Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.843 (7634fdf1d6*) started at 2025-07-10T18:10:01.624 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.3s ################################################################################ # 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 v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [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 v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+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 v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+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 4.29s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 138.94s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_0AWHru/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_0AWHru/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [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 v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+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 v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+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: 2.653502 seconds (1.22 M allocations: 70.719 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:16.196789026260376 || Total time:16.196789026260376 Iteration: 1 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.006124973297119141 || Total time:16.202913999557495 Iteration: 2 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.0057489871978759766 || Total time:16.20866298675537 Iteration: 3 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005444049835205078 || Total time:16.214107036590576 Iteration: 4 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.0051610469818115234 || Total time:16.219268083572388 Iteration: 5 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.01814103126525879 || Total time:16.237409114837646 Iteration: 6 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005507946014404297 || Total time:16.24291706085205 Iteration: 7 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005294084548950195 || Total time:16.248211145401 Iteration: 8 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005405902862548828 || Total time:16.25361704826355 Iteration: 9 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005037069320678711 || Total time:16.25865411758423 Iteration: 10 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005279064178466797 || Total time:16.263933181762695 Iteration: 11 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.0054340362548828125 || Total time:16.269367218017578 Iteration: 12 || Clusters count: 1 || Log posterior: -233265.16298629093 || Iter Time:0.005430936813354492 || Total time:16.274798154830933 Iteration: 13 || Clusters count: 2 || Log posterior: -232955.35107950025 || Iter Time:3.8794541358947754 || Total time:20.154252290725708 Iteration: 14 || Clusters count: 2 || Log posterior: -232975.83741265646 || Iter Time:0.006694793701171875 || Total time:20.16094708442688 Iteration: 15 || Clusters count: 2 || Log posterior: -232968.50652140166 || Iter Time:0.0061337947845458984 || Total time:20.167080879211426 Iteration: 16 || Clusters count: 2 || Log posterior: -232960.04996091308 || Iter Time:0.00621485710144043 || Total time:20.173295736312866 Iteration: 17 || Clusters count: 2 || Log posterior: -232963.8903464112 || Iter Time:0.006210803985595703 || Total time:20.179506540298462 Iteration: 18 || Clusters count: 2 || Log posterior: -232950.8272475115 || Iter Time:0.0065898895263671875 || Total time:20.18609642982483 Iteration: 19 || Clusters count: 2 || Log posterior: -232979.71557275625 || Iter Time:0.006039857864379883 || Total time:20.19213628768921 Iteration: 20 || Clusters count: 2 || Log posterior: -232866.57284334794 || Iter Time:3.336940050125122 || Total time:23.52907633781433 Loading and distributing data: 0.000852 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233115.96335311467 || Iter Time:0.03425407409667969 || Total time:23.56333041191101 Iteration: 22 || Clusters count: 2 || Log posterior: -233064.88624478065 || Iter Time:0.006360054016113281 || Total time:23.569690465927124 Iteration: 23 || Clusters count: 2 || Log posterior: -233040.6529580402 || Iter Time:0.005643129348754883 || Total time:23.57533359527588 Iteration: 24 || Clusters count: 2 || Log posterior: -233004.0148536224 || Iter Time:0.005788087844848633 || Total time:23.581121683120728 Iteration: 25 || Clusters count: 2 || Log posterior: -233016.91893770182 || Iter Time:0.005738973617553711 || Total time:23.58686065673828 Iteration: 26 || Clusters count: 2 || Log posterior: -233011.93075194585 || Iter Time:0.005867958068847656 || Total time:23.59272861480713 Iteration: 27 || Clusters count: 2 || Log posterior: -232994.1898683462 || Iter Time:0.005732059478759766 || Total time:23.59846067428589 Iteration: 28 || Clusters count: 3 || Log posterior: -232605.7857657604 || Iter Time:0.007740974426269531 || Total time:23.606201648712158 Iteration: 29 || Clusters count: 3 || Log posterior: -232552.17446054492 || Iter Time:0.05259513854980469 || Total time:23.658796787261963 Iteration: 30 || Clusters count: 3 || Log posterior: -232507.5694871468 || Iter Time:0.0061948299407958984 || Total time:23.66499161720276 Iteration: 31 || Clusters count: 3 || Log posterior: -232506.77736024454 || Iter Time:0.006026029586791992 || Total time:23.67101764678955 Iteration: 32 || Clusters count: 3 || Log posterior: -232500.8109776792 || Iter Time:0.006284952163696289 || Total time:23.677302598953247 Iteration: 33 || Clusters count: 3 || Log posterior: -232501.9527961023 || Iter Time:0.0061609745025634766 || Total time:23.68346357345581 Iteration: 34 || Clusters count: 3 || Log posterior: -232475.81803445728 || Iter Time:0.006000995635986328 || Total time:23.689464569091797 Iteration: 35 || Clusters count: 3 || Log posterior: -232479.95730050467 || Iter Time:0.006002902984619141 || Total time:23.695467472076416 Iteration: 36 || Clusters count: 3 || Log posterior: -232491.02395110606 || Iter Time:0.006439924240112305 || Total time:23.70190739631653 Iteration: 37 || Clusters count: 3 || Log posterior: -232484.87497860935 || Iter Time:0.00615692138671875 || Total time:23.708064317703247 Iteration: 38 || Clusters count: 3 || Log posterior: -232486.80132093825 || Iter Time:0.0061719417572021484 || Total time:23.71423625946045 Iteration: 39 || Clusters count: 3 || Log posterior: -232466.73393893105 || Iter Time:0.006070137023925781 || Total time:23.720306396484375 Iteration: 40 || Clusters count: 3 || Log posterior: -232459.8263143764 || Iter Time:0.006314992904663086 || Total time:23.726621389389038 Iteration: 41 || Clusters count: 3 || Log posterior: -232400.6953810969 || Iter Time:0.006198883056640625 || Total time:23.73282027244568 Loading and distributing data: 0.000738 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262427.671243932 || Iter Time:0.00657200813293457 || Total