Package evaluation of DPMMSubClustersStreaming on Julia 1.12.0-DEV.1805 (a080deafdd*) started at 2025-03-24T17:50:39.442 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.9s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.3.2 [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 v1.6.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [dc6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.2.0+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.8.0+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+1 [14a3606d] + MozillaCACerts_jll v2024.11.26 [4536629a] + OpenBLAS_jll v0.3.28+3 [05823500] + OpenLibm_jll v0.8.1+3 [bea87d4a] + SuiteSparse_jll v7.8.0+1 [83775a58] + Zlib_jll v1.3.1+1 [8e850b90] + libblastrampoline_jll v5.11.2+0 [8e850ede] + nghttp2_jll v1.63.0+1 [3f19e933] + p7zip_jll v17.5.0+1 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 119.75s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_3qoVBr/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.118 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_3qoVBr/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.118 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.3.2 [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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [dc6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.2.0+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.8.0+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+1 [14a3606d] MozillaCACerts_jll v2024.11.26 [4536629a] OpenBLAS_jll v0.3.28+3 [05823500] OpenLibm_jll v0.8.1+3 [bea87d4a] SuiteSparse_jll v7.8.0+1 [83775a58] Zlib_jll v1.3.1+1 [8e850b90] libblastrampoline_jll v5.11.2+0 [8e850ede] nghttp2_jll v1.63.0+1 [3f19e933] p7zip_jll v17.5.0+1 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.594601 seconds (788.81 k allocations: 44.405 MiB, 2.97% gc time, 99.92% compilation time: 28% of which was recompilation) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:18.42665410041809 || Total time:18.42665410041809 Iteration: 1 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006621122360229492 || Total time:18.43327522277832 Iteration: 2 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006229877471923828 || Total time:18.439505100250244 Iteration: 3 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006430149078369141 || Total time:18.445935249328613 Iteration: 4 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.0065228939056396484 || Total time:18.452458143234253 Iteration: 5 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.0063860416412353516 || Total time:18.45884418487549 Iteration: 6 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006284952163696289 || Total time:18.465129137039185 Iteration: 7 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.0063838958740234375 || Total time:18.471513032913208 Iteration: 8 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006390094757080078 || Total time:18.477903127670288 Iteration: 9 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006680965423583984 || Total time:18.484584093093872 Iteration: 10 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.006829977035522461 || Total time:18.491414070129395 Iteration: 11 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.0065860748291015625 || Total time:18.498000144958496 Iteration: 12 || Clusters count: 1 || Log posterior: -233100.88173629093 || Iter Time:0.0068700313568115234 || Total time:18.504870176315308 Iteration: 13 || Clusters count: 2 || Log posterior: -232800.16736564378 || Iter Time:3.78021502494812 || Total time:22.285085201263428 Iteration: 14 || Clusters count: 2 || Log posterior: -232784.70284641118 || Iter Time:0.007021903991699219 || Total time:22.292107105255127 Iteration: 15 || Clusters count: 2 || Log posterior: -232797.46847141118 || Iter Time:0.0069200992584228516 || Total time:22.29902720451355 Iteration: 16 || Clusters count: 2 || Log posterior: -232770.64785222002 || Iter Time:0.00681614875793457 || Total time:22.305843353271484 Iteration: 17 || Clusters count: 2 || Log posterior: -232789.3513978506 || Iter Time:0.006736040115356445 || Total time:22.31257939338684 Iteration: 18 || Clusters count: 2 || Log posterior: -232800.70741753883 || Iter Time:0.0068929195404052734 || Total time:22.319472312927246 Iteration: 19 || Clusters count: 2 || Log posterior: -232776.34280586743 || Iter Time:0.006784200668334961 || Total time:22.32625651359558 Iteration: 20 || Clusters count: 2 || Log posterior: -232692.9224757142 || Iter Time:1.6087839603424072 || Total time:23.93504047393799 Loading and distributing data: 0.001023 seconds (128 allocations: 396.055 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232997.46387191446 || Iter Time:0.036483049392700195 || Total time:23.97152352333069 Iteration: 22 || Clusters count: 2 || Log posterior: -232973.80020843973 || Iter Time:0.0069539546966552734 || Total time:23.978477478027344 Iteration: 23 || Clusters count: 2 || Log posterior: -232972.25986702618 || Iter Time:0.006844043731689453 || Total time:23.985321521759033 Iteration: 24 || Clusters count: 2 || Log posterior: -232979.77637191446 || Iter Time:0.006967067718505859 || Total time:23.99228858947754 Iteration: 25 || Clusters count: 2 || Log posterior: -232967.7396741575 || Iter Time:0.006952047348022461 || Total time:23.99924063682556 Iteration: 26 || Clusters count: 2 || Log posterior: -232982.83029604598 || Iter Time:0.00689387321472168 || Total time:24.006134510040283 Iteration: 27 || Clusters count: 2 || Log posterior: -232974.24918915908 || Iter Time:0.006735086441040039 || Total time:24.012869596481323 Iteration: 28 || Clusters count: 4 || Log posterior: -232310.1174582863 || Iter Time:0.05894279479980469 || Total time:24.071812391281128 Iteration: 29 || Clusters count: 4 || Log posterior: -232158.80186839306 || Iter Time:0.007323026657104492 || Total time:24.079135417938232 Iteration: 30 || Clusters count: 4 || Log posterior: -232075.09769852762 || Iter Time:0.006891965866088867 || Total time:24.08602738380432 Iteration: 31 || Clusters count: 4 || Log posterior: -232042.66566434296 || Iter Time:0.006989955902099609 || Total time:24.09301733970642 Iteration: 32 || Clusters count: 4 || Log posterior: -232044.73756641874 || Iter Time:0.006906032562255859 || Total time:24.099923372268677 Iteration: 33 || Clusters count: 4 || Log posterior: -232008.91075055633 || Iter Time:0.007030963897705078 || Total time:24.106954336166382 Iteration: 34 || Clusters count: 4 || Log posterior: -232013.12552487594 || Iter Time:0.007070064544677734 || Total time:24.11402440071106 Iteration: 35 || Clusters count: 4 || Log posterior: -231969.0702517604 || Iter Time:0.0069158077239990234 || Total time:24.12094020843506 Iteration: 36 || Clusters count: 4 || Log posterior: -231959.9589413537 || Iter Time:0.006875038146972656 || Total time:24.12781524658203 Iteration: 37 || Clusters count: 4 || Log posterior: -231969.77098084585 || Iter Time:0.006912946701049805 || Total time:24.13472819328308 Iteration: 38 || Clusters count: 4 || Log posterior: -231970.36740963015 || Iter Time:0.006797075271606445 || Total time:24.141525268554688 Iteration: 39 || Clusters count: 4 || Log posterior: -231956.08889103986 || Iter Time:0.007246971130371094 || Total time:24.14877223968506 Iteration: 40 || Clusters count: 4 || Log posterior: -231973.2761644796 || Iter Time:0.00709986686706543 || Total time:24.155872106552124 Iteration: 41 || Clusters count: 4 || Log posterior: -231857.23434127236 || Iter Time:0.006815910339355469 || Total time:24.16268801689148 Loading and distributing data: 0.000826 seconds (128 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261963.11683946336 || Iter Time:0.007373809814453125 || Total time:24.170061826705933 Iteration: 43 || Clusters count: 6 || Log posterior: -260952.9705409288 || Iter Time:0.009016990661621094 || Total time:24.179078817367554 Iteration: 44 || Clusters count: 6 || Log posterior: -260786.45808613565 || Iter Time:0.007652997970581055 || Total time:24.186731815338135 Iteration: 45 || Clusters count: 6 || Log posterior: -260759.3582786436 || Iter Time:0.007981061935424805 || Total time:24.19471287727356 Iteration: 46 || Clusters count: 6 || Log posterior: -260791.1105468227 || Iter Time:0.007729053497314453 || Total time:24.202441930770874 Iteration: 47 || Clusters count: 6 || Log posterior: -260765.5931583504 || Iter Time:0.007528066635131836 || Total time:24.209969997406006 Iteration: 48 || Clusters count: 6 || Log posterior: -260755.30120888748 || Iter Time:0.007712125778198242 || Total time:24.217682123184204 Iteration: 49 || Clusters count: 7 || Log posterior: -260407.7976684538 || Iter Time:0.009392023086547852 || Total time:24.227074146270752 Iteration: 50 || Clusters count: 7 || Log posterior: -260372.17573406617 || Iter Time:0.03803300857543945 || Total time:24.26510715484619 Iteration: 51 || Clusters count: 7 || Log posterior: -260343.13578400985 || Iter Time:0.008094072341918945 || Total time:24.27320122718811 Iteration: 52 || Clusters count: 7 || Log posterior: -260305.28508302922 || Iter Time:0.008208990097045898 || Total time:24.281410217285156 Iteration: 53 || Clusters count: 7 || Log posterior: -260304.08912739222 || Iter Time:0.008335113525390625 || Total time:24.289745330810547 Iteration: 54 || Clusters count: 7 || Log posterior: -260296.76324814366 || Iter Time:0.007889032363891602 || Total time:24.29763436317444 Iteration: 55 || Clusters count: 8 || Log posterior: -260073.18730491845 || Iter Time:0.009868860244750977 || Total time:24.30750322341919 Iteration: 56 || Clusters count: 8 || Log posterior: -260034.1508606688 || Iter Time:0.008361101150512695 || Total time:24.315864324569702 Iteration: 57 || Clusters count: 8 || Log posterior: -260023.4429698996 || Iter Time:0.008436918258666992 || Total time:24.32430124282837 Iteration: 58 || Clusters count: 8 || Log posterior: -260009.87937120366 || Iter Time:1.0341260433197021 || Total time:25.35842728614807 Iteration: 59 || Clusters count: 8 || Log posterior: -259983.5964185942 || Iter Time:0.009858846664428711 || Total time:25.3682861328125 Iteration: 60 || Clusters count: 8 || Log posterior: -259969.45272450824 || Iter Time:0.009487152099609375 || Total time:25.37777328491211 Iteration: 61 || Clusters count: 8 || Log posterior: -259985.9270808615 || Iter Time:0.009649991989135742 || Total time:25.387423276901245 Iteration: 62 || Clusters count: 8 || Log posterior: -259921.88165739682 || Iter Time:0.00889897346496582 || Total time:25.39632225036621 Loading and distributing data: 0.000798 seconds (128 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259883.4774652003 || Iter Time:0.010384798049926758 || Total time:25.406707048416138 Iteration: 64 || Clusters count: 10 || Log posterior: -259613.43066368913 || Iter Time:0.010276079177856445 || Total time:25.416983127593994 Iteration: 65 || Clusters count: 10 || Log posterior: -259313.47046307314 || Iter Time:0.028450965881347656 || Total time:25.445434093475342 