 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Iteration: 1635 || Clusters count: 13 || Log posterior: -4150.572258036613 || Iter Time:0.015753984451293945 || Total time:47.52034831047058 Iteration: 1636 || Clusters count: 13 || Log posterior: -4150.199591539923 || Iter Time:0.03899097442626953 || Total time:47.55933928489685 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1637 || Clusters count: 13 || Log posterior: -4195.021475596013 || Iter Time:0.016310930252075195 || Total time:47.575650215148926 Iteration: 1638 || Clusters count: 13 || Log posterior: -4188.882194972675 || Iter Time:0.039309024810791016 || Total time:47.61495923995972 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1639 || Clusters count: 13 || Log posterior: -4237.862853300313 || Iter Time:0.016017913818359375 || Total time:47.630977153778076 Iteration: 1640 || Clusters count: 13 || Log posterior: -4230.2331534474115 || Iter Time:0.039273977279663086 || Total 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Iteration: 1657 || Clusters count: 13 || Log posterior: -4222.259036622416 || Iter Time:0.01599884033203125 || Total time:48.12799310684204 Iteration: 1658 || Clusters count: 13 || Log posterior: -4210.078364196778 || Iter Time:0.03878903388977051 || Total time:48.16678214073181 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1659 || Clusters count: 13 || Log posterior: -4193.988683914824 || Iter Time:0.015711069107055664 || Total time:48.18249320983887 Iteration: 1660 || Clusters count: 13 || Log posterior: -4182.868963546907 || Iter Time:0.11873984336853027 || Total time:48.3012330532074 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1661 || Clusters count: 13 || Log posterior: -4163.180128308468 || Iter Time:0.013345956802368164 || Total time:48.314579010009766 Iteration: 1662 || Clusters count: 13 || Log posterior: -4151.188956958589 || Iter Time:0.03276801109313965 || Total time:48.347347021102905 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Iteration: 1729 || Clusters count: 13 || Log posterior: -4283.643664636508 || Iter Time:0.014471054077148438 || Total time:50.03395938873291 Iteration: 1730 || Clusters count: 13 || Log posterior: -4260.352481118689 || Iter Time:0.03272080421447754 || Total time:50.06668019294739 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -4280.735573534306 || Iter Time:0.013415813446044922 || Total time:50.08009600639343 Iteration: 1732 || Clusters count: 13 || Log posterior: -4266.690865128485 || Iter Time:0.033151865005493164 || Total time:50.113247871398926 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1733 || Clusters count: 14 || Log posterior: -4225.824691412809 || Iter Time:0.013952970504760742 || Total time:50.12720084190369 Iteration: 1734 || Clusters count: 14 || Log posterior: -4217.314992589276 || Iter Time:0.03552412986755371 || Total time:50.16272497177124 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Iteration: 1801 || Clusters count: 14 || Log posterior: -4224.493170983445 || Iter Time:0.015846967697143555 || Total time:51.98188662528992 Iteration: 1802 || Clusters count: 14 || Log posterior: -4219.622578421586 || Iter Time:0.036422014236450195 || Total time:52.01830863952637 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1803 || Clusters count: 14 || Log posterior: -4206.3857778596785 || Iter Time:0.016186952590942383 || Total time:52.03449559211731 Iteration: 1804 || Clusters count: 14 || Log posterior: -4191.14653139209 || Iter Time:0.035379886627197266 || Total time:52.06987547874451 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1805 || Clusters count: 14 || Log posterior: -4221.413925105696 || Iter Time:0.015299797058105469 || Total time:52.08517527580261 Iteration: 1806 || Clusters count: 14 || Log posterior: -4201.68238536716 || Iter Time:0.03659200668334961 || Total time:52.12176728248596 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Iteration: 1840 || Clusters count: 14 || Log posterior: -4176.711520944293 || Iter Time:0.03847193717956543 || Total time:53.043617725372314 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -4225.117841768134 || Iter Time:0.01656508445739746 || Total time:53.06018280982971 Iteration: 1842 || Clusters count: 14 || Log posterior: -4213.032722338708 || Iter Time:0.03863716125488281 || Total time:53.098819971084595 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -4240.197077879282 || Iter Time:0.014575004577636719 || Total time:53.11339497566223 Iteration: 1844 || Clusters count: 14 || Log posterior: -4230.139359303215 || Iter Time:0.034564971923828125 || Total time:53.14795994758606 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 14 || Log posterior: -4243.584409185381 || Iter Time:0.015377998352050781 || Total time:53.16333794593811 Iteration: 1846 || Clusters count: 14 || Log posterior: -4228.512923331291 || Iter Time:0.06499695777893066 || Total time:53.22833490371704 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 14 || Log posterior: -4212.790435572021 || Iter Time:0.015193939208984375 || Total time:53.243528842926025 Iteration: 1848 || Clusters count: 14 || Log posterior: -4197.062845514574 || Iter Time:0.03408408164978027 || Total time:53.277612924575806 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 14 || Log posterior: -4238.564549704101 || Iter Time:0.014924049377441406 || Total time:53.29253697395325 Iteration: 1850 || Clusters count: 14 || Log posterior: -4216.792376501685 || Iter Time:0.03535914421081543 || Total time:53.32789611816406 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -4240.892358899009 || Iter Time:0.013782978057861328 || Total time:53.341679096221924 Iteration: 1852 || Clusters count: 14 || Log posterior: -4219.186250143997 || Iter Time:0.034522056579589844 || Total time:53.376201152801514 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -4247.197799689273 || Iter Time:0.015469074249267578 || Total time:53.39167022705078 Iteration: 1854 || Clusters count: 14 || Log posterior: -4225.673990224683 || Iter Time:0.04239511489868164 || Total time:53.43406534194946 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -4259.875532826008 || Iter Time:0.015053987503051758 || Total time:53.449119329452515 Iteration: 1856 || Clusters count: 15 || Log posterior: -4250.430259018325 || Iter Time:0.03443098068237305 || Total time:53.48355031013489 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -4213.755634012659 || Iter Time:0.013173103332519531 || Total time:53.49672341346741 Iteration: 1858 || Clusters count: 14 || Log posterior: -4202.080479189395 || Iter Time:0.035945892333984375 || Total time:53.53266930580139 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -4233.086906397038 || Iter Time:0.01436614990234375 || Total time:53.547035455703735 Iteration: 1860 || Clusters count: 14 || Log posterior: -4210.304603174444 || Iter Time:0.04187202453613281 || Total time:53.58890748023987 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -4232.63888860306 || Iter Time:0.012387990951538086 || Total time:53.601295471191406 Iteration: 1862 || Clusters count: 14 || Log posterior: -4219.140905728681 || Iter Time:0.0319061279296875 || Total time:53.633201599121094 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -4262.731135578895 || Iter Time:0.012783050537109375 || Total time:53.6459846496582 Iteration: 1864 || Clusters count: 14 || Log posterior: -4245.091789955674 || Iter Time:0.03319907188415527 || Total time:53.67918372154236 Loading and distributing data: 0.000252 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -4238.446799004839 || Iter Time:0.013128995895385742 || Total time:53.692312717437744 Iteration: 1866 || Clusters count: 15 || Log posterior: -4219.856221024417 || Iter Time:0.03519582748413086 || Total time:53.727508544921875 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -4203.008409200254 || Iter Time:0.013870000839233398 || Total time:53.74137854576111 Iteration: 1868 || Clusters count: 15 || Log posterior: -4184.0042066089245 || Iter Time:0.03638005256652832 || Total time:53.77775859832764 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -4214.696566332447 || Iter Time:0.013478994369506836 || Total time:53.791237592697144 Iteration: 1870 || Clusters count: 15 || Log posterior: -4202.743781274386 || Iter Time:0.035429954528808594 || Total time:53.82666754722595 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 16 || Log posterior: -4198.893916066647 || Iter Time:0.014333963394165039 || Total time:53.84100151062012 Iteration: 1872 || Clusters count: 16 || Log posterior: -4179.144177574687 || Iter Time:0.03750419616699219 || Total time:53.87850570678711 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -4202.473122662722 || Iter Time:0.05820512771606445 || Total time:53.936710834503174 Iteration: 