Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.582 (c0a1728d50*) started at 2025-05-14T13:57:24.079 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.2s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [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 v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.2.25 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.25s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 158.74s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_Lvv2tI/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_Lvv2tI/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [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 v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.2.25 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.347382 seconds (1.11 M allocations: 64.339 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:15.527910947799683 || Total time:15.527910947799683 Iteration: 1 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.005948066711425781 || Total time:15.533859014511108 Iteration: 2 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.0055811405181884766 || Total time:15.539440155029297 Iteration: 3 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.005912065505981445 || Total time:15.545352220535278 Iteration: 4 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.005769968032836914 || Total time:15.551122188568115 Iteration: 5 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.016571044921875 || Total time:15.56769323348999 Iteration: 6 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.0061838626861572266 || Total time:15.573877096176147 Iteration: 7 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.006186962127685547 || Total time:15.580064058303833 Iteration: 8 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.0061109066009521484 || Total time:15.586174964904785 Iteration: 9 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.006304025650024414 || Total time:15.59247899055481 Iteration: 10 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.0065839290618896484 || Total time:15.5990629196167 Iteration: 11 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.006658077239990234 || Total time:15.60572099685669 Iteration: 12 || Clusters count: 1 || Log posterior: -232986.19423629093 || Iter Time:0.006740093231201172 || Total time:15.61246109008789 Iteration: 13 || Clusters count: 2 || Log posterior: -232565.05822541774 || Iter Time:3.714972972869873 || Total time:19.327434062957764 Iteration: 14 || Clusters count: 2 || Log posterior: -232562.81960180303 || Iter Time:0.004990100860595703 || Total time:19.33242416381836 Iteration: 15 || Clusters count: 2 || Log posterior: -232585.67910222002 || Iter Time:0.004805088043212891 || Total time:19.337229251861572 Iteration: 16 || Clusters count: 2 || Log posterior: -232592.14098374426 || Iter Time:0.004879951477050781 || Total time:19.342109203338623 Iteration: 17 || Clusters count: 2 || Log posterior: -232573.21353532566 || Iter Time:0.004925966262817383 || Total time:19.34703516960144 Iteration: 18 || Clusters count: 2 || Log posterior: -232563.4936535805 || Iter Time:0.004965066909790039 || Total time:19.35200023651123 Iteration: 19 || Clusters count: 2 || Log posterior: -232586.86660222002 || Iter Time:0.004904985427856445 || Total time:19.356905221939087 Iteration: 20 || Clusters count: 2 || Log posterior: -232496.55658981475 || Iter Time:3.1342759132385254 || Total time:22.491181135177612 Loading and distributing data: 0.001038 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232848.78227882888 || Iter Time:0.06761980056762695 || Total time:22.55880093574524 Iteration: 22 || Clusters count: 2 || Log posterior: -232812.8322737874 || Iter Time:0.005120992660522461 || Total