Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.704 (4632cd28b9*) started at 2025-06-05T18:02:57.899 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.52s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/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 v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [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 v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [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 v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [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 v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 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 4.62s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 111.49s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_6NDGUO/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [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 v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_6NDGUO/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 v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [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 v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [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 v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [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 v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 4.384698 seconds (1.20 M allocations: 68.718 MiB, 13.04% gc time, 99.94% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:16.962399005889893 || Total time:16.962399005889893 Iteration: 1 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.006500959396362305 || Total time:16.968899965286255 Iteration: 2 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.0052509307861328125 || Total time:16.974150896072388 Iteration: 3 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005762815475463867 || Total time:16.97991371154785 Iteration: 4 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005568981170654297 || Total time:16.985482692718506 Iteration: 5 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.018535137176513672 || Total time:17.00401782989502 Iteration: 6 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.006002902984619141 || Total time:17.01002073287964 Iteration: 7 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005950927734375 || Total time:17.015971660614014 Iteration: 8 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005903005599975586 || Total time:17.02187466621399 Iteration: 9 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.0058498382568359375 || Total time:17.027724504470825 Iteration: 10 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005864143371582031 || Total time:17.033588647842407 Iteration: 11 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.005830049514770508 || Total time:17.039418697357178 Iteration: 12 || Clusters count: 1 || Log posterior: -233176.16298629093 || Iter Time:0.0056610107421875 || Total time:17.045079708099365 Iteration: 13 || Clusters count: 2 || Log posterior: -232961.80039188333 || Iter Time:3.8619279861450195 || Total time:20.907007694244385 Iteration: 14 || Clusters count: 2 || Log posterior: -232941.2702398473 || Iter Time:0.005897998809814453 || Total time:20.9129056930542 Iteration: 15 || Clusters count: 2 || Log posterior: -232953.00677976792 || Iter Time:0.005507946014404297 || Total time:20.918413639068604 Iteration: 16 || Clusters count: 2 || Log posterior: -232938.48585015646 || Iter Time:0.00546717643737793 || Total time:20.92388081550598 Iteration: 17 || Clusters count: 2 || Log posterior: -232933.84683591308 || Iter Time:0.0057201385498046875 || Total time:20.929600954055786 Iteration: 18 || Clusters count: 2 || Log posterior: -232953.23804775006 || Iter Time:0.005593061447143555 || Total time:20.93519401550293 Iteration: 19 || Clusters count: 2 || Log posterior: -232959.17398199547 || Iter Time:0.07447195053100586 || Total time:21.009665966033936 Iteration: 20 || Clusters count: 2 || Log posterior: -232859.9784287741 || Iter Time:3.30322003364563 || Total time:24.312885999679565 Loading and distributing data: 0.001115 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233129.36033229687 || Iter Time:0.033818960189819336 || Total time:24.346704959869385 Iteration: 22 || Clusters count: 2 || Log posterior: -233088.1769957453 || Iter Time:0.005999088287353516 || Total time:24.35270404815674 Iteration: 23 || Clusters count: 2 || Log posterior: -233069.70062108856 || Iter Time:0.005995035171508789 || Total time:24.358699083328247 Iteration: 24 || Clusters count: 2 || Log posterior: -233029.89554763382 || Iter Time:0.005970001220703125 || Total time:24.36466908454895 Iteration: 25 || Clusters count: 2 || Log posterior: -233063.18329808547 || Iter Time:0.005986928939819336 || Total time:24.37065601348877 Iteration: 26 || Clusters count: 2 || Log posterior: -233033.14867937277 || Iter Time:0.006057024002075195 || Total time:24.376713037490845 Iteration: 27 || Clusters count: 2 || Log posterior: -233018.5178399791 || Iter Time:0.006096839904785156 || Total time:24.38280987739563 Iteration: 28 || Clusters count: 3 || Log posterior: -232788.51983790426 || Iter Time:0.008819103240966797 || Total time:24.391628980636597 Iteration: 29 || Clusters count: 3 || Log posterior: -232676.57826291726 || Iter Time:0.006911039352416992 || Total time:24.398540019989014 Iteration: 30 || Clusters count: 3 || Log posterior: -232670.97035844353 || Iter Time:0.006675004959106445 || Total time:24.40521502494812 Iteration: 31 || Clusters count: 4 || Log posterior: -232539.66184032738 || Iter Time:0.008612871170043945 || Total time:24.413827896118164 Iteration: 32 || Clusters count: 4 || Log posterior: -232433.59350096365 || Iter Time:0.10204100608825684 || Total time:24.51586890220642 Iteration: 33 || Clusters count: 4 || Log posterior: -232431.1786744912 || Iter Time:0.006512880325317383 || Total time:24.52238178253174 Iteration: 34 || Clusters count: 4 || Log posterior: -232427.1441403505 || Iter Time:0.006860017776489258 || Total time:24.529241800308228 Iteration: 35 || Clusters count: 4 || Log posterior: -232444.16426378454 || Iter Time:0.007042884826660156 || Total time:24.536284685134888 Iteration: 36 || Clusters count: 4 || Log posterior: -232442.43427109197 || Iter Time:0.00704503059387207 || Total time:24.54332971572876 Iteration: 37 || Clusters count: 4 || Log posterior: -232419.81047273753 || Iter Time:0.006837129592895508 || Total time:24.550166845321655 Iteration: 38 || Clusters count: 4 || Log posterior: -232426.34345336194 || Iter Time:0.006524085998535156 || Total time:24.55669093132019 Iteration: 39 || Clusters count: 4 || Log posterior: -232439.6643668966 || Iter Time:0.0065228939056396484 || Total time:24.56321382522583 Iteration: 40 || Clusters count: 4 || Log posterior: -232421.70709730513 || Iter Time:0.0066149234771728516 || Total time:24.569828748703003 Iteration: 41 || Clusters count: 4 || Log posterior: -232294.82690383407 || Iter Time:0.006527900695800781 || Total time:24.576356649398804 Loading and distributing data: 0.000814 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262461.91444171005 || Iter Time:0.006700038909912109 || Total time:24.583056688308716 Iteration: 43 || Clusters count: 5 || Log posterior: -262152.3735367709 || Iter Time:0.007800102233886719 || Total time:24.590856790542603 Iteration: 44 || Clusters count: 5 || Log posterior: -262029.62056152304 || Iter Time:0.006630897521972656 || Total time:24.597487688064575 Iteration: 45 || Clusters count: 5 || Log posterior: -261984.91546748712 || Iter Time:0.006675004959106445 || Total time:24.60416269302368 Iteration: 46 || Clusters count: 5 || Log posterior: -261997.2292401607 || Iter Time:0.006675004959106445 || Total time:24.610837697982788 Iteration: 47 || Clusters count: 5 || Log posterior: -261969.65255800026 || Iter Time:0.006824970245361328 || Total time:24.61766266822815 Iteration: 48 || Clusters count: 6 || Log posterior: -261827.19857717067 || Iter Time:0.007892131805419922 || Total time:24.62555480003357 Iteration: 49 || Clusters count: 6 || Log posterior: -261755.66857483736 || Iter Time:0.007143974304199219 || Total