1874 || Clusters count: 14 || Log posterior: -4187.840773444194 || Iter Time:0.03690004348754883 || Total time:53.97361087799072 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -4199.1487131642225 || Iter Time:0.014056921005249023 || Total time:53.98766779899597 Iteration: 1876 || Clusters count: 13 || Log posterior: -4194.730882209321 || Iter Time:0.06010794639587402 || Total time:54.047775745391846 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -4211.923528618856 || Iter Time:0.013716936111450195 || Total time:54.061492681503296 Iteration: 1878 || Clusters count: 13 || Log posterior: -4205.5860955110675 || Iter Time:0.03292107582092285 || Total time:54.09441375732422 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -4188.1067851240305 || Iter Time:0.013592004776000977 || Total time:54.10800576210022 Iteration: 1880 || Clusters count: 13 || Log posterior: -4182.1657468269195 || Iter Time:0.033235788345336914 || Total time:54.14124155044556 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -4247.906099566721 || Iter Time:0.013273000717163086 || Total time:54.15451455116272 Iteration: 1882 || Clusters count: 13 || Log posterior: -4242.133171011154 || Iter Time:0.0332181453704834 || Total time:54.1877326965332 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -4249.729906059196 || Iter Time:0.013484954833984375 || Total time:54.20121765136719 Iteration: 1884 || Clusters count: 13 || Log posterior: -4232.71266798951 || Iter Time:0.03374505043029785 || Total time:54.234962701797485 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -4242.111659324105 || Iter Time:0.012669086456298828 || Total time:54.247631788253784 Iteration: 1886 || Clusters count: 13 || Log posterior: -4225.16624985567 || Iter Time:0.03266000747680664 || Total time:54.28029179573059 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -4246.962725455166 || Iter Time:0.012923002243041992 || Total time:54.29321479797363 Iteration: 1888 || Clusters count: 13 || Log posterior: -4236.431576780795 || Iter Time:0.03313493728637695 || Total time:54.32634973526001 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -4246.536889057677 || Iter Time:0.012457847595214844 || Total time:54.338807582855225 Iteration: 1890 || Clusters count: 13 || Log posterior: -4227.115562895426 || Iter Time:0.03215599060058594 || Total time:54.37096357345581 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -4270.01854615344 || Iter Time:0.012495994567871094 || Total time:54.38345956802368 Iteration: 1892 || Clusters count: 13 || Log posterior: -4258.124280446502 || Iter Time:0.033386945724487305 || Total time:54.41684651374817 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -4206.397188473422 || Iter Time:0.013575077056884766 || Total time:54.430421590805054 Iteration: 1894 || Clusters count: 13 || Log posterior: -4204.211005732957 || Iter Time:0.03459906578063965 || Total time:54.46502065658569 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -4248.485362690581 || Iter Time:0.012851953506469727 || Total time:54.47787261009216 Iteration: 1896 || Clusters count: 13 || Log posterior: -4232.204346426669 || Iter Time:0.03254389762878418 || Total time:54.51041650772095 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -4213.078126553064 || Iter Time:0.013253927230834961 || Total time:54.52367043495178 Iteration: 1898 || Clusters count: 13 || Log posterior: -4201.409225796684 || Iter Time:0.03136301040649414 || Total time:54.555033445358276 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -4192.698336969953 || Iter Time:0.01302790641784668 || Total time:54.56806135177612 Iteration: 1900 || Clusters count: 13 || Log posterior: -4180.210817490352 || Iter Time:0.03265094757080078 || Total time:54.600712299346924 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -4208.919536139971 || Iter Time:0.013731002807617188 || Total time:54.61444330215454 Iteration: 1902 || Clusters count: 13 || Log posterior: -4198.1458280884435 || Iter Time:0.03470206260681152 || Total time:54.64914536476135 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -4243.6540030979695 || Iter Time:0.01771998405456543 || Total time:54.66686534881592 Iteration: 1904 || Clusters count: 13 || Log posterior: -4228.200763774865 || Iter Time:0.03942990303039551 || Total time:54.70629525184631 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -4226.802694535438 || Iter