Package evaluation of DPMMSubClustersStreaming on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T09:38:09.162 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.31s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.10/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 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.20 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [5789e2e9] + FileIO v1.16.6 [1a297f60] + FillArrays v1.13.0 ⌅ [d9f16b24] + Functors v0.4.12 [34004b35] + HypergeometricFunctions v0.3.27 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.64 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.15 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.6 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.0 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.12 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.3.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.1+4 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+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 7.01s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 44.82s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_beIVFL/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ec8451be] KernelFunctions v0.10.64 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed [37e2e46d] LinearAlgebra [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_beIVFL/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 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.20 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [5789e2e9] FileIO v1.16.6 [1a297f60] FillArrays v1.13.0 ⌅ [d9f16b24] Functors v0.4.12 [34004b35] HypergeometricFunctions v0.3.27 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.64 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.15 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.32 [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.6 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.0 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.12 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.3.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.1+4 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.190907 seconds (228.98 k allocations: 15.661 MiB, 99.84% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:12.281548976898193 || Total time:12.281548976898193 Iteration: 1 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.005009889602661133 || Total time:12.286558866500854 Iteration: 2 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004472970962524414 || Total time:12.291031837463379 Iteration: 3 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004875898361206055 || Total time:12.295907735824585 Iteration: 4 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004949092864990234 || Total time:12.300856828689575 Iteration: 5 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004945039749145508 || Total time:12.30580186843872 Iteration: 6 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.0048029422760009766 || Total time:12.310604810714722 Iteration: 7 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004834890365600586 || Total time:12.315439701080322 Iteration: 8 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004721879959106445 || Total time:12.320161581039429 Iteration: 9 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004891872406005859 || Total time:12.325053453445435 Iteration: 10 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.004884958267211914 || Total time:12.329938411712646 Iteration: 11 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.005097150802612305 || Total time:12.335035562515259 Iteration: 12 || Clusters count: 1 || Log posterior: -233224.44423629093 || Iter Time:0.0050048828125 || Total time:12.340040445327759 Iteration: 13 || Clusters count: 2 || Log posterior: -232994.59950989336 || Iter Time:2.2641358375549316 || Total time:14.60417628288269 Iteration: 14 || Clusters count: 2 || Log posterior: -233007.68116265646 || Iter Time:0.0044710636138916016 || Total time:14.608647346496582 Iteration: 15 || Clusters count: 2 || Log posterior: -233000.16475490757 || Iter Time:0.00433802604675293 || Total time:14.612985372543335 Iteration: 16 || Clusters count: 2 || Log posterior: -233027.72986564378 || Iter Time:0.004369974136352539 || Total time:14.617355346679688 Iteration: 17 || Clusters count: 2 || Log posterior: -233014.3848621241 || Iter Time:0.004327058792114258 || Total time:14.621682405471802 Iteration: 18 || Clusters count: 2 || Log posterior: -233031.67330434537 || Iter Time:0.004564046859741211 || Total time:14.626246452331543 Iteration: 19 || Clusters count: 2 || Log posterior: -232997.59728791774 || Iter Time:0.004506111145019531 || Total time:14.630752563476562 Iteration: 20 || Clusters count: 2 || Log posterior: -232908.24785726645 || Iter Time:0.9958920478820801 || Total time:15.626644611358643 Loading and distributing data: 0.000650 seconds (113 allocations: 396.281 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233088.66755920844 || Iter Time:0.0224609375 || Total time:15.649105548858643 Iteration: 22 || Clusters count: 2 || Log posterior: -233018.92968654167 || Iter Time:0.004528999328613281 || Total time:15.653634548187256 Iteration: 23 || Clusters count: 2 || Log posterior: -233022.9550282337 || Iter Time:0.004335880279541016 || Total time:15.657970428466797 Iteration: 24 || Clusters count: 2 || Log posterior: -233021.44602822926 || Iter Time:0.00434112548828125 || Total time:15.662311553955078 Iteration: 25 || Clusters count: 2 || Log posterior: -233009.21221721795 || Iter Time:0.004333019256591797 || Total time:15.66664457321167 Iteration: 26 || Clusters count: 2 || Log posterior: -233019.72110841764 || Iter Time:0.004370212554931641 || Total time:15.671014785766602 Iteration: 27 || Clusters count: 2 || Log posterior: -232988.11699970733 || Iter Time:0.004515171051025391 || Total time:15.675529956817627 Iteration: 28 || Clusters count: 3 || Log posterior: -232709.7589627929 || Iter Time:0.006596088409423828 || Total time:15.68212604522705 Iteration: 29 || Clusters count: 3 || Log posterior: -232597.00088801738 || Iter Time:0.009345769882202148 || Total time:15.691471815109253 Iteration: 30 || Clusters count: 3 || Log posterior: -232572.3862457067 || Iter Time:0.011729001998901367 || Total time:15.703200817108154 Iteration: 31 || Clusters count: 3 || Log posterior: -232554.03177446386 || Iter Time:0.008581876754760742 || Total time:15.711782693862915 Iteration: 32 || Clusters count: 3 || Log posterior: -232541.64614216815 || Iter Time:0.0058329105377197266 || Total time:15.717615604400635 Iteration: 33 || Clusters count: 3 || Log posterior: -232533.27538432318 || Iter Time:0.02553415298461914 || Total time:15.743149757385254 Iteration: 34 || Clusters count: 3 || Log posterior: -232546.05710415827 || Iter Time:0.004872798919677734 || Total time:15.748022556304932 Iteration: 35 || Clusters count: 3 || Log posterior: -232514.89240395013 || Iter Time:0.0048940181732177734 || Total time:15.75291657447815 Iteration: 36 || Clusters count: 3 || Log posterior: -232513.8495619473 || Iter Time:0.004450082778930664 || Total time:15.75736665725708 Iteration: 37 || Clusters count: 3 || Log posterior: -232486.6697272963 || Iter Time:0.004590034484863281 || Total time:15.761956691741943 Iteration: 38 || Clusters count: 3 || Log posterior: -232472.8444718543 || Iter Time:0.004502058029174805 || Total time:15.766458749771118 Iteration: 39 || Clusters count: 3 || Log posterior: -232457.21833124475 || Iter Time:0.0044100284576416016 || Total time:15.77086877822876 Iteration: 40 || Clusters count: 3 || Log posterior: -232458.70379859128 || Iter Time:0.00443720817565918 || Total time:15.775305986404419 Iteration: 41 || Clusters count: 3 || Log posterior: -232388.7716931128 || Iter Time:0.004312038421630859 || Total time:15.77961802482605 Loading and distributing data: 0.000556 seconds (113 allocations: 396.281 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262665.9190540594 || Iter Time:0.004954814910888672 || Total time:15.784572839736938 Iteration: 43 || Clusters count: 5 || Log posterior: -261859.70030203796 || Iter Time:0.006992816925048828 || Total time:15.791565656661987 Iteration: 44 || Clusters count: 5 || Log posterior: -261656.63281106434 || Iter Time:0.005527973175048828 || Total time:15.797093629837036 Iteration: 45 || Clusters count: 5 || Log posterior: -261575.92791219216 || Iter Time:0.00510096549987793 || Total time:15.802194595336914 Iteration: 46 || Clusters count: 5 || Log posterior: -261569.43828491357 || Iter Time:0.005099773406982422 || Total time:15.807294368743896 Iteration: 47 || Clusters count: 5 || Log posterior: -261563.22985176335 || Iter Time:0.0052509307861328125 || Total time:15.81254529953003 Iteration: 48 || Clusters count: 5 || Log posterior: -261557.68789070696 || Iter Time:0.0053789615631103516 || Total time:15.81792426109314 Iteration: 49 || Clusters count: 5 || Log posterior: -261559.64528717 || Iter Time:0.005285024642944336 || Total time:15.823209285736084 Iteration: 50 || Clusters count: 5 || Log posterior: -261552.0445699373 || Iter Time:0.006390094757080078 || Total time:15.829599380493164 Iteration: 51 || Clusters count: 5 || Log posterior: -261551.4084224252 || Iter Time:0.006741046905517578 || Total time:15.836340427398682 Iteration: 52 || Clusters count: 5 || Log posterior: -261569.0661201092 || Iter Time:0.0070209503173828125 || Total time:15.843361377716064 Iteration: 53 || Clusters count: 5 || Log posterior: -261556.41308607513 || Iter Time:0.00671696662902832 || Total time:15.850078344345093 Iteration: 54 || Clusters count: 5 || Log posterior: -261549.37094077352 || Iter Time:0.007158041000366211 || Total time:15.857236385345459 Iteration: 55 || Clusters count: 5 || Log posterior: -261555.69695438052 || Iter Time:0.0070149898529052734 || Total time:15.864251375198364 Iteration: 56 || Clusters count: 6 || Log posterior: -261291.70412284447 || Iter Time:0.009821891784667969 || Total time:15.874073266983032 Iteration: 57 || Clusters count: 6 || Log posterior: -261248.633645446 || Iter Time:0.007118940353393555 || Total time:15.881192207336426 Iteration: 58 || Clusters count: 6 || Log posterior: -261245.04803524565 || Iter Time:0.6054039001464844 || Total time:16.48659610748291 Iteration: 59 || Clusters count: 6 || Log posterior: -261261.2463848714 || Iter Time:0.022769927978515625 || Total time:16.509366035461426 Iteration: 60 || Clusters count: 6 || Log posterior: -261284.60783949532 || Iter Time:0.006311178207397461 || Total time:16.515677213668823 Iteration: 61 || Clusters count: 6 || Log posterior: -261233.0238402283 || Iter Time:0.005834102630615234 || Total time:16.52151131629944 Iteration: 62 || Clusters count: 6 || Log posterior: -261175.6077619733 || Iter Time:0.005728006362915039 || Total time:16.527239322662354 Loading and distributing data: 0.000520 seconds (113 allocations: 396.281 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -260572.8003380628 || Iter Time:0.008183002471923828 || Total time:16.535422325134277 Iteration: 64 || Clusters count: 9 || Log posterior: -260250.81702663712 || Iter Time:0.006505012512207031 || Total time:16.541927337646484 Iteration: 65 || Clusters count: 9 || Log posterior: -260235.27815304857 || Iter Time:0.006406068801879883 || Total time:16.548333406448364 Iteration: 66 || Clusters count: 9 || Log posterior: -260241.86931712966 || Iter Time:0.006445884704589844 || Total time:16.554779291152954 Iteration: 67 || Clusters count: 9 || Log posterior: -260244.11878380363 || Iter Time:0.00639796257019043 || Total time:16.561177253723145 Iteration: 68 || Clusters count: 9 || Log posterior: -260234.84242783906 || Iter Time:0.0063381195068359375 || Total time:16.56751537322998 Iteration: 69 || Clusters count: 9 || Log posterior: -260239.3894650812 || Iter Time:0.0063419342041015625 || Total time:16.573857307434082 Iteration: 70 || Clusters count: 9 || Log posterior: -260233.18778193297 || Iter Time:0.006314992904663086 || Total time:16.580172300338745 Iteration: 71 || Clusters count: 11 || Log posterior: -259699.1156132454 || Iter Time:0.008825063705444336 || Total time:16.58899736404419 Iteration: 72 || Clusters count: 11 || Log posterior: -259542.88714021005 || Iter Time:0.02048206329345703 || Total time:16.609479427337646 Iteration: 73 || Clusters count: 11 || Log posterior: -259523.37748545 || Iter Time:0.008388042449951172 || Total time:16.617867469787598 Iteration: 74 || Clusters count: 11 || Log posterior: -259548.52809462778 || Iter Time:0.009268045425415039 || Total time:16.627135515213013 Iteration: 75 || Clusters count: 11 || Log posterior: -259537.35290671018 || Iter Time:0.009486913681030273 || Total time:16.636622428894043 Iteration: 76 || Clusters count: 11 || Log posterior: -259530.7140664791 || Iter Time:0.017699003219604492 || Total time:16.654321432113647 Iteration: 77 || Clusters count: 11 || Log posterior: -259515.000230549 || Iter Time:0.0073089599609375 || Total time:16.661630392074585 Iteration: 78 || Clusters count: 11 || Log posterior: -259508.16337547105 || Iter Time:0.007630109786987305 || Total time:16.669260501861572 Iteration: 79 || Clusters count: 11 || Log posterior: -259489.94307658548 || Iter Time:0.007773876190185547 || Total time:16.677034378051758 Iteration: 80 || Clusters count: 11 || Log posterior: -259520.32997141348 || Iter Time:0.008173942565917969 || Total time:16.685208320617676 Iteration: 81 || Clusters count: 11 || Log posterior: -259474.00371720854 || Iter Time:0.008183002471923828 || Total time:16.6933913230896 Iteration: 82 || Clusters count: 11 || Log posterior: -259448.62814208734 || Iter Time:0.008157014846801758 || Total time:16.7015483379364 Iteration: 83 || Clusters count: 11 || Log posterior: -259385.8589094919 || Iter Time:0.007442951202392578 || Total time:16.708991289138794 Loading and distributing data: 0.000491 seconds (113 allocations: 396.281 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -259286.6876893133 || Iter Time:0.008302927017211914 || Total time:16.717294216156006 Iteration: 85 || Clusters count: 11 || Log posterior: -259097.74755285453 || Iter Time:0.00863504409790039 || Total time:16.725929260253906 Iteration: 86 || Clusters count: 12 || Log posterior: -258814.26949961422 || Iter Time:0.010373115539550781 || Total time:16.736302375793457 Iteration: 87 || Clusters count: 12 || Log posterior: -258769.9046580108 || Iter Time:0.009226083755493164 || Total time:16.74552845954895 Iteration: 88 || Clusters count: 12 || Log posterior: -258748.6536649429 || Iter Time:0.009176015853881836 || Total time:16.754704475402832 Iteration: 89 || Clusters count: 12 || Log posterior: -258734.00880012056 || Iter Time:0.014922857284545898 || Total time:16.769627332687378 Iteration: 90 || Clusters count: 12 || Log posterior: -258726.6015660401 || Iter Time:0.009279012680053711 || Total time:16.77890634536743 Iteration: 91 || Clusters count: 13 || Log posterior: -258618.6111223998 || Iter Time:0.010685920715332031 || Total time:16.789592266082764 Iteration: 92 || Clusters count: 13 || Log posterior: -258605.46362622362 || Iter Time:0.00960397720336914 || Total time:16.799196243286133 Iteration: 93 || Clusters count: 13 || Log posterior: -258584.66787155595 || Iter Time:0.009310007095336914 || Total time:16.80850625038147 Iteration: 94 || Clusters count: 13 || Log posterior: -258588.98016879984 || Iter Time:0.009538888931274414 || Total time:16.818045139312744 Iteration: 95 || Clusters count: 14 || Log posterior: -258265.6051495359 || Iter Time:0.010701894760131836 || Total time:16.828747034072876 Iteration: 96 || Clusters count: 14 || Log posterior: -258238.3194224242 || Iter Time:0.009653091430664062 || Total time:16.83840012550354 Iteration: 97 || Clusters count: 14 || Log posterior: -258218.0131490209 || Iter Time:0.00964498519897461 || Total time:16.848045110702515 Iteration: 98 || Clusters count: 14 || Log posterior: -258194.9215211698 || Iter Time:0.01017308235168457 || Total time:16.8582181930542 Iteration: 99 || Clusters count: 14 || Log posterior: -258195.94301150448 || Iter Time:0.00981903076171875 || Total time:16.868037223815918 Iteration: 100 || Clusters count: 14 || Log posterior: -258157.76312065852 || Iter Time:0.014396190643310547 || Total time:16.88243341445923 Iteration: 101 || Clusters count: 14 || Log posterior: -258182.70795505933 || Iter Time:0.010612010955810547 || Total time:16.89304542541504 Iteration: 102 || Clusters count: 14 || Log posterior: -258174.79479816556 || Iter Time:0.010232925415039062 || Total time:16.903278350830078 Iteration: 103 || Clusters count: 14 || Log posterior: -258173.1631996981 || Iter Time:0.010854005813598633 || Total time:16.914132356643677 Iteration: 104 || Clusters count: 14 || Log posterior: -258135.6372648238 || Iter Time:0.009943008422851562 || Total time:16.92407536506653 Loading and distributing data: 0.000534 seconds (113 allocations: 396.281 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -258183.5912199336 || Iter Time:0.010436058044433594 || Total time:16.934511423110962 Iteration: 106 || Clusters count: 15 || Log posterior: -257657.9766927576 || Iter Time:0.011429071426391602 || Total time:16.945940494537354 Iteration: 107 || Clusters count: 15 || Log posterior: -257585.1212774849 || Iter Time:0.010751008987426758 || Total time:16.95669150352478 Iteration: 108 || Clusters count: 15 || Log posterior: -257560.84900296517 || Iter Time:0.01037287712097168 || Total time:16.967064380645752 Iteration: 109 || Clusters count: 15 || Log posterior: -257546.65072555764 || Iter Time:0.010690927505493164 || Total time:16.977755308151245 Iteration: 110 || Clusters count: 16 || Log posterior: -257073.76186036342 || Iter Time:0.012233972549438477 || Total time:16.989989280700684 Iteration: 111 || Clusters count: 17 || Log posterior: -256756.6101774961 || Iter Time:0.01720595359802246 || Total time:17.007195234298706 Iteration: 112 || Clusters count: 17 || Log posterior: -256696.34308185408 || Iter Time:0.011217117309570312 || Total time:17.018412351608276 Iteration: 113 || Clusters count: 17 || Log posterior: -256696.54931354176 || Iter Time:0.011115074157714844 || Total time:17.02952742576599 Iteration: 114 || Clusters count: 17 || Log posterior: -256697.44882392208 || Iter Time:0.011129140853881836 || Total time:17.040656566619873 Iteration: 115 || Clusters count: 17 || Log posterior: -256708.31164567388 || Iter Time:0.011226177215576172 || Total time:17.05188274383545 Iteration: 116 || Clusters count: 17 || Log posterior: -256689.2889204532 || Iter Time:0.011299848556518555 || Total time:17.063182592391968 Iteration: 117 || Clusters count: 17 || Log posterior: -256687.3792290598 || Iter Time:0.010944128036499023 || Total time:17.074126720428467 Iteration: 118 || Clusters count: 17 || Log