time:24.63269877433777 Iteration: 50 || Clusters count: 6 || Log posterior: -261755.6721653465 || Iter Time:0.006963014602661133 || Total time:24.63966178894043 Iteration: 51 || Clusters count: 6 || Log posterior: -261767.64824648676 || Iter Time:0.006942033767700195 || Total time:24.64660382270813 Iteration: 52 || Clusters count: 6 || Log posterior: -261700.30911606684 || Iter Time:0.0072078704833984375 || Total time:24.65381169319153 Iteration: 53 || Clusters count: 6 || Log posterior: -261703.65921905465 || Iter Time:0.0430750846862793 || Total time:24.696886777877808 Iteration: 54 || Clusters count: 6 || Log posterior: -261705.14900224438 || Iter Time:0.007252216339111328 || Total time:24.70413899421692 Iteration: 55 || Clusters count: 6 || Log posterior: -261663.9409002916 || Iter Time:0.007224082946777344 || Total time:24.711363077163696 Iteration: 56 || Clusters count: 6 || Log posterior: -261686.8346531659 || Iter Time:0.006912946701049805 || Total time:24.718276023864746 Iteration: 57 || Clusters count: 7 || Log posterior: -261330.88094963308 || Iter Time:0.008218050003051758 || Total time:24.726494073867798 Iteration: 58 || Clusters count: 7 || Log posterior: -261241.68443755395 || Iter Time:0.007458925247192383 || Total time:24.73395299911499 Iteration: 59 || Clusters count: 7 || Log posterior: -261230.67155338437 || Iter Time:0.862921953201294 || Total time:25.596874952316284 Iteration: 60 || Clusters count: 7 || Log posterior: -261266.85883022906 || Iter Time:0.007910966873168945 || Total time:25.604785919189453 Iteration: 61 || Clusters count: 7 || Log posterior: -261217.54102942473 || Iter Time:0.007767915725708008 || Total time:25.61255383491516 Iteration: 62 || Clusters count: 7 || Log posterior: -261159.7825753757 || Iter Time:0.007398843765258789 || Total time:25.61995267868042 Loading and distributing data: 0.000752 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260651.89951371512 || Iter Time:0.00982809066772461 || Total time:25.629780769348145 Iteration: 64 || Clusters count: 9 || Log posterior: -260385.33069742695 || Iter Time:0.008630037307739258 || Total time:25.638410806655884 Iteration: 65 || Clusters count: 10 || Log posterior: -260004.63299124836 || Iter Time:0.009523868560791016 || Total time:25.647934675216675 Iteration: 66 || Clusters count: 10 || Log posterior: -259884.23789349126 || Iter Time:0.008866071701049805 || Total time:25.656800746917725 Iteration: 67 || Clusters count: 10 || Log posterior: -259877.63899109504 || Iter Time:0.008620023727416992 || Total time:25.66542077064514 Iteration: 68 || Clusters count: 10 || Log posterior: -259882.2002625911 || Iter Time:0.02933192253112793 || Total time:25.69475269317627 Iteration: 69 || Clusters count: 10 || Log posterior: -259871.24334395383 || Iter Time:0.008734941482543945 || Total time:25.703487634658813 Iteration: 70 || Clusters count: 10 || Log posterior: -259852.15327023366 || Iter Time:0.008738994598388672 || Total time:25.712226629257202 Iteration: 71 || Clusters count: 10 || Log posterior: -259845.3132402012 || Iter Time:0.008910894393920898 || Total time:25.721137523651123 Iteration: 72 || Clusters count: 11 || Log posterior: -259489.48339143605 || Iter Time:0.010403156280517578 || Total time:25.73154067993164 Iteration: 73 || Clusters count: 11 || Log posterior: -259433.53743714123 || Iter Time:0.023599863052368164 || Total time:25.75514054298401 Iteration: 74 || Clusters count: 11 || Log posterior: -259430.47695309162 || Iter Time:0.009212970733642578 || Total time:25.76435351371765 Iteration: 75 || Clusters count: 11 || Log posterior: -259424.69619310563 || Iter Time:0.009511947631835938 || Total time:25.773865461349487 Iteration: 76 || Clusters count: 11 || Log posterior: -259393.50308686442 || Iter Time:0.009619951248168945 || Total time:25.783485412597656 Iteration: 77 || Clusters count: 11 || Log posterior: -259414.70920024888 || Iter Time:0.009629964828491211 || Total time:25.793115377426147 Iteration: 78 || Clusters count: 11 || Log posterior: -259401.38931359965 || Iter Time:0.010925054550170898 || Total time:25.80404043197632 Iteration: 79 || Clusters count: 11 || Log posterior: -259396.06156664863 || Iter Time:0.011316061019897461 || Total time:25.815356492996216 Iteration: 80 || Clusters count: 11 || Log posterior: -259387.1567101217 || Iter Time:0.026772022247314453 || Total time:25.84212851524353 Iteration: 81 || Clusters count: 11 || Log posterior: -259388.94155865256 || Iter Time:0.012047052383422852 || Total time:25.854175567626953 Iteration: 82 || Clusters count: 11 || Log posterior: -259409.398506818 || Iter Time:0.012480974197387695 || Total time:25.86665654182434 Iteration: 83 || Clusters count: 11 || Log posterior: -259369.37983011038 || Iter Time:0.011219978332519531 || Total time:25.87787652015686 Loading and distributing data: 0.000729 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -258970.59207458852 || Iter Time:0.012555122375488281 || Total time:25.89043164253235 Iteration: 85 || Clusters count: 11 || Log posterior: -258938.2394950093 || Iter Time:0.011677980422973633 || Total time:25.902109622955322 Iteration: 86 || Clusters count: 11 || Log posterior: -258934.48329952985 || Iter Time:0.011377096176147461 || Total time:25.91348671913147 Iteration: 87 || Clusters count: 12 || Log posterior: -258602.1926892625 || Iter Time:0.01394510269165039 || Total time:25.92743182182312 Iteration: 88 || Clusters count: 13 || Log posterior: -258079.41071403062 || Iter Time:0.018533945083618164 || Total time:25.94596576690674 Iteration: 89 || Clusters count: 13 || Log posterior: -258041.7027848656 || Iter Time:0.012962818145751953 || Total time:25.95892858505249 Iteration: 90 || Clusters count: 13 || Log posterior: -258033.69151457128 || Iter Time:0.012499094009399414 || Total time:25.97142767906189 Iteration: 91 || Clusters count: 13 || Log posterior: -258031.1089004346 || Iter Time:0.012735128402709961 || Total time:25.9841628074646 Iteration: 92 || Clusters count: 13 || Log posterior: -258038.8032189441 || Iter Time:0.012556076049804688 || Total time:25.996718883514404 Iteration: 93 || Clusters count: 13 || Log posterior: -258039.55220219053 || Iter Time:0.012709856033325195 || Total time:26.00942873954773 Iteration: 94 || Clusters count: 13 || Log posterior: -258041.05938722592 || Iter Time:0.012899160385131836 || Total time:26.02232789993286 Iteration: 95 || Clusters count: 13 || Log posterior: -258050.30723947193 || Iter Time:0.01722884178161621 || Total time:26.039556741714478 Iteration: 96 || Clusters count: 13 || Log posterior: -258036.55465857915 || Iter Time:0.013033151626586914 || Total time:26.052589893341064 Iteration: 97 || Clusters count: 13 || Log posterior: -258041.4578972242 || Iter Time:0.012923955917358398 || Total time:26.065513849258423 Iteration: 98 || Clusters count: 13 || Log posterior: -258045.1784364855 || Iter Time:0.0126190185546875 || Total time:26.07813286781311 Iteration: 99 || Clusters count: 13 || Log posterior: -258039.72582022764 || Iter Time:0.01349782943725586 || Total time:26.091630697250366 Iteration: 100 || Clusters count: 13 || Log posterior: -258036.19321930694 || Iter Time:0.017152070999145508 || Total time:26.10878276824951 Iteration: 101 || Clusters count: 13 || Log posterior: -258030.87999631098 || Iter Time:0.013440132141113281 || Total time:26.122222900390625 Iteration: 102 || Clusters count: 13 || Log posterior: -258023.73335044563 || Iter Time:0.01419687271118164 || Total time:26.136419773101807 Iteration: 103 || Clusters count: 13 || Log posterior: -258049.0594570416 || Iter Time:0.015644073486328125 || Total time:26.152063846588135 Iteration: 104 || Clusters count: 13 || Log posterior: -258016.96364691496 || Iter Time:0.017652034759521484 || Total time:26.169715881347656 Loading and distributing data: 0.000712 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -258176.1565623198 || Iter Time:0.01662898063659668 || Total time:26.186344861984253 Iteration: 106 || Clusters count: 15 || Log posterior: -258012.36323781114 || Iter Time:0.01456308364868164 || Total time:26.200907945632935 Iteration: 107 || Clusters count: 16 || Log posterior: -257778.5369818276 || Iter Time:0.0195620059967041 || Total time:26.22046995162964 Iteration: 108 || Clusters count: 16 || Log posterior: -257596.99393505527 || Iter Time:0.01535487174987793 || Total time:26.235824823379517 Iteration: 109 || Clusters count: 16 || Log posterior: -257576.4053715694 || Iter Time:0.015350103378295898 || Total time:26.251174926757812 Iteration: 110 || Clusters count: 16 || Log posterior: -257546.67398611933 || Iter Time:0.015284061431884766 || Total time:26.266458988189697 Iteration: 111 || Clusters count: 16 || Log posterior: -257559.5790010958 || Iter Time:0.01865696907043457 || Total time:26.285115957260132 Iteration: 112 || Clusters count: 16 || Log posterior: -257531.0018969688 || Iter Time:0.015432119369506836 || Total time:26.30054807662964 Iteration: 113 || Clusters count: 16 || Log posterior: -257537.92268231753 || Iter Time:0.015273094177246094 || Total time:26.315821170806885 Iteration: 114 || Clusters count: 16 || Log posterior: -257537.3476005023 || Iter Time:0.015192985534667969 || Total time:26.331014156341553 Iteration: 115 || Clusters count: 16 || Log posterior: -257525.972691515 || Iter Time:0.01843881607055664 || Total time:26.34945297241211 Iteration: 116 || Clusters count: 16 || Log posterior: -257515.86821815846 || Iter Time:0.015227794647216797 || Total time:26.364680767059326 Iteration: 117 || Clusters count: 16 || Log posterior: -257513.2844995348 || Iter Time:0.015414953231811523 || Total time:26.380095720291138 Iteration: 118 || Clusters count: 16 || Log posterior: -257524.3039153645 || Iter Time:0.01830005645751953 || Total time:26.398395776748657 Iteration: 119 || Clusters count: 16 || Log posterior: -257529.6160637605 || Iter Time:0.015186071395874023 || Total time:26.41358184814453 Iteration: 120 || Clusters count: 16 || Log posterior: -257531.98225859622 || Iter Time:0.01802682876586914 || Total time:26.4316086769104 Iteration: 121 || Clusters count: 16 || Log posterior: -257527.45315030866 || Iter Time:0.017956018447875977 || Total time:26.449564695358276 Iteration: 122 || Clusters count: 16 || Log posterior: -257525.1517454001 || Iter Time:0.023829936981201172 || Total time:26.473394632339478 Iteration: 123 || Clusters count: 16 || Log posterior: -257536.3210924389 || Iter Time:0.021517038345336914 || Total time:26.494911670684814 Iteration: 124 || Clusters count: 16 || Log posterior: -257517.33078013972 || Iter Time:0.02166008949279785 || Total time:26.516571760177612 Iteration: 125 || Clusters count: 16 || Log posterior: -257506.90052362464 || Iter Time:0.02344202995300293 || Total time:26.540013790130615 Loading and distributing data: 0.000792 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -256965.6012437344 || Iter Time:0.021509170532226562 || Total time:26.561522960662842 Iteration: 127 || Clusters count: 18 || Log posterior: -256784.23973911125 || Iter Time:0.02306985855102539 || Total time:26.584592819213867 Iteration: 128 || Clusters count: 18 || Log posterior: -256726.45005793255 || Iter Time:0.020277023315429688 || Total time:26.604869842529297 Iteration: 129 || Clusters count: 18 || Log posterior: -256731.91771884734 || Iter Time:0.020259857177734375 || Total time:26.62512969970703 Iteration: 130 || Clusters count: 18 || Log posterior: -256732.89942383143 || Iter Time:0.023439884185791016 || Total time:26.648569583892822 Iteration: 131 || Clusters count: 18 || Log posterior: -256737.07742868838 || Iter Time:0.021007061004638672 || Total time:26.66957664489746 Iteration: 132 || Clusters count: 18 || Log posterior: -256740.1280276472 || Iter Time:0.02000904083251953 || Total time:26.68958568572998 Iteration: 133 || Clusters count: 18 || Log posterior: -256734.77954494636 || Iter Time:0.023475170135498047 || Total time:26.71306085586548 Iteration: 134 || Clusters count: 18 || Log posterior: -256733.60319430596 || Iter Time:0.020064830780029297 || Total time:26.733125686645508 Iteration: 135 || Clusters count: 18 || Log posterior: -256741.43263215048 || Iter Time:0.01957988739013672 || Total time:26.752705574035645 Iteration: 136 || Clusters count: 18 || Log posterior: -256736.42302167395 || Iter Time:0.02286815643310547 || Total time:26.77557373046875 Iteration: 137 || Clusters count: 18 || Log posterior: -256742.7331748597 || Iter Time:0.0196380615234375 || Total 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time:26.956712245941162 Iteration: 145 || Clusters count: 18 || Log posterior: -256740.83538608617 || Iter Time:0.027911901473999023 || Total time:26.98462414741516 Iteration: 146 || Clusters count: 18 || Log posterior: -256724.2145876892 || Iter Time:0.02276015281677246 || Total time:27.007384300231934 Loading and distributing data: 0.000782 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 19 || Log posterior: -256528.57649082792 || Iter Time:0.028028011322021484 || Total time:27.035412311553955 Iteration: 148 || Clusters count: 19 || Log posterior: -256427.17006934943 || Iter Time:0.023441076278686523 || Total time:27.05885338783264 Iteration: 149 || Clusters count: 19 || Log posterior: -256423.9270358161 || Iter Time:0.02366495132446289 || Total time:27.082518339157104 Iteration: 150 || Clusters count: 19 || Log posterior: -256399.21843342177 || Iter Time:0.02688002586364746 || Total time:27.109398365020752 Iteration: 151 || Clusters count: 19 || Log posterior: -256389.78459604655 || Iter Time:0.024264812469482422 || Total time:27.133663177490234 Iteration: 152 || Clusters count: 19 || Log posterior: -256385.10235565613 || Iter Time:0.02395486831665039 || Total time:27.157618045806885 Iteration: 153 || Clusters count: 19 || Log posterior: -256380.85017893254 || Iter Time:0.02705693244934082 || Total time:27.184674978256226 Iteration: 154 || Clusters count: 19 || Log posterior: -256326.25554263816 || Iter Time:0.022716045379638672 || Total time:27.207391023635864 Iteration: 155 || Clusters count: 19 || Log posterior: -256325.14764220544 || Iter Time:0.02522897720336914 || Total time:27.232620000839233 Iteration: 156 || Clusters count: 19 || Log posterior: -256319.91299845927 || Iter Time:0.023415088653564453 || Total time:27.256035089492798 Iteration: 157 || Clusters count: 19 || Log posterior: -256315.3631871298 || Iter Time:0.022917985916137695 || Total time:27.278953075408936 Iteration: 158 || Clusters count: 19 || Log posterior: -256318.79019509343 || Iter Time:0.026467084884643555 || Total time:27.30542016029358 Iteration: 159 || Clusters count: 19 || Log posterior: -256316.50904675425 || Iter Time:0.022572994232177734 || Total time:27.327993154525757 Iteration: 160 || Clusters count: 19 || Log posterior: -256319.32291676622 || Iter Time:0.022308826446533203 || Total time:27.35030198097229 Iteration: 161 || Clusters count: 19 || Log posterior: -256318.25509245606 || Iter Time:0.026129961013793945 || Total time:27.376431941986084 Iteration: 162 || Clusters count: 19 || Log posterior: -256315.40794170648 || Iter Time:0.023113012313842773 || Total time:27.399544954299927 Iteration: 163 || Clusters count: 19 || Log posterior: -256316.1145454619 || Iter Time:0.02587604522705078 || Total time:27.425420999526978 Iteration: 164 || Clusters count: 19 || Log posterior: -256319.24897005322 || Iter Time:0.023035049438476562 || Total time:27.448456048965454 Iteration: 165 || Clusters count: 19 || Log posterior: -256319.8823882848 || Iter Time:0.02327585220336914 || Total time:27.471731901168823 Iteration: 166 || Clusters count: 19 || Log posterior: -256308.32934717156 || Iter Time:0.027918100357055664 || Total time:27.49965000152588 Iteration: 167 || Clusters count: 19 || Log posterior: -256306.45557494304 || Iter Time:0.022397994995117188 || Total time:27.522047996520996 Loading and distributing data: 0.000755 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256315.67734530388 || Iter Time:0.026906967163085938 || Total time:27.548954963684082 Iteration: 169 || Clusters count: 20 || Log posterior: -256221.62504056364 || Iter Time:0.024780988693237305 || Total time:27.57373595237732 Iteration: 170 || Clusters count: 20 || Log posterior: -256215.681127572 || Iter Time:0.025226831436157227 || Total time:27.598962783813477 Iteration: 171 || Clusters count: 20 || Log posterior: -256214.8553666573 || Iter Time:0.02860403060913086 || Total 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time:28.000035285949707 