Iteration: 66 || Clusters count: 11 || Log posterior: -258996.32833409356 || Iter Time:0.011449098587036133 || Total time:25.456883192062378 Iteration: 67 || Clusters count: 11 || Log posterior: -258937.16404526992 || Iter Time:0.024769067764282227 || Total time:25.48165225982666 Iteration: 68 || Clusters count: 11 || Log posterior: -258947.29026028537 || Iter Time:0.009917974472045898 || Total time:25.491570234298706 Iteration: 69 || Clusters count: 11 || Log posterior: -258926.69032824025 || Iter Time:0.009718894958496094 || Total time:25.501289129257202 Iteration: 70 || Clusters count: 13 || Log posterior: -258419.56030500185 || Iter Time:0.011840105056762695 || Total time:25.513129234313965 Iteration: 71 || Clusters count: 13 || Log posterior: -258262.42341044437 || Iter Time:0.010298967361450195 || Total time:25.523428201675415 Iteration: 72 || Clusters count: 13 || Log posterior: -258247.33411228794 || Iter Time:0.010370016098022461 || Total time:25.533798217773438 Iteration: 73 || Clusters count: 13 || Log posterior: -258236.33774269916 || Iter Time:0.010290145874023438 || Total time:25.54408836364746 Iteration: 74 || Clusters count: 13 || Log posterior: -258232.1414258177 || Iter Time:0.01025700569152832 || Total time:25.55434536933899 Iteration: 75 || Clusters count: 13 || Log posterior: -258228.35606015826 || Iter Time:0.010061979293823242 || Total time:25.564407348632812 Iteration: 76 || Clusters count: 13 || Log posterior: -258243.19263310984 || Iter Time:0.022809982299804688 || Total time:25.587217330932617 Iteration: 77 || Clusters count: 13 || Log posterior: -258228.82172539775 || Iter Time:0.010451078414916992 || Total time:25.597668409347534 Iteration: 78 || Clusters count: 13 || Log posterior: -258214.84302551489 || Iter Time:0.010523080825805664 || Total time:25.60819149017334 Iteration: 79 || Clusters count: 13 || Log posterior: -258218.624522028 || Iter Time:0.010837078094482422 || Total time:25.619028568267822 Iteration: 80 || Clusters count: 13 || Log posterior: -258219.47226214194 || Iter Time:0.011802196502685547 || Total time:25.630830764770508 Iteration: 81 || Clusters count: 13 || Log posterior: -258216.1362280303 || Iter Time:0.01212310791015625 || Total time:25.642953872680664 Iteration: 82 || Clusters count: 13 || Log posterior: -258216.3240155129 || Iter Time:0.012321949005126953 || Total time:25.65527582168579 Iteration: 83 || Clusters count: 13 || Log posterior: -258189.30523478743 || Iter Time:0.011279821395874023 || Total time:25.666555643081665 Loading and distributing data: 0.000735 seconds (128 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -257742.1904908391 || Iter Time:0.016891956329345703 || Total time:25.68344759941101 Iteration: 85 || Clusters count: 16 || Log posterior: -256791.4114822363 || Iter Time:0.014786005020141602 || Total time:25.698233604431152 Iteration: 86 || Clusters count: 16 || Log posterior: -256701.3074959018 || Iter Time:0.013916969299316406 || Total time:25.71215057373047 Iteration: 87 || Clusters count: 16 || Log posterior: -256699.07296695575 || Iter Time:0.014033079147338867 || Total time:25.726183652877808 Iteration: 88 || Clusters count: 16 || Log posterior: -256689.9329808289 || Iter Time:0.014265060424804688 || Total time:25.740448713302612 Iteration: 89 || Clusters count: 16 || Log posterior: -256685.51915377684 || Iter Time:0.01764678955078125 || Total time:25.758095502853394 Iteration: 90 || Clusters count: 16 || Log posterior: -256693.43871551583 || Iter Time:0.014786005020141602 || Total time:25.772881507873535 Iteration: 91 || Clusters count: 16 || Log posterior: -256684.6879282186 || Iter Time:0.013772964477539062 || Total time:25.786654472351074 Iteration: 92 || Clusters count: 16 || Log posterior: -256687.06643110744 || Iter Time:0.013380050659179688 || Total time:25.800034523010254 Iteration: 93 || Clusters count: 16 || Log posterior: -256689.88031431814 || Iter Time:0.01308584213256836 || Total time:25.813120365142822 Iteration: 94 || Clusters count: 16 || Log posterior: -256683.64320849255 || Iter Time:0.021757841110229492 || Total time:25.83487820625305 Iteration: 95 || Clusters count: 17 || Log posterior: -256407.9192772676 || Iter Time:0.01795506477355957 || Total time:25.85283327102661 Iteration: 96 || Clusters count: 17 || Log posterior: -256392.243363286 || Iter Time:0.013751029968261719 || Total time:25.866584300994873 Iteration: 97 || Clusters count: 18 || Log posterior: -255759.75103650545 || Iter Time:0.014719009399414062 || Total time:25.881303310394287 Iteration: 98 || Clusters count: 18 || Log posterior: -255732.49103220928 || Iter Time:0.016881942749023438 || Total time:25.89818525314331 Iteration: 99 || Clusters count: 18 || Log posterior: -255738.40610091173 || Iter Time:0.015098094940185547 || Total time:25.913283348083496 Iteration: 100 || Clusters count: 18 || Log posterior: -255735.12195459017 || Iter Time:0.021273136138916016 || Total time:25.934556484222412 Iteration: 101 || Clusters count: 18 || Log posterior: -255737.86686684354 || Iter Time:0.018178939819335938 || Total time:25.952735424041748 Iteration: 102 || Clusters count: 18 || Log posterior: -255733.35836511996 || Iter Time:0.0179290771484375 || Total time:25.970664501190186 Iteration: 103 || Clusters count: 18 || Log posterior: -255736.2713637634 || Iter Time:0.022068023681640625 || Total time:25.992732524871826 Iteration: 104 || Clusters count: 18 || Log posterior: -255729.54774423726 || Iter Time:0.01746201515197754 || Total time:26.010194540023804 Loading and distributing data: 0.000838 seconds (128 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 19 || Log posterior: -255466.27428984878 || Iter Time:0.02374100685119629 || Total time:26.033935546875 Iteration: 106 || Clusters count: 19 || Log posterior: -255402.66984334026 || Iter Time:0.01903390884399414 || Total time:26.052969455718994 Iteration: 107 || Clusters count: 19 || Log posterior: -255396.70079304057 || Iter Time:0.01845097541809082 || Total time:26.071420431137085 Iteration: 108 || Clusters count: 19 || Log posterior: -255410.75548529436 || Iter Time:0.021641969680786133 || Total time:26.09306240081787 Iteration: 109 || Clusters count: 19 || Log posterior: -255396.7173294479 || Iter Time:0.02084493637084961 || Total 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time:26.448477506637573 Iteration: 124 || Clusters count: 20 || Log posterior: -254931.9780569398 || Iter Time:0.02799701690673828 || Total time:26.47647452354431 Iteration: 125 || Clusters count: 20 || Log posterior: -254931.9780569398 || Iter Time:0.02364802360534668 || Total time:26.500122547149658 Loading and distributing data: 0.000751 seconds (128 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254474.65214617606 || Iter Time:0.027924060821533203 || Total time:26.52804660797119 Iteration: 127 || Clusters count: 20 || Log posterior: -254469.7391276339 || Iter Time:0.02607107162475586 || Total time:26.554117679595947 Iteration: 128 || Clusters count: 20 || Log posterior: -254469.7391276339 || Iter Time:0.030164003372192383 || Total time:26.58428168296814 Iteration: 129 || Clusters count: 20 || Log posterior: -254469.7391276339 || Iter Time:0.03003406524658203 || Total time:26.61431574821472 Iteration: 130 || Clusters count: 20 || Log posterior: -254473.0481434718 || Iter Time:0.0278778076171875 || Total time:26.64219355583191 Iteration: 131 || Clusters count: 20 || Log posterior: -254469.7391276339 || Iter Time:0.030353069305419922 || Total time:26.67254662513733 Iteration: 132 || Clusters count: 20 || Log posterior: -254472.52441127485 || Iter Time:0.02689385414123535 || Total time:26.699440479278564 Iteration: 133 || Clusters count: 20 || Log posterior: -254473.69729383927 || Iter Time:0.0302431583404541 || Total time:26.72968363761902 Iteration: 134 || Clusters count: 20 || Log posterior: -254471.88404664636 || Iter Time:0.026662111282348633 || Total time:26.756345748901367 Iteration: 135 || Clusters count: 20 || Log posterior: -254468.20091096708 || Iter Time:0.02980184555053711 || Total time:26.786147594451904 Iteration: 136 || Clusters count: 20 || Log posterior: -254468.20091096708 || Iter Time:0.027296066284179688 || Total time:26.813443660736084 Iteration: 137 || Clusters count: 20 || Log posterior: -254468.20091096708 || Iter Time:0.030147075653076172 || Total time:26.84359073638916 Iteration: 138 || Clusters count: 20 || Log posterior: -254468.20091096708 || Iter Time:0.027868032455444336 || Total time:26.871458768844604 Iteration: 139 || Clusters count: 20 || Log posterior: -254469.8532168278 || Iter Time:0.03021097183227539 || Total time:26.90166974067688 Iteration: 140 || Clusters count: 20 || Log posterior: -254469.7391276339 || Iter Time:0.027195215225219727 || Total time:26.9288649559021 Iteration: 141 || Clusters count: 20 || Log posterior: -254469.51663464747 || Iter Time:0.03008103370666504 || Total time:26.958945989608765 Iteration: 142 || Clusters count: 20 || Log posterior: -254467.97841798066 || Iter Time:0.027058124542236328 || Total time:26.986004114151 Iteration: 143 || Clusters count: 20 || Log posterior: -254467.97841798066 || Iter Time:0.03118300437927246 || Total time:27.017187118530273 Iteration: 144 || Clusters count: 20 || Log posterior: -254467.97841798066 || Iter Time:0.027751922607421875 || Total time:27.044939041137695 Iteration: 145 || Clusters count: 20 || Log posterior: -254467.97841798066 || Iter Time:0.029967069625854492 || Total time:27.07490611076355 Iteration: 146 || Clusters count: 20 || Log posterior: -254467.97841798066 || Iter Time:0.02534198760986328 || Total time:27.100248098373413 Loading and distributing data: 0.000836 seconds (128 allocations: 396.023 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254737.03276102283 || Iter Time:0.0301969051361084 || Total time:27.13044500350952 Iteration: 148 || Clusters count: 20 || Log posterior: -254698.01187426827 || Iter Time:0.031193971633911133 || Total time:27.161638975143433 Iteration: 149 || Clusters count: 20 || Log posterior: -254699.9634037694 || Iter Time:0.027487993240356445 || Total time:27.18912696838379 Iteration: 150 || Clusters count: 20 || Log posterior: -254699.9634037694 || Iter Time:0.030302047729492188 || Total 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time:27.628586530685425 Iteration: 165 || Clusters count: 20 || Log posterior: -254700.72820828747 || Iter Time:0.02754998207092285 || Total time:27.656136512756348 Iteration: 166 || Clusters count: 20 || Log posterior: -254702.70861531375 || Iter Time:0.0311279296875 || Total time:27.687264442443848 Iteration: 167 || Clusters count: 20 || Log posterior: -254700.58098279306 || Iter Time:0.026523828506469727 || Total time:27.713788270950317 Loading and distributing data: 0.000993 seconds (128 allocations: 396.055 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254640.15547660142 || Iter Time:0.0335688591003418 || Total time:27.74735713005066 Iteration: 169 || Clusters count: 20 || Log posterior: -254632.8441353974 || Iter Time:0.026751995086669922 || Total time:27.77410912513733 Iteration: 170 || Clusters count: 20 || Log posterior: -254636.98801441636 || Iter Time:0.025716066360473633 || Total time:27.799825191497803 Iteration: 171 || Clusters count: 20 || Log posterior: -254630.20003599316 || Iter Time:0.029551982879638672 || Total time:27.82937717437744 Iteration: 172 || Clusters count: 20 || Log posterior: -254629.40050048503 || Iter Time:0.028020858764648438 || Total time:27.85739803314209 Iteration: 173 || Clusters count: 20 || Log posterior: -254628.5987554295 || Iter Time:0.030363082885742188 || Total time:27.887761116027832 Iteration: 174 || Clusters count: 20 || Log posterior: -254628.5987554295 || Iter Time:0.026232004165649414 || Total time:27.91399312019348 Iteration: 175 || Clusters count: 20 || Log posterior: -254632.31268404677 || Iter Time:0.02892017364501953 || Total time:27.9429132938385 Iteration: 176 || Clusters count: 20 || Log posterior: -254629.30390845146 || Iter Time:0.026270151138305664 || Total time:27.969183444976807 Iteration: 177 || Clusters count: 20 || Log posterior: -254634.5649473664 || Iter Time:0.029664039611816406 || Total time:27.998847484588623 Iteration: 178 || Clusters count: 20 || Log posterior: -254636.0668248842 || Iter Time:0.026349782943725586 || Total time:28.02519726753235 Iteration: 179 || Clusters count: 20 || Log posterior: -254631.63127589476 || Iter Time:0.029008865356445312 || Total time:28.054206132888794 Iteration: 180 || Clusters count: 20 || Log posterior: -254632.34117162906 || Iter Time:0.026484966278076172 || Total time:28.08069109916687 Iteration: 181 || Clusters count: 20 || Log posterior: -254637.0637533798 || Iter Time:0.028939008712768555 || Total time:28.10963010787964 Iteration: 182 || Clusters count: 20 || Log posterior: -254632.97886985907 || Iter Time:0.026417970657348633 || Total time:28.136048078536987 Iteration: 183 || Clusters count: 20 || Log posterior: -254634.41535371108 || Iter Time:0.031358957290649414 || Total time:28.167407035827637 Iteration: 184 || Clusters count: 20 || Log posterior: -254629.40050048503 || Iter Time:0.02811408042907715 || Total time:28.195521116256714 Iteration: 185 || Clusters count: 20 || Log posterior: -254637.74934564682 || Iter Time:0.030227184295654297 || Total time:28.225748300552368 Iteration: 186 || Clusters count: 20 || Log posterior: -254628.8890550241 || Iter Time:0.028982162475585938 || Total time:28.254730463027954 Iteration: 187 || Clusters count: 20 || Log posterior: -254628.8890550241 || Iter Time:0.030705928802490234 || Total time:28.285436391830444 Iteration: 188 || Clusters count: 20 || Log posterior: -254628.8890550241 || Iter Time:0.025514841079711914 || Total time:28.310951232910156 Loading and distributing data: 0.000790 seconds (128 allocations: 396.055 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254729.33160254115 || Iter Time:0.031228065490722656 || Total time:28.34217929840088 Iteration: 190 || Clusters count: 20 || Log posterior: -254703.4921072379 || Iter Time:0.026706933975219727 || Total time:28.3688862323761 Iteration: 191 || Clusters count: 20 || Log posterior: -254684.496378676 || Iter Time:0.028666973114013672 || Total time:28.397553205490112 Iteration: 192 || Clusters count: 20 || Log posterior: -254695.14214356465 || Iter Time:0.026008129119873047 || Total time:28.423561334609985 Iteration: 193 || Clusters count: 20 || Log posterior: -254689.9384493019 || Iter Time:0.029380083084106445 || Total time:28.452941417694092 Iteration: 194 || Clusters count: 20 || Log posterior: -254693.02404517797 || Iter Time:0.0266721248626709 || Total time:28.479613542556763 Iteration: 195 || Clusters count: 20 || Log posterior: -254692.90148826208 || Iter Time:0.02973794937133789 || Total time:28.5093514919281 Iteration: 196 || Clusters count: 20 || Log posterior: -254633.4880718726 || Iter Time:0.026715993881225586 || Total time:28.536067485809326 Iteration: 197 || Clusters count: 20 || Log posterior: -254628.38509775358 || Iter Time:0.03017401695251465 || Total time:28.56624150276184 Iteration: 198 || Clusters count: 20 || Log posterior: -254630.08656643576 || Iter Time:0.026913881301879883 || Total time:28.59315538406372 Iteration: 199 || Clusters count: 20 || Log posterior: -254626.1250141767 || Iter Time:0.02848196029663086 || Total time:28.62163734436035 Iteration: 200 || Clusters count: 20 || Log posterior: -254625.9972396525 || Iter Time:0.028252124786376953 || Total time:28.64988946914673 Iteration: 201 || Clusters count: 20 || Log posterior: -254625.52784236788 || Iter Time:0.02853703498840332 || Total time:28.678426504135132 Iteration: 202 || Clusters count: 20 || Log posterior: -254633.43566713308 || Iter Time:0.025539159774780273 || Total time:28.703965663909912 Iteration: 203 || Clusters count: 20 || Log posterior: -254628.3133097536 || Iter Time:0.03010702133178711 || Total time:28.7340726852417 Iteration: 204 || Clusters count: 20 || Log posterior: -254630.27657897965 || Iter Time:0.028059005737304688 || Total time:28.762131690979004 Iteration: 205 || Clusters count: 20 || Log posterior: -254624.14666040658 || Iter Time:0.0299530029296875 || Total time:28.79208469390869 Iteration: 206 || Clusters count: 20 || Log posterior: -254624.7864802535 || Iter Time:0.027550935745239258 || Total time:28.81963562965393 Iteration: 207 || Clusters count: 20 || Log posterior: -254626.8043532681 || Iter Time:0.02673482894897461 || Total time:28.846370458602905 Iteration: 208 || Clusters count: 20 || Log posterior: -254629.1957263588 || Iter Time:0.03131580352783203 || Total time:28.877686262130737 Iteration: 209 || Clusters count: 20 || Log posterior: -254625.50464757043 || Iter Time:0.025255918502807617 || Total time:28.902942180633545 NMI: 0.8091064761121389 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m22.6s [52240, 64703, 199302, 48194, 3147, 34996, 7545, 66117, 3166, 6784, 80248, 52414, 114350, 19207, 45034, 37748, 3893, 39468, 90622, 30822] Loading and distributing data: 0.000169 seconds (128 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:3.5631659030914307 || Total time:3.5631659030914307 Iteration: 1 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.0020668506622314453 || Total time:3.565232753753662 Iteration: 2 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.001580953598022461 || Total time:3.5668137073516846 Iteration: 3 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.0014140605926513672 || Total time:3.568227767944336 Iteration: 4 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.001425027847290039 || Total time:3.569652795791626 Iteration: 5 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.0013949871063232422 || Total time:3.571047782897949 Iteration: 6 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.0014121532440185547 || Total time:3.5724599361419678 Iteration: 7 || Clusters count: 1 || Log posterior: -6684.477745389113 || Iter Time:0.0013630390167236328 || Total time:3.5738229751586914 Iteration: 8 || Clusters count: 2 || Log posterior: -6304.0089089045305 || Iter Time:0.16063785552978516 || Total time:3.7344608306884766 Iteration: 9 || Clusters count: 2 || Log posterior: -6301.489092753891 || Iter Time:0.001962900161743164 || Total time:3.7364237308502197 Iteration: 10 || Clusters count: 2 || Log posterior: -6275.881286443865 || Iter Time:0.0017900466918945312 || Total time:3.7382137775421143 Iteration: 11 || Clusters count: 2 || Log posterior: -6244.866714955426 || Iter Time:0.0017249584197998047 || Total time:3.739938735961914 Iteration: 12 || Clusters count: 2 || Log posterior: -6249.103978018611 || Iter Time:0.0017499923706054688 || Total time:3.7416887283325195 Iteration: 13 || Clusters count: 2 || Log posterior: -6232.492310771818 || Iter Time:0.0018320083618164062 || Total time:3.743520736694336 Iteration: 14 || Clusters count: 2 || Log posterior: -6237.302789758475 || Iter Time:0.0017600059509277344 || Total time:3.7452807426452637 Iteration: 15 || Clusters count: 2 || Log posterior: -6256.68315798289 || Iter Time:0.0017039775848388672 || Total time:3.7469847202301025 Iteration: 16 || Clusters count: 2 || Log posterior: -6260.737234103306 || Iter Time:0.00173187255859375 || Total time:3.7487165927886963 Iteration: 17 || Clusters count: 2 || Log posterior: -6288.259514728688 || Iter Time:0.0016698837280273438 || Total time:3.7503864765167236 Iteration: 18 || Clusters count: 3 || Log posterior: -6072.66115271066 || Iter Time:0.013295888900756836 || Total time:3.7636823654174805 Iteration: 19 || Clusters count: 3 || Log posterior: -5978.041331763801 || Iter Time:0.0023391246795654297 || Total time:3.766021490097046 Iteration: 20 || Clusters count: 3 || Log posterior: -5927.427043880589 || Iter Time:0.002226114273071289 || Total time:3.768247604370117 Iteration: 21 || Clusters count: 3 || Log posterior: -5865.976018178399 || Iter Time:0.0020859241485595703 || Total 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Iteration: 29 || Clusters count: 3 || Log posterior: -5892.161660570996 || Iter Time:0.002949953079223633 || Total time:3.877399206161499 Iteration: 30 || Clusters count: 3 || Log posterior: -5826.308686357693 || Iter Time:1.387868881225586 || Total time:5.265268087387085 false [1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 3, 1, 1, 3, 1, 1, 1, 1, 1, 1, 3, 1, 1, 3, 2, 1, 1, 1, 3, 1, 3, 1, 3, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 3, 1, 1, 3, 1, 1, 1, 1, 1, 1, 3, 1, 1, 3, 1, 1, 1, 1, 3, 1, 3, 1, 3, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000181 seconds (128 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5660.28499635525 || Iter Time:0.03402304649353027 || Total time:5.299291133880615 Iteration: 32 || Clusters count: 4 || Log posterior: -5588.2189602316475 || Iter Time:0.004659891128540039 || Total time:5.303951025009155 Loading and distributing data: 0.000122 seconds (128 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4640.32552404833 || Iter Time:0.0032529830932617188 || Total time:5.307204008102417 Iteration: 34 || Clusters count: 4 || Log posterior: -4624.334870169174 || Iter Time:0.004889011383056641 || Total time:5.312093019485474 Loading and distributing data: 0.000133 seconds (128 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4389.743863242127 || Iter Time:0.003215789794921875 || Total time:5.3153088092803955 Iteration: 36 || Clusters count: 4 || Log posterior: -4365.707977189942 || Iter Time:0.004503965377807617 || Total time:5.319812774658203 Loading and distributing data: 0.000098 seconds (128 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Iteration: 655 || Clusters count: 12 || Log posterior: -3487.294231075398 || Iter Time:0.00994110107421875 || Total time:11.991210222244263 Iteration: 656 || Clusters count: 12 || Log posterior: -3474.652991182338 || Iter Time:0.014204025268554688 || Total time:12.005414247512817 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 657 || Clusters count: 12 || Log posterior: -3510.7583147133278 || Iter