time:23.739392280578613 Iteration: 43 || Clusters count: 4 || Log posterior: -262155.480715219 || Iter Time:0.007607936859130859 || Total time:23.747000217437744 Iteration: 44 || Clusters count: 4 || Log posterior: -261949.5140756439 || Iter Time:0.006682872772216797 || Total time:23.75368309020996 Iteration: 45 || Clusters count: 4 || Log posterior: -261917.5836921966 || Iter Time:0.006731986999511719 || Total time:23.760415077209473 Iteration: 46 || Clusters count: 4 || Log posterior: -261944.71269732865 || Iter Time:0.00660395622253418 || Total time:23.767019033432007 Iteration: 47 || Clusters count: 4 || Log posterior: -261908.9093514078 || Iter Time:0.0067138671875 || Total time:23.773732900619507 Iteration: 48 || Clusters count: 4 || Log posterior: -261904.06912255933 || Iter Time:0.0068378448486328125 || Total time:23.78057074546814 Iteration: 49 || Clusters count: 4 || Log posterior: -261925.0151278332 || Iter Time:0.006457090377807617 || Total time:23.787027835845947 Iteration: 50 || Clusters count: 4 || Log posterior: -261916.61126396453 || Iter Time:0.006784915924072266 || Total time:23.79381275177002 Iteration: 51 || Clusters count: 4 || Log posterior: -261911.59201716963 || Iter Time:0.03826284408569336 || Total time:23.832075595855713 Iteration: 52 || Clusters count: 4 || Log posterior: -261901.73336640737 || Iter Time:0.006922006607055664 || Total time:23.83899760246277 Iteration: 53 || Clusters count: 5 || Log posterior: -261516.0557591292 || Iter Time:0.008910894393920898 || Total time:23.84790849685669 Iteration: 54 || Clusters count: 5 || Log posterior: -261478.34283815481 || Iter Time:0.006970882415771484 || Total time:23.85487937927246 Iteration: 55 || Clusters count: 6 || Log posterior: -261048.87423297967 || Iter Time:0.008057117462158203 || Total time:23.86293649673462 Iteration: 56 || Clusters count: 6 || Log posterior: -260931.7054031635 || Iter Time:0.007180929183959961 || Total time:23.87011742591858 Iteration: 57 || Clusters count: 6 || Log posterior: -260909.40361122292 || Iter Time:0.007292032241821289 || Total time:23.8774094581604 Iteration: 58 || Clusters count: 6 || Log posterior: -260909.0719001473 || Iter Time:0.007547140121459961 || Total time:23.88495659828186 Iteration: 59 || Clusters count: 6 || Log posterior: -260954.22832192012 || Iter Time:0.007651090621948242 || Total time:23.89260768890381 Iteration: 60 || Clusters count: 6 || Log posterior: -260925.7640622298 || Iter Time:0.0073468685150146484 || Total time:23.899954557418823 Iteration: 61 || Clusters count: 6 || Log posterior: -260939.74482742228 || Iter Time:0.007890939712524414 || Total time:23.907845497131348 Iteration: 62 || Clusters count: 6 || Log posterior: -260850.12455728848 || Iter Time:0.007715940475463867 || Total time:23.91556143760681 Loading and distributing data: 0.000846 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260819.9823318629 || Iter Time:0.009238004684448242 || Total time:23.92479944229126 Iteration: 64 || Clusters count: 7 || Log posterior: -260693.48140677784 || Iter Time:0.008086204528808594 || Total time:23.93288564682007 Iteration: 65 || Clusters count: 7 || Log posterior: -260666.1771429587 || Iter Time:0.007990837097167969 || Total time:23.940876483917236 Iteration: 66 || Clusters count: 7 || Log posterior: -260671.00871042893 || Iter Time:0.008045196533203125 || Total time:23.94892168045044 Iteration: 67 || Clusters count: 7 || Log posterior: -260663.10994653587 || Iter Time:0.007818937301635742 || Total time:23.956740617752075 Iteration: 68 || Clusters count: 9 || Log posterior: -260010.8288580226 || Iter Time:0.011065006256103516 || Total time:23.96780562400818 Iteration: 69 || Clusters count: 9 || Log posterior: -259796.5510600524 || Iter Time:0.027784109115600586 || Total time:23.99558973312378 Iteration: 70 || Clusters count: 11 || Log posterior: -259137.76142579006 || Iter Time:0.010749101638793945 || Total time:24.006338834762573 Iteration: 71 || Clusters count: 11 || Log posterior: -259055.54059255557 || Iter Time:0.02300286293029785 || Total time:24.02934169769287 Iteration: 72 || Clusters count: 11 || Log posterior: -259051.88346562383 || Iter Time:0.009470939636230469 || Total time:24.0388126373291 Iteration: 73 || Clusters count: 11 || Log posterior: -259044.68232361198 || Iter Time:0.009525060653686523 || Total time:24.048337697982788 Iteration: 74 || Clusters count: 11 || Log posterior: -259062.66584789546 || Iter Time:0.009335994720458984 || Total time:24.057673692703247 Iteration: 75 || Clusters count: 11 || Log posterior: -259038.1981852373 || Iter Time:0.009552955627441406 || Total time:24.06722664833069 Iteration: 76 || Clusters count: 11 || Log posterior: -259058.1694512144 || Iter Time:0.009420156478881836 || Total time:24.07664680480957 Iteration: 77 || Clusters count: 11 || Log posterior: -259043.4626921103 || Iter Time:0.00952005386352539 || Total time:24.086166858673096 Iteration: 78 || Clusters count: 11 || Log posterior: -259082.61952799544 || Iter Time:0.911776065826416 || Total time:24.99794292449951 Iteration: 79 || Clusters count: 11 || Log posterior: -259042.58441148984 || Iter Time:0.010465860366821289 || Total time:25.008408784866333 Iteration: 80 || Clusters count: 11 || Log posterior: -259043.3282776836 || Iter Time:0.025478124618530273 || Total time:25.033886909484863 Iteration: 81 || Clusters count: 11 || Log posterior: -259039.02775741278 || Iter Time:0.009629964828491211 || Total time:25.043516874313354 Iteration: 82 || Clusters count: 11 || Log posterior: -259053.3119879359 || Iter Time:0.009571075439453125 || Total time:25.053087949752808 Iteration: 83 || Clusters count: 11 || Log posterior: -259002.6547264914 || Iter Time:0.010119915008544922 || Total time:25.063207864761353 Loading and distributing data: 0.000756 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 14 || Log posterior: -258414.51707571908 || Iter Time:0.013329029083251953 || Total time:25.076536893844604 Iteration: 85 || Clusters count: 15 || Log posterior: -257510.50599424326 || Iter Time:0.014829874038696289 || Total time:25.0913667678833 Iteration: 86 || Clusters count: 15 || Log posterior: -257414.82152267187 || Iter Time:0.012758016586303711 || Total time:25.104124784469604 Iteration: 87 || Clusters count: 15 || Log posterior: -257397.9476420984 || Iter Time:0.012807846069335938 || Total time:25.11693263053894 Iteration: 88 || Clusters count: 15 || Log posterior: -257371.45891056705 || Iter Time:0.01357889175415039 || Total time:25.13051152229309 Iteration: 89 || Clusters count: 15 || Log posterior: -257368.7914057733 || Iter Time:0.02916121482849121 || Total 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-255857.42149642305 || Iter Time:0.01916980743408203 || Total time:25.5331974029541 Iteration: 111 || Clusters count: 19 || Log posterior: -255857.90446665825 || Iter Time:0.020540952682495117 || Total time:25.553738355636597 Iteration: 112 || Clusters