Iteration: 186 || Clusters count: 20 || Log posterior: -256216.66197341165 || Iter Time:0.029336929321289062 || Total time:28.029372215270996 Iteration: 187 || Clusters count: 20 || Log posterior: -256213.32215534287 || Iter Time:0.027586936950683594 || Total time:28.05695915222168 Iteration: 188 || Clusters count: 20 || Log posterior: -256213.32215534287 || Iter Time:0.02913212776184082 || Total time:28.08609127998352 Loading and distributing data: 0.000771 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256336.9210166879 || Iter Time:0.026561975479125977 || Total time:28.112653255462646 Iteration: 190 || Clusters count: 20 || Log posterior: -256327.42529717862 || Iter Time:0.026270151138305664 || Total time:28.138923406600952 Iteration: 191 || Clusters count: 20 || Log posterior: -256331.65259501114 || Iter Time:0.030198097229003906 || Total time:28.169121503829956 Iteration: 192 || Clusters count: 20 || Log posterior: -256324.92560173027 || Iter Time:0.02694392204284668 || Total time:28.196065425872803 Iteration: 193 || Clusters count: 20 || Log posterior: -256316.9045720412 || Iter Time:0.030146121978759766 || Total time:28.226211547851562 Iteration: 194 || Clusters count: 20 || Log posterior: -256318.6355299464 || Iter Time:0.026458024978637695 || Total time:28.2526695728302 Iteration: 195 || Clusters count: 20 || Log posterior: -256313.71008037654 || Iter Time:0.029859066009521484 || Total time:28.28252863883972 Iteration: 196 || Clusters count: 20 || Log posterior: -256310.73838746603 || Iter Time:0.02638697624206543 || Total time:28.308915615081787 Iteration: 197 || Clusters count: 20 || Log posterior: -256322.86151644535 || Iter Time:0.026301860809326172 || Total time:28.335217475891113 Iteration: 198 || Clusters count: 20 || Log posterior: -256316.63435337774 || Iter Time:0.030530929565429688 || Total time:28.365748405456543 Iteration: 199 || Clusters count: 20 || Log posterior: -256314.77304193412 || Iter Time:0.027564048767089844 || Total time:28.393312454223633 Iteration: 200 || Clusters count: 20 || Log posterior: -256309.0164963824 || Iter Time:0.030545949935913086 || Total time:28.423858404159546 Iteration: 201 || Clusters count: 20 || Log posterior: -256316.1778524027 || Iter Time:0.027821779251098633 || Total time:28.451680183410645 Iteration: 202 || Clusters count: 20 || Log posterior: -256318.65527241517 || Iter Time:0.027659177780151367 || Total time:28.479339361190796 Iteration: 203 || Clusters count: 20 || Log posterior: -256318.13805845717 || Iter Time:0.031235933303833008 || Total time:28.51057529449463 Iteration: 204 || Clusters count: 20 || Log posterior: -256321.12477358934 || Iter Time:0.028294086456298828 || Total time:28.538869380950928 Iteration: 205 || Clusters count: 20 || Log posterior: -256321.50671087342 || Iter Time:0.0325009822845459 || Total time:28.571370363235474 Iteration: 206 || Clusters count: 20 || Log posterior: -256325.42927120047 || Iter Time:0.03023982048034668 || Total time:28.60161018371582 Iteration: 207 || Clusters count: 20 || Log posterior: -256316.76425687468 || Iter Time:0.03131699562072754 || Total time:28.632927179336548 Iteration: 208 || Clusters count: 20 || Log posterior: -256314.33783952982 || Iter Time:0.029680967330932617 || Total time:28.66260814666748 Iteration: 209 || Clusters count: 20 || Log posterior: -256314.33783952982 || Iter Time:0.026792049407958984 || Total time:28.68940019607544 NMI: 0.7599283552366961 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m31.3s [31294, 8124, 62419, 49978, 36118, 22524, 105380, 4116, 149599, 11166, 14316, 6185, 1475, 25645, 82608, 12532, 5038, 224289, 12377, 134817] Loading and distributing data: 0.000278 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:5.145569086074829 || Total time:5.145569086074829 Iteration: 1 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.0029010772705078125 || Total time:5.148470163345337 Iteration: 2 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.0025289058685302734 || Total time:5.150999069213867 Iteration: 3 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.0022439956665039062 || Total time:5.153243064880371 Iteration: 4 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.002092123031616211 || Total time:5.155335187911987 Iteration: 5 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.0020880699157714844 || Total time:5.157423257827759 Iteration: 6 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.002001047134399414 || Total time:5.159424304962158 Iteration: 7 || Clusters count: 1 || Log posterior: -5901.888979349989 || Iter Time:0.0019381046295166016 || Total time:5.161362409591675 Iteration: 8 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.17963790893554688 || Total time:5.341000318527222 Iteration: 9 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.002719879150390625 || Total time:5.343720197677612 Iteration: 10 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.0024368762969970703 || Total time:5.346157073974609 Iteration: 11 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.0024001598358154297 || Total time:5.348557233810425 Iteration: 12 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.0022881031036376953 || Total time:5.3508453369140625 Iteration: 13 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.0024421215057373047 || Total time:5.3532874584198 Iteration: 14 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:0.0024139881134033203 || Total time:5.355701446533203 Iteration: 15 || Clusters count: 2 || Log posterior: 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Total time:5.496180057525635 Iteration: 30 || Clusters count: 2 || Log posterior: -5550.283556484036 || Iter Time:1.2851638793945312 || Total time:6.781343936920166 true [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000247 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 2 || Log posterior: -5298.380197627406 || Iter Time:0.03179192543029785 || Total time:6.813135862350464 Iteration: 32 || Clusters count: 2 || Log posterior: -5298.380197627406 || Iter Time:0.003756999969482422 || Total time:6.816892862319946 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 2 || Log posterior: -4304.510929438553 || Iter Time:0.0030069351196289062 || Total time:6.819899797439575 Iteration: 34 || Clusters count: 2 || Log posterior: -4304.510929438553 || Iter Time:0.0034999847412109375 || Total time:6.823399782180786 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 2 || Log posterior: -4012.7116278319772 || Iter Time:0.0030431747436523438 || Total time:6.8264429569244385 Iteration: 36 || Clusters count: 2 || Log posterior: -4012.7116278319772 || Iter Time:0.003551959991455078 || Total time:6.8299949169158936 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 2 || Log posterior: -4001.083626175289 || Iter 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Iteration: 299 || Clusters count: 2 || Log posterior: -4003.933641497311 || Iter Time:0.002846956253051758 || Total time:7.8088836669921875 Iteration: 300 || Clusters count: 2 || Log posterior: -4003.933641497311 || Iter Time:0.0036940574645996094 || Total time:7.812577724456787 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 301 || Clusters count: 2 || Log posterior: -3977.909168642111 || Iter Time:0.0028998851776123047 || Total time:7.815477609634399 Iteration: 302 || Clusters count: 2 || Log posterior: -3977.909168642111 || Iter Time:0.0037789344787597656 || Total time:7.819256544113159 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 303 || Clusters count: 2 || Log posterior: -3978.1591214410732 || Iter Time:0.0031130313873291016 || Total time:7.822369575500488 Iteration: 304 || Clusters count: 2 || Log posterior: -3978.1591214410732 || Iter Time:0.0037429332733154297 || Total time:7.826112508773804 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-4002.4833140629908 || Iter Time:0.0029239654541015625 || Total time:10.305193424224854 Iteration: 1050 || Clusters count: 2 || Log posterior: -4002.4833140629908 || Iter Time:0.003362894058227539 || Total time:10.308556318283081 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1051 || Clusters count: 2 || Log posterior: -3994.4562881179972 || Iter Time:0.002576112747192383 || Total time:10.311132431030273 