Time:0.010117769241333008 || Total time:12.01553201675415 Iteration: 658 || Clusters count: 12 || Log posterior: -3496.2815015546435 || Iter Time:0.015134096145629883 || Total time:12.03066611289978 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 659 || Clusters count: 12 || Log posterior: -3546.5404387276926 || Iter Time:0.010766029357910156 || Total time:12.04143214225769 Iteration: 660 || Clusters count: 12 || Log posterior: -3527.9551060262793 || Iter Time:0.015104055404663086 || Total 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Iteration: 743 || Clusters count: 12 || Log posterior: -3548.423647250792 || Iter Time:0.00978994369506836 || Total time:13.139085531234741 Iteration: 744 || Clusters count: 12 || Log posterior: -3537.87861030164 || Iter Time:0.013590097427368164 || Total time:13.15267562866211 Loading and distributing data: 0.000139 seconds (129 allocations: 13.227 KiB) Iteration: 745 || Clusters count: 12 || Log posterior: -3564.8981338664726 || Iter Time:0.009422063827514648 || Total time:13.162097692489624 Iteration: 746 || Clusters count: 12 || Log posterior: -3531.6377627839097 || Iter Time:0.014101028442382812 || Total time:13.176198720932007 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 747 || Clusters count: 12 || Log posterior: -3486.4640171493907 || Iter Time:0.01106715202331543 || Total time:13.187265872955322 Iteration: 748 || Clusters count: 12 || Log posterior: -3452.9721668598386 || Iter Time:0.013718843460083008 || Total 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Iteration: 765 || Clusters count: 12 || Log posterior: -3490.004372259246 || Iter Time:0.010473966598510742 || Total time:13.421737432479858 Iteration: 766 || Clusters count: 12 || Log posterior: -3466.5096956803814 || Iter Time:0.013750076293945312 || Total time:13.435487508773804 Loading and distributing data: 0.000137 seconds (129 allocations: 13.227 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3442.329551681198 || Iter Time:0.009510040283203125 || Total time:13.444997549057007 Iteration: 768 || Clusters count: 12 || Log posterior: -3432.1283850858467 || Iter Time:0.013897895812988281 || Total time:13.458895444869995 Loading and distributing data: 0.000132 seconds (129 allocations: 13.227 KiB) Iteration: 769 || Clusters count: 12 || Log posterior: -3456.8112535907685 || Iter Time:0.010120868682861328 || Total time:13.469016313552856 Iteration: 770 || Clusters count: 12 || Log posterior: -3444.130582827186 || Iter Time:0.013861894607543945 || Total 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Iteration: 787 || Clusters count: 12 || Log posterior: -3503.4088653260646 || Iter Time:0.009921789169311523 || Total time:13.708504676818848 Iteration: 788 || Clusters count: 12 || Log posterior: -3467.6576502976977 || Iter Time:0.013038873672485352 || Total time:13.721543550491333 Loading and distributing data: 0.000110 seconds (129 allocations: 13.227 KiB) Iteration: 789 || Clusters count: 13 || Log posterior: -3509.54008372268 || Iter Time:0.010574102401733398 || Total time:13.732117652893066 Iteration: 790 || Clusters count: 13 || Log posterior: -3478.2246760582875 || Iter Time:0.014393091201782227 || Total time:13.746510744094849 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 791 || Clusters count: 13 || Log posterior: -3532.9248191854385 || Iter Time:0.009860038757324219 || Total time:13.756370782852173 Iteration: 792 || Clusters count: 13 || Log posterior: -3512.3945551762636 || Iter Time:0.015009164810180664 || Total 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13 || Log posterior: -3463.9288758123234 || Iter Time:0.014435052871704102 || Total time:13.846882104873657 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 799 || Clusters count: 13 || Log posterior: -3454.899148586775 || Iter Time:0.011548042297363281 || Total time:13.85843014717102 Iteration: 800 || Clusters count: 13 || Log posterior: -3448.5206224237713 || Iter Time:0.01494908332824707 || Total time:13.873379230499268 Loading and distributing data: 0.000114 seconds (129 allocations: 13.227 KiB) Iteration: 801 || Clusters count: 13 || Log posterior: -3456.8146776020326 || Iter Time:0.010277986526489258 || Total time:13.883657217025757 Iteration: 802 || Clusters count: 13 || Log posterior: -3433.2385895395837 || Iter Time:0.014455795288085938 || Total time:13.898113012313843 Loading and distributing data: 0.000114 seconds (129 allocations: 13.227 KiB) Iteration: 803 || Clusters count: 13 || Log posterior: -3486.3044137346815 || Iter 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Iteration: 809 || Clusters count: 13 || Log posterior: -3465.800118575173 || Iter Time:0.013797998428344727 || Total time:14.009655237197876 Iteration: 810 || Clusters count: 13 || Log posterior: -3450.4431173544613 || Iter Time:0.015608072280883789 || Total time:14.02526330947876 Loading and distributing data: 0.000129 seconds (129 allocations: 13.227 KiB) Iteration: 811 || Clusters count: 14 || Log posterior: -3541.5238522682234 || Iter Time:0.01191401481628418 || Total time:14.037177324295044 Iteration: 812 || Clusters count: 14 || Log posterior: -3518.7729273048103 || Iter Time:0.015391111373901367 || Total time:14.052568435668945 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 813 || Clusters count: 14 || Log posterior: -3492.09052979122 || Iter Time:0.01061391830444336 || Total time:14.063182353973389 Iteration: 814 || Clusters count: 14 || Log posterior: -3465.7475120707727 || Iter Time:0.014802932739257812 || Total 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|| Log posterior: -3469.249669464262 || Iter Time:0.015675067901611328 || Total time:14.157050132751465 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 821 || Clusters count: 14 || Log posterior: -3494.3350817022956 || Iter Time:0.011318206787109375 || Total time:14.168368339538574 Iteration: 822 || Clusters count: 14 || Log posterior: -3468.6092686900683 || Iter Time:0.015748023986816406 || Total time:14.18411636352539 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 823 || Clusters count: 14 || Log posterior: -3505.611089236527 || Iter Time:0.011096954345703125 || Total time:14.195213317871094 Iteration: 824 || Clusters count: 14 || Log posterior: -3464.649335590443 || Iter Time:0.015086889266967773 || Total time:14.210300207138062 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 825 || Clusters count: 14 || Log posterior: -3549.9922242018724 || Iter 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Iteration: 831 || Clusters count: 13 || Log posterior: -3497.4139402272745 || Iter Time:0.010579109191894531 || Total time:14.29787802696228 Iteration: 832 || Clusters count: 13 || Log posterior: -3464.3592303581327 || Iter Time:0.014576911926269531 || Total time:14.31245493888855 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 833 || Clusters count: 14 || Log posterior: -3487.646331459238 || Iter Time:0.011223077774047852 || Total time:14.323678016662598 Iteration: 834 || Clusters count: 13 || Log posterior: -3462.052371423047 || Iter Time:0.031087875366210938 || Total time:14.354765892028809 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 835 || Clusters count: 13 || Log posterior: -3467.3668077632747 || Iter Time:0.011539936065673828 || Total time:14.366305828094482 Iteration: 836 || Clusters count: 13 || Log posterior: -3444.132445820181 || Iter Time:0.01553797721862793 || Total time:14.38184380531311 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-3509.5356364077356 || Iter Time:0.014351129531860352 || Total time:14.456914901733398 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 843 || Clusters count: 13 || Log posterior: -3523.305121110066 || Iter Time:0.010671138763427734 || Total time:14.467586040496826 Iteration: 844 || Clusters count: 13 || Log posterior: -3491.6026829319476 || Iter Time:0.015440940856933594 || Total time:14.48302698135376 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 845 || Clusters count: 13 || Log posterior: -3436.5850446898917 || Iter Time:0.010859966278076172 || Total time:14.493886947631836 Iteration: 846 || Clusters count: 13 || Log posterior: -3417.6584623826934 || Iter Time:0.015140056610107422 || Total time:14.509027004241943 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 847 || Clusters count: 13 || Log posterior: -3462.7415302507984 || Iter Time:0.010986804962158203 || 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Iteration: 903 || Clusters count: 13 || Log posterior: -3516.975791694697 || Iter Time:0.011826038360595703 || Total time:15.314610958099365 Iteration: 904 || Clusters count: 13 || Log posterior: -3499.081342702084 || Iter Time:0.016139984130859375 || Total time:15.330750942230225 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 905 || Clusters count: 13 || Log posterior: -3485.505206529717 || Iter Time:0.011458158493041992 || Total time:15.342209100723267 Iteration: 906 || Clusters count: 13 || Log posterior: -3474.1384092775124 || Iter Time:0.01571488380432129 || Total time:15.357923984527588 Loading and distributing data: 0.000143 seconds (129 allocations: 13.227 KiB) Iteration: 907 || Clusters count: 14 || Log posterior: -3476.2609598273875 || Iter Time:0.012248992919921875 || Total time:15.37017297744751 Iteration: 908 || Clusters count: 14 || Log posterior: -3457.9894856240976 || Iter Time:0.01624894142150879 || Total 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Iteration: 947 || Clusters count: 13 || Log posterior: -3549.628368768457 || Iter Time:0.011182069778442383 || Total time:15.940771341323853 Iteration: 948 || Clusters count: 13 || Log posterior: -3520.268606300338 || Iter Time:0.015691041946411133 || Total time:15.956462383270264 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 949 || Clusters count: 13 || Log posterior: -3497.055313369588 || Iter Time:0.011099815368652344 || Total time:15.967562198638916 Iteration: 950 || Clusters count: 13 || Log posterior: -3472.157057531928 || Iter Time:0.015236139297485352 || Total time:15.982798337936401 Loading and distributing data: 0.000123 seconds (129 allocations: 13.258 KiB) Iteration: 951 || Clusters count: 13 || Log posterior: -3480.2673984739235 || Iter Time:0.011464118957519531 || Total time:15.994262456893921 Iteration: 952 || Clusters count: 13 || Log posterior: -3460.426762317571 || Iter Time:0.015341997146606445 || Total 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Iteration: 969 || Clusters count: 13 || Log posterior: -3478.250299865414 || Iter Time:0.011234045028686523 || Total time:16.260448217391968 Iteration: 970 || Clusters count: 13 || Log posterior: -3453.3618616695044 || Iter Time:0.014873027801513672 || Total time:16.27532124519348 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 971 || Clusters count: 13 || Log posterior: -3501.4855791408227 || Iter Time:0.014703989028930664 || Total time:16.290025234222412 Iteration: 972 || Clusters count: 13 || Log posterior: -3479.585201220368 || Iter Time:0.014775991439819336 || Total