posterior: -256698.6724655102 || Iter Time:0.010987043380737305 || Total time:17.085113763809204 Iteration: 119 || Clusters count: 17 || Log posterior: -256707.64685336477 || Iter Time:0.01114511489868164 || Total time:17.096258878707886 Iteration: 120 || Clusters count: 18 || Log posterior: -256439.0182490004 || Iter Time:0.018074989318847656 || Total time:17.114333868026733 Iteration: 121 || Clusters count: 18 || Log posterior: -256438.05595628716 || Iter Time:0.012740850448608398 || Total time:17.127074718475342 Iteration: 122 || Clusters count: 18 || Log posterior: -256437.6772573526 || Iter Time:0.013284921646118164 || Total time:17.14035964012146 Iteration: 123 || Clusters count: 18 || Log posterior: -256438.07644714726 || Iter Time:0.013292789459228516 || Total time:17.15365242958069 Iteration: 124 || Clusters count: 18 || Log posterior: -256441.32274838397 || Iter Time:0.013532876968383789 || Total time:17.167185306549072 Iteration: 125 || Clusters count: 18 || Log posterior: -256430.5209831715 || Iter Time:0.013802051544189453 || Total time:17.18098735809326 Loading and distributing data: 0.000531 seconds (113 allocations: 396.281 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255884.8139443746 || Iter Time:0.016798019409179688 || Total time:17.19778537750244 Iteration: 127 || Clusters count: 19 || Log posterior: -255754.99721627994 || Iter Time:0.01694321632385254 || Total time:17.214728593826294 Iteration: 128 || Clusters count: 19 || Log posterior: -255734.09658902686 || Iter Time:0.02066802978515625 || Total time:17.23539662361145 Iteration: 129 || Clusters count: 19 || Log posterior: -255726.7597543444 || Iter Time:0.014982938766479492 || Total time:17.25037956237793 Iteration: 130 || Clusters count: 19 || Log posterior: -255729.41493532283 || Iter Time:0.014940977096557617 || Total 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time:17.4894802570343 Iteration: 145 || Clusters count: 20 || Log posterior: -255307.60082601808 || Iter Time:0.015956878662109375 || Total time:17.50543713569641 Iteration: 146 || Clusters count: 20 || Log posterior: -255298.12045956077 || Iter Time:0.015084981918334961 || Total time:17.520522117614746 Loading and distributing data: 0.000517 seconds (113 allocations: 396.281 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255894.26977840718 || Iter Time:0.01713705062866211 || Total time:17.537659168243408 Iteration: 148 || Clusters count: 20 || Log posterior: -255871.73445500954 || Iter Time:0.018119096755981445 || Total time:17.55577826499939 Iteration: 149 || Clusters count: 20 || Log posterior: -255866.64065467202 || Iter Time:0.022073984146118164 || Total time:17.577852249145508 Iteration: 150 || Clusters count: 20 || Log posterior: -255863.4075551831 || Iter Time:0.02035999298095703 || Total time:17.598212242126465 Iteration: 151 || Clusters count: 20 || Log posterior: -255868.97028267643 || Iter Time:0.021260976791381836 || Total time:17.619473218917847 Iteration: 152 || Clusters count: 20 || Log posterior: -255874.86354650164 || Iter Time:0.020925045013427734 || Total time:17.640398263931274 Iteration: 153 || Clusters count: 20 || Log posterior: -255869.90286540648 || Iter Time:0.021262168884277344 || Total time:17.66166043281555 Iteration: 154 || Clusters count: 20 || Log posterior: -255880.6284083336 || Iter Time:0.02511882781982422 || Total time:17.686779260635376 Iteration: 155 || Clusters count: 20 || Log posterior: -255872.9520758691 || Iter Time:0.027451038360595703 || Total time:17.71423029899597 Iteration: 156 || Clusters count: 20 || Log posterior: -255863.58812561288 || Iter Time:0.02160191535949707 || Total time:17.73583221435547 Iteration: 157 || Clusters count: 20 || Log posterior: -255866.7242564166 || Iter Time:0.022078990936279297 || Total time:17.757911205291748 Iteration: 158 || Clusters count: 20 || Log posterior: -255864.081308584 || Iter Time:0.021136045455932617 || Total time:17.77904725074768 Iteration: 159 || Clusters count: 20 || Log posterior: -255870.25565120924 || Iter Time:0.02294611930847168 || Total time:17.801993370056152 Iteration: 160 || Clusters count: 20 || Log posterior: -255865.09393503345 || Iter Time:0.023387908935546875 || Total time:17.8253812789917 Iteration: 161 || Clusters count: 20 || Log posterior: -255870.69484474408 || Iter Time:0.026023149490356445 || Total time:17.851404428482056 Iteration: 162 || Clusters count: 20 || Log posterior: -255863.59837384793 || Iter Time:0.02058100700378418 || Total time:17.87198543548584 Iteration: 163 || Clusters count: 20 || Log posterior: -255869.61169148184 || Iter Time:0.02174997329711914 || Total time:17.89373540878296 Iteration: 164 || Clusters count: 20 || Log posterior: -255890.52548676226 || Iter Time:0.021726131439208984 || Total time:17.915461540222168 Iteration: 165 || Clusters count: 20 || Log posterior: -255873.9611604832 || Iter Time:0.02125096321105957 || Total time:17.936712503433228 Iteration: 166 || Clusters count: 20 || Log posterior: -255869.20393582646 || Iter Time:0.027521133422851562 || Total time:17.96423363685608 Iteration: 167 || Clusters count: 20 || Log posterior: -255865.5360011702 || Iter Time:0.01958298683166504 || Total time:17.983816623687744 Loading and distributing data: 0.000546 seconds (113 allocations: 396.281 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255261.55574102356 || Iter Time:0.02077198028564453 || Total time:18.00458860397339 Iteration: 169 || Clusters count: 20 || Log posterior: -255245.594471388 || Iter Time:0.01977705955505371 || Total time:18.024365663528442 Iteration: 170 || Clusters count: 20 || Log posterior: -255241.57473508824 || Iter Time:0.01965498924255371 || Total time:18.044020652770996 Iteration: 171 || Clusters count: 20 || Log posterior: -255242.86753112116 || Iter Time:0.019984006881713867 || Total 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time:18.360932111740112 Iteration: 186 || Clusters count: 20 || Log posterior: -255246.29415511037 || Iter Time:0.02109980583190918 || Total time:18.38203191757202 Iteration: 187 || Clusters count: 20 || Log posterior: -255246.1378741714 || Iter Time:0.020653963088989258 || Total time:18.40268588066101 Iteration: 188 || Clusters count: 20 || Log posterior: -255243.1537602687 || Iter Time:0.020242929458618164 || Total time:18.42292881011963 Loading and distributing data: 0.000567 seconds (113 allocations: 396.281 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255234.9104569267 || Iter Time:0.020608901977539062 || Total time:18.443537712097168 Iteration: 190 || Clusters count: 20 || Log posterior: -255238.08826384041 || Iter Time:0.02481389045715332 || Total time:18.46835160255432 Iteration: 191 || Clusters count: 20 || Log posterior: -255230.5593347318 || Iter Time:0.018697023391723633 || Total time:18.487048625946045 Iteration: 192 || Clusters count: 20 || Log posterior: -255222.78364455607 || Iter Time:0.020045042037963867 || Total time:18.50709366798401 Iteration: 193 || Clusters count: 20 || Log posterior: -255228.92113645026 || Iter Time:0.01897716522216797 || Total time:18.526070833206177 Iteration: 194 || Clusters count: 20 || Log posterior: -255224.49376607448 || Iter Time:0.019999027252197266 || Total time:18.546069860458374 Iteration: 195 || Clusters count: 20 || Log posterior: -255223.44855227586 || Iter Time:0.018938064575195312 || Total time:18.56500792503357 Iteration: 196 || Clusters count: 20 || Log posterior: -255223.23798874696 || Iter Time:0.022920846939086914 || Total time:18.587928771972656 Iteration: 197 || Clusters count: 20 || Log posterior: -255223.80329012484 || Iter Time:0.019104957580566406 || Total time:18.607033729553223 Iteration: 198 || Clusters count: 20 || Log posterior: -255224.71683127596 || Iter Time:0.019437074661254883 || Total time:18.626470804214478 Iteration: 199 || Clusters count: 20 || Log posterior: -255222.9239097177 || Iter Time:0.018809795379638672 || Total time:18.645280599594116 Iteration: 200 || Clusters count: 20 || Log posterior: -255221.98805559496 || Iter Time:0.01899409294128418 || Total time:18.6642746925354 Iteration: 201 || Clusters count: 20 || Log posterior: -255221.98805559496 || Iter Time:0.020003080368041992 || Total time:18.684277772903442 Iteration: 202 || Clusters count: 20 || Log posterior: -255227.8117624803 || Iter Time:0.025473833084106445 || Total time:18.70975160598755 Iteration: 203 || Clusters count: 20 || Log posterior: -255221.8748134396 || Iter Time:0.019344091415405273 || Total time:18.729095697402954 Iteration: 204 || Clusters count: 20 || Log posterior: -255220.5958865065 || Iter Time:0.027276992797851562 || Total time:18.756372690200806 Iteration: 205 || Clusters count: 20 || Log posterior: -255223.65481399128 || Iter Time:0.020114898681640625 || Total time:18.776487588882446 Iteration: 206 || Clusters count: 20 || Log posterior: -255220.74607844785 || Iter Time:0.020684003829956055 || Total time:18.797171592712402 Iteration: 207 || Clusters count: 20 || Log posterior: -255221.93627301606 || Iter Time:0.021450042724609375 || Total time:18.81862163543701 Iteration: 208 || Clusters count: 20 || Log posterior: -255228.40823180732 || Iter Time:0.02483510971069336 || Total time:18.843456745147705 Iteration: 209 || Clusters count: 20 || Log posterior: -255221.93627301606 || Iter Time:0.01977705955505371 || Total time:18.86323380470276 NMI: 0.7620262447334939 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m04.3s [139253, 61742, 48482, 15873, 160832, 34173, 52721, 49763, 66938, 2981, 72144, 9774, 56227, 16948, 16389, 5019, 6804, 32988, 130545, 20404] Loading and distributing data: 0.000212 seconds (112 allocations: 13.547 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:3.5402309894561768 || Total time:3.5402309894561768 Iteration: 1 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.0017290115356445312 || Total time:3.5419600009918213 Iteration: 2 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.001352071762084961 || Total time:3.5433120727539062 Iteration: 3 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.0011172294616699219 || Total time:3.544429302215576 Iteration: 4 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.001119852066040039 || Total time:3.545549154281616 Iteration: 5 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.001130819320678711 || Total time:3.546679973602295 Iteration: 6 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.0013380050659179688 || Total time:3.548017978668213 Iteration: 7 || Clusters count: 1 || Log posterior: -7181.42519713078 || Iter Time:0.0014939308166503906 || Total time:3.5495119094848633 Iteration: 8 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.1331038475036621 || Total time:3.6826157569885254 Iteration: 9 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.001569986343383789 || Total time:3.684185743331909 Iteration: 10 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0013620853424072266 || Total time:3.6855478286743164 Iteration: 11 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0013470649719238281 || Total time:3.6868948936462402 Iteration: 12 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.001310110092163086 || Total time:3.6882050037384033 Iteration: 13 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0013298988342285156 || Total time:3.689534902572632 Iteration: 14 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0013089179992675781 || Total time:3.6908438205718994 Iteration: 15 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0012559890747070312 || Total time:3.6920998096466064 Iteration: 16 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.00138092041015625 || Total time:3.6934807300567627 Iteration: 17 || Clusters count: 2 || Log posterior: -6701.211631685758 || Iter Time:0.0012049674987792969 || Total time:3.694685697555542 Iteration: 18 || Clusters count: 3 || Log posterior: -6533.784812716762 || Iter Time:0.003300905227661133 || Total time:3.697986602783203 Iteration: 19 || Clusters count: 3 || Log posterior: -6544.8667498564355 || Iter Time:0.0017077922821044922 || Total time:3.6996943950653076 Iteration: 20 || Clusters count: 3 || Log posterior: -6560.389988847872 || Iter Time:0.0015649795532226562 || Total time:3.7012593746185303 Iteration: 21 || Clusters count: 3 || Log posterior: -6544.918964959608 || Iter Time:0.0016040802001953125 || Total time:3.7028634548187256 Iteration: 22 || Clusters count: 3 || Log posterior: -6567.974239866395 || Iter Time:0.0015740394592285156 || Total time:3.704437494277954 Iteration: 23 || Clusters count: 3 || Log posterior: -6549.371779966081 || Iter Time:0.0014948844909667969 || Total time:3.705932378768921 Iteration: 24 || Clusters count: 3 || Log posterior: -6562.233312456543 || Iter Time:0.0015780925750732422 || Total time:3.707510471343994 Iteration: 25 || Clusters count: 3 || Log posterior: -6556.554643805503 || Iter Time:0.0015249252319335938 || Total time:3.7090353965759277 Iteration: 26 || Clusters count: 3 || Log posterior: -6530.351977339409 || Iter Time:0.0015339851379394531 || Total time:3.710569381713867 Iteration: 27 || Clusters count: 3 || Log posterior: -6537.565009182948 || Iter Time:0.0016698837280273438 || Total time:3.7122392654418945 Iteration: 28 || Clusters count: 4 || Log posterior: -6310.205215947427 || Iter Time:0.0041179656982421875 || Total time:3.7163572311401367 Iteration: 29 || Clusters count: 5 || Log posterior: -6159.418821323979 || Iter Time:0.004060983657836914 || Total time:3.7204182147979736 Iteration: 30 || Clusters count: 5 || Log posterior: -6056.853465073261 || Iter Time:1.5384531021118164 || Total time:5.25887131690979 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000183 seconds (112 allocations: 13.547 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5931.560699937963 || Iter Time:0.020282983779907227 || Total time:5.279154300689697 Iteration: 32 || Clusters count: 5 || Log posterior: -5854.429829524817 || Iter Time:0.005136013031005859 || Total time:5.284290313720703 Loading and distributing data: 0.000115 seconds (112 allocations: 13.547 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5127.738628403051 || Iter Time:0.002566099166870117 || Total time:5.286856412887573 Iteration: 34 || Clusters count: 5 || Log posterior: -5053.464646335108 || Iter Time:0.005089998245239258 || Total time:5.2919464111328125 Loading and distributing data: 0.000103 seconds (112 allocations: 13.547 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -4907.559288679515 || Iter Time:0.0025119781494140625 || Total time:5.294458389282227 Iteration: 36 || Clusters count: 5 || Log posterior: -4833.100443792666 || Iter Time:0.005053997039794922 || Total time:5.2995123863220215 Loading and distributing data: 0.000100 seconds (112 allocations: 13.547 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -4886.612150290497 || Iter Time:0.002445220947265625 || Total time:5.301957607269287 Iteration: 38 || Clusters count: 5 || Log posterior: -4817.905794666305 || Iter Time:0.005102872848510742 || Total time:5.307060480117798 Loading and distributing data: 0.000105 seconds (112 allocations: 13.547 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -4923.404804948224 || Iter Time:0.0025250911712646484 || Total time:5.3095855712890625 Iteration: 40 || Clusters count: 5 || Log posterior: -4843.405347392219 || Iter Time:0.005088090896606445 || Total time:5.314673662185669 Loading and distributing data: 0.000105 seconds (112 allocations: 13.547 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4748.690685676881 || Iter Time:0.003709077835083008 || Total time:5.318382740020752 Iteration: 42 || Clusters count: 6 || Log posterior: -4631.410279044205 || Iter Time:0.006124973297119141 || Total time:5.324507713317871 Loading and distributing data: 0.000126 seconds (112 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Iteration: 294 || Clusters count: 10 || Log posterior: -4142.531171628905 || Iter Time:0.01224207878112793 || Total time:7.850337505340576 Loading and distributing data: 0.000116 seconds (112 allocations: 13.547 KiB) Iteration: 295 || Clusters count: 10 || Log posterior: -4186.8725846806365 || Iter Time:0.007386922836303711 || Total time:7.85772442817688 Iteration: 296 || Clusters count: 10 || Log posterior: -4139.743393302627 || Iter Time:0.011770009994506836 || Total time:7.869494438171387 Loading and distributing data: 0.000111 seconds (112 allocations: 13.547 KiB) Iteration: 297 || Clusters count: 10 || Log posterior: -4192.017126630629 || Iter Time:0.007071018218994141 || Total time:7.876565456390381 Iteration: 298 || Clusters count: 10 || Log posterior: -4165.279498959599 || Iter Time:0.011588811874389648 || Total time:7.8881542682647705 Loading and distributing data: 0.000133 seconds (112 allocations: 13.547 KiB) Iteration: 299 || Clusters count: 10 || Log posterior: 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Iteration: 766 || Clusters count: 10 || Log posterior: -4139.60873880151 || Iter Time:0.010542154312133789 || Total time:12.623732566833496 Loading and distributing data: 0.000117 seconds (113 allocations: 13.562 KiB) Iteration: 767 || Clusters count: 10 || Log posterior: -4207.8103949616825 || Iter Time:0.005936145782470703 || Total time:12.629668712615967 Iteration: 768 || Clusters count: 10 || Log posterior: -4172.249133788154 || Iter Time:0.009823083877563477 || Total time:12.63949179649353 Loading and distributing data: 0.000108 seconds (113 allocations: 13.562 KiB) Iteration: 769 || Clusters count: 10 || Log posterior: -4171.9186042882775 || Iter Time:0.0063970088958740234 || Total time:12.645888805389404 Iteration: 770 || Clusters count: 10 || Log posterior: -4148.1394145257955 || Iter Time:0.01076197624206543 || Total time:12.65665078163147 Loading and distributing data: 0.000117 seconds (113 allocations: 13.562 KiB) Iteration: 771 || Clusters count: 10 || Log posterior: 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Iteration: 893 || Clusters count: 10 || Log posterior: -4233.031708604301 || Iter Time:0.007796049118041992 || Total time:13.897471189498901 Iteration: 894 || Clusters count: 10 || Log posterior: -4199.292249222989 || Iter Time:0.01314997673034668 || Total time:13.910621166229248 Loading and distributing data: 0.000116 seconds (113 allocations: 13.562 KiB) Iteration: 895 || Clusters count: 10 || Log posterior: -4229.531617760626 || Iter Time:0.008818864822387695 || Total time:13.919440031051636 Iteration: 896 || Clusters count: 10 || Log posterior: -4176.97924853413 || Iter Time:0.011929988861083984 || Total time:13.93137001991272 Loading and distributing data: 0.000123 seconds (113 allocations: 13.562 KiB) Iteration: 897 || Clusters count: 10 || Log posterior: -4181.147081990615 || Iter Time:0.008073091506958008 || Total time:13.939443111419678 Iteration: 898 || Clusters count: 10 || Log posterior: -4157.953982964327 || Iter