Iteration: 1052 || Clusters count: 2 || Log posterior: -3994.4562881179972 || Iter Time:0.003220796585083008 || Total time:10.314353227615356 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1053 || Clusters count: 2 || Log posterior: -3981.7169764498485 || Iter Time:0.0027561187744140625 || Total time:10.31710934638977 Iteration: 1054 || Clusters count: 2 || Log posterior: -3981.7169764498485 || Iter Time:0.003587961196899414 || Total time:10.32069730758667 Loading and distributing data: 0.000125 seconds 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-3954.757378794464 || Iter Time:0.0028159618377685547 || Total time:10.375693798065186 Iteration: 1072 || Clusters count: 2 || Log posterior: -3954.757378794464 || Iter Time:0.0036230087280273438 || Total time:10.379316806793213 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1073 || Clusters count: 2 || Log posterior: -3943.049133615611 || Iter Time:0.003000974655151367 || Total time:10.382317781448364 Iteration: 1074 || Clusters count: 2 || Log posterior: -3943.049133615611 || Iter Time:0.0035448074340820312 || Total time:10.385862588882446 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1075 || Clusters count: 2 || Log posterior: -3949.180044227227 || Iter Time:0.003008127212524414 || Total time:10.38887071609497 Iteration: 1076 || Clusters count: 2 || Log posterior: -3949.180044227227 || Iter Time:0.0038299560546875 || Total time:10.392700672149658 Loading and distributing data: 0.000132 seconds (129 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|| Iter Time:0.0031888484954833984 || Total time:10.449955701828003 Iteration: 1094 || Clusters count: 2 || Log posterior: -3967.242353982345 || Iter Time:0.0038909912109375 || Total time:10.45384669303894 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1095 || Clusters count: 2 || Log posterior: -3935.8381130509842 || Iter Time:0.0032448768615722656 || Total time:10.457091569900513 Iteration: 1096 || Clusters count: 2 || Log posterior: -3935.8381130509842 || Iter Time:0.0038521289825439453 || Total time:10.460943698883057 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1097 || Clusters count: 2 || Log posterior: -3938.0159846437436 || Iter Time:0.0027959346771240234 || Total time:10.46373963356018 Iteration: 1098 || Clusters count: 2 || Log posterior: -3938.0159846437436 || Iter Time:0.003492116928100586 || Total time:10.467231750488281 Loading and distributing data: 0.000118 seconds (129 allocations: 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Iteration: 1561 || Clusters count: 2 || Log posterior: -4000.5040528273817 || Iter Time:0.0029451847076416016 || Total time:12.05025601387024 Iteration: 1562 || Clusters count: 2 || Log posterior: -4000.5040528273817 || Iter Time:0.003629922866821289 || Total time:12.05388593673706 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 2 || Log posterior: -3976.077029519052 || Iter Time:0.002972126007080078 || Total time:12.05685806274414 Iteration: 1564 || Clusters count: 2 || Log posterior: -3976.077029519052 || Iter Time:0.0035789012908935547 || Total time:12.060436964035034 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 2 || Log posterior: -3976.7783385664484 || Iter Time:0.002875089645385742 || Total time:12.06331205368042 Iteration: 1566 || Clusters count: 2 || Log posterior: -3976.7783385664484 || Iter Time:0.003351926803588867 || Total 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Iteration: 1803 || Clusters count: 2 || Log posterior: -4014.198087338317 || Iter Time:0.003367900848388672 || Total time:12.881461381912231 Iteration: 1804 || Clusters count: 2 || Log posterior: -4014.198087338317 || Iter Time:0.0037539005279541016 || Total time:12.885215282440186 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1805 || Clusters count: 2 || Log posterior: -4024.2790422703133 || Iter Time:0.0028200149536132812 || Total time:12.888035297393799 Iteration: 1806 || Clusters count: 2 || Log posterior: -4024.2790422703133 || Iter Time:0.003386974334716797 || Total time:12.891422271728516 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1807 || Clusters count: 2 || Log posterior: -4032.4210129685366 || Iter Time:0.0028519630432128906 || Total time:12.894274234771729 Iteration: 1808 || Clusters count: 2 || Log posterior: -4032.4210129685366 || Iter Time:0.003535032272338867 || Total 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Time:0.003077983856201172 || Total time:13.005936861038208 Iteration: 1842 || Clusters count: 2 || Log posterior: -4035.8339420687466 || Iter Time:0.003915071487426758 || Total time:13.009851932525635 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 2 || Log posterior: -4029.3028656445363 || Iter Time:0.0030999183654785156 || Total time:13.012951850891113 Iteration: 1844 || Clusters count: 2 || Log posterior: -4029.3028656445363 || Iter Time:0.003699064254760742 || Total time:13.016650915145874 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 2 || Log posterior: -3968.2571847597505 || Iter Time:0.002946138381958008 || Total time:13.019597053527832 Iteration: 1846 || Clusters count: 2 || Log posterior: -3968.2571847597505 || Iter Time:0.0037500858306884766 || Total time:13.02334713935852 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 2 || Log posterior: -3985.8548197282157 || Iter Time:0.003228902816772461 || Total time:13.026576042175293 Iteration: 1848 || Clusters count: 2 || Log posterior: -3985.8548197282157 || Iter Time:0.003922939300537109 || Total time:13.03049898147583 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 2 || Log posterior: -3993.7080540264255 || Iter Time:0.003139972686767578 || Total time:13.033638954162598 Iteration: 1850 || Clusters count: 2 || Log posterior: -3993.7080540264255 || Iter Time:0.0037789344787597656 || Total time:13.037417888641357 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 2 || Log posterior: -3996.1573589038903 || Iter Time:0.0031180381774902344 || Total time:13.040535926818848 Iteration: 1852 || Clusters count: 2 || Log posterior: -3996.1573589038903 || Iter Time:0.0039060115814208984 || Total time:13.044441938400269 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 2 || Log posterior: -3992.886459549483 || Iter Time:0.0030879974365234375 || Total time:13.047529935836792 Iteration: 1854 || Clusters count: 2 || Log posterior: -3992.886459549483 || Iter Time:0.0036699771881103516 || Total time:13.051199913024902 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 2 || Log posterior: -4010.2381173878844 || Iter Time:0.0030660629272460938 || Total time:13.054265975952148 Iteration: 1856 || Clusters count: 2 || Log posterior: -4010.2381173878844 || Iter Time:0.003757953643798828 || Total time:13.058023929595947 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 2 || Log posterior: -4011.514085079502 || Iter Time:0.003084897994995117 || Total time:13.061108827590942 Iteration: 1858 || Clusters count: 2 || Log posterior: -4011.514085079502 || Iter Time:0.003353118896484375 || Total time:13.064461946487427 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 2 || Log posterior: -4026.768575738121 || Iter Time:0.0026879310607910156 || Total time:13.067149877548218 Iteration: 1860 || Clusters count: 2 || Log posterior: -4026.768575738121 || Iter Time:0.0033960342407226562 || Total time:13.07054591178894 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 2 || Log posterior: -4007.9504423305375 || Iter Time:0.0026619434356689453 || Total time:13.07320785522461 Iteration: 1862 || Clusters count: 2 || Log posterior: -4007.9504423305375 || Iter Time:0.003648042678833008 || Total time:13.076855897903442 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 2 || Log posterior: -4021.9167529027086 || Iter Time:0.003220081329345703 || Total time:13.080075979232788 Iteration: 1864 || Clusters count: 2 || Log posterior: -4021.9167529027086 || Iter Time:0.0039038658142089844 || Total time:13.083979845046997 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 2 || Log posterior: -4011.433859091378 || Iter Time:0.0032918453216552734 || Total time:13.087271690368652 Iteration: 1866 || Clusters count: 2 || Log posterior: -4011.433859091378 || Iter Time:0.0038001537322998047 || Total time:13.091071844100952 