time:16.30480122566223 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 973 || Clusters count: 13 || Log posterior: -3521.370934452948 || Iter Time:0.010710000991821289 || Total time:16.315511226654053 Iteration: 974 || Clusters count: 13 || Log posterior: -3498.3097977290763 || Iter Time:0.015377044677734375 || Total 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Iteration: 991 || Clusters count: 13 || Log posterior: -3532.4232084405485 || Iter Time:0.012231826782226562 || Total time:16.566235303878784 Iteration: 992 || Clusters count: 13 || Log posterior: -3524.8540380739637 || Iter Time:0.016993999481201172 || Total time:16.583229303359985 Loading and distributing data: 0.000126 seconds (129 allocations: 13.258 KiB) Iteration: 993 || Clusters count: 13 || Log posterior: -3518.49370236261 || Iter Time:0.011696100234985352 || Total time:16.59492540359497 Iteration: 994 || Clusters count: 13 || Log posterior: -3491.5524140007274 || Iter Time:0.015570878982543945 || Total time:16.610496282577515 Loading and distributing data: 0.000124 seconds (129 allocations: 13.258 KiB) Iteration: 995 || Clusters count: 13 || Log posterior: -3502.8701272557946 || Iter Time:0.01122283935546875 || Total time:16.621719121932983 Iteration: 996 || Clusters count: 13 || Log posterior: -3488.1674449317147 || Iter Time:0.03131890296936035 || Total 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Iteration: 1013 || Clusters count: 13 || Log posterior: -3492.891340197089 || Iter Time:0.01151895523071289 || Total time:16.89001965522766 Iteration: 1014 || Clusters count: 13 || Log posterior: -3475.627626408298 || Iter Time:0.015961170196533203 || Total time:16.905980825424194 Loading and distributing data: 0.000123 seconds (129 allocations: 13.258 KiB) Iteration: 1015 || Clusters count: 13 || Log posterior: -3488.1854773921814 || Iter Time:0.011830806732177734 || Total time:16.917811632156372 Iteration: 1016 || Clusters count: 13 || Log posterior: -3462.721087566986 || Iter Time:0.015745878219604492 || Total time:16.933557510375977 Loading and distributing data: 0.000109 seconds (129 allocations: 13.258 KiB) Iteration: 1017 || Clusters count: 13 || Log posterior: -3493.128770299272 || Iter Time:0.011134147644042969 || Total time:16.94469165802002 Iteration: 1018 || Clusters count: 13 || Log posterior: -3473.75336891178 || Iter Time:0.01578211784362793 || Total 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Iteration: 1035 || Clusters count: 13 || Log posterior: -3538.526255540166 || Iter Time:0.012441158294677734 || Total time:17.222761392593384 Iteration: 1036 || Clusters count: 13 || Log posterior: -3505.6710706292224 || Iter Time:0.016197919845581055 || Total time:17.238959312438965 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 1037 || Clusters count: 13 || Log posterior: -3505.9750324295783 || Iter Time:0.011260032653808594 || Total time:17.250219345092773 Iteration: 1038 || Clusters count: 13 || Log posterior: -3484.651058115856 || Iter Time:0.015931129455566406 || Total time:17.26615047454834 Loading and distributing data: 0.000128 seconds (129 allocations: 13.227 KiB) Iteration: 1039 || Clusters count: 13 || Log posterior: -3516.2217013165982 || Iter Time:0.0117950439453125 || Total time:17.277945518493652 Iteration: 1040 || Clusters count: 13 || Log posterior: -3484.9740130174773 || Iter Time:0.016582012176513672 || Total 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Iteration: 1057 || Clusters count: 14 || Log posterior: -3545.485715147162 || Iter Time:0.012370824813842773 || Total time:17.558619499206543 Iteration: 1058 || Clusters count: 14 || Log posterior: -3521.3785579196865 || Iter Time:0.01710987091064453 || Total time:17.575729370117188 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 1059 || Clusters count: 14 || Log posterior: -3583.0237418201054 || Iter Time:0.013151884078979492 || Total time:17.588881254196167 Iteration: 1060 || Clusters count: 14 || Log posterior: -3547.972186716972 || Iter Time:0.017328977584838867 || Total time:17.606210231781006 Loading and distributing data: 0.000124 seconds (129 allocations: 13.227 KiB) Iteration: 1061 || Clusters count: 13 || Log posterior: -3543.2609981222777 || Iter Time:0.012073993682861328 || Total time:17.618284225463867 Iteration: 1062 || Clusters count: 13 || Log posterior: -3525.9880639458315 || Iter Time:0.017611980438232422 || Total 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Iteration: 1079 || Clusters count: 14 || Log posterior: -3534.532821175684 || Iter Time:0.011775970458984375 || Total time:17.882423877716064 Iteration: 1080 || Clusters count: 14 || Log posterior: -3488.138935637451 || Iter Time:0.016323089599609375 || Total time:17.898746967315674 Loading and distributing data: 0.000118 seconds (129 allocations: 13.227 KiB) Iteration: 1081 || Clusters count: 15 || Log posterior: -3531.9313316887906 || Iter Time:0.011358022689819336 || Total time:17.910104990005493 Iteration: 1082 || Clusters count: 15 || Log posterior: -3509.2777864571217 || Iter Time:0.015949010848999023 || Total time:17.926054000854492 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 1083 || Clusters count: 14 || Log posterior: -3530.5195796321327 || Iter Time:0.010698080062866211 || Total time:17.93675208091736 Iteration: 1084 || Clusters count: 13 || Log posterior: -3494.380750064516 || Iter Time:0.016670942306518555 || Total 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Iteration: 1189 || Clusters count: 13 || Log posterior: -3503.156807188727 || Iter Time:0.010548114776611328 || Total time:19.36514949798584 Iteration: 1190 || Clusters count: 12 || Log posterior: -3462.7933687045197 || Iter Time:0.014575958251953125 || Total time:19.379725456237793 Loading and distributing data: 0.000118 seconds (129 allocations: 13.258 KiB) Iteration: 1191 || Clusters count: 12 || Log posterior: -3490.5208179909455 || Iter Time:0.012336969375610352 || Total time:19.392062425613403 Iteration: 1192 || Clusters count: 12 || Log posterior: -3460.424124428059 || Iter Time:0.017426013946533203 || Total time:19.409488439559937 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 1193 || Clusters count: 12 || Log posterior: -3504.823986067332 || Iter Time:0.011600971221923828 || Total time:19.42108941078186 Iteration: 1194 || Clusters count: 12 || Log posterior: -3487.36982327676 || Iter Time:0.01613783836364746 || Total 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Iteration: 1277 || Clusters count: 12 || Log posterior: -3430.6348253838673 || Iter Time:0.011137962341308594 || Total time:20.54305624961853 Iteration: 1278 || Clusters count: 12 || Log posterior: -3417.092240985429 || Iter Time:0.013906002044677734 || Total time:20.556962251663208 Loading and distributing data: 0.000114 seconds (129 allocations: 13.258 KiB) Iteration: 1279 || Clusters count: 12 || Log posterior: -3439.5344256866515 || Iter Time:0.01066899299621582 || Total time:20.567631244659424 Iteration: 1280 || Clusters count: 12 || Log posterior: -3429.7253209853347 || Iter Time:0.014264106750488281 || Total time:20.581895351409912 Loading and distributing data: 0.000113 seconds (129 allocations: 13.258 KiB) Iteration: 1281 || Clusters count: 12 || Log posterior: -3442.329252994059 || Iter Time:0.011273860931396484 || Total time:20.59316921234131 Iteration: 1282 || Clusters count: 12 || Log posterior: -3438.0825336811795 || Iter Time:0.034329891204833984 || Total 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Iteration: 1321 || Clusters count: 12 || Log posterior: -3492.936696305972 || Iter Time:0.010302066802978516 || Total time:21.143505334854126 Iteration: 1322 || Clusters count: 12 || Log posterior: -3480.7783595241217 || Iter Time:0.014528989791870117 || Total time:21.158034324645996 Loading and distributing data: 0.000136 seconds (129 allocations: 13.227 KiB) Iteration: 1323 || Clusters count: 12 || Log posterior: -3481.3772318894235 || Iter Time:0.010196924209594727 || Total time:21.16823124885559 Iteration: 1324 || Clusters count: 12 || Log posterior: -3450.113993001577 || Iter Time:0.014637947082519531 || Total time:21.18286919593811 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 1325 || Clusters count: 12 || Log posterior: -3481.148928699062 || Iter Time:0.011687994003295898 || Total time:21.194557189941406 Iteration: 1326 || Clusters count: 12 || Log posterior: -3450.28742699468 || Iter Time:0.015151023864746094 || Total 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Iteration: 1343 || Clusters count: 12 || Log posterior: -3534.0383823900256 || Iter Time:0.010597944259643555 || Total time:21.43443465232849 Iteration: 1344 || Clusters count: 12 || Log posterior: -3521.5613620855092 || Iter Time:0.03300213813781738 || Total time:21.46743679046631 Loading and distributing data: 0.000118 seconds (129 allocations: 13.258 KiB) Iteration: 1345 || Clusters count: 12 || Log posterior: -3509.078072108687 || Iter Time:0.010764122009277344 || Total time:21.478200912475586 Iteration: 1346 || Clusters count: 12 || Log posterior: -3481.031164681566 || Iter Time:0.015263080596923828 || Total time:21.49346399307251 Loading and distributing data: 0.000126 seconds (129 allocations: 13.258 KiB) Iteration: 1347 || Clusters count: 12 || Log posterior: -3511.853579892602 || Iter Time:0.011142969131469727 || Total time:21.50460696220398 Iteration: 1348 || Clusters count: 12 || Log posterior: -3474.676555074802 || Iter Time:0.01706218719482422 || Total 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Iteration: 1431 || Clusters count: 12 || Log posterior: -3522.7522717299944 || Iter Time:0.011656999588012695 || Total time:22.62137746810913 Iteration: 1432 || Clusters count: 12 || Log posterior: -3479.3969670140623 || Iter Time:0.014019012451171875 || Total time:22.635396480560303 Loading and distributing data: 0.000129 seconds (129 allocations: 13.258 KiB) Iteration: 1433 || Clusters count: 12 || Log posterior: -3497.228696870549 || Iter Time:0.01073002815246582 || Total time:22.64612650871277 Iteration: 1434 || Clusters count: 12 || Log posterior: -3485.3601049339545 || Iter Time:0.014618158340454102 || Total time:22.660744667053223 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 1435 || Clusters count: 12 || Log posterior: -3573.2537544522643 || Iter Time:0.010123014450073242 || Total time:22.670867681503296 Iteration: 1436 || Clusters count: 12 || Log posterior: -3536.3142995995936 || Iter Time:0.014545917510986328 || Total 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Iteration: 1453 || Clusters count: 12 || Log posterior: -3493.693086610197 || Iter Time:0.012536048889160156 || Total time:22.92860460281372 Iteration: 1454 || Clusters count: 12 || Log posterior: -3465.284379124688 || Iter Time:0.016093969345092773 || Total time:22.944698572158813 Loading and distributing data: 0.000145 seconds (129 allocations: 13.258 KiB) Iteration: 1455 || Clusters count: 13 || Log posterior: -3521.9465588250364 || Iter Time:0.011055946350097656 || Total