time:22.56392192840576 Iteration: 23 || Clusters count: 2 || Log posterior: -232759.5076857101 || Iter Time:0.005035877227783203 || Total time:22.568957805633545 Iteration: 24 || Clusters count: 2 || Log posterior: -232751.3343213643 || Iter Time:0.0050580501556396484 || Total time:22.574015855789185 Iteration: 25 || Clusters count: 2 || Log posterior: -232705.11896315953 || Iter Time:0.0049610137939453125 || Total time:22.57897686958313 Iteration: 26 || Clusters count: 2 || Log posterior: -232732.5748329159 || Iter Time:0.00492095947265625 || Total time:22.583897829055786 Iteration: 27 || Clusters count: 2 || Log posterior: -232735.3856113991 || Iter Time:0.005160093307495117 || Total time:22.58905792236328 Iteration: 28 || Clusters count: 3 || Log posterior: -232422.1197226279 || Iter Time:0.0063440799713134766 || Total time:22.595402002334595 Iteration: 29 || Clusters count: 3 || Log posterior: -232273.52454974927 || Iter Time:0.005402803421020508 || Total time:22.600804805755615 Iteration: 30 || Clusters count: 3 || Log posterior: -232215.5157047917 || Iter Time:0.005921840667724609 || Total time:22.60672664642334 Iteration: 31 || Clusters count: 3 || Log posterior: -232202.14926849166 || Iter Time:0.005758047103881836 || Total time:22.61248469352722 Iteration: 32 || Clusters count: 4 || Log posterior: -231904.455239445 || Iter Time:0.007627010345458984 || Total time:22.62011170387268 Iteration: 33 || Clusters count: 4 || Log posterior: -231776.88173603098 || Iter Time:0.006106138229370117 || Total time:22.62621784210205 Iteration: 34 || Clusters count: 4 || Log posterior: -231733.25842708847 || Iter Time:0.0061969757080078125 || Total time:22.63241481781006 Iteration: 35 || Clusters count: 4 || Log posterior: -231739.3776901862 || Iter Time:0.0062408447265625 || Total time:22.63865566253662 Iteration: 36 || Clusters count: 4 || Log posterior: -231730.38488722307 || Iter Time:0.006315946578979492 || Total time:22.6449716091156 Iteration: 37 || Clusters count: 4 || Log posterior: -231731.56204485244 || Iter Time:0.006159067153930664 || Total time:22.65113067626953 Iteration: 38 || Clusters count: 4 || Log posterior: -231728.00602801936 || Iter Time:0.006072998046875 || Total time:22.657203674316406 Iteration: 39 || Clusters count: 4 || Log posterior: -231702.95304141298 || Iter Time:0.006047964096069336 || Total time:22.663251638412476 Iteration: 40 || Clusters count: 4 || Log posterior: -231715.63476481798 || Iter Time:0.00875091552734375 || Total time:22.67200255393982 Iteration: 41 || Clusters count: 4 || Log posterior: -231623.38169587523 || Iter Time:0.005918979644775391 || Total time:22.677921533584595 Loading and distributing data: 0.000762 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261736.50662416572 || Iter Time:0.0059621334075927734 || Total time:22.683883666992188 Iteration: 43 || Clusters count: 5 || Log posterior: -261243.07749395238 || Iter Time:0.0067980289459228516 || Total time:22.69068169593811 Iteration: 44 || Clusters count: 5 || Log posterior: -261161.4659536616 || Iter Time:0.006086111068725586 || Total time:22.696767807006836 Iteration: 45 || Clusters count: 5 || Log posterior: -261119.2203554154 || Iter Time:0.0061681270599365234 || Total time:22.702935934066772 Iteration: 46 || Clusters count: 5 || Log posterior: -261126.64340323588 || Iter Time:0.006208896636962891 || Total time:22.709144830703735 Iteration: 47 || Clusters count: 6 || Log posterior: -260799.84347466656 || Iter Time:0.007502079010009766 || Total time:22.716646909713745 Iteration: 48 || Clusters count: 6 || Log posterior: -260749.23680976772 || Iter Time:0.006851911544799805 || Total time:22.723498821258545 Iteration: 49 || Clusters count: 6 || Log posterior: -260740.44961977546 || Iter Time:0.006624937057495117 || Total time:22.73012375831604 Iteration: 50 || Clusters count: 6 || Log posterior: -260719.28147157846 || Iter Time:0.00664520263671875 || Total time:22.73676896095276 Iteration: 51 || Clusters count: 6 || Log posterior: -260732.81972429834 || Iter Time:0.006658077239990234 || Total time:22.74342703819275 Iteration: 52 || Clusters count: 6 || Log posterior: -260743.21868597544 || Iter Time:0.006599903106689453 || Total time:22.75002694129944 Iteration: 53 || Clusters count: 6 || Log posterior: -260742.18387196184 || Iter Time:0.00654292106628418 || Total time:22.756569862365723 Iteration: 54 || Clusters count: 6 || Log posterior: -260758.5425478881 || Iter Time:0.00652003288269043 || Total time:22.763089895248413 Iteration: 55 || Clusters count: 7 || Log posterior: -260253.42958649763 || Iter Time:0.040904998779296875 || Total time:22.80399489402771 Iteration: 56 || Clusters count: 7 || Log posterior: -260203.5386831438 || Iter Time:0.007145881652832031 || Total time:22.811140775680542 Iteration: 57 || Clusters count: 7 || Log posterior: -260185.9684613793 || Iter Time:0.007028818130493164 || Total time:22.818169593811035 Iteration: 58 || Clusters count: 7 || Log posterior: -260196.51957814276 || Iter Time:0.9409120082855225 || Total time:23.759081602096558 Iteration: 59 || Clusters count: 7 || Log posterior: -260190.64918788147 || Iter Time:0.007537126541137695 || Total time:23.766618728637695 Iteration: 60 || Clusters count: 7 || Log posterior: -260186.8775563527 || Iter Time:0.007274150848388672 || Total time:23.773892879486084 Iteration: 61 || Clusters count: 7 || Log posterior: -260189.7957061179 || Iter Time:0.007433891296386719 || Total time:23.78132677078247 Iteration: 62 || Clusters count: 7 || Log posterior: -260144.7024872883 || Iter Time:0.0069887638092041016 || Total time:23.788315534591675 Loading and distributing data: 0.000730 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259141.9496935616 || Iter Time:0.008894920349121094 || Total time:23.797210454940796 Iteration: 64 || Clusters count: 10 || Log posterior: -258676.16999964864 || Iter Time:0.009119033813476562 || Total time:23.806329488754272 Iteration: 65 || Clusters count: 10 || Log posterior: -258652.46337149208 || Iter Time:0.007788896560668945 || Total time:23.81411838531494 Iteration: 66 || Clusters count: 10 || Log posterior: -258650.09382461006 || Iter Time:0.007911920547485352 || Total time:23.822030305862427 Iteration: 67 || Clusters count: 10 || Log posterior: -258636.14363909842 || Iter Time:0.007695913314819336 || Total time:23.829726219177246 Iteration: 68 || Clusters count: 10 || Log posterior: -258644.86491215613 || Iter Time:0.007676839828491211 || Total time:23.837403059005737 Iteration: 69 || Clusters count: 10 || Log posterior: -258640.26786372164 || Iter Time:0.007739067077636719 || Total time:23.845142126083374 Iteration: 70 || Clusters count: 11 || Log posterior: -258256.07541741963 || Iter Time:0.029071807861328125 || Total time:23.874213933944702 Iteration: 71 || Clusters count: 11 || Log posterior: -258164.6638279569 || Iter Time:0.020045995712280273 || Total time:23.894259929656982 Iteration: 72 || Clusters count: 11 || Log posterior: -258145.59104960418 || Iter Time:0.00819706916809082 || Total time:23.902456998825073 Iteration: 73 || Clusters count: 11 || Log posterior: -258119.34552198419 || Iter Time:0.008690834045410156 || Total time:23.911147832870483 Iteration: 74 || Clusters count: 11 || Log posterior: -258136.74036622277 || Iter Time:0.008821964263916016 || Total time:23.9199697971344 Iteration: 75 || Clusters count: 11 || Log posterior: -258116.04793389095 || Iter Time:0.00845193862915039 || Total time:23.92842173576355 Iteration: 76 || Clusters count: 11 || Log posterior: -258128.82142232644 || Iter Time:0.00868678092956543 || Total time:23.937108516693115 Iteration: 77 || Clusters count: 11 || Log posterior: -258128.59397561103 || Iter Time:0.009905099868774414 || Total time:23.94701361656189 Iteration: 78 || Clusters count: 11 || Log posterior: -258114.81379506245 || Iter Time:0.009807109832763672 || Total time:23.956820726394653 Iteration: 79 || Clusters count: 11 || Log posterior: -258121.80274477723 || Iter Time:0.010196924209594727 || Total time:23.967017650604248 Iteration: 80 || Clusters count: 11 || Log posterior: -258113.67149333435 || Iter Time:0.010352134704589844 || Total time:23.977369785308838 Iteration: 81 || Clusters count: 11 || Log posterior: -258104.7524013955 || Iter Time:0.027202129364013672 || Total time:24.00457191467285 Iteration: 82 || Clusters count: 11 || Log posterior: -258118.94723449237 || Iter Time:0.012657880783081055 || Total time:24.017229795455933 Iteration: 83 || Clusters count: 11 || Log posterior: -258095.07409180913 || Iter Time:0.01073598861694336 || Total time:24.027965784072876 Loading and distributing data: 0.000769 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258026.81889510332 || Iter Time:0.013155937194824219 || Total time:24.0411217212677 Iteration: 85 || Clusters count: 14 || Log posterior: -257464.44437391355 || Iter Time:0.012358903884887695 || Total time:24.053480625152588 Iteration: 86 || Clusters count: 14 || Log posterior: -257432.74519609704 || Iter Time:0.011662006378173828 || Total time:24.06514263153076 Iteration: 87 || Clusters count: 15 || Log posterior: -257157.88179033782 || Iter Time:0.01285696029663086 || Total time:24.077999591827393 Iteration: 88 || Clusters count: 15 || Log posterior: -257127.62333174967 || Iter Time:0.012082099914550781 || Total time:24.090081691741943 Iteration: 89 || Clusters count: 15 || Log posterior: -257119.54549776617 || Iter Time:0.01201486587524414 || Total time:24.102096557617188 Iteration: 90 || Clusters count: 15 || Log posterior: -257107.45739055972 || Iter Time:0.0161740779876709 || Total time:24.11827063560486 Iteration: 91 || Clusters count: 15 || Log posterior: -257096.15817126902 || Iter Time:0.011931896209716797 || Total time:24.130202531814575 Iteration: 92 || Clusters count: 15 || Log posterior: -257104.43248969194 || Iter Time:0.011650800704956055 || Total time:24.14185333251953 Iteration: 93 || Clusters count: 15 || Log posterior: -257082.58864610674 || Iter Time:0.011754035949707031 || Total time:24.15360736846924 Iteration: 94 || Clusters count: 15 || Log posterior: -257079.77835640247 || Iter Time:0.011879920959472656 || Total time:24.16548728942871 Iteration: 95 || Clusters count: 15 || Log posterior: -257056.76287438854 || Iter Time:0.012020111083984375 || Total time:24.177507400512695 Iteration: 96 || Clusters count: 15 || Log posterior: -257066.38844790286 || Iter Time:0.015805959701538086 || Total time:24.193313360214233 Iteration: 97 || Clusters count: 15 || Log posterior: -257059.87377396115 || Iter Time:0.011652946472167969 || Total time:24.2049663066864 Iteration: 98 || Clusters count: 15 || Log posterior: -257081.0019515714 || Iter Time:0.011668920516967773 || Total time:24.21663522720337 Iteration: 99 || Clusters count: 15 || Log posterior: -257047.39854888723 || Iter Time:0.013403177261352539 || Total time:24.23003840446472 Iteration: 100 || Clusters count: 15 || Log posterior: -257027.64178592525 || Iter Time:0.014987945556640625 || Total time:24.245026350021362 Iteration: 101 || Clusters count: 15 || Log posterior: -257016.31565700533 || Iter Time:0.019295930862426758 || Total time:24.26432228088379 Iteration: 102 || Clusters count: 15 || Log posterior: -257024.59482182845 || Iter Time:0.016573190689086914 || Total time:24.280895471572876 Iteration: 103 || Clusters count: 15 || Log posterior: -257