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 2 || Log posterior: -4018.047928717418 || Iter Time:0.0031130313873291016 || Total time:13.094184875488281 Iteration: 1868 || Clusters count: 2 || Log posterior: -4018.047928717418 || Iter Time:0.003865957260131836 || Total time:13.098050832748413 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 2 || Log posterior: -4011.05960260688 || Iter Time:0.0032989978790283203 || Total time:13.101349830627441 Iteration: 1870 || Clusters count: 2 || Log posterior: -4011.05960260688 || Iter Time:0.003905773162841797 || Total time:13.105255603790283 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 2 || Log posterior: -3984.7224433608103 || Iter Time:0.0031881332397460938 || Total time:13.10844373703003 Iteration: 1872 || Clusters count: 2 || Log posterior: -3984.7224433608103 || Iter Time:0.003721952438354492 || Total time:13.112165689468384 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 2 || Log posterior: -4007.1156949908377 || Iter Time:0.0030248165130615234 || Total time:13.115190505981445 Iteration: 1874 || Clusters count: 2 || Log posterior: -4007.1156949908377 || Iter Time:0.003512144088745117 || Total time:13.11870265007019 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 2 || Log posterior: -4002.9860397130674 || Iter Time:0.0025370121002197266 || Total time:13.12123966217041 Iteration: 1876 || Clusters count: 2 || Log posterior: -4002.9860397130674 || Iter Time:0.0032699108123779297 || Total time:13.124509572982788 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 2 || Log posterior: -3992.384313030418 || Iter Time:0.002826213836669922 || Total time:13.127335786819458 Iteration: 1878 || Clusters count: 2 || Log posterior: -3992.384313030418 || Iter Time:0.0035140514373779297 || Total time:13.130849838256836 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 2 || Log posterior: -4020.12615487627 || Iter Time:0.00286102294921875 || Total time:13.133710861206055 Iteration: 1880 || Clusters count: 2 || Log posterior: -4020.12615487627 || Iter Time:0.0034530162811279297 || Total time:13.137163877487183 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 2 || Log posterior: -4025.0357703420873 || Iter Time:0.00286102294921875 || Total time:13.140024900436401 Iteration: 1882 || Clusters count: 2 || Log posterior: -4025.0357703420873 || Iter Time:0.0035791397094726562 || Total time:13.143604040145874 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 2 || Log posterior: -4040.762723698454 || Iter Time:0.002908945083618164 || Total time:13.146512985229492 Iteration: 1884 || Clusters count: 2 || Log posterior: -4040.762723698454 || Iter Time:0.003451108932495117 || Total time:13.149964094161987 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 2 || Log posterior: -4016.354327624668 || Iter Time:0.002841949462890625 || Total time:13.152806043624878 Iteration: 1886 || Clusters count: 2 || Log posterior: -4016.354327624668 || Iter Time:0.0035161972045898438 || Total time:13.156322240829468 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 2 || Log posterior: -3999.362613998656 || Iter Time:0.0030629634857177734 || Total time:13.159385204315186 Iteration: 1888 || Clusters count: 2 || Log posterior: -3999.362613998656 || Iter Time:0.004166126251220703 || Total time:13.163551330566406 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 2 || Log posterior: -4013.094317435203 || Iter Time:0.0034208297729492188 || Total time:13.166972160339355 Iteration: 1890 || Clusters count: 2 || Log posterior: -4013.094317435203 || Iter Time:0.022114992141723633 || Total time:13.189087152481079 Loading and distributing data: 0.000120 seconds (129 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 2 || Log posterior: -4010.990211843104 || Iter Time:0.0028569698333740234 || Total time:13.191944122314453 Iteration: 1892 || Clusters count: 2 || Log posterior: -4010.990211843104 || Iter Time:0.0039560794830322266 || Total time:13.195900201797485 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 2 || Log posterior: -3993.5955034732474 || Iter Time:0.0029909610748291016 || Total time:13.198891162872314 Iteration: 1894 || Clusters count: 2 || Log posterior: -3993.5955034732474 || Iter Time:0.0038030147552490234 || Total time:13.202694177627563 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 2 || Log posterior: -3986.231440936624 || Iter Time:0.0031070709228515625 || Total time:13.205801248550415 Iteration: 1896 || Clusters count: 2 || Log posterior: -3986.231440936624 || Iter Time:0.003849029541015625 || Total time:13.20965027809143 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 2 || Log posterior: -3996.1674727247305 || Iter Time:0.003143787384033203 || Total time:13.212794065475464 Iteration: 1898 || Clusters count: 2 || Log posterior: -3996.1674727247305 || Iter Time:0.003962039947509766 || Total time:13.216756105422974 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 2 || Log posterior: -4031.693857857104 || Iter Time:0.002919912338256836 || Total time:13.21967601776123 Iteration: 1900 || Clusters count: 2 || Log posterior: -4031.693857857104 || Iter Time:0.003843069076538086 || Total time:13.223519086837769 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 2 || Log posterior: -4007.121876030816 || Iter Time:0.0028548240661621094 || Total time:13.22637391090393 Iteration: 1902 || Clusters count: 2 || Log posterior: -4007.121876030816 || Iter Time:0.0038449764251708984 || Total time:13.230218887329102 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 2 || Log posterior: -3979.397243903823 || Iter Time:0.0031080245971679688 || Total time:13.23332691192627 Iteration: 1904 || Clusters count: 2 || Log posterior: -3979.397243903823 || Iter Time:0.0038509368896484375 || Total time:13.237177848815918 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 2 || Log posterior: -3968.0831154963576 || Iter Time:0.0031239986419677734 || Total time:13.240301847457886 Iteration: 1906 || Clusters count: 2 || Log posterior: -3968.0831154963576 || Iter Time:0.003933906555175781 || Total time:13.244235754013062 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 2 || Log posterior: -3986.982733251491 || Iter Time:0.003309011459350586 || Total time:13.247544765472412 Iteration: 1908 || Clusters count: 2 || Log posterior: -3986.982733251491 || Iter Time:0.003922939300537109 || Total time:13.25146770477295 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 2 || Log posterior: -3995.7882914068446 || Iter Time:0.003214120864868164 || Total time:13.254681825637817 Iteration: 1910 || Clusters count: 2 || Log posterior: -3995.7882914068446 || Iter Time:0.003773927688598633 || Total time:13.258455753326416 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 2 || Log posterior: -4013.0278532990965 || Iter Time:0.003216981887817383 || Total time:13.261672735214233 Iteration: 1912 || Clusters count: 2 || Log posterior: -4013.0278532990965 || Iter Time:0.003625154495239258 || Total time:13.265297889709473 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 2 || Log posterior: -4013.6492842782477 || Iter Time:0.0030498504638671875 || Total time:13.26834774017334 Iteration: 1914 || Clusters count: 2 || Log posterior: -4013.6492842782477 || Iter Time:0.0038361549377441406 || Total time:13.272183895111084 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 2 || Log posterior: -4004.4291890122254 || Iter Time:0.0031740665435791016 || Total time:13.275357961654663 Iteration: 1916 || Clusters count: 2 || Log posterior: -4004.4291890122254 || Iter Time:0.0035681724548339844 || Total time:13.278926134109497 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 2 || Log posterior: -4008.484747792186 || Iter Time:0.002811908721923828 || Total time:13.281738042831421 Iteration: 1918 || Clusters count: 2 || Log posterior: -4008.484747792186 || Iter Time:0.0035359859466552734 || Total time:13.285274028778076 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 2 || Log posterior: -4016.56417903399 || Iter Time:0.002914905548095703 || Total time:13.288188934326172 Iteration: 1920 || Clusters count: 2 || Log posterior: -4016.56417903399 || Iter Time:0.0035240650177001953 || Total time:13.291712999343872 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 2 || Log posterior: -4052.516206253837 || Iter Time:0.002958059310913086 || Total time:13.294671058654785 Iteration: 1922 || Clusters count: 2 || Log posterior: -4052.516206253837 || Iter Time:0.0036270618438720703 || Total time:13.298298120498657 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 2 || Log posterior: -4010.120229448866 || Iter Time:0.0028791427612304688 || Total time:13.301177263259888 Iteration: 1924 || Clusters count: 2 || Log posterior: -4010.120229448866 || Iter Time:0.0035810470581054688 || Total time:13.304758310317993 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 2 || Log posterior: -3991.260798671388 || Iter Time:0.003041982650756836 || Total time:13.30780029296875 Iteration: 1926 || Clusters count: 2 || Log posterior: -3991.260798671388 || Iter Time:0.0035860538482666016 || Total time:13.311386346817017 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 2 || Log posterior: -4011.3673029004826 || Iter Time:0.0030121803283691406 || Total time:13.314398527145386 Iteration: 1928 || Clusters count: 2 || Log posterior: -4011.3673029004826 || Iter Time:0.0036530494689941406 || Total time:13.31805157661438 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 2 || Log posterior: -3989.222829894596 || Iter Time:0.0033562183380126953 || Total time:13.321407794952393 Iteration: 1930 || Clusters count: 2 || Log posterior: -3989.222829894596 || Iter Time:0.004270076751708984 || Total time:13.325677871704102 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 2 || Log posterior: -4011.2773040755987 || Iter Time:0.003381013870239258 || Total time:13.32905888557434 Iteration: 1932 || Clusters count: 2 || Log posterior: -4011.2773040755987 || Iter Time:0.004169940948486328 || Total time:13.333228826522827 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 2 || Log posterior: -4055.856805133503 || Iter Time:0.003448963165283203 || Total time:13.33667778968811 Iteration: 1934 || Clusters count: 2 || Log posterior: -4055.856805133503 || Iter Time:0.00397181510925293 || Total time:13.340649604797363 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 2 || Log posterior: -4017.546462633332 || Iter Time:0.0028738975524902344 || Total time:13.343523502349854 Iteration: 1936 || Clusters count: 2 || Log posterior: -4017.546462633332 || Iter Time:0.0037360191345214844 || Total time:13.347259521484375 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 2 || Log posterior: -4002.8206497781666 || Iter Time:0.002947092056274414 || Total time:13.35020661354065 Iteration: 1938 || Clusters count: 2 || Log posterior: -3996.9622575788476 || Iter Time:0.003921985626220703 || Total time:13.35412859916687 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 2 || Log posterior: -3984.189059280458 || Iter Time:0.003022909164428711 || Total time:13.357151508331299 Iteration: 1940 || Clusters count: 2 || Log posterior: -3984.189059280458 || Iter Time:0.0036170482635498047 || Total time:13.360768556594849 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 2 || Log posterior: -3981.575364606128 || Iter Time:0.0031490325927734375 || Total time:13.363917589187622 Iteration: 1942 || Clusters count: 2 || Log posterior: -3981.575364606128 || Iter Time:0.003757953643798828 || Total time:13.367675542831421 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 2 || Log posterior: -4009.56044357113 || Iter Time:0.0031859874725341797 || Total time:13.370861530303955 Iteration: 1944 || Clusters count: 2 || Log posterior: -4009.56044357113 || Iter Time:0.003676176071166992 || Total time:13.374537706375122 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 2 || Log posterior: -4014.3645771148053 || Iter Time:0.0031321048736572266 || Total time:13.37766981124878 Iteration: 1946 || Clusters count: 2 || Log posterior: -4014.3645771148053 || Iter Time:0.0038390159606933594 || Total time:13.381508827209473 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 2 || Log posterior: -4000.887085028751 || Iter Time:0.0029358863830566406 || Total time:13.38444471359253 Iteration: 1948 || Clusters count: 2 || Log posterior: -4000.887085028751 || Iter Time:0.0035178661346435547 || Total time:13.387962579727173 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 2 || Log posterior: -4008.3848417685035 || Iter Time:0.0029039382934570312 || Total time:13.39086651802063 Iteration: 1950 || Clusters count: 2 || Log posterior: -4008.3848417685035 || Iter Time:0.0035560131072998047 || Total time:13.39442253112793 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 2 || Log posterior: -3997.4754685460343 || Iter Time:0.0029020309448242188 || Total time:13.397324562072754 Iteration: 1952 || Clusters count: 2 || Log posterior: -3997.4754685460343 || Iter Time:0.003490924835205078 || Total time:13.400815486907959 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 2 || Log posterior: -3998.7491870335493 || Iter Time:0.003019094467163086 || Total time:13.403834581375122 Iteration: 1954 || Clusters count: 2 || Log posterior: -3998.7491870335493 || Iter Time:0.003709077835083008 || Total time:13.407543659210205 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 2 || Log posterior: -3985.989605583283 || Iter Time:0.002897977828979492 || Total time:13.410441637039185 Iteration: 1956 || Clusters count: 2 || Log posterior: -3985.989605583283 || Iter Time:0.0037488937377929688 || Total time:13.414190530776978 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 2 || Log posterior: -3978.9473779372115 || Iter Time:0.0030519962310791016 || Total time:13.417242527008057 Iteration: 1958 || Clusters count: 2 || Log posterior: -3978.9473779372115 || Iter Time:0.003628969192504883 || Total time:13.420871496200562 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 2 || Log posterior: -4002.383202489987 || Iter Time:0.002894163131713867 || Total time:13.423765659332275 Iteration: 1960 || Clusters count: 2 || Log posterior: -4002.383202489987 || Iter Time:0.003573894500732422 || Total time:13.427339553833008 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 2 || Log posterior: -4007.531510993214 || Iter Time:0.0029158592224121094 || Total time:13.43025541305542 Iteration: 1962 || Clusters count: 2 || Log posterior: -4007.531510993214 || Iter Time:0.0037119388580322266 || Total time:13.433967351913452 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 2 || Log posterior: -3972.6059210658436 || Iter Time:0.003059864044189453 || Total time:13.437027215957642 Iteration: 1964 || Clusters count: 2 || Log posterior: -3972.6059210658436 || Iter Time:0.0038139820098876953 || Total time:13.44084119796753 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 2 || Log posterior: -3972.396025600777 || Iter Time:0.00315093994140625 || Total time:13.443992137908936 Iteration: 1966 || Clusters count: 2 || Log posterior: -3972.396025600777 || Iter Time:0.003709077835083008 || Total time:13.447701215744019 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 2 || Log posterior: -3995.553126373897 || Iter Time:0.0030879974365234375 || Total time:13.450789213180542 Iteration: 1968 || Clusters count: 2 || Log posterior: -3995.553126373897 || Iter Time:0.0038869380950927734 || Total time:13.454676151275635 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 2 || Log posterior: -3995.160259196626 || Iter Time:0.003106832504272461 || Total time:13.457782983779907 Iteration: 1970 || Clusters count: 2 || Log posterior: -3995.160259196626 || Iter Time:0.003876924514770508 || Total time:13.461659908294678 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 2 || Log posterior: -4004.974998948354 || Iter Time:0.0032579898834228516 || Total time:13.4649178981781 Iteration: 1972 || Clusters count: 2 || Log posterior: -4004.974998948354 || Iter Time:0.0038900375366210938 || Total time:13.468807935714722 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 2 || Log posterior: -4011.783167233863 || Iter Time:0.0030739307403564453 || Total time:13.471881866455078 Iteration: 1974 || Clusters count: 2 || Log posterior: -4011.783167233863 || Iter Time:0.0037670135498046875 || Total time:13.475648880004883 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 2 || Log posterior: -4014.175338326078 || Iter Time:0.002828836441040039 || Total time:13.478477716445923 