count: 19 || Log posterior: -255854.50248634844 || Iter Time:0.023808956146240234 || Total time:25.577547311782837 Iteration: 113 || Clusters count: 19 || Log posterior: -255854.50248634844 || Iter Time:0.018748998641967773 || Total time:25.596296310424805 Iteration: 114 || Clusters count: 19 || Log posterior: -255860.24603639607 || Iter Time:0.01903986930847168 || Total time:25.615336179733276 Iteration: 115 || Clusters count: 19 || Log posterior: -255856.07967302014 || Iter Time:0.022843122482299805 || Total time:25.638179302215576 Iteration: 116 || Clusters count: 19 || Log posterior: -255867.46917215237 || Iter Time:0.019891977310180664 || Total time:25.658071279525757 Iteration: 117 || Clusters count: 19 || Log posterior: -255871.57649265823 || Iter Time:0.018833160400390625 || Total time:25.676904439926147 Iteration: 118 || Clusters count: 19 || Log posterior: -255866.94202468768 || Iter Time:0.018751859664916992 || Total time:25.695656299591064 Iteration: 119 || Clusters count: 19 || Log posterior: -255868.87422037727 || Iter Time:0.02225518226623535 || Total time:25.7179114818573 Iteration: 120 || Clusters count: 19 || Log posterior: -255868.58180778133 || Iter Time:0.0249481201171875 || Total time:25.742859601974487 Iteration: 121 || Clusters count: 19 || Log posterior: -255869.20178737518 || Iter Time:0.03176307678222656 || Total time:25.774622678756714 Iteration: 122 || Clusters count: 19 || Log posterior: -255865.4747389937 || Iter Time:0.027315139770507812 || Total time:25.80193781852722 Iteration: 123 || Clusters count: 19 || Log posterior: -255868.76882164023 || Iter Time:0.02721405029296875 || Total time:25.82915186882019 Iteration: 124 || Clusters count: 19 || Log posterior: -255864.84661246458 || Iter Time:0.032814979553222656 || Total time:25.861966848373413 Iteration: 125 || Clusters count: 19 || Log posterior: -255856.9005013269 || Iter Time:0.025765180587768555 || Total time:25.88773202896118 Loading and distributing data: 0.000791 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255356.33092124667 || Iter Time:0.028747081756591797 || Total time:25.916479110717773 Iteration: 127 || Clusters count: 20 || Log posterior: -255310.82605143185 || Iter Time:0.031199932098388672 || Total time:25.947679042816162 Iteration: 128 || Clusters count: 20 || Log posterior: -255315.9593588884 || Iter Time:0.02779698371887207 || Total time:25.975476026535034 Iteration: 129 || Clusters count: 20 || Log posterior: -255314.0948071882 || Iter Time:0.031080007553100586 || Total time:26.006556034088135 Iteration: 130 || Clusters count: 20 || Log posterior: -255315.37172730017 || Iter Time:0.026922941207885742 || Total 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-255597.1460294537 || Iter Time:0.028460979461669922 || Total time:26.865461349487305 Iteration: 159 || Clusters count: 20 || Log posterior: -255590.7536276435 || Iter Time:0.0323030948638916 || Total time:26.897764444351196 Iteration: 160 || Clusters count: 20 || Log posterior: -255592.9245122022 || Iter Time:0.02902698516845703 || Total time:26.926791429519653 Iteration: 161 || Clusters count: 20 || Log posterior: -255591.99614592645 || Iter Time:0.029242992401123047 || Total time:26.956034421920776 Iteration: 162 || Clusters count: 20 || Log posterior: -255592.11293377902 || Iter Time:0.033553123474121094 || Total time:26.989587545394897 Iteration: 163 || Clusters count: 20 || Log posterior: -255608.09867603343 || Iter Time:0.03066706657409668 || Total time:27.020254611968994 Iteration: 164 || Clusters count: 20 || Log posterior: -255598.90860862486 || Iter Time:0.03399801254272461 || Total time:27.05425262451172 Iteration: 165 || Clusters count: 20 || Log posterior: -255599.69628463144 || Iter Time:0.029052019119262695 || Total time:27.08330464363098 Iteration: 166 || Clusters count: 20 || Log posterior: -255597.1650937143 || Iter Time:0.028610944747924805 || Total time:27.111915588378906 Iteration: 167 || Clusters count: 20 || Log posterior: -255593.50945301683 || Iter Time:0.03342103958129883 || Total time:27.145336627960205 Loading and distributing data: 0.001019 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255393.26701821506 || Iter Time:0.033579111099243164 || Total time:27.17891573905945 Iteration: 169 || Clusters count: 20 || Log posterior: -255363.63897156873 || Iter Time:0.0328218936920166 || Total time:27.211737632751465 Iteration: 170 || Clusters count: 20 || Log posterior: -255365.79604848183 || Iter Time:0.028744935989379883 || Total time:27.240482568740845 Iteration: 171 || Clusters count: 20 || Log posterior: -255366.89533878036 || Iter Time:0.03376317024230957 || Total 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time:27.691749095916748 Iteration: 186 || Clusters count: 20 || Log posterior: -255327.99350352705 || Iter Time:0.031275033950805664 || Total time:27.723024129867554 Iteration: 187 || Clusters count: 20 || Log posterior: -255327.0935562939 || Iter Time:0.0436859130859375 || Total time:27.76671004295349 Iteration: 188 || Clusters count: 20 || Log posterior: -255327.0935562939 || Iter Time:0.0281829833984375 || Total time:27.79489302635193 Loading and distributing data: 0.000884 seconds (128 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255413.29406649995 || Iter Time:0.04783201217651367 || Total time:27.842725038528442 Iteration: 190 || Clusters count: 20 || Log posterior: -255389.84096375055 || Iter Time:0.029775142669677734 || Total time:27.87250018119812 Iteration: 191 || Clusters count: 20 || Log posterior: -255374.49988738826 || Iter Time:0.033659934997558594 || Total time:27.90616011619568 Iteration: 192 || Clusters count: 20 || Log posterior: -255375.01059102133 || Iter Time:0.02948284149169922 || Total time:27.935642957687378 Iteration: 193 || Clusters count: 20 || Log posterior: -255388.6638883836 || Iter Time:0.030545949935913086 || Total time:27.96618890762329 Iteration: 194 || Clusters count: 20 || Log posterior: -255374.10000872862 || Iter Time:0.03350400924682617 || Total time:27.999692916870117 Iteration: 195 || Clusters count: 20 || Log posterior: -255375.44388723388 || Iter Time:0.029380083084106445 || Total time:28.029072999954224 Iteration: 196 || Clusters count: 20 || Log posterior: -255370.8213655361 || Iter Time:0.03401994705200195 || Total time:28.063092947006226 Iteration: 197 || Clusters count: 20 || Log posterior: -255374.38828439286 || Iter Time:0.0293428897857666 || Total time:28.092435836791992 Iteration: 198 || Clusters count: 20 || Log posterior: -255374.38828439286 || Iter Time:0.030195951461791992 || Total time:28.122631788253784 Iteration: 199 || Clusters count: 20 || Log posterior: -255372.99441599156 || Iter Time:0.033193111419677734 || Total time:28.155824899673462 Iteration: 200 || Clusters count: 20 || Log posterior: -255375.0640180501 || Iter Time:0.029616117477416992 || Total time:28.18544101715088 Iteration: 201 || Clusters count: 20 || Log posterior: -255370.92501020047 || Iter Time:0.033493995666503906 || Total time:28.218935012817383 Iteration: 202 || Clusters count: 20 || Log posterior: -255371.5066635312 || Iter Time:0.028968095779418945 || Total time:28.2479031085968 Iteration: 203 || Clusters count: 20 || Log posterior: -255371.85403720857 || Iter Time:0.030512094497680664 || Total time:28.278415203094482 Iteration: 204 || Clusters count: 20 || Log posterior: -255373.34937708077 || Iter Time:0.0348057746887207 || Total time:28.313220977783203 Iteration: 205 || Clusters count: 20 || Log posterior: -255370.91214917088 || Iter Time:0.029134035110473633 || Total time:28.342355012893677 Iteration: 206 || Clusters count: 20 || Log posterior: -255289.96058912863 || Iter Time:0.03382110595703125 || Total time:28.376176118850708 Iteration: 207 || Clusters count: 20 || Log posterior: -255290.78177009698 || Iter Time:0.027611970901489258 || Total time:28.403788089752197 Iteration: 208 || Clusters count: 20 || Log posterior: -255284.70774403246 || Iter Time:0.03121185302734375 || Total time:28.43499994277954 Iteration: 209 || Clusters count: 20 || Log posterior: -255284.70774403246 || Iter Time:0.026176929473876953 || Total time:28.461176872253418 NMI: 0.7742262189415574 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m25.5s [52010, 37944, 109771, 82726, 25733, 11204, 93759, 166989, 4226, 61049, 8068, 30493, 1348, 81772, 94737, 10064, 64244, 52208, 7334, 4321] Loading and distributing data: 0.000215 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:4.864085912704468 || Total time:4.864085912704468 Iteration: 1 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0022308826446533203 || Total time:4.866316795349121 Iteration: 2 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0015749931335449219 || Total time:4.867891788482666 Iteration: 3 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0014801025390625 || Total time:4.8693718910217285 Iteration: 4 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0014939308166503906 || Total time:4.870865821838379 Iteration: 5 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0014879703521728516 || Total time:4.872353792190552 Iteration: 6 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0015377998352050781 || Total time:4.873891592025757 Iteration: 7 || Clusters count: 1 || Log posterior: -6869.396214885515 || Iter Time:0.0015039443969726562 || Total time:4.8753955364227295 Iteration: 8 || Clusters count: 2 || Log posterior: -6810.3539816363245 || Iter Time:0.15808391571044922 || Total time:5.033479452133179 Iteration: 9 || Clusters count: 2 || Log posterior: -6821.014241799484 || Iter Time:0.0021109580993652344 || Total time:5.035590410232544 Iteration: 10 || Clusters count: 2 || Log posterior: -6815.461136104344 || Iter Time:0.0019559860229492188 || Total time:5.037546396255493 Iteration: 11 || Clusters count: 2 || Log posterior: -6828.29577621283 || Iter Time:0.0019469261169433594 || Total time:5.0394933223724365 Iteration: 12 || Clusters count: 2 || Log posterior: -6816.791328719495 || Iter Time:0.0018351078033447266 || Total time:5.041328430175781 Iteration: 13 || Clusters count: 2 || Log posterior: -6813.686203730957 || Iter Time:0.0017991065979003906 || Total time:5.043127536773682 Iteration: 14 || Clusters count: 2 || Log posterior: -6814.35421526705 || Iter Time:0.001806020736694336 || Total time:5.044933557510376 Iteration: 15 || Clusters count: 2 || Log posterior: -6795.61192890788 || Iter Time:0.0018248558044433594 || Total time:5.046758413314819 Iteration: 16 || Clusters count: 2 || Log posterior: -6800.196878420563 || Iter Time:0.0018069744110107422 || Total time:5.04856538772583 Iteration: 17 || Clusters count: 2 || Log posterior: -6814.129523852853 || Iter Time:0.001775979995727539 || Total time:5.050341367721558 Iteration: 18 || Clusters count: 3 || Log posterior: -6608.283519078188 || Iter Time:0.004167079925537109 || Total time:5.054508447647095 Iteration: 19 || Clusters count: 3 || Log posterior: -6610.168639274854 || Iter Time:0.002446889877319336 || Total time:5.056955337524414 Iteration: 20 || Clusters count: 3 || Log posterior: -6607.42396639319 || Iter Time:0.0022110939025878906 || Total time:5.059166431427002 Iteration: 21 || Clusters count: 3 || Log posterior: -6633.043433255425 || Iter Time:0.0021789073944091797 || Total time:5.061345338821411 Iteration: 22 || Clusters count: 3 || Log posterior: -6613.463766204961 || Iter Time:0.0023250579833984375 || Total time:5.06367039680481 Iteration: 23 || Clusters count: 3 || Log posterior: -6629.8344943228985 || Iter Time:0.002279996871948242 || Total time:5.065950393676758 Iteration: 24 || Clusters count: 3 || Log posterior: -6620.753798378364 || Iter Time:0.002187013626098633 || Total time:5.0681374073028564 Iteration: 25 || Clusters count: 4 || Log posterior: -6539.530464891541 || Iter Time:0.0038909912109375 || Total time:5.072028398513794 Iteration: 26 || Clusters count: 4 || Log posterior: -6425.5323756858 || Iter Time:0.002540111541748047 || Total time:5.074568510055542 Iteration: 27 || Clusters count: 4 || Log posterior: -6411.161427813987 || Iter Time:0.0023899078369140625 || Total time:5.076958417892456 Iteration: 28 || Clusters count: 4 || Log posterior: -6354.600622585451 || Iter Time:0.0023720264434814453 || Total time:5.0793304443359375 Iteration: 29 || Clusters count: 4 || Log posterior: -6340.5847410730075 || Iter Time:0.0025529861450195312 || Total time:5.081883430480957 Iteration: 30 || Clusters count: 4 || Log posterior: -6248.059207705474 || Iter Time:1.203718900680542 || Total time:6.285602331161499 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000294 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6175.022875241573 || Iter Time:0.030438899993896484 || Total time:6.3160412311553955 Iteration: 32 || Clusters count: 4 || Log posterior: -6101.326636699123 || Iter Time:0.004973888397216797 || Total time:6.321015119552612 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -5477.189951437931 || Iter Time:0.003248929977416992 || Total time:6.324264049530029 Iteration: 34 || Clusters count: 4 || Log posterior: -5425.810272198475 || Iter Time:0.0052890777587890625 || Total time:6.329553127288818 Loading and distributing data: 0.000156 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -5277.8282647228025 || Iter Time:0.0033860206604003906 || Total time:6.332939147949219 Iteration: 36 || Clusters count: 4 || Log posterior: -5228.22557105517 || Iter Time:0.005357027053833008 || Total time:6.338296175003052 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -5266.006693563999 || Iter Time:0.003383159637451172 || Total time:6.341679334640503 Iteration: 38 || Clusters count: 4 || Log posterior: -5206.9688718995585 || Iter Time:0.0049419403076171875 || Total time:6.34662127494812 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -5285.556765181464 || Iter Time:0.003278017044067383 || Total time:6.3498992919921875 Iteration: 40 || Clusters count: 4 || Log posterior: -5210.241874472059 || Iter Time:0.005124807357788086 || Total time:6.355024099349976 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -4950.8611693492185 || Iter Time:0.004439115524291992 || Total time:6.359463214874268 Iteration: 42 || Clusters count: 5 || Log posterior: -4816.630910912451 || Iter Time:0.00566411018371582 || Total time:6.365127325057983 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 43 || 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time:6.7031333446502686 Iteration: 66 || Clusters count: 9 || Log posterior: -3956.9280605388594 || Iter Time:0.009692192077636719 || Total time:6.712825536727905 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 9 || Log posterior: -3977.3902163465696 || Iter Time:0.00656890869140625 || Total time:6.7193944454193115 Iteration: 68 || Clusters count: 9 || Log posterior: -3961.4940028833903 || Iter Time:0.009652137756347656 || Total time:6.729046583175659 Loading and distributing data: 0.000117 seconds (128 allocations: 13.211 KiB) Iteration: 69 || Clusters count: 9 || Log posterior: -4004.183200406861 || Iter Time:0.006551980972290039 || Total time:6.735598564147949 Iteration: 70 || Clusters count: 9 || Log posterior: -3993.5402333187367 || Iter Time:0.009365081787109375 || Total time:6.744963645935059 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 9 || Log 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|| Log posterior: -3638.131384059869 || Iter Time:0.012244939804077148 || Total time:6.915145635604858 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 12 || Log posterior: -3672.046035254044 || Iter Time:0.009416818618774414 || Total time:6.924562454223633 Iteration: 90 || Clusters count: 12 || Log posterior: -3660.6725481733642 || Iter Time:0.012627840042114258 || Total time:6.937190294265747 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 12 || Log posterior: -3659.8726183963863 || Iter Time:0.008882999420166016 || Total time:6.946073293685913 Iteration: 92 || Clusters count: 12 || Log posterior: -3648.369862155347 || Iter Time:0.012892007827758789 || Total time:6.958965301513672 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 12 || Log posterior: -3597.890235537412 || Iter 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Iteration: 1535 || Clusters count: 14 || Log posterior: -3475.8376929104134 || Iter Time:0.0131988525390625 || Total time:30.318042039871216 Iteration: 1536 || Clusters count: 14 || Log posterior: -3470.326944067317 || Iter Time:0.018451929092407227 || Total time:30.336493968963623 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 14 || Log posterior: -3476.989525582923 || Iter Time:0.013410091400146484 || Total time:30.34990406036377 Iteration: 1538 || Clusters count: 14 || Log posterior: -3465.8800933676866 || Iter Time:0.01800084114074707 || Total time:30.367904901504517 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 14 || Log posterior: -3537.412332114231 || Iter Time:0.013386011123657227 || Total time:30.381290912628174 Iteration: 1540 || Clusters count: 14 || Log posterior: -3518.2073518304896 || Iter Time:0.017923831939697266 || Total 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Iteration: 1733 || Clusters count: 15 || Log posterior: -3521.6103699416303 || Iter Time:0.013655900955200195 || Total time:33.49533176422119 Iteration: 1734 || Clusters count: 15 || Log posterior: -3505.088691015637 || Iter Time:0.04046511650085449 || Total time:33.535796880722046 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 15 || Log posterior: -3579.778464318104 || Iter Time:0.013560056686401367 || Total time:33.54935693740845 Iteration: 1736 || Clusters count: 15 || Log posterior: -3557.5175393507184 || Iter Time:0.01808786392211914 || Total time:33.567444801330566 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 15 || Log posterior: -3610.526732543168 || Iter Time:0.013789892196655273 || Total time:33.58123469352722 Iteration: 1738 || Clusters count: 15 || Log posterior: -3594.533453807473 || Iter Time:0.016762971878051758 || Total 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Iteration: 1799 || Clusters count: 14 || Log posterior: -3516.5697503047177 || Iter Time:0.01286005973815918 || Total time:34.59877610206604 Iteration: 1800 || Clusters count: 14 || Log posterior: -3513.774162991587 || Iter Time:0.017665863037109375 || Total time:34.61644196510315 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1801 || Clusters count: 14 || Log posterior: -3527.4978636323435 || Iter Time:0.012272834777832031 || Total time:34.62871479988098 Iteration: 1802 || Clusters count: 14 || Log posterior: -3517.3754099966804 || Iter Time:0.017747163772583008 || Total time:34.646461963653564 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1803 || Clusters count: 14 || Log posterior: -3535.1815847471275 || Iter Time:0.012723922729492188 || Total time:34.65918588638306 Iteration: 1804 || Clusters count: 14 || Log posterior: -3535.0199584110437 || Iter Time:0.015024900436401367 || Total 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Iteration: 1821 || Clusters count: 14 || Log posterior: -3513.4410993629467 || Iter Time:0.013662099838256836 || Total time:34.91238236427307 Iteration: 1822 || Clusters count: 14 || Log posterior: -3509.9863538268337 || Iter Time:0.018344879150390625 || Total time:34.93072724342346 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 14 || Log posterior: -3567.932644702594 || Iter Time:0.01351308822631836 || Total time:34.94424033164978 Iteration: 1824 || Clusters count: 14 || Log posterior: -3564.76885314211 || Iter Time:0.01899099349975586 || Total time:34.963231325149536 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -3580.873251964776 || Iter Time:0.015455007553100586 || Total time:34.97868633270264 Iteration: 1826 || Clusters count: 14 || Log posterior: -3571.54185235096 || Iter Time:0.019276142120361328 || Total time:34.997962474823 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-3542.426093924458 || Iter Time:0.018791913986206055 || Total time:35.49036622047424 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3554.34719594056 || Iter Time:0.014237165451049805 || Total time:35.50460338592529 Iteration: 1856 || Clusters count: 14 || Log posterior: -3542.4410902556906 || Iter Time:0.018769025802612305 || Total time:35.523372411727905 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 14 || Log posterior: -3511.3368028554387 || Iter Time:0.014703989028930664 || Total time:35.538076400756836 Iteration: 1858 || Clusters count: 14 || Log posterior: -3497.4782846999083 || Iter Time:0.0195009708404541 || Total time:35.55757737159729 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -3471.9899890069414 || Iter Time:0.015809059143066406 || 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count: 14 || Log posterior: -3478.979983057166 || Iter Time:0.012396097183227539 || Total time:35.69103193283081 