time:22.95575451850891 Iteration: 1456 || Clusters count: 12 || Log posterior: -3492.9874500866595 || Iter Time:0.014488935470581055 || Total time:22.970243453979492 Loading and distributing data: 0.000151 seconds (129 allocations: 13.227 KiB) Iteration: 1457 || Clusters count: 12 || Log posterior: -3581.892579773773 || Iter Time:0.010664939880371094 || Total time:22.980908393859863 Iteration: 1458 || Clusters count: 12 || Log posterior: -3563.7859757718807 || Iter Time:0.014411211013793945 || Total 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Iteration: 1519 || Clusters count: 12 || Log posterior: -3411.9645869791366 || Iter Time:0.011750936508178711 || Total time:23.82379150390625 Iteration: 1520 || Clusters count: 12 || Log posterior: -3391.0664196035596 || Iter Time:0.014764785766601562 || Total time:23.83855628967285 Loading and distributing data: 0.000126 seconds (129 allocations: 13.258 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3501.3872924876164 || Iter Time:0.010606050491333008 || Total time:23.849162340164185 Iteration: 1522 || Clusters count: 12 || Log posterior: -3490.347357869942 || Iter Time:0.015117168426513672 || Total time:23.8642795085907 Loading and distributing data: 0.000127 seconds (129 allocations: 13.258 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3514.9286156043713 || Iter Time:0.011054039001464844 || Total time:23.875333547592163 Iteration: 1524 || Clusters count: 12 || Log posterior: -3502.3028143024867 || Iter Time:0.014629125595092773 || Total 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Iteration: 1541 || Clusters count: 12 || Log posterior: -3502.4165920419523 || Iter Time:0.011024951934814453 || Total time:24.125896453857422 Iteration: 1542 || Clusters count: 12 || Log posterior: -3495.287664607726 || Iter Time:0.014816045761108398 || Total time:24.14071249961853 Loading and distributing data: 0.000128 seconds (129 allocations: 13.258 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3516.8478409644326 || Iter Time:0.010231971740722656 || Total time:24.150944471359253 Iteration: 1544 || Clusters count: 12 || Log posterior: -3493.167266215082 || Iter Time:0.014869928359985352 || Total time:24.16581439971924 Loading and distributing data: 0.000117 seconds (129 allocations: 13.258 KiB) Iteration: 1545 || Clusters count: 12 || Log posterior: -3481.032140476139 || Iter Time:0.01106882095336914 || Total time:24.176883220672607 Iteration: 1546 || Clusters count: 12 || Log posterior: -3445.503719406591 || Iter Time:0.015027999877929688 || Total 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Iteration: 1563 || Clusters count: 12 || Log posterior: -3522.7648199552973 || Iter Time:0.010020971298217773 || Total time:24.399502992630005 Iteration: 1564 || Clusters count: 12 || Log posterior: -3510.1140504278246 || Iter Time:0.01635289192199707 || Total time:24.415855884552002 Loading and distributing data: 0.000132 seconds (129 allocations: 13.227 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3533.954134207685 || Iter Time:0.00945591926574707 || Total time:24.42531180381775 Iteration: 1566 || Clusters count: 12 || Log posterior: -3517.2550216359527 || Iter Time:0.014404773712158203 || Total time:24.439716577529907 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 1567 || Clusters count: 12 || Log posterior: -3483.509289019075 || Iter Time:0.009905815124511719 || Total time:24.44962239265442 Iteration: 1568 || Clusters count: 12 || Log posterior: -3466.1776409895197 || Iter Time:0.014766931533813477 || Total 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Iteration: 1585 || Clusters count: 12 || Log posterior: -3496.6327638465277 || Iter Time:0.010848045349121094 || Total time:24.696897506713867 Iteration: 1586 || Clusters count: 12 || Log posterior: -3459.9490019327895 || Iter Time:0.014831066131591797 || Total time:24.71172857284546 Loading and distributing data: 0.000124 seconds (129 allocations: 13.227 KiB) Iteration: 1587 || Clusters count: 12 || Log posterior: -3514.5078113689124 || Iter Time:0.011169195175170898 || Total time:24.72289776802063 Iteration: 1588 || Clusters count: 12 || Log posterior: -3492.7331068139047 || Iter Time:0.014050960540771484 || Total time:24.7369487285614 Loading and distributing data: 0.000123 seconds (129 allocations: 13.258 KiB) Iteration: 1589 || Clusters count: 12 || Log posterior: -3531.6460699263866 || Iter Time:0.010390996932983398 || Total time:24.747339725494385 Iteration: 1590 || Clusters count: 12 || Log posterior: -3509.9646402826024 || Iter Time:0.013992786407470703 || Total 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|| Log posterior: -3465.70437411923 || Iter Time:0.01483011245727539 || Total time:28.074586391448975 Loading and distributing data: 0.000113 seconds (129 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3518.3709552261116 || Iter Time:0.011801004409790039 || Total time:28.086387395858765 Iteration: 1840 || Clusters count: 13 || Log posterior: -3503.364727781824 || Iter Time:0.015192985534667969 || Total time:28.101580381393433 Loading and distributing data: 0.000128 seconds (129 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3534.8547548771494 || Iter Time:0.010190010070800781 || Total time:28.111770391464233 Iteration: 1842 || Clusters count: 13 || Log posterior: -3521.623403147683 || Iter Time:0.014626026153564453 || Total time:28.126396417617798 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3482.7936854378954 || Iter 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KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3468.369987469303 || Iter Time:0.011946916580200195 || Total time:28.21588706970215 Iteration: 1850 || Clusters count: 13 || Log posterior: -3460.4412007526457 || Iter Time:0.01587510108947754 || Total time:28.231762170791626 Loading and distributing data: 0.000128 seconds (129 allocations: 13.227 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3512.9647025196523 || Iter Time:0.031194210052490234 || Total time:28.262956380844116 Iteration: 1852 || Clusters count: 13 || Log posterior: -3498.4909940181205 || Iter Time:0.015239953994750977 || Total time:28.278196334838867 Loading and distributing data: 0.000118 seconds (129 allocations: 13.258 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3528.115443343314 || Iter Time:0.011440038681030273 || Total time:28.289636373519897 Iteration: 1854 || Clusters count: 13 || Log posterior: -3503.765740409359 || Iter Time:0.014720916748046875 || Total 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|| Log posterior: -3530.693260245806 || Iter Time:0.015480995178222656 || Total time:28.380563259124756 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3533.7192277472905 || Iter Time:0.010662078857421875 || Total time:28.391225337982178 Iteration: 1862 || Clusters count: 12 || Log posterior: -3501.6624643871532 || Iter Time:0.014054059982299805 || Total time:28.405279397964478 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3517.8916811230665 || Iter Time:0.011863946914672852 || Total time:28.41714334487915 Iteration: 1864 || Clusters count: 12 || Log posterior: -3495.3278754083494 || Iter Time:0.015193939208984375 || Total time:28.432337284088135 Loading and distributing data: 0.000143 seconds (129 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3467.0489911700693 || Iter 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Iteration: 1871 || Clusters count: 12 || Log posterior: -3509.700400482811 || Iter Time:0.01026010513305664 || Total time:28.517382383346558 Iteration: 1872 || Clusters count: 12 || Log posterior: -3477.442213903306 || Iter Time:0.014245986938476562 || Total time:28.531628370285034 Loading and distributing data: 0.000134 seconds (129 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3527.4080341720696 || Iter Time:0.010616064071655273 || Total time:28.54224443435669 Iteration: 1874 || Clusters count: 12 || Log posterior: -3499.33288258417 || Iter Time:0.015069007873535156 || Total time:28.557313442230225 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3505.2102869854684 || Iter Time:0.010917901992797852 || Total time:28.568231344223022 Iteration: 1876 || Clusters count: 12 || Log posterior: -3492.2817261459354 || Iter Time:0.015018939971923828 || Total time:28.583250284194946 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3550.624465255418 || Iter Time:0.0116729736328125 || Total time:28.59492325782776 Iteration: 1878 || Clusters count: 13 || Log posterior: -3536.0798046271575 || Iter Time:0.01514887809753418 || Total time:28.610072135925293 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3553.1741897576335 || Iter Time:0.010316848754882812 || Total time:28.620388984680176 Iteration: 1880 || Clusters count: 13 || Log posterior: -3514.941274333213 || Iter Time:0.01448202133178711 || Total time:28.634871006011963 Loading and distributing data: 0.000104 seconds (129 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3486.784806856998 || Iter Time:0.009055852890014648 || Total time:28.643926858901978 Iteration: 1882 || Clusters count: 13 || Log posterior: -3470.173231162258 || Iter Time:0.0158231258392334 || Total time:28.65974998474121 Loading and distributing data: 0.000145 seconds (129 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3506.193811855632 || Iter Time:0.011010885238647461 || Total time:28.67076086997986 Iteration: 1884 || Clusters count: 12 || Log posterior: -3485.7794891730045 || Iter Time:0.014623880386352539 || Total time:28.68538475036621 Loading and distributing data: 0.000133 seconds (129 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3545.733852627765 || Iter Time:0.010766029357910156 || Total time:28.69615077972412 Iteration: 1886 || Clusters count: 12 || Log posterior: -3517.8014666609633 || Iter Time:0.03646993637084961 || Total time:28.73262071609497 Loading and distributing data: 0.000120 seconds (129 allocations: 13.258 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3562.845555310093 || Iter Time:0.010951042175292969 || Total time:28.743571758270264 Iteration: 1888 || Clusters count: 12 || Log posterior: -3541.021435113219 || Iter Time:0.014094114303588867 || Total time:28.757665872573853 Loading and distributing data: 0.000124 seconds (129 allocations: 13.258 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3520.694461434149 || Iter Time:0.010007858276367188 || Total time:28.76767373085022 Iteration: 1890 || Clusters count: 12 || Log posterior: -3508.1705320071674 || Iter Time:0.014178991317749023 || Total time:28.78185272216797 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3549.9594726801315 || Iter Time:0.009931087493896484 || Total time:28.791783809661865 Iteration: 1892 || Clusters count: 12 || Log posterior: -3516.470656145543 || Iter Time:0.01423501968383789 || Total time:28.806018829345703 Loading and distributing data: 0.000121 seconds (129 allocations: 13.258 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3481.0481960951033 || Iter Time:0.010317087173461914 || Total time:28.816335916519165 Iteration: 1894 || Clusters count: 12 || Log posterior: -3471.3776464731236 || Iter Time:0.014392852783203125 || Total time:28.830728769302368 Loading and distributing data: 0.000117 seconds (129 allocations: 13.258 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3457.987898297595 || Iter Time:0.00984811782836914 || Total time:28.840576887130737 Iteration: 1896 || Clusters count: 12 || Log posterior: -3444.5621640620657 || Iter Time:0.014639854431152344 || Total time:28.85521674156189 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3491.973407240816 || Iter Time:0.011800050735473633 || Total time:28.867016792297363 Iteration: 1898 || Clusters count: 12 || Log posterior: -3471.9587311656956 || Iter Time:0.014657974243164062 || Total time:28.881674766540527 Loading and distributing data: 0.000117 seconds (129 allocations: 13.258 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3490.6385735443846 || Iter Time:0.01017618179321289 || Total time:28.89185094833374 Iteration: 1900 || Clusters count: 12 || Log posterior: -3483.3817072223796 || Iter Time:0.014471054077148438 || Total time:28.90632200241089 Loading and distributing data: 0.000141 seconds (129 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3473.4635358732758 || Iter Time:0.011381149291992188 || Total time:28.91770315170288 Iteration: 1902 || Clusters count: 12 || Log posterior: -3457.2440807081143 || Iter Time:0.015626907348632812 || Total time:28.933330059051514 Loading and distributing data: 0.000133 seconds (129 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3546.053191468028 || Iter Time:0.010976076126098633 || Total time:28.944306135177612 Iteration: 1904 || Clusters count: 12 || Log posterior: -3519.9026429299347 || Iter Time:0.015284061431884766 || Total time:28.959590196609497 Loading and distributing data: 0.000124 seconds (129 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3527.190367704801 || Iter Time:0.011110067367553711 || Total time:28.97070026397705 Iteration: 1906 || Clusters count: 12 || Log posterior: -3518.760758055828 || Iter Time:0.01512289047241211 || Total time:28.985823154449463 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3516.9702913827387 || Iter Time:0.011590957641601562 || Total time:28.997414112091064 Iteration: 1908 || Clusters count: 12 || Log posterior: -3495.14914914182 || Iter Time:0.014703989028930664 || Total time:29.012118101119995 Loading and distributing data: 0.000133 seconds (129 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3514.705377119896 || Iter Time:0.011435985565185547 || Total time:29.02355408668518 Iteration: 1910 || Clusters count: 12 || Log posterior: -3508.7479601718883 || Iter Time:0.014874935150146484 || Total time:29.038429021835327 Loading and distributing data: 0.000138 seconds (129 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3531.0264364305704 || Iter Time:0.01116800308227539 || Total time:29.049597024917603 Iteration: 1912 || Clusters count: 12 || Log posterior: -3503.9974295525158 || Iter Time:0.015028953552246094 || Total time:29.06462597846985 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3513.3684083203043 || Iter Time:0.011422872543334961 || Total time:29.076048851013184 Iteration: 1914 || Clusters count: 12 || Log posterior: -3495.530231355735 || Iter Time:0.014033079147338867 || Total time:29.090081930160522 Loading and distributing data: 0.000137 seconds (129 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3506.2142092763333 || Iter Time:0.010097026824951172 || Total time:29.100178956985474 Iteration: 1916 || Clusters count: 12 || Log posterior: -3498.23454647381 || Iter Time:0.014587163925170898 || Total time:29.114766120910645 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3557.4678414124164 || Iter Time:0.009989023208618164 || Total time:29.124755144119263 Iteration: 1918 || Clusters count: 12 || Log posterior: -3539.576852055234 || Iter Time:0.014877796173095703 || Total time:29.13963294029236 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3550.981640461989 || Iter Time:0.010252952575683594 || Total time:29.149885892868042 Iteration: 1920 || Clusters count: 12 || Log posterior: -3529.757554699153 || Iter Time:0.015245914459228516 || Total time:29.16513180732727 Loading and distributing data: 0.000146 seconds (129 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3506.112465597137 || Iter Time:0.011380910873413086 || Total time:29.176512718200684 Iteration: 1922 || Clusters count: 12 || Log posterior: -3489.6021349215584 || Iter Time:0.01389312744140625 || Total time:29.19040584564209 Loading and distributing data: 0.000137 seconds (129 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3515.517589838845 || Iter Time:0.032186031341552734 || Total time:29.222591876983643 Iteration: 1924 || Clusters count: 12 || Log posterior: -3496.109274987323 || Iter Time:0.014528989791870117 || Total time:29.237120866775513 Loading and distributing data: 0.000123 seconds (129 allocations: 13.258 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3501.8157796574437 || Iter Time:0.009618043899536133 || Total time:29.24673891067505 Iteration: 1926 || Clusters count: 12 || Log posterior: -3485.9598211338425 || Iter Time:0.013661861419677734 || Total time:29.260400772094727 Loading and distributing data: 0.000133 seconds (129 allocations: 13.258 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3521.1447777375315 || Iter Time:0.009546995162963867 || Total time:29.26994776725769 Iteration: 1928 || Clusters count: 12 || Log posterior: -3510.1006586120734 || Iter Time:0.013508081436157227 || Total time:29.283455848693848 Loading and distributing data: 0.000118 seconds (129 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3531.745643715733 || Iter Time:0.010013103485107422 || Total time:29.293468952178955 Iteration: 1930 || Clusters count: 12 || Log posterior: -3514.7115976035616 || Iter Time:0.014189004898071289 || Total time:29.307657957077026 Loading and distributing data: 0.000124 seconds (129 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3469.411008187025 || Iter Time:0.010838985443115234 || Total time:29.31849694252014 Iteration: 1932 || Clusters count: 13 || Log posterior: -3455.5715646192234 || Iter Time:0.015395879745483398 || Total time:29.333892822265625 Loading and distributing data: 0.000133 seconds (129 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3527.4265431635877 || Iter Time:0.012013912200927734 || Total time:29.345906734466553 Iteration: 1934 || Clusters count: 13 || Log posterior: -3500.724909976718 || Iter Time:0.01601696014404297 || Total time:29.361923694610596 Loading and distributing data: 0.000134 seconds (129 allocations: 13.258 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3492.225410738035 || Iter Time:0.011685848236083984 || Total time:29.37360954284668 Iteration: 1936 || Clusters count: 12 || Log posterior: -3469.0706203214577 || Iter Time:0.014052867889404297 || Total time:29.387662410736084 Loading and distributing data: 0.000129 seconds (129 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3428.404197877701 || Iter Time:0.010639190673828125 || Total time:29.398301601409912 Iteration: 1938 || Clusters count: 12 || Log posterior: -3414.1832335811855 || Iter Time:0.014719009399414062 || Total time:29.413020610809326 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3488.054833432807 || Iter Time:0.010174036026000977 || Total time:29.423194646835327 Iteration: 1940 || Clusters count: 12 || Log posterior: -3469.8645598222474 || Iter Time:0.014471054077148438 || Total time:29.437665700912476 Loading and distributing data: 0.000129 seconds (129 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3480.257462399493 || Iter Time:0.011806964874267578 || Total time:29.449472665786743 Iteration: 1942 || Clusters count: 12 || Log posterior: -3463.484996091851 || Iter Time:0.015397071838378906 || Total time:29.464869737625122 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3476.3909516771687 || Iter Time:0.012713909149169922 || Total time:29.477583646774292 Iteration: 1944 || Clusters count: 12 || Log posterior: -3464.167755307079 || Iter Time:0.014693021774291992 || Total time:29.492276668548584 Loading and distributing data: 0.000127 seconds (129 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3471.627257194235 || Iter Time:0.010749101638793945 || Total time:29.503025770187378 Iteration: 1946 || Clusters count: 12 || Log posterior: -3465.6065566240027 || Iter Time:0.015202045440673828 || Total time:29.51822781562805 Loading and distributing data: 0.000135 seconds (129 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3465.5047242030696 || Iter Time:0.01151585578918457 || Total time:29.529743671417236 Iteration: 1948 || Clusters count: 12 || Log posterior: -3447.158452782449 || Iter Time:0.014757156372070312 || Total time:29.544500827789307 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3470.9967842220826 || Iter Time:0.01008296012878418 || Total time:29.55458378791809 Iteration: 1950 || Clusters count: 12 || Log posterior: -3446.720567035974 || Iter Time:0.014446020126342773 || Total time:29.569029808044434 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3556.7372931932905 || Iter Time:0.010470151901245117 || Total time:29.57949995994568 Iteration: 1952 || Clusters count: 12 || Log posterior: -3536.6989875779386 || Iter Time:0.014372825622558594 || Total time:29.593872785568237 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3600.3538071676285 || Iter Time:0.010307073593139648 || Total time:29.604179859161377 Iteration: 1954 || Clusters count: 12 || Log posterior: -3580.576796352967 || Iter Time:0.015952110290527344 || Total time:29.620131969451904 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3471.8781226538576 || Iter Time:0.011506080627441406 || Total time:29.631638050079346 Iteration: 1956 || Clusters count: 13 || Log posterior: -3447.633144934807 || Iter Time:0.014961004257202148 || Total time:29.646599054336548 Loading and distributing data: 0.000126 seconds (129 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3474.0187964326187 || Iter Time:0.011364936828613281 || Total time:29.65796399116516 Iteration: 1958 || Clusters count: 13 || Log posterior: -3449.7695665379356 || Iter Time:0.015374898910522461 || Total time:29.673338890075684 Loading and distributing data: 0.000141 seconds (129 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3524.0813499858095 || Iter Time:0.010452985763549805 || Total time:29.683791875839233 Iteration: 1960 || Clusters count: 13 || Log posterior: -3508.7842286098053 || Iter Time:0.03619813919067383 || Total time:29.719990015029907 Loading and distributing data: 0.000122 seconds (129 allocations: 13.258 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3506.790548871767 || Iter Time:0.010159015655517578 || Total time:29.730149030685425 Iteration: 1962 || Clusters count: 13 || Log posterior: -3500.5144616293996 || Iter Time:0.0153961181640625 || Total