Time:0.013231992721557617 || Total time:54.71952724456787 Iteration: 1906 || Clusters count: 13 || Log posterior: -4204.45665551383 || Iter Time:0.03418302536010742 || Total time:54.75371026992798 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -4213.468795172672 || Iter Time:0.01359701156616211 || Total time:54.76730728149414 Iteration: 1908 || Clusters count: 13 || Log posterior: -4204.982688169556 || Iter Time:0.05829787254333496 || Total time:54.825605154037476 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -4251.479194210772 || Iter Time:0.013206005096435547 || Total time:54.83881115913391 Iteration: 1910 || Clusters count: 13 || Log posterior: -4249.513826636771 || Iter Time:0.03232288360595703 || Total time:54.87113404273987 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -4273.913686597389 || Iter Time:0.013667821884155273 || Total time:54.88480186462402 Iteration: 1912 || Clusters count: 13 || Log posterior: -4253.539610959201 || Iter Time:0.0334620475769043 || Total time:54.91826391220093 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -4248.653975322643 || Iter Time:0.013489961624145508 || Total time:54.93175387382507 Iteration: 1914 || Clusters count: 13 || Log posterior: -4243.507180552548 || Iter Time:0.03313493728637695 || Total time:54.96488881111145 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -4241.319234436023 || Iter Time:0.01441502571105957 || Total time:54.97930383682251 Iteration: 1916 || Clusters count: 13 || Log posterior: -4223.570983690793 || Iter Time:0.033818960189819336 || Total time:55.01312279701233 Loading and distributing data: 0.000171 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -4254.965563280727 || Iter Time:0.01327204704284668 || Total time:55.026394844055176 Iteration: 1918 || Clusters count: 13 || Log posterior: -4240.876033916838 || Iter Time:0.033682823181152344 || Total time:55.06007766723633 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -4215.775941030647 || Iter Time:0.01412510871887207 || Total time:55.0742027759552 Iteration: 1920 || Clusters count: 13 || Log posterior: -4207.902470007046 || Iter Time:0.034126996994018555 || Total time:55.10832977294922 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -4203.2397419618055 || Iter Time:0.014203071594238281 || Total time:55.12253284454346 Iteration: 1922 || Clusters count: 13 || Log posterior: -4195.856479097116 || Iter Time:0.03222012519836426 || Total time:55.15475296974182 Loading and distributing data: 0.000166 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -4236.921820054259 || Iter Time:0.013086080551147461 || Total time:55.16783905029297 Iteration: 1924 || Clusters count: 13 || Log posterior: -4230.207333731546 || Iter Time:0.0307769775390625 || Total time:55.19861602783203 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -4289.647794597329 || Iter Time:0.013373136520385742 || Total time:55.21198916435242 Iteration: 1926 || Clusters count: 13 || Log posterior: -4275.101117387939 || Iter Time:0.033889055252075195 || Total time:55.24587821960449 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -4256.730055852684 || Iter Time:0.013590812683105469 || Total time:55.2594690322876 Iteration: 1928 || Clusters count: 13 || Log posterior: -4248.619841682439 || Iter Time:0.03168082237243652 || Total time:55.291149854660034 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -4236.2014770282685 || Iter Time:0.013247966766357422 || Total time:55.30439782142639 Iteration: 1930 || Clusters count: 13 || Log posterior: -4223.622467836529 || Iter Time:0.03276705741882324 || Total time:55.337164878845215 Loading and distributing data: 0.000162 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -4195.593605210361 || Iter Time:0.012804985046386719 || Total time:55.3499698638916 Iteration: 1932 || Clusters count: 13 || Log posterior: -4191.766313466756 || Iter Time:0.03300809860229492 || Total time:55.3829779624939 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -4249.716385788882 || Iter Time:0.013396024703979492 || Total time:55.396373987197876 Iteration: 1934 || Clusters count: 13 || Log posterior: -4216.908430432568 || Iter Time:0.032572031021118164 || Total time:55.428946018218994 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -4213.884056199921 || Iter Time:0.013767004013061523 || Total time:55.442713022232056 Iteration: 1936 || Clusters count: 13 || Log posterior: -4201.144162299178 || Iter Time:0.03358197212219238 || Total time:55.47629499435425 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -4175.683662664741 || Iter Time:0.013402938842773438 || Total time:55.48969793319702 Iteration: 1938 || Clusters count: 13 || Log posterior: -4168.646753603954 || Iter Time:0.034980058670043945 || Total time:55.524677991867065 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -4174.357822316428 || Iter Time:0.04003405570983887 || Total time:55.564712047576904 Iteration: 1940 || Clusters count: 13 || Log posterior: -4164.735544749059 || Iter Time:0.03423118591308594 || Total time:55.59894323348999 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -4218.741703964838 || Iter Time:0.014132022857666016 || Total time:55.613075256347656 Iteration: 1942 || Clusters count: 13 || Log posterior: -4210.20622043377 || Iter Time:0.03465008735656738 || Total time:55.647725343704224 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -4200.487031177317 || Iter Time:0.013584136962890625 || Total time:55.661309480667114 Iteration: 1944 || Clusters count: 13 || Log posterior: -4196.300391960737 || Iter Time:0.03222489356994629 || Total time:55.69353437423706 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -4205.775661803577 || Iter Time:0.013702869415283203 || Total time:55.707237243652344 Iteration: 1946 || Clusters count: 13 || Log posterior: -4192.594147577508 || Iter Time:0.032833099365234375 || Total time:55.74007034301758 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -4209.486519007473 || Iter Time:0.013621091842651367 || Total time:55.75369143486023 Iteration: 1948 || Clusters count: 13 || Log posterior: -4199.158984984465 || Iter Time:0.03331899642944336 || Total time:55.78701043128967 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -4235.961174407495 || Iter Time:0.013914108276367188 || Total time:55.80092453956604 Iteration: 1950 || Clusters count: 13 || Log posterior: -4199.732940371237 || Iter Time:0.03411984443664551 || Total time:55.835044384002686 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -4214.907485820995 || Iter Time:0.013735055923461914 || Total time:55.84877943992615 Iteration: 1952 || Clusters count: 13 || Log posterior: -4201.518697212645 || Iter Time:0.03437304496765137 || Total time:55.8831524848938 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -4188.043681371281 || Iter Time:0.013727903366088867 || Total time:55.89688038825989 Iteration: 1954 || Clusters count: 13 || Log posterior: -4179.3664309571095 || Iter Time:0.03330707550048828 || Total time:55.930187463760376 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -4234.996177877516 || Iter Time:0.013737916946411133 || Total time:55.94392538070679 Iteration: 1956 || Clusters count: 13 || Log posterior: -4224.0568739359915 || Iter Time:0.03332114219665527 || Total time:55.97724652290344 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -4230.605038126864 || Iter Time:0.01353311538696289 || Total time:55.990779638290405 Iteration: 1958 || Clusters count: 13 || Log posterior: -4213.686278227162 || Iter Time:0.03319907188415527 || Total time:56.02397871017456 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -4218.050534074256 || Iter Time:0.013919830322265625 || Total time:56.037898540496826 Iteration: 1960 || Clusters count: 13 || Log posterior: -4206.622373842912 || Iter Time:0.03243899345397949 || Total time:56.070337533950806 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -4231.686180979958 || Iter Time:0.013057947158813477 || Total time:56.08339548110962 Iteration: 1962 || Clusters count: 13 || Log posterior: -4213.32336791469 || Iter Time:0.032405853271484375 || Total time:56.1158013343811 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -4206.650578487809 || Iter Time:0.013286113739013672 || Total time:56.12908744812012 Iteration: 1964 || Clusters count: 13 || Log posterior: -4202.178493992596 || Iter Time:0.03305697441101074 || Total time:56.16214442253113 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -4213.378256765288 || Iter Time:0.012812137603759766 || Total time:56.17495656013489 Iteration: 1966 || Clusters count: 13 || Log posterior: -4209.266049161491 || Iter Time:0.0320589542388916 || Total time:56.20701551437378 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -4192.886654323881 || Iter Time:0.01247715950012207 || Total time:56.2194926738739 