Time:0.012087106704711914 || Total time:13.95153021812439 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Iteration: 1389 || Clusters count: 10 || Log posterior: -4190.685431856613 || Iter Time:0.008205175399780273 || Total time:19.00174856185913 Iteration: 1390 || Clusters count: 10 || Log posterior: -4171.388920949708 || Iter Time:0.011303901672363281 || Total time:19.013052463531494 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1391 || Clusters count: 10 || Log posterior: -4179.643448263051 || Iter Time:0.006718873977661133 || Total time:19.019771337509155 Iteration: 1392 || Clusters count: 10 || Log posterior: -4159.4825917859835 || Iter Time:0.011813879013061523 || Total time:19.031585216522217 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1393 || Clusters count: 10 || Log posterior: -4239.454107889084 || Iter Time:0.00807499885559082 || Total time:19.039660215377808 Iteration: 1394 || Clusters count: 10 || Log posterior: -4204.552083987872 || Iter Time:0.011569023132324219 || Total 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Iteration: 1455 || Clusters count: 10 || Log posterior: -4197.023950184151 || Iter Time:0.006346940994262695 || Total time:19.666429042816162 Iteration: 1456 || Clusters count: 10 || Log posterior: -4154.392883463984 || Iter Time:0.010931015014648438 || Total time:19.67736005783081 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1457 || Clusters count: 10 || Log posterior: -4158.508314996198 || Iter Time:0.007080078125 || Total time:19.68444013595581 Iteration: 1458 || Clusters count: 10 || Log posterior: -4127.137819115671 || Iter Time:0.011612892150878906 || Total time:19.69605302810669 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1459 || Clusters count: 10 || Log posterior: -4179.652108445371 || Iter Time:0.006880998611450195 || Total time:19.70293402671814 Iteration: 1460 || Clusters count: 10 || Log posterior: -4149.774141503713 || Iter Time:0.011260032653808594 || Total time:19.71419405937195 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Iteration: 1527 || Clusters count: 10 || Log posterior: -4184.466910061147 || Iter Time:0.007648944854736328 || Total time:20.421640157699585 Iteration: 1528 || Clusters count: 10 || Log posterior: -4164.951088912813 || Iter Time:0.012223958969116211 || Total time:20.4338641166687 Loading and distributing data: 0.000114 seconds (113 allocations: 13.562 KiB) Iteration: 1529 || Clusters count: 10 || Log posterior: -4209.1531528172945 || Iter Time:0.007469892501831055 || Total time:20.441334009170532 Iteration: 1530 || Clusters count: 10 || Log posterior: -4175.6000893561995 || Iter Time:0.01186990737915039 || Total time:20.453203916549683 Loading and distributing data: 0.000134 seconds (113 allocations: 13.562 KiB) Iteration: 1531 || Clusters count: 10 || Log posterior: -4196.923418031531 || Iter Time:0.007700920104980469 || Total time:20.460904836654663 Iteration: 1532 || Clusters count: 10 || Log posterior: -4174.931446176139 || Iter Time:0.021712064743041992 || Total 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|| Log posterior: -4146.369152715165 || Iter Time:0.011931896209716797 || Total time:20.541502237319946 Loading and distributing data: 0.000129 seconds (113 allocations: 13.562 KiB) Iteration: 1539 || Clusters count: 10 || Log posterior: -4153.443393300024 || Iter Time:0.007634162902832031 || Total time:20.54913640022278 Iteration: 1540 || Clusters count: 10 || Log posterior: -4136.716480889791 || Iter Time:0.011893033981323242 || Total time:20.5610294342041 Loading and distributing data: 0.000132 seconds (113 allocations: 13.562 KiB) Iteration: 1541 || Clusters count: 10 || Log posterior: -4189.803589125603 || Iter Time:0.00733494758605957 || Total time:20.56836438179016 Iteration: 1542 || Clusters count: 10 || Log posterior: -4150.114180677611 || Iter Time:0.011878013610839844 || Total time:20.580242395401 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1543 || Clusters count: 10 || Log posterior: -4197.2313347732525 || Iter 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Iteration: 1549 || Clusters count: 10 || Log posterior: -4170.932458927667 || Iter Time:0.007385969161987305 || Total time:20.665546417236328 Iteration: 1550 || Clusters count: 10 || Log posterior: -4158.394050687541 || Iter Time:0.011754989624023438 || Total time:20.67730140686035 Loading and distributing data: 0.000120 seconds (113 allocations: 13.562 KiB) Iteration: 1551 || Clusters count: 10 || Log posterior: -4177.311519970487 || Iter Time:0.0075991153717041016 || Total time:20.684900522232056 Iteration: 1552 || Clusters count: 10 || Log posterior: -4153.760082727482 || Iter Time:0.011933088302612305 || Total time:20.696833610534668 Loading and distributing data: 0.000114 seconds (113 allocations: 13.562 KiB) Iteration: 1553 || Clusters count: 10 || Log posterior: -4209.907142806122 || Iter Time:0.0075070858001708984 || Total time:20.70434069633484 Iteration: 1554 || Clusters count: 10 || Log posterior: -4168.935693249906 || Iter Time:0.011837959289550781 || Total 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KiB) Iteration: 1841 || Clusters count: 10 || Log posterior: -4197.040886702485 || Iter Time:0.00727391242980957 || Total time:23.623849630355835 Iteration: 1842 || Clusters count: 10 || Log posterior: -4171.876917495087 || Iter Time:0.013231992721557617 || Total time:23.637081623077393 Loading and distributing data: 0.000129 seconds (113 allocations: 13.562 KiB) Iteration: 1843 || Clusters count: 10 || Log posterior: -4223.989184224899 || Iter Time:0.0075550079345703125 || Total time:23.644636631011963 Iteration: 1844 || Clusters count: 10 || Log posterior: -4196.720067984099 || Iter Time:0.020556926727294922 || Total time:23.665193557739258 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1845 || Clusters count: 10 || Log posterior: -4199.537795596868 || Iter Time:0.00788116455078125 || Total time:23.67307472229004 Iteration: 1846 || Clusters count: 10 || Log posterior: -4173.477975983578 || Iter Time:0.012323856353759766 || Total time:23.6853985786438 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1847 || Clusters count: 10 || Log posterior: -4172.53835545693 || Iter Time:0.00744318962097168 || Total time:23.69284176826477 Iteration: 1848 || Clusters count: 10 || Log posterior: -4150.650632713324 || Iter Time:0.012478113174438477 || Total time:23.70531988143921 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1849 || Clusters count: 10 || Log posterior: -4158.079507859518 || Iter Time:0.00762486457824707 || Total time:23.712944746017456 Iteration: 1850 || Clusters count: 10 || Log posterior: -4133.543909317882 || Iter Time:0.012626886367797852 || Total time:23.725571632385254 Loading and distributing data: 0.000118 seconds (113 allocations: 13.562 KiB) Iteration: 1851 || Clusters count: 10 || Log posterior: -4150.513485121303 || Iter Time:0.007702827453613281 || Total time:23.733274459838867 Iteration: 1852 || Clusters count: 10 || Log posterior: -4137.687520880737 || Iter Time:0.012435197830200195 || Total time:23.745709657669067 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1853 || Clusters count: 10 || Log posterior: -4204.397912773978 || Iter Time:0.007664203643798828 || Total time:23.753373861312866 Iteration: 1854 || Clusters count: 10 || Log posterior: -4162.262893904105 || Iter Time:0.012327909469604492 || Total time:23.76570177078247 Loading and distributing data: 0.000113 seconds (113 allocations: 13.562 KiB) Iteration: 1855 || Clusters count: 10 || Log posterior: -4157.4338576680675 || Iter Time:0.0073931217193603516 || Total time:23.77309489250183 Iteration: 1856 || Clusters count: 10 || Log posterior: -4144.550044711076 || Iter Time:0.012105941772460938 || Total time:23.785200834274292 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1857 || Clusters count: 10 || Log posterior: -4162.4866683108185 || Iter Time:0.0073049068450927734 || Total time:23.792505741119385 Iteration: 1858 || Clusters count: 10 || Log posterior: -4132.9394703235475 || Iter Time:0.01211404800415039 || Total time:23.804619789123535 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1859 || Clusters count: 10 || Log posterior: -4198.763454687403 || Iter Time:0.007534027099609375 || Total time:23.812153816223145 Iteration: 1860 || Clusters count: 10 || Log posterior: -4179.017814211234 || Iter Time:0.011399030685424805 || Total time:23.82355284690857 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1861 || Clusters count: 10 || Log posterior: -4253.342820818011 || Iter Time:0.015574932098388672 || Total time:23.839127779006958 Iteration: 1862 || Clusters count: 10 || Log posterior: -4205.694422640614 || Iter Time:0.011900901794433594 || Total time:23.85102868080139 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1863 || Clusters count: 10 || Log posterior: -4183.231574941552 || Iter Time:0.007195949554443359 || Total time:23.858224630355835 Iteration: 1864 || Clusters count: 10 || Log posterior: -4169.6868502077505 || Iter Time:0.013000011444091797 || Total time:23.871224641799927 Loading and distributing data: 0.000122 seconds (113 allocations: 13.562 KiB) Iteration: 1865 || Clusters count: 10 || Log posterior: -4227.447522656294 || Iter Time:0.007607221603393555 || Total time:23.87883186340332 Iteration: 1866 || Clusters count: 10 || Log posterior: -4184.138590037684 || Iter Time:0.012053966522216797 || Total