time:29.745545148849487 Loading and distributing data: 0.000148 seconds (129 allocations: 13.258 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3496.879289387724 || Iter Time:0.01073598861694336 || Total time:29.75628113746643 Iteration: 1964 || Clusters count: 12 || Log posterior: -3478.0363039429308 || Iter Time:0.014223098754882812 || Total time:29.770504236221313 Loading and distributing data: 0.000128 seconds (129 allocations: 13.258 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3550.3095458854214 || Iter Time:0.010689020156860352 || Total time:29.781193256378174 Iteration: 1966 || Clusters count: 13 || Log posterior: -3527.199164965995 || Iter Time:0.014559030532836914 || Total time:29.79575228691101 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3546.244904105974 || Iter Time:0.009766101837158203 || Total time:29.80551838874817 Iteration: 1968 || Clusters count: 12 || Log posterior: -3512.3384144830757 || Iter Time:0.014686822891235352 || Total time:29.820205211639404 Loading and distributing data: 0.000112 seconds (129 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3485.795947085599 || Iter Time:0.009436845779418945 || Total time:29.829642057418823 Iteration: 1970 || Clusters count: 12 || Log posterior: -3481.332396139632 || Iter Time:0.014482975006103516 || Total time:29.844125032424927 Loading and distributing data: 0.000115 seconds (129 allocations: 13.258 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3475.1350228075976 || Iter Time:0.010601997375488281 || Total time:29.854727029800415 Iteration: 1972 || Clusters count: 12 || Log posterior: -3452.4967846319887 || Iter Time:0.014340877532958984 || Total time:29.869067907333374 Loading and distributing data: 0.000137 seconds (129 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3439.7108910667384 || Iter Time:0.010241985321044922 || Total time:29.87930989265442 Iteration: 1974 || Clusters count: 12 || Log posterior: -3430.0636432041206 || Iter Time:0.014084100723266602 || Total time:29.893393993377686 Loading and distributing data: 0.000139 seconds (129 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3519.8161503162564 || Iter Time:0.010814189910888672 || Total time:29.904208183288574 Iteration: 1976 || Clusters count: 12 || Log posterior: -3498.0448919348696 || Iter Time:0.014862060546875 || Total time:29.91907024383545 Loading and distributing data: 0.000122 seconds (129 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3521.6538022922546 || Iter Time:0.010710000991821289 || Total time:29.92978024482727 Iteration: 1978 || Clusters count: 12 || Log posterior: -3494.0248619822146 || Iter Time:0.015390157699584961 || Total time:29.945170402526855 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3562.5493065293726 || Iter Time:0.011008024215698242 || Total time:29.956178426742554 Iteration: 1980 || Clusters count: 12 || Log posterior: -3540.427750354244 || Iter Time:0.015177011489868164 || Total time:29.971355438232422 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3558.5394560035634 || Iter Time:0.010644912719726562 || Total time:29.98200035095215 Iteration: 1982 || Clusters count: 12 || Log posterior: -3520.7406216242193 || Iter Time:0.014956951141357422 || Total time:29.996957302093506 Loading and distributing data: 0.000116 seconds (129 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3499.8963529950624 || Iter Time:0.01075601577758789 || Total time:30.007713317871094 Iteration: 1984 || Clusters count: 12 || Log posterior: -3471.254788512084 || Iter Time:0.014926910400390625 || Total time:30.022640228271484 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3515.1821828416682 || Iter Time:0.010563850402832031 || Total time:30.033204078674316 Iteration: 1986 || Clusters count: 12 || Log posterior: -3502.2155409171123 || Iter Time:0.014868974685668945 || Total time:30.048073053359985 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3536.319003032198 || Iter Time:0.011147022247314453 || Total time:30.0592200756073 Iteration: 1988 || Clusters count: 12 || Log posterior: -3510.448156897107 || Iter Time:0.015770912170410156 || Total time:30.07499098777771 Loading and distributing data: 0.000124 seconds (129 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3508.6490943061367 || Iter Time:0.011855840682983398 || Total time:30.086846828460693 Iteration: 1990 || Clusters count: 12 || Log posterior: -3488.273899102777 || Iter Time:0.01575183868408203 || Total time:30.102598667144775 Loading and distributing data: 0.000114 seconds (129 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3513.3724901302976 || Iter Time:0.011049032211303711 || Total time:30.11364769935608 Iteration: 1992 || Clusters count: 12 || Log posterior: -3498.3154035061343 || Iter Time:0.015034914016723633 || Total time:30.128682613372803 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3493.413157774566 || Iter Time:0.011191129684448242 || Total time:30.13987374305725 Iteration: 1994 || Clusters count: 12 || Log posterior: -3475.409012142981 || Iter Time:0.015151023864746094 || Total time:30.155024766921997 Loading and distributing data: 0.000129 seconds (129 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3446.3851921013543 || Iter Time:0.010406017303466797 || Total time:30.165430784225464 Iteration: 1996 || Clusters count: 12 || Log posterior: -3443.943658450083 || Iter Time:0.03510093688964844 || Total time:30.200531721115112 Loading and distributing data: 0.000124 seconds (129 allocations: 13.258 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3481.350134125855 || Iter Time:0.00993204116821289 || Total time:30.210463762283325 Iteration: 1998 || Clusters count: 12 || Log posterior: -3462.768600933377 || Iter Time:0.014000892639160156 || Total time:30.224464654922485 Loading and distributing data: 0.000120 seconds (129 allocations: 13.258 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3438.0984244622664 || Iter Time:0.010483980178833008 || Total time:30.23494863510132 Iteration: 2000 || Clusters count: 12 || Log posterior: -3435.899256156709 || Iter Time:0.015107870101928711 || Total time:30.250056505203247 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3477.8777147997052 || Iter Time:0.009908914566040039 || Total time:30.259965419769287 Iteration: 2002 || Clusters count: 12 || Log posterior: -3459.0902429567145 || Iter Time:0.014045953750610352 || Total time:30.274011373519897 Loading and distributing data: 0.000117 seconds (129 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3531.5278208741115 || Iter Time:0.01024007797241211 || Total time:30.28425145149231 Iteration: 2004 || Clusters count: 12 || Log posterior: -3515.1099972830943 || Iter Time:0.014580965042114258 || Total time:30.298832416534424 Loading and distributing data: 0.000131 seconds (129 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3519.0988584910015 || Iter Time:0.0097808837890625 || Total time:30.308613300323486 Iteration: 2006 || Clusters count: 12 || Log posterior: -3497.0716761087556 || Iter Time:0.013540029525756836 || Total time:30.322153329849243 Loading and distributing data: 0.000124 seconds (129 allocations: 13.258 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3518.9594189352374 || Iter Time:0.010212898254394531 || Total time:30.332366228103638 Iteration: 2008 || Clusters count: 12 || Log posterior: -3494.371714062488 || Iter Time:0.014513969421386719 || Total time:30.346880197525024 Loading and distributing data: 0.000112 seconds (129 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3531.7556422796983 || Iter Time:0.009680032730102539 || Total time:30.356560230255127 Iteration: 2010 || Clusters count: 12 || Log posterior: -3515.1086690325446 || Iter Time:0.01411890983581543 || Total time:30.370679140090942 Loading and distributing data: 0.000123 seconds (129 allocations: 13.258 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3484.8314855161857 || Iter Time:0.011119842529296875 || Total time:30.38179898262024 Iteration: 2012 || Clusters count: 12 || Log posterior: -3463.718741332516 || Iter Time:0.014219045639038086 || Total time:30.396018028259277 Loading and distributing data: 0.000123 seconds (129 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3480.493354908572 || Iter Time:0.010313034057617188 || Total time:30.406331062316895 Iteration: 2014 || Clusters count: 12 || Log posterior: -3457.872725860091 || Iter Time:0.014550924301147461 || Total time:30.420881986618042 Loading and distributing data: 0.000130 seconds (129 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3480.786130014519 || Iter Time:0.010389089584350586 || Total time:30.431271076202393 Iteration: 2016 || Clusters count: 12 || Log posterior: -3469.228781157036 || Iter Time:0.013339996337890625 || Total time:30.444611072540283 Loading and distributing data: 0.000119 seconds (129 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3492.9413484597094 || Iter Time:0.009483098983764648 || Total time:30.454094171524048 Iteration: 2018 || Clusters count: 12 || Log posterior: -3469.1716562776546 || Iter Time:0.013525962829589844 || Total time:30.467620134353638 Loading and distributing data: 0.000113 seconds (129 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3506.158828956643 || Iter Time:0.00938105583190918 || Total time:30.477001190185547 Iteration: 2020 || Clusters count: 12 || Log posterior: -3501.498660272406 || Iter Time:0.013466119766235352 || Total time:30.490467309951782 Loading and distributing data: 0.000129 seconds (129 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3541.010486673579 || Iter Time:0.009233951568603516 || Total time:30.499701261520386 Iteration: 2022 || Clusters count: 12 || Log posterior: -3526.6014621453646 || Iter Time:0.01400613784790039 || Total time:30.513707399368286 Loading and distributing data: 0.000118 seconds (129 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3504.4466317538067 || Iter Time:0.010046958923339844 || Total time:30.523754358291626 Iteration: 2024 || Clusters count: 12 || Log posterior: -3464.930562354485 || Iter Time:0.013642072677612305 || Total time:30.53739643096924 Loading and distributing data: 0.000115 seconds (129 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3457.3247150882953 || Iter Time:0.009904146194458008 || Total time:30.547300577163696 Iteration: 2026 || Clusters count: 12 || Log posterior: -3442.1627420776617 || Iter Time:0.01441502571105957 || Total time:30.561715602874756 Loading and distributing data: 0.000125 seconds (129 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3462.46912335941 || Iter Time:0.014405012130737305 || Total time:30.576120615005493 Iteration: 2028 || Clusters count: 12 || Log posterior: -3450.144469339832 || Iter Time:0.016499996185302734 || Total time:30.592620611190796 Avg NMI: 0.8268598730037774 Full NMI: 0.7928354817532203 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m17.1s Testing DPMMSubClustersStreaming tests passed Testing completed after 184.6s PkgEval succeeded after 332.47s