Iteration: 1968 || Clusters count: 13 || Log posterior: -4176.235404711433 || Iter Time:0.033094167709350586 || Total time:56.25258684158325 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -4204.438469783811 || Iter Time:0.01370096206665039 || Total time:56.2662878036499 Iteration: 1970 || Clusters count: 13 || Log posterior: -4194.631455231209 || Iter Time:0.057858943939208984 || Total time:56.32414674758911 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -4203.099507035321 || Iter Time:0.012465953826904297 || Total time:56.336612701416016 Iteration: 1972 || Clusters count: 13 || Log posterior: -4195.2402355101185 || Iter Time:0.03552389144897461 || Total time:56.37213659286499 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -4230.145941251017 || Iter Time:0.015560150146484375 || Total time:56.387696743011475 Iteration: 1974 || Clusters count: 13 || Log posterior: -4217.69429627456 || Iter Time:0.03643012046813965 || Total time:56.424126863479614 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -4204.485846244915 || Iter Time:0.012562990188598633 || Total time:56.43668985366821 Iteration: 1976 || Clusters count: 13 || Log posterior: -4184.756226325454 || Iter Time:0.033854007720947266 || Total time:56.47054386138916 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -4247.027886428356 || Iter Time:0.012533903121948242 || Total time:56.48307776451111 Iteration: 1978 || Clusters count: 13 || Log posterior: -4228.577416576721 || Iter Time:0.031584978103637695 || Total time:56.514662742614746 Loading and distributing data: 0.000170 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -4252.620186678324 || Iter Time:0.01241302490234375 || Total time:56.52707576751709 Iteration: 1980 || Clusters count: 13 || Log posterior: -4241.681088469571 || Iter Time:0.03361105918884277 || Total time:56.56068682670593 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -4190.072855476338 || Iter Time:0.013008832931518555 || Total time:56.57369565963745 Iteration: 1982 || Clusters count: 13 || Log posterior: -4186.201291035176 || Iter Time:0.031651973724365234 || Total time:56.605347633361816 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -4228.029370652139 || Iter Time:0.013275861740112305 || Total time:56.61862349510193 Iteration: 1984 || Clusters count: 13 || Log posterior: -4211.52507733062 || Iter Time:0.0325469970703125 || Total time:56.65117049217224 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -4227.540125360628 || Iter Time:0.014923095703125 || Total time:56.666093587875366 Iteration: 1986 || Clusters count: 13 || Log posterior: -4220.43808900819 || Iter Time:0.03616809844970703 || Total time:56.70226168632507 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -4210.407477756605 || Iter Time:0.013243913650512695 || Total time:56.715505599975586 Iteration: 1988 || Clusters count: 13 || Log posterior: -4203.093455222107 || Iter Time:0.03299212455749512 || Total time:56.74849772453308 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -4173.741911294176 || Iter Time:0.013226032257080078 || Total time:56.76172375679016 Iteration: 1990 || Clusters count: 13 || Log posterior: -4165.965190736268 || Iter Time:0.03230714797973633 || Total time:56.7940309047699 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -4202.371041818301 || Iter Time:0.014410972595214844 || Total time:56.80844187736511 Iteration: 1992 || Clusters count: 13 || Log posterior: -4185.147637592229 || Iter Time:0.031694889068603516 || Total time:56.840136766433716 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -4288.723211921022 || Iter Time:0.012552022933959961 || Total time:56.852688789367676 Iteration: 1994 || Clusters count: 13 || Log posterior: -4279.88905964596 || Iter Time:0.03421521186828613 || Total time:56.88690400123596 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -4278.133754555881 || Iter Time:0.014215946197509766 || Total time:56.90111994743347 Iteration: 1996 || Clusters count: 13 || Log posterior: -4256.349181270843 || Iter Time:0.03274822235107422 || Total time:56.933868169784546 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -4247.469594155186 || Iter Time:0.012455940246582031 || Total time:56.94632411003113 Iteration: 1998 || Clusters count: 13 || Log posterior: -4224.58854508863 || Iter Time:0.03469419479370117 || Total time:56.98101830482483 