time:23.890885829925537 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1867 || Clusters count: 10 || Log posterior: -4188.489769363875 || Iter Time:0.007328987121582031 || Total time:23.89821481704712 Iteration: 1868 || Clusters count: 10 || Log posterior: -4162.244101196738 || Iter Time:0.012288808822631836 || Total time:23.91050362586975 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1869 || Clusters count: 10 || Log posterior: -4182.739734278467 || Iter Time:0.007431983947753906 || Total time:23.917935609817505 Iteration: 1870 || Clusters count: 10 || Log posterior: -4155.202806458522 || Iter Time:0.01221013069152832 || Total time:23.930145740509033 Loading and distributing data: 0.000148 seconds (113 allocations: 13.562 KiB) Iteration: 1871 || Clusters count: 10 || Log posterior: -4216.101519808152 || Iter Time:0.008572816848754883 || Total time:23.938718557357788 Iteration: 1872 || Clusters count: 10 || Log posterior: -4177.015342363404 || Iter Time:0.01183009147644043 || Total time:23.95054864883423 Loading and distributing data: 0.000113 seconds (113 allocations: 13.562 KiB) Iteration: 1873 || Clusters count: 10 || Log posterior: -4211.250979620512 || Iter Time:0.007292032241821289 || Total time:23.95784068107605 Iteration: 1874 || Clusters count: 10 || Log posterior: -4177.437789592819 || Iter Time:0.012123823165893555 || Total time:23.969964504241943 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1875 || Clusters count: 10 || Log posterior: -4186.967590471144 || Iter Time:0.007369041442871094 || Total time:23.977333545684814 Iteration: 1876 || Clusters count: 10 || Log posterior: -4170.645238090777 || Iter Time:0.012542009353637695 || Total time:23.989875555038452 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1877 || Clusters count: 10 || Log posterior: -4204.1973678823115 || Iter Time:0.0074770450592041016 || Total time:23.997352600097656 Iteration: 1878 || Clusters count: 10 || Log posterior: -4174.605983643143 || Iter Time:0.022216081619262695 || Total time:24.01956868171692 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1879 || Clusters count: 10 || Log posterior: -4178.050558759136 || Iter Time:0.0073850154876708984 || Total time:24.02695369720459 Iteration: 1880 || Clusters count: 10 || Log posterior: -4167.970823372829 || Iter Time:0.010576963424682617 || Total time:24.037530660629272 Loading and distributing data: 0.000124 seconds (113 allocations: 13.562 KiB) Iteration: 1881 || Clusters count: 10 || Log posterior: -4218.175253345021 || Iter Time:0.006188869476318359 || Total time:24.04371953010559 Iteration: 1882 || Clusters count: 10 || Log posterior: -4189.21299190915 || Iter Time:0.010461091995239258 || Total time:24.05418062210083 Loading and distributing data: 0.000102 seconds (113 allocations: 13.562 KiB) Iteration: 1883 || Clusters count: 10 || Log posterior: -4199.066620468445 || Iter Time:0.006471872329711914 || Total time:24.060652494430542 Iteration: 1884 || Clusters count: 10 || Log posterior: -4161.553974607115 || Iter Time:0.010964155197143555 || Total time:24.071616649627686 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1885 || Clusters count: 10 || Log posterior: -4175.313584664147 || Iter Time:0.00696110725402832 || Total time:24.078577756881714 Iteration: 1886 || Clusters count: 10 || Log posterior: -4155.622765625076 || Iter Time:0.011046886444091797 || Total time:24.089624643325806 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1887 || Clusters count: 10 || Log posterior: -4152.8759068130385 || Iter Time:0.006495952606201172 || Total time:24.096120595932007 Iteration: 1888 || Clusters count: 10 || Log posterior: -4123.553799707043 || Iter Time:0.01080012321472168 || Total time:24.10692071914673 Loading and distributing data: 0.000136 seconds (113 allocations: 13.562 KiB) Iteration: 1889 || Clusters count: 10 || Log posterior: -4172.969165191169 || Iter Time:0.0068590641021728516 || Total time:24.1137797832489 Iteration: 1890 || Clusters count: 10 || Log posterior: -4145.598407506795 || Iter Time:0.011556148529052734 || Total time:24.125335931777954 Loading and distributing data: 0.000121 seconds (113 allocations: 13.562 KiB) Iteration: 1891 || Clusters count: 10 || Log posterior: -4195.279430991092 || Iter Time:0.00728917121887207 || Total time:24.132625102996826 Iteration: 1892 || Clusters count: 10 || Log posterior: -4176.23462499737 || Iter Time:0.012044906616210938 || Total time:24.144670009613037 Loading and distributing data: 0.000135 seconds (113 allocations: 13.562 KiB) Iteration: 1893 || Clusters count: 10 || Log posterior: -4171.642735140392 || Iter Time:0.008024930953979492 || Total time:24.152694940567017 Iteration: 1894 || Clusters count: 10 || Log posterior: -4139.06920831073 || Iter Time:0.011868000030517578 || Total time:24.164562940597534 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1895 || Clusters count: 10 || Log posterior: -4216.772302445175 || Iter Time:0.007241964340209961 || Total time:24.171804904937744 Iteration: 1896 || Clusters count: 10 || Log posterior: -4192.942204374287 || Iter Time:0.02124810218811035 || Total time:24.193053007125854 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1897 || Clusters count: 10 || Log posterior: -4199.806834947826 || Iter Time:0.0072100162506103516 || Total time:24.200263023376465 Iteration: 1898 || Clusters count: 10 || Log posterior: -4166.219021510966 || Iter Time:0.012055158615112305 || Total time:24.212318181991577 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1899 || Clusters count: 10 || Log posterior: -4211.782799463823 || Iter Time:0.007556915283203125 || Total time:24.21987509727478 Iteration: 1900 || Clusters count: 10 || Log posterior: -4189.1777872173525 || Iter Time:0.011852025985717773 || Total time:24.231727123260498 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1901 || Clusters count: 10 || Log posterior: -4177.527689630895 || Iter Time:0.007103919982910156 || Total time:24.238831043243408 Iteration: 1902 || Clusters count: 10 || Log posterior: -4145.220162089391 || Iter Time:0.01207590103149414 || Total time:24.250906944274902 Loading and distributing data: 0.000122 seconds (113 allocations: 13.562 KiB) Iteration: 1903 || Clusters count: 10 || Log posterior: -4172.513527142555 || Iter Time:0.007328987121582031 || Total time:24.258235931396484 Iteration: 1904 || Clusters count: 10 || Log posterior: -4131.180962092337 || Iter Time:0.011700153350830078 || Total time:24.269936084747314 Loading and distributing data: 0.000107 seconds (113 allocations: 13.562 KiB) Iteration: 1905 || Clusters count: 10 || Log posterior: -4192.325713737146 || Iter Time:0.007316112518310547 || Total time:24.277252197265625 Iteration: 1906 || Clusters count: 10 || Log posterior: -4162.503753965133 || Iter Time:0.011748790740966797 || Total time:24.289000988006592 Loading and distributing data: 0.000101 seconds (113 allocations: 13.562 KiB) Iteration: 1907 || Clusters count: 10 || Log posterior: -4164.260992534 || Iter Time:0.006884098052978516 || Total time:24.29588508605957 Iteration: 1908 || Clusters count: 10 || Log posterior: -4139.640291193391 || Iter Time:0.01140594482421875 || Total time:24.30729103088379 Loading and distributing data: 0.000102 seconds (113 allocations: 13.562 KiB) Iteration: 1909 || Clusters count: 10 || Log posterior: -4231.1527756540845 || Iter Time:0.006819009780883789 || Total time:24.314110040664673 Iteration: 1910 || Clusters count: 10 || Log posterior: -4194.05951168148 || Iter Time:0.011605978012084961 || Total time:24.325716018676758 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1911 || Clusters count: 10 || Log posterior: -4199.870334422083 || Iter Time:0.0074100494384765625 || Total time:24.333126068115234 Iteration: 1912 || Clusters count: 10 || Log posterior: -4163.28729147691 || Iter Time:0.012160062789916992 || Total time:24.34528613090515 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1913 || Clusters count: 10 || Log posterior: -4161.524464372272 || Iter Time:0.01639103889465332 || Total time:24.361677169799805 Iteration: 1914 || Clusters count: 10 || Log posterior: -4138.486328723052 || Iter Time:0.012092113494873047 || Total time:24.373769283294678 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1915 || Clusters count: 10 || Log posterior: -4185.504655655279 || Iter Time:0.007367134094238281 || Total time:24.381136417388916 Iteration: 1916 || Clusters count: 10 || Log posterior: -4160.194219355334 || Iter Time:0.01197195053100586 || Total time:24.393108367919922 Loading and distributing data: 0.000102 seconds (113 allocations: 13.562 KiB) Iteration: 1917 || Clusters count: 10 || Log posterior: -4208.157378605148 || Iter Time:0.007256984710693359 || Total time:24.400365352630615 Iteration: 1918 || Clusters count: 10 || Log posterior: -4188.374000439428 || Iter Time:0.01211094856262207 || Total time:24.412476301193237 Loading and distributing data: 0.000106 seconds (113 allocations: 13.562 KiB) Iteration: 1919 || Clusters count: 10 || Log posterior: -4217.710349873152 || Iter Time:0.007690906524658203 || Total time:24.420167207717896 Iteration: 1920 || Clusters count: 10 || Log posterior: -4189.066857337614 || Iter Time:0.012321233749389648 || Total time:24.432488441467285 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1921 || Clusters count: 10 || Log posterior: -4170.992028798641 || Iter Time:0.007243156433105469 || Total