Iteration: 1866 || Clusters count: 14 || Log posterior: -3465.8659702007494 || Iter Time:0.017771005630493164 || Total time:35.708802938461304 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3488.5187130946238 || Iter Time:0.013095855712890625 || Total time:35.721898794174194 Iteration: 1868 || Clusters count: 14 || Log posterior: -3479.2181280921654 || Iter Time:0.01770806312561035 || Total time:35.739606857299805 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3541.0674031125486 || Iter Time:0.01306295394897461 || Total time:35.75266981124878 Iteration: 1870 || Clusters count: 14 || Log posterior: -3532.816259185913 || Iter Time:0.018325090408325195 || Total time:35.770994901657104 Loading and 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-3530.7232475481765 || Iter Time:0.0191500186920166 || Total time:35.870126724243164 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3596.9187565907296 || Iter Time:0.014440059661865234 || Total time:35.88456678390503 Iteration: 1878 || Clusters count: 14 || Log posterior: -3588.4190047905126 || Iter Time:0.01783609390258789 || Total time:35.90240287780762 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3585.2934614171554 || Iter Time:0.014098167419433594 || Total time:35.91650104522705 Iteration: 1880 || Clusters count: 14 || Log posterior: -3581.7996447612754 || Iter Time:0.017865896224975586 || Total time:35.934366941452026 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3579.91359208623 || Iter Time:0.013644218444824219 || 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count: 14 || Log posterior: -3512.6334923650284 || Iter Time:0.013328075408935547 || Total time:36.04575562477112 Iteration: 1888 || Clusters count: 14 || Log posterior: -3508.293923374157 || Iter Time:0.017960071563720703 || Total time:36.06371569633484 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3560.04903487096 || Iter Time:0.014245986938476562 || Total time:36.077961683273315 Iteration: 1890 || Clusters count: 14 || Log posterior: -3559.7421548022808 || Iter Time:0.018362998962402344 || Total time:36.09632468223572 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3552.4911206088495 || Iter Time:0.015230894088745117 || Total time:36.11155557632446 Iteration: 1892 || Clusters count: 14 || Log posterior: -3551.90283692644 || Iter Time:0.018961191177368164 || Total time:36.13051676750183 Loading and distributing 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Time:0.017992019653320312 || Total time:36.24950408935547 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3531.2068353391533 || Iter Time:0.01350712776184082 || Total time:36.26301121711731 Iteration: 1900 || Clusters count: 14 || Log posterior: -3520.147467346878 || Iter Time:0.017908096313476562 || Total time:36.280919313430786 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3471.751524626881 || Iter Time:0.013576030731201172 || Total time:36.29449534416199 Iteration: 1902 || Clusters count: 14 || Log posterior: -3466.304044185289 || Iter Time:0.017841100692749023 || Total time:36.312336444854736 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3471.676770171303 || Iter Time:0.013592958450317383 || Total time:36.325929403305054 Iteration: 1904 || Clusters count: 14 || Log posterior: -3459.7349095236254 || Iter Time:0.01792597770690918 || Total time:36.34385538101196 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3504.118764095534 || Iter Time:0.01384115219116211 || Total time:36.357696533203125 Iteration: 1906 || Clusters count: 14 || Log posterior: -3497.0830772064087 || Iter Time:0.017771005630493164 || Total time:36.37546753883362 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3470.96612660506 || Iter Time:0.013731002807617188 || Total time:36.389198541641235 Iteration: 1908 || Clusters count: 14 || Log posterior: -3454.448697927008 || Iter Time:0.01811385154724121 || Total time:36.40731239318848 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3523.2611881739763 || Iter Time:0.01413583755493164 || Total time:36.42144823074341 Iteration: 1910 || Clusters count: 14 || Log posterior: -3515.360565853576 || Iter Time:0.018293142318725586 || Total time:36.439741373062134 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3534.7704325655077 || Iter Time:0.014408111572265625 || Total time:36.4541494846344 Iteration: 1912 || Clusters count: 14 || Log posterior: -3532.94805504144 || Iter Time:0.01802682876586914 || Total time:36.47217631340027 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3529.9020090973763 || Iter Time:0.013141870498657227 || Total time:36.485318183898926 Iteration: 1914 || Clusters count: 14 || Log posterior: -3516.500888263505 || Iter Time:0.018226146697998047 || Total time:36.503544330596924 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3555.6602054614245 || Iter Time:0.01360011100769043 || Total time:36.517144441604614 Iteration: 1916 || Clusters count: 14 || Log posterior: -3551.1569733721803 || Iter Time:0.01809978485107422 || Total time:36.53524422645569 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3570.8603653467853 || Iter Time:0.013854026794433594 || Total time:36.54909825325012 Iteration: 1918 || Clusters count: 14 || Log posterior: -3550.227395843999 || Iter Time:0.017919063568115234 || Total time:36.56701731681824 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3528.203628301595 || Iter Time:0.013795852661132812 || Total time:36.58081316947937 Iteration: 1920 || Clusters count: 14 || Log posterior: -3518.5966632676245 || Iter Time:0.019144058227539062 || Total time:36.59995722770691 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3548.6443166200934 || Iter Time:0.014117002487182617 || Total time:36.61407423019409 Iteration: 1922 || Clusters count: 14 || Log posterior: -3539.157754480469 || Iter Time:0.018761873245239258 || Total time:36.63283610343933 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3574.6186268235856 || Iter Time:0.016458988189697266 || Total time:36.64929509162903 Iteration: 1924 || Clusters count: 14 || Log posterior: -3558.428028895893 || Iter Time:0.01851201057434082 || Total time:36.66780710220337 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3569.7939355497133 || Iter Time:0.03544187545776367 || Total time:36.70324897766113 Iteration: 1926 || Clusters count: 14 || Log posterior: -3547.4028007174425 || Iter Time:0.01816415786743164 || Total time:36.721413135528564 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3525.606914471074 || Iter Time:0.014495849609375 || Total time:36.73590898513794 Iteration: 1928 || Clusters count: 14 || Log posterior: -3518.0906464580135 || Iter Time:0.017850160598754883 || Total time:36.753759145736694 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3532.5703541794974 || Iter Time:0.013811111450195312 || Total time:36.76757025718689 Iteration: 1930 || Clusters count: 14 || Log posterior: -3523.7181766991453 || Iter Time:0.016768932342529297 || Total time:36.78433918952942 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3563.437407393622 || Iter Time:0.013447046279907227 || Total time:36.797786235809326 Iteration: 1932 || Clusters count: 14 || Log posterior: -3555.827695221572 || Iter Time:0.017368078231811523 || Total time:36.81515431404114 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3568.9849290014545 || Iter Time:0.01311492919921875 || Total time:36.828269243240356 Iteration: 1934 || Clusters count: 14 || Log posterior: -3559.4974330333853 || Iter Time:0.017518043518066406 || Total time:36.84578728675842 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3545.02215762714 || Iter Time:0.0131988525390625 || Total time:36.858986139297485 Iteration: 1936 || Clusters count: 14 || Log posterior: -3535.0954818396376 || Iter Time:0.017571210861206055 || Total time:36.87655735015869 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3518.70519439785 || Iter Time:0.012651920318603516 || Total time:36.889209270477295 Iteration: 1938 || Clusters count: 14 || Log posterior: -3508.0215620781887 || Iter Time:0.01695990562438965 || Total time:36.906169176101685 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3549.3557646131962 || Iter Time:0.013707160949707031 || Total time:36.91987633705139 Iteration: 1940 || Clusters count: 14 || Log posterior: -3533.2125486084756 || Iter Time:0.017993927001953125 || Total time:36.937870264053345 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3560.3394292453886 || Iter Time:0.01413106918334961 || Total time:36.952001333236694 Iteration: 1942 || Clusters count: 14 || Log posterior: -3548.383956851975 || Iter Time:0.018195152282714844 || Total time:36.97019648551941 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3526.8138639027597 || Iter Time:0.014415979385375977 || Total time:36.984612464904785 Iteration: 1944 || Clusters count: 14 || Log posterior: -3516.628131469022 || Iter Time:0.01833820343017578 || Total time:37.00295066833496 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3547.119848446759 || Iter Time:0.013908863067626953 || Total time:37.01685953140259 Iteration: 1946 || Clusters count: 14 || Log posterior: -3535.478782193527 || Iter Time:0.017919063568115234 || Total time:37.0347785949707 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3517.9528404749076 || Iter Time:0.013221979141235352 || Total time:37.04800057411194 Iteration: 1948 || Clusters count: 14 || Log posterior: -3510.1328875749355 || Iter Time:0.017654895782470703 || Total time:37.06565546989441 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3570.7932922975237 || Iter Time:0.013313055038452148 || Total time:37.07896852493286 Iteration: 1950 || Clusters count: 14 || Log posterior: -3555.369486368379 || Iter Time:0.01841902732849121 || Total time:37.09738755226135 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3593.9671337236964 || Iter Time:0.01417398452758789 || Total time:37.11156153678894 Iteration: 1952 || Clusters count: 14 || Log posterior: -3586.997163328353 || Iter Time:0.018722057342529297 || Total time:37.13028359413147 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3557.337146892607 || Iter Time:0.013512849807739258 || Total time:37.14379644393921 Iteration: 1954 || Clusters count: 14 || Log posterior: -3548.687265525796 || Iter Time:0.017972946166992188 || Total time:37.1617693901062 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3568.4276700521596 || Iter Time:0.01395416259765625 || Total time:37.17572355270386 Iteration: 1956 || Clusters count: 14 || Log posterior: -3557.488626423152 || Iter Time:0.018112897872924805 || Total time:37.19383645057678 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3519.7856101192488 || Iter Time:0.014306068420410156 || Total time:37.20814251899719 Iteration: 1958 || Clusters count: 14 || Log posterior: -3506.3922013562346 || Iter Time:0.04006481170654297 || Total time:37.248207330703735 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3516.893092143933 || Iter Time:0.013238191604614258 || Total time:37.26144552230835 Iteration: 1960 || Clusters count: 14 || Log posterior: -3508.229186398659 || Iter Time:0.018752098083496094 || Total time:37.280197620391846 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3523.173399163456 || Iter Time:0.014274120330810547 || Total time:37.294471740722656 Iteration: 1962 || Clusters count: 14 || Log posterior: -3501.855654322953 || Iter Time:0.01881694793701172 || Total time:37.31328868865967 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3505.1642203744077 || Iter Time:0.014742136001586914 || Total time:37.328030824661255 Iteration: 1964 || Clusters count: 14 || Log posterior: -3501.76711383361 || Iter Time:0.018115997314453125 || Total time:37.34614682197571 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3473.1459951967686 || Iter Time:0.014109134674072266 || Total time:37.36025595664978 Iteration: 1966 || Clusters count: 14 || Log posterior: -3458.69326691848 || Iter Time:0.01932692527770996 || Total time:37.37958288192749 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3497.3825512914027 || Iter Time:0.014544963836669922 || Total time:37.39412784576416 Iteration: 1968 || Clusters count: 14 || Log posterior: -3486.207040458621 || Iter Time:0.019099950790405273 || Total time:37.413227796554565 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3515.4232918415914 || Iter Time:0.015038013458251953 || Total time:37.42826581001282 Iteration: 1970 || Clusters count: 14 || Log posterior: -3515.4232918415914 || Iter Time:0.018126964569091797 || Total time:37.44639277458191 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3542.995007995283 || Iter Time:0.013518095016479492 || Total time:37.45991086959839 Iteration: 1972 || Clusters count: 14 || Log posterior: -3535.732351478325 || Iter Time:0.018110990524291992 || Total time:37.47802186012268 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3523.721432370502 || Iter Time:0.01368403434753418 || Total time:37.491705894470215 Iteration: 1974 || Clusters count: 14 || Log posterior: -3514.4395327796747 || Iter Time:0.018631935119628906 || Total time:37.510337829589844 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3527.2667242015696 || Iter Time:0.013935089111328125 || Total time:37.52427291870117 Iteration: 1976 || Clusters count: 14 || Log posterior: -3524.4492594782137 || Iter Time:0.018445968627929688 || Total time:37.5427188873291 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3533.163154972752 || Iter Time:0.013172149658203125 || Total time:37.555891036987305 Iteration: 1978 || Clusters count: 14 || Log posterior: -3522.3084786384916 || Iter Time:0.018384933471679688 || Total time:37.574275970458984 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3511.610107359559 || Iter Time:0.013625860214233398 || Total time:37.58790183067322 Iteration: 1980 || Clusters count: 14 || Log posterior: -3504.4425174792937 || Iter