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -4287.166902859073 || Iter Time:0.013971090316772461 || Total time:56.9949893951416 Iteration: 2000 || Clusters count: 13 || Log posterior: -4266.519662145585 || Iter Time:0.055396080017089844 || Total time:57.05038547515869 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -4306.001709767383 || Iter Time:0.013283967971801758 || Total time:57.06366944313049 Iteration: 2002 || Clusters count: 13 || Log posterior: -4277.234419771995 || Iter Time:0.0331728458404541 || Total time:57.09684228897095 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -4229.787288277045 || Iter Time:0.01240086555480957 || Total time:57.10924315452576 Iteration: 2004 || Clusters count: 13 || Log posterior: -4225.737458602691 || Iter Time:0.030709028244018555 || Total time:57.139952182769775 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -4242.237814242947 || Iter Time:0.01232600212097168 || Total time:57.15227818489075 Iteration: 2006 || Clusters count: 13 || Log posterior: -4232.863530934416 || Iter Time:0.030237913131713867 || Total time:57.18251609802246 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -4234.848003839572 || Iter Time:0.012449026107788086 || Total time:57.19496512413025 Iteration: 2008 || Clusters count: 13 || Log posterior: -4213.779281174178 || Iter Time:0.03550291061401367 || Total time:57.23046803474426 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -4190.0249611804 || Iter Time:0.013490915298461914 || Total time:57.243958950042725 Iteration: 2010 || Clusters count: 13 || Log posterior: -4185.046468932919 || Iter Time:0.03185319900512695 || Total time:57.27581214904785 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -4188.564474199104 || Iter Time:0.012360811233520508 || Total time:57.28817296028137 Iteration: 2012 || Clusters count: 13 || Log posterior: -4180.885776594878 || Iter Time:0.029556989669799805 || Total time:57.31772994995117 Loading and distributing data: 0.000173 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -4192.477884478759 || Iter Time:0.012777090072631836 || Total time:57.330507040023804 Iteration: 2014 || Clusters count: 13 || Log posterior: -4172.90212692666 || Iter Time:0.03504300117492676 || Total time:57.36555004119873 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -4180.4068972857585 || Iter Time:0.015130043029785156 || Total time:57.380680084228516 Iteration: 2016 || Clusters count: 13 || Log posterior: -4169.403365831217 || Iter Time:0.031304121017456055 || Total time:57.41198420524597 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -4170.859670654332 || Iter Time:0.013361930847167969 || Total time:57.42534613609314 Iteration: 2018 || Clusters count: 13 || Log posterior: -4158.273006260835 || Iter Time:0.03170514106750488 || Total time:57.457051277160645 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -4208.105722312608 || Iter Time:0.013170003890991211 || Total time:57.470221281051636 Iteration: 2020 || Clusters count: 13 || Log posterior: -4201.062229028344 || Iter Time:0.029249906539916992 || Total time:57.49947118759155 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -4239.1589752543005 || Iter Time:0.012115955352783203 || Total time:57.511587142944336 Iteration: 2022 || Clusters count: 13 || Log posterior: -4225.45989627189 || Iter Time:0.029937028884887695 || Total time:57.541524171829224 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -4239.141014416788 || Iter Time:0.013155937194824219 || Total time:57.55468010902405 Iteration: 2024 || Clusters count: 13 || Log posterior: -4227.882429025194 || Iter Time:0.030166149139404297 || Total time:57.58484625816345 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -4210.433694524186 || Iter Time:0.012363910675048828 || Total time:57.5972101688385 Iteration: 2026 || Clusters count: 13 || Log posterior: -4191.9672234363325 || Iter Time:0.029330968856811523 || Total time:57.62654113769531 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -4209.033610259085 || Iter Time:0.012312889099121094 || Total time:57.638854026794434 Iteration: 2028 || Clusters count: 13 || Log posterior: -4202.730773873518 || Iter Time:0.03123307228088379 || Total time:57.67008709907532 Avg NMI: 0.9494872357870402 Full NMI: 0.9335292158145977 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m45.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 214.25s PkgEval succeeded after 317.07s