time:24.43973159790039 Iteration: 1922 || Clusters count: 10 || Log posterior: -4144.181221797507 || Iter Time:0.011966943740844727 || Total time:24.451698541641235 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1923 || Clusters count: 10 || Log posterior: -4142.87430612319 || Iter Time:0.007297992706298828 || Total time:24.458996534347534 Iteration: 1924 || Clusters count: 10 || Log posterior: -4130.730275619032 || Iter Time:0.011925935745239258 || Total time:24.470922470092773 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1925 || Clusters count: 10 || Log posterior: -4168.456432953463 || Iter Time:0.007143974304199219 || Total time:24.478066444396973 Iteration: 1926 || Clusters count: 10 || Log posterior: -4148.4824023406845 || Iter Time:0.012158870697021484 || Total time:24.490225315093994 Loading and distributing data: 0.000124 seconds (113 allocations: 13.562 KiB) Iteration: 1927 || Clusters count: 10 || Log posterior: -4184.173706140589 || Iter Time:0.007667064666748047 || Total time:24.497892379760742 Iteration: 1928 || Clusters count: 10 || Log posterior: -4155.795083597755 || Iter Time:0.012375116348266602 || Total time:24.51026749610901 Loading and distributing data: 0.000124 seconds (113 allocations: 13.562 KiB) Iteration: 1929 || Clusters count: 10 || Log posterior: -4184.249993918178 || Iter Time:0.007879018783569336 || Total time:24.518146514892578 Iteration: 1930 || Clusters count: 10 || Log posterior: -4150.205101797988 || Iter Time:0.022376060485839844 || Total time:24.540522575378418 Loading and distributing data: 0.000108 seconds (113 allocations: 13.562 KiB) Iteration: 1931 || Clusters count: 10 || Log posterior: -4190.420728735838 || Iter Time:0.007486820220947266 || Total time:24.548009395599365 Iteration: 1932 || Clusters count: 10 || Log posterior: -4171.600631355729 || Iter Time:0.012231826782226562 || Total time:24.560241222381592 Loading and distributing data: 0.000136 seconds (113 allocations: 13.562 KiB) Iteration: 1933 || Clusters count: 10 || Log posterior: -4191.100776029054 || Iter Time:0.007437944412231445 || Total time:24.567679166793823 Iteration: 1934 || Clusters count: 10 || Log posterior: -4169.253392200836 || Iter Time:0.011877775192260742 || Total time:24.579556941986084 Loading and distributing data: 0.000137 seconds (113 allocations: 13.562 KiB) Iteration: 1935 || Clusters count: 10 || Log posterior: -4194.118781353217 || Iter Time:0.007022857666015625 || Total time:24.5865797996521 Iteration: 1936 || Clusters count: 10 || Log posterior: -4180.092380869863 || Iter Time:0.01145315170288086 || Total time:24.59803295135498 Loading and distributing data: 0.000123 seconds (113 allocations: 13.562 KiB) Iteration: 1937 || Clusters count: 10 || Log posterior: -4208.641961858015 || Iter Time:0.007037162780761719 || Total time:24.605070114135742 Iteration: 1938 || Clusters count: 10 || Log posterior: -4181.123139578437 || Iter Time:0.011532068252563477 || Total time:24.616602182388306 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 1939 || Clusters count: 10 || Log posterior: -4219.277359747831 || Iter Time:0.007691144943237305 || Total time:24.624293327331543 Iteration: 1940 || Clusters count: 10 || Log posterior: -4185.062862576399 || Iter Time:0.011986970901489258 || Total time:24.636280298233032 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1941 || Clusters count: 10 || Log posterior: -4194.356597335499 || Iter Time:0.007364988327026367 || Total time:24.64364528656006 Iteration: 1942 || Clusters count: 10 || Log posterior: -4173.19440572521 || Iter Time:0.011354923248291016 || Total time:24.65500020980835 Loading and distributing data: 0.000118 seconds (113 allocations: 13.562 KiB) Iteration: 1943 || Clusters count: 10 || Log posterior: -4205.275556303369 || Iter Time:0.008279085159301758 || Total time:24.66327929496765 Iteration: 1944 || Clusters count: 10 || Log posterior: -4167.825373421192 || Iter Time:0.011282920837402344 || Total time:24.674562215805054 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1945 || Clusters count: 10 || Log posterior: -4200.849099927807 || Iter Time:0.006903886795043945 || Total time:24.681466102600098 Iteration: 1946 || Clusters count: 10 || Log posterior: -4170.6828108629015 || Iter Time:0.011815071105957031 || Total time:24.693281173706055 Loading and distributing data: 0.000154 seconds (113 allocations: 13.562 KiB) Iteration: 1947 || Clusters count: 10 || Log posterior: -4241.012957103072 || Iter Time:0.016469955444335938 || Total time:24.70975112915039 Iteration: 1948 || Clusters count: 10 || Log posterior: -4198.601178279624 || Iter Time:0.010780096054077148 || Total time:24.720531225204468 Loading and distributing data: 0.000133 seconds (113 allocations: 13.562 KiB) Iteration: 1949 || Clusters count: 10 || Log posterior: -4247.126883428835 || Iter Time:0.00652003288269043 || Total time:24.727051258087158 Iteration: 1950 || Clusters count: 10 || Log posterior: -4213.520095628921 || Iter Time:0.010735034942626953 || Total time:24.737786293029785 Loading and distributing data: 0.000122 seconds (113 allocations: 13.562 KiB) Iteration: 1951 || Clusters count: 10 || Log posterior: -4237.383425615766 || Iter Time:0.0066070556640625 || Total time:24.744393348693848 Iteration: 1952 || Clusters count: 10 || Log posterior: -4192.731787733166 || Iter Time:0.010703802108764648 || Total time:24.755097150802612 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1953 || Clusters count: 10 || Log posterior: -4219.180482440024 || Iter Time:0.007333993911743164 || Total time:24.762431144714355 Iteration: 1954 || Clusters count: 10 || Log posterior: -4193.0278310785925 || Iter Time:0.010875225067138672 || Total time:24.773306369781494 Loading and distributing data: 0.000104 seconds (113 allocations: 13.562 KiB) Iteration: 1955 || Clusters count: 10 || Log posterior: -4177.7108280498605 || Iter Time:0.006660938262939453 || Total time:24.779967308044434 Iteration: 1956 || Clusters count: 10 || Log posterior: -4169.638935086578 || Iter Time:0.01090097427368164 || Total time:24.790868282318115 Loading and distributing data: 0.000135 seconds (113 allocations: 13.562 KiB) Iteration: 1957 || Clusters count: 10 || Log posterior: -4219.0804003117555 || Iter Time:0.006719112396240234 || Total time:24.797587394714355 Iteration: 1958 || Clusters count: 10 || Log posterior: -4185.946302359471 || Iter Time:0.010862112045288086 || Total time:24.808449506759644 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1959 || Clusters count: 10 || Log posterior: -4207.805482997353 || Iter Time:0.006677150726318359 || Total time:24.815126657485962 Iteration: 1960 || Clusters count: 10 || Log posterior: -4184.063504392806 || Iter Time:0.010860919952392578 || Total time:24.825987577438354 Loading and distributing data: 0.000103 seconds (113 allocations: 13.562 KiB) Iteration: 1961 || Clusters count: 10 || Log posterior: -4160.909043054464 || Iter Time:0.0069620609283447266 || Total time:24.8329496383667 Iteration: 1962 || Clusters count: 10 || Log posterior: -4137.8302264469 || Iter Time:0.010873079299926758 || Total time:24.843822717666626 Loading and distributing data: 0.000108 seconds (113 allocations: 13.562 KiB) Iteration: 1963 || Clusters count: 10 || Log posterior: -4115.304854377151 || Iter Time:0.006807088851928711 || Total time:24.850629806518555 Iteration: 1964 || Clusters count: 10 || Log posterior: -4086.373453329857 || Iter Time:0.020812034606933594 || Total time:24.87144184112549 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1965 || Clusters count: 10 || Log posterior: -4195.954917085277 || Iter Time:0.00707697868347168 || Total time:24.87851881980896 Iteration: 1966 || Clusters count: 10 || Log posterior: -4158.039645418525 || Iter Time:0.01120305061340332 || Total time:24.889721870422363 Loading and distributing data: 0.000104 seconds (113 allocations: 13.562 KiB) Iteration: 1967 || Clusters count: 10 || Log posterior: -4198.364203511408 || Iter Time:0.00693202018737793 || Total time:24.89665389060974 Iteration: 1968 || Clusters count: 10 || Log posterior: -4164.279130652612 || Iter Time:0.011266946792602539 || Total time:24.907920837402344 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1969 || Clusters count: 10 || Log posterior: -4214.529535787909 || Iter Time:0.007069110870361328 || Total time:24.914989948272705 Iteration: 1970 || Clusters count: 10 || Log posterior: -4161.649199125095 || Iter Time:0.011156082153320312 || Total time:24.926146030426025 Loading and distributing data: 0.000105 seconds (113 allocations: 13.562 KiB) Iteration: 1971 || Clusters count: 10 || Log posterior: -4178.152389500343 || Iter Time:0.007242918014526367 || Total time:24.93338894844055 Iteration: 1972 || Clusters count: 10 || Log posterior: -4153.043492025848 || Iter Time:0.011358022689819336 || Total time:24.94474697113037 Loading and distributing data: 0.000130 seconds (113 allocations: 13.562 KiB) Iteration: 1973 || Clusters count: 10 || Log posterior: -4194.944913525243 || Iter Time:0.00693202018737793 || Total time:24.95167899131775 Iteration: 1974 || Clusters count: 10 || Log posterior: -4170.9802833118065 || Iter Time:0.011343955993652344 || Total time:24.9630229473114 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1975 || Clusters count: 10 || Log posterior: -4197.522517397014 || Iter Time:0.0070400238037109375 || Total time:24.970062971115112 Iteration: 1976 || Clusters count: 