Iteration: 1976 || Clusters count: 2 || Log posterior: -4014.175338326078 || Iter Time:0.003866910934448242 || Total time:13.482344627380371 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 2 || Log posterior: -4004.1954533678695 || Iter Time:0.0029909610748291016 || Total time:13.4853355884552 Iteration: 1978 || Clusters count: 2 || Log posterior: -4004.1954533678695 || Iter Time:0.003593921661376953 || Total time:13.488929510116577 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 2 || Log posterior: -3975.405797837195 || Iter Time:0.0028929710388183594 || Total time:13.491822481155396 Iteration: 1980 || Clusters count: 2 || Log posterior: -3975.405797837195 || Iter Time:0.003620147705078125 || Total time:13.495442628860474 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 2 || Log posterior: -3996.306386623513 || Iter Time:0.0029249191284179688 || Total time:13.498367547988892 Iteration: 1982 || Clusters count: 2 || Log posterior: -3996.306386623513 || Iter Time:0.0036427974700927734 || Total time:13.502010345458984 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 2 || Log posterior: -3983.401593241801 || Iter Time:0.002843141555786133 || Total time:13.50485348701477 Iteration: 1984 || Clusters count: 2 || Log posterior: -3983.401593241801 || Iter Time:0.0036590099334716797 || Total time:13.508512496948242 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 2 || Log posterior: -3984.4238870851436 || Iter Time:0.002953052520751953 || Total time:13.511465549468994 Iteration: 1986 || Clusters count: 2 || Log posterior: -3984.4238870851436 || Iter Time:0.021605968475341797 || Total time:13.533071517944336 Loading and distributing data: 0.000121 seconds (129 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 2 || Log posterior: -4010.435531121548 || Iter Time:0.0028460025787353516 || Total time:13.535917520523071 Iteration: 1988 || Clusters count: 2 || Log posterior: -4010.435531121548 || Iter Time:0.003534078598022461 || Total time:13.539451599121094 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 2 || Log posterior: -4023.836257706424 || Iter Time:0.002859830856323242 || Total time:13.542311429977417 Iteration: 1990 || Clusters count: 2 || Log posterior: -4023.836257706424 || Iter Time:0.0036411285400390625 || Total time:13.545952558517456 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 2 || Log posterior: -4014.494041155354 || Iter Time:0.002907991409301758 || Total time:13.548860549926758 Iteration: 1992 || Clusters count: 2 || Log posterior: -4014.494041155354 || Iter Time:0.0037059783935546875 || Total time:13.552566528320312 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 2 || Log posterior: -3992.7733241024803 || Iter Time:0.0028269290924072266 || Total time:13.55539345741272 Iteration: 1994 || Clusters count: 2 || Log posterior: -3992.7733241024803 || Iter Time:0.0037920475006103516 || Total time:13.55918550491333 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 2 || Log posterior: -3999.08950734176 || Iter Time:0.003175973892211914 || Total time:13.562361478805542 Iteration: 1996 || Clusters count: 2 || Log posterior: -3999.08950734176 || Iter Time:0.0035021305084228516 || Total time:13.565863609313965 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 2 || Log posterior: -4008.8259812898473 || Iter Time:0.003283977508544922 || Total time:13.56914758682251 Iteration: 1998 || Clusters count: 2 || Log posterior: -4008.8259812898473 || Iter Time:0.003741025924682617 || Total time:13.572888612747192 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 2 || Log posterior: -3978.738634190196 || Iter Time:0.0029311180114746094 || Total time:13.575819730758667 Iteration: 2000 || Clusters count: 2 || Log posterior: -3978.738634190196 || Iter Time:0.0036749839782714844 || Total time:13.579494714736938 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 2 || Log posterior: -3983.246754917222 || Iter Time:0.002871990203857422 || Total time:13.582366704940796 Iteration: 2002 || Clusters count: 2 || Log posterior: -3983.246754917222 || Iter Time:0.0036029815673828125 || Total time:13.585969686508179 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 2 || Log posterior: -3995.2118802760356 || Iter Time:0.003145933151245117 || Total time:13.589115619659424 Iteration: 2004 || Clusters count: 2 || Log posterior: -3995.2118802760356 || Iter Time:0.003670930862426758 || Total time:13.59278655052185 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 2 || Log posterior: -3986.9092827682894 || Iter Time:0.002978086471557617 || Total time:13.595764636993408 Iteration: 2006 || Clusters count: 2 || Log posterior: -3986.9092827682894 || Iter Time:0.0036520957946777344 || Total time:13.599416732788086 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 2 || Log posterior: -3978.7142688059607 || Iter Time:0.0029180049896240234 || Total time:13.60233473777771 Iteration: 2008 || Clusters count: 2 || Log posterior: -3978.7142688059607 || Iter Time:0.003648996353149414 || Total time:13.60598373413086 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 2 || Log posterior: -3996.1928670790417 || Iter Time:0.0029261112213134766 || Total time:13.608909845352173 Iteration: 2010 || Clusters count: 2 || Log posterior: -3996.1928670790417 || Iter Time:0.003567934036254883 || Total time:13.612477779388428 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 2 || Log posterior: -4022.8676405047304 || Iter Time:0.002891063690185547 || Total time:13.615368843078613 Iteration: 2012 || Clusters count: 2 || Log posterior: -4022.8676405047304 || Iter Time:0.0036809444427490234 || Total time:13.619049787521362 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 2 || Log posterior: -4027.249659055364 || Iter Time:0.002949953079223633 || Total time:13.621999740600586 Iteration: 2014 || Clusters count: 2 || Log posterior: -4027.249659055364 || Iter Time:0.0035898685455322266 || Total time:13.625589609146118 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 2 || Log posterior: -4015.676816713038 || Iter Time:0.0029342174530029297 || Total time:13.628523826599121 Iteration: 2016 || Clusters count: 2 || Log posterior: -4015.676816713038 || Iter Time:0.0035169124603271484 || Total time:13.632040739059448 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 2 || Log posterior: -3994.571144731634 || Iter Time:0.0029420852661132812 || Total time:13.634982824325562 Iteration: 2018 || Clusters count: 2 || Log posterior: -3994.571144731634 || Iter Time:0.003515005111694336 || Total time:13.638497829437256 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 2 || Log posterior: -3991.813467272453 || Iter Time:0.0029599666595458984 || Total time:13.641457796096802 Iteration: 2020 || Clusters count: 2 || Log posterior: -3991.813467272453 || Iter Time:0.0037229061126708984 || Total time:13.645180702209473 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 2 || Log posterior: -3986.784937041323 || Iter Time:0.0030291080474853516 || Total time:13.648209810256958 Iteration: 2022 || Clusters count: 2 || Log posterior: -3986.784937041323 || Iter Time:0.0037691593170166016 || Total time:13.651978969573975 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 2 || Log posterior: -4000.121443962477 || Iter Time:0.003069162368774414 || Total time:13.655048131942749 Iteration: 2024 || Clusters count: 2 || Log posterior: -4000.121443962477 || Iter Time:0.003813028335571289 || Total time:13.65886116027832 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 2 || Log posterior: -4007.90793051405 || Iter Time:0.002907991409301758 || Total time:13.661769151687622 Iteration: 2026 || Clusters count: 2 || Log posterior: -4007.90793051405 || Iter Time:0.0036618709564208984 || Total time:13.665431022644043 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 2 || Log posterior: -3997.2804375580204 || Iter Time:0.0030050277709960938 || Total time:13.668436050415039 Iteration: 2028 || Clusters count: 2 || Log posterior: -3997.2804375580204 || Iter Time:0.003574848175048828 || Total time:13.672010898590088 Avg NMI: 0.19988220911393242 Full NMI: 0.19985782998423776 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m13.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 179.25s PkgEval succeeded after 327.62s