Time:0.01815485954284668 || Total time:37.606056690216064 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3500.841085633339 || Iter Time:0.01343393325805664 || Total time:37.61949062347412 Iteration: 1982 || Clusters count: 14 || Log posterior: -3485.162300052015 || Iter Time:0.01826310157775879 || Total time:37.63775372505188 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3552.6879276606774 || Iter Time:0.013825178146362305 || Total time:37.65157890319824 Iteration: 1984 || Clusters count: 14 || Log posterior: -3547.0670952653463 || Iter Time:0.018454790115356445 || Total time:37.6700336933136 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3581.0981837891 || Iter Time:0.013683080673217773 || Total time:37.683716773986816 Iteration: 1986 || Clusters count: 14 || Log posterior: -3568.777594398057 || Iter Time:0.018064022064208984 || Total time:37.701780796051025 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3529.6962188543152 || Iter Time:0.013476133346557617 || Total time:37.71525692939758 Iteration: 1988 || Clusters count: 14 || Log posterior: -3521.9574217042555 || Iter Time:0.017539024353027344 || Total time:37.73279595375061 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3528.108570392563 || Iter Time:0.01362299919128418 || Total time:37.746418952941895 Iteration: 1990 || Clusters count: 14 || Log posterior: -3522.660726608029 || Iter Time:0.017672061920166016 || Total time:37.76409101486206 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -3533.2030656869847 || Iter Time:0.03496193885803223 || Total time:37.79905295372009 Iteration: 1992 || Clusters count: 15 || Log posterior: -3523.4842120933067 || Iter Time:0.017889022827148438 || Total time:37.81694197654724 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3518.455678241585 || Iter Time:0.013113975524902344 || Total time:37.830055952072144 Iteration: 1994 || Clusters count: 15 || Log posterior: -3500.5494701436073 || Iter Time:0.01769399642944336 || Total time:37.84774994850159 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3530.578896067503 || Iter Time:0.012675046920776367 || Total time:37.86042499542236 Iteration: 1996 || Clusters count: 15 || Log posterior: -3521.3673989095164 || Iter Time:0.017611026763916016 || Total time:37.87803602218628 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3558.11545411915 || Iter Time:0.01275491714477539 || Total time:37.890790939331055 Iteration: 1998 || Clusters count: 15 || Log posterior: -3537.828284873475 || Iter Time:0.0182340145111084 || Total time:37.90902495384216 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3524.9407784623204 || Iter Time:0.01323699951171875 || Total time:37.92226195335388 Iteration: 2000 || Clusters count: 15 || Log posterior: -3508.7525335428036 || Iter Time:0.01837897300720215 || Total time:37.940640926361084 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3480.7531372452563 || Iter Time:0.013612031936645508 || Total time:37.95425295829773 Iteration: 2002 || Clusters count: 14 || Log posterior: -3477.1603227858354 || Iter Time:0.017940998077392578 || Total time:37.97219395637512 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3495.854184741576 || Iter Time:0.012517929077148438 || Total time:37.98471188545227 Iteration: 2004 || Clusters count: 14 || Log posterior: -3487.554207663418 || Iter Time:0.017813920974731445 || Total time:38.002525806427 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3480.6329079945854 || Iter Time:0.013025999069213867 || Total time:38.015551805496216 Iteration: 2006 || Clusters count: 14 || Log posterior: -3477.539913013184 || Iter Time:0.017482995986938477 || Total time:38.033034801483154 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3485.2207536482074 || Iter Time:0.012888908386230469 || Total time:38.045923709869385 Iteration: 2008 || Clusters count: 14 || Log posterior: -3477.5641276327133 || Iter Time:0.01675701141357422 || Total time:38.06268072128296 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3503.4204347379014 || Iter Time:0.01276397705078125 || Total time:38.07544469833374 Iteration: 2010 || Clusters count: 14 || Log posterior: -3489.778655130632 || Iter Time:0.01810598373413086 || Total time:38.09355068206787 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3516.2227713589655 || Iter Time:0.01392507553100586 || Total time:38.10747575759888 Iteration: 2012 || Clusters count: 14 || Log posterior: -3515.1117198091592 || Iter Time:0.018416881561279297 || Total time:38.125892639160156 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3583.7137305782244 || Iter Time:0.013603925704956055 || Total time:38.13949656486511 Iteration: 2014 || Clusters count: 14 || Log posterior: -3568.2733583120953 || Iter Time:0.01755809783935547 || Total time:38.15705466270447 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3554.0810983472065 || Iter Time:0.01459193229675293 || Total time:38.17164659500122 Iteration: 2016 || Clusters count: 14 || Log posterior: -3550.0719973150767 || Iter Time:0.018762826919555664 || Total time:38.190409421920776 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3584.6206475749623 || Iter Time:0.014212846755981445 || Total time:38.20462226867676 Iteration: 2018 || Clusters count: 14 || Log posterior: -3562.4652907985846 || Iter Time:0.018802881240844727 || Total time:38.2234251499176 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3574.9328625027997 || Iter Time:0.01441502571105957 || Total time:38.23784017562866 Iteration: 2020 || Clusters count: 14 || Log posterior: -3569.4134226028164 || Iter Time:0.01800084114074707 || Total time:38.25584101676941 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3568.1749506995493 || Iter Time:0.013840913772583008 || Total time:38.26968193054199 Iteration: 2022 || Clusters count: 14 || Log posterior: -3559.091430956048 || Iter Time:0.01838397979736328 || Total time:38.288065910339355 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3562.1157461286416 || Iter Time:0.015251874923706055 || Total time:38.30331778526306 Iteration: 2024 || Clusters count: 14 || Log posterior: -3551.5124244681047 || Iter Time:0.0437169075012207 || Total time:38.34703469276428 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3493.244802601931 || Iter Time:0.013562202453613281 || Total time:38.360596895217896 Iteration: 2026 || Clusters count: 14 || Log posterior: -3487.2485423982016 || Iter Time:0.018311023712158203 || Total time:38.378907918930054 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3486.2219158387516 || Iter Time:0.014237165451049805 || Total time:38.3931450843811 Iteration: 2028 || Clusters count: 14 || Log posterior: -3483.979885878999 || Iter Time:0.018246173858642578 || Total time:38.411391258239746 Avg NMI: 0.9443035908417349 Full NMI: 0.9278464669402932 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m25.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 195.5s PkgEval succeeded after 364.27s