10 || Log posterior: -4148.722190581395 || Iter Time:0.01108407974243164 || Total time:24.981147050857544 Loading and distributing data: 0.000104 seconds (113 allocations: 13.562 KiB) Iteration: 1977 || Clusters count: 10 || Log posterior: -4161.61170630578 || Iter Time:0.007008075714111328 || Total time:24.988155126571655 Iteration: 1978 || Clusters count: 10 || Log posterior: -4145.037690294132 || Iter Time:0.011304140090942383 || Total time:24.999459266662598 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1979 || Clusters count: 10 || Log posterior: -4135.554097736799 || Iter Time:0.0074460506439208984 || Total time:25.00690531730652 Iteration: 1980 || Clusters count: 10 || Log posterior: -4116.922439020702 || Iter Time:0.011550188064575195 || Total time:25.018455505371094 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1981 || Clusters count: 10 || Log posterior: -4157.6211341724 || Iter Time:0.015784025192260742 || Total time:25.034239530563354 Iteration: 1982 || Clusters count: 10 || Log posterior: -4122.871885251471 || Iter Time:0.011626958847045898 || Total time:25.0458664894104 Loading and distributing data: 0.000120 seconds (113 allocations: 13.562 KiB) Iteration: 1983 || Clusters count: 10 || Log posterior: -4175.148141762216 || Iter Time:0.007050991058349609 || Total time:25.05291748046875 Iteration: 1984 || Clusters count: 10 || Log posterior: -4166.2262458476835 || Iter Time:0.011319875717163086 || Total time:25.064237356185913 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1985 || Clusters count: 10 || Log posterior: -4200.138537474502 || Iter Time:0.0071868896484375 || Total time:25.07142424583435 Iteration: 1986 || Clusters count: 10 || Log posterior: -4166.107612618975 || Iter Time:0.011880874633789062 || Total time:25.08330512046814 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 1987 || Clusters count: 10 || Log posterior: -4201.1151643106705 || Iter Time:0.0074160099029541016 || Total time:25.090721130371094 Iteration: 1988 || Clusters count: 10 || Log posterior: -4175.898446013381 || Iter Time:0.011617898941040039 || Total time:25.102339029312134 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1989 || Clusters count: 10 || Log posterior: -4195.145855593976 || Iter Time:0.007928133010864258 || Total time:25.110267162322998 Iteration: 1990 || Clusters count: 10 || Log posterior: -4164.764353725042 || Iter Time:0.012701034545898438 || Total time:25.122968196868896 Loading and distributing data: 0.000126 seconds (113 allocations: 13.562 KiB) Iteration: 1991 || Clusters count: 10 || Log posterior: -4162.955912027958 || Iter Time:0.008816003799438477 || Total time:25.131784200668335 Iteration: 1992 || Clusters count: 10 || Log posterior: -4151.987917355287 || Iter Time:0.011838912963867188 || Total time:25.143623113632202 Loading and distributing data: 0.000108 seconds (113 allocations: 13.562 KiB) Iteration: 1993 || Clusters count: 10 || Log posterior: -4168.029202710146 || Iter Time:0.007277011871337891 || Total time:25.15090012550354 Iteration: 1994 || Clusters count: 10 || Log posterior: -4144.123402587708 || Iter Time:0.011984109878540039 || Total time:25.16288423538208 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1995 || Clusters count: 10 || Log posterior: -4170.7436651191065 || Iter Time:0.007889032363891602 || Total time:25.17077326774597 Iteration: 1996 || Clusters count: 10 || Log posterior: -4114.395706246861 || Iter Time:0.01218104362487793 || Total time:25.18295431137085 Loading and distributing data: 0.000126 seconds (113 allocations: 13.562 KiB) Iteration: 1997 || Clusters count: 10 || Log posterior: -4151.569135360608 || Iter Time:0.007908821105957031 || Total time:25.190863132476807 Iteration: 1998 || Clusters count: 10 || Log posterior: -4128.35166915377 || Iter Time:0.012137889862060547 || Total time:25.203001022338867 Loading and distributing data: 0.000124 seconds (113 allocations: 13.562 KiB) Iteration: 1999 || Clusters count: 10 || Log posterior: -4164.397769237446 || Iter Time:0.01662302017211914 || Total time:25.219624042510986 Iteration: 2000 || Clusters count: 10 || Log posterior: -4146.01293929709 || Iter Time:0.011970043182373047 || Total time:25.23159408569336 Loading and distributing data: 0.000133 seconds (113 allocations: 13.562 KiB) Iteration: 2001 || Clusters count: 10 || Log posterior: -4159.262161404769 || Iter Time:0.007345914840698242 || Total time:25.238940000534058 Iteration: 2002 || Clusters count: 10 || Log posterior: -4114.528882070721 || Iter Time:0.012097835540771484 || Total time:25.25103783607483 Loading and distributing data: 0.000118 seconds (113 allocations: 13.562 KiB) Iteration: 2003 || Clusters count: 10 || Log posterior: -4102.8639409758825 || Iter Time:0.007481098175048828 || Total time:25.258518934249878 Iteration: 2004 || Clusters count: 10 || Log posterior: -4086.703693252145 || Iter Time:0.011955976486206055 || Total time:25.270474910736084 Loading and distributing data: 0.000107 seconds (113 allocations: 13.562 KiB) Iteration: 2005 || Clusters count: 10 || Log posterior: -4182.147635341401 || Iter Time:0.007177829742431641 || Total time:25.277652740478516 Iteration: 2006 || Clusters count: 10 || Log posterior: -4151.213861667468 || Iter Time:0.011948108673095703 || Total time:25.28960084915161 Loading and distributing data: 0.000113 seconds (113 allocations: 13.562 KiB) Iteration: 2007 || Clusters count: 10 || Log posterior: -4160.968815928714 || Iter Time:0.007244110107421875 || Total time:25.296844959259033 Iteration: 2008 || Clusters count: 10 || Log posterior: -4136.120345081841 || Iter Time:0.01199793815612793 || Total time:25.30884289741516 Loading and distributing data: 0.000128 seconds (113 allocations: 13.562 KiB) Iteration: 2009 || Clusters count: 10 || Log posterior: -4180.218630008134 || Iter Time:0.007524013519287109 || Total time:25.31636691093445 Iteration: 2010 || Clusters count: 10 || Log posterior: -4150.718672847468 || Iter Time:0.012157917022705078 || Total time:25.328524827957153 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 2011 || Clusters count: 10 || Log posterior: -4165.501469763982 || Iter Time:0.007370948791503906 || Total time:25.335895776748657 Iteration: 2012 || Clusters count: 10 || Log posterior: -4133.176048845603 || Iter Time:0.011904001235961914 || Total time:25.34779977798462 Loading and distributing data: 0.000116 seconds (113 allocations: 13.562 KiB) Iteration: 2013 || Clusters count: 10 || Log posterior: -4184.888149761881 || Iter Time:0.007502079010009766 || Total time:25.35530185699463 Iteration: 2014 || Clusters count: 10 || Log posterior: -4129.346746452389 || Iter Time:0.011977910995483398 || Total time:25.367279767990112 Loading and distributing data: 0.000133 seconds (113 allocations: 13.562 KiB) Iteration: 2015 || Clusters count: 10 || Log posterior: -4191.262388178786 || Iter Time:0.007617950439453125 || Total time:25.374897718429565 Iteration: 2016 || Clusters count: 10 || Log posterior: -4159.232204801906 || Iter Time:0.021548032760620117 || Total time:25.396445751190186 Loading and distributing data: 0.000112 seconds (113 allocations: 13.562 KiB) Iteration: 2017 || Clusters count: 10 || Log posterior: -4177.706693249104 || Iter Time:0.00716400146484375 || Total time:25.40360975265503 Iteration: 2018 || Clusters count: 10 || Log posterior: -4152.2682648949485 || Iter Time:0.011914968490600586 || Total time:25.41552472114563 Loading and distributing data: 0.000105 seconds (113 allocations: 13.562 KiB) Iteration: 2019 || Clusters count: 10 || Log posterior: -4148.29286201158 || Iter Time:0.007158041000366211 || Total time:25.422682762145996 Iteration: 2020 || Clusters count: 10 || Log posterior: -4124.634674265125 || Iter Time:0.012150049209594727 || Total time:25.43483281135559 Loading and distributing data: 0.000113 seconds (113 allocations: 13.562 KiB) Iteration: 2021 || Clusters count: 10 || Log posterior: -4167.059995158856 || Iter Time:0.0071258544921875 || Total time:25.44195866584778 Iteration: 2022 || Clusters count: 10 || Log posterior: -4144.95265325651 || Iter Time:0.01147007942199707 || Total time:25.453428745269775 Loading and distributing data: 0.000130 seconds (113 allocations: 13.562 KiB) Iteration: 2023 || Clusters count: 10 || Log posterior: -4178.444071744664 || Iter Time:0.007573127746582031 || Total time:25.461001873016357 Iteration: 2024 || Clusters count: 10 || Log posterior: -4153.255556802651 || Iter Time:0.011632919311523438 || Total time:25.47263479232788 Loading and distributing data: 0.000108 seconds (113 allocations: 13.562 KiB) Iteration: 2025 || Clusters count: 10 || Log posterior: -4159.900461658696 || Iter Time:0.006941080093383789 || Total time:25.479575872421265 Iteration: 2026 || Clusters count: 10 || Log posterior: -4128.739642847791 || Iter Time:0.01180410385131836 || Total time:25.491379976272583 Loading and distributing data: 0.000122 seconds (113 allocations: 13.562 KiB) Iteration: 2027 || Clusters count: 10 || Log posterior: -4159.851222480654 || Iter Time:0.008713006973266602 || Total time:25.50009298324585 Iteration: 2028 || Clusters count: 10 || Log posterior: -4146.008037259333 || Iter Time:0.011343955993652344 || Total time:25.511436939239502 Avg NMI: 0.846464141412487 Full NMI: 0.8393558351770831 Test Summary: | Time Streaming Data NIW 3 | None 1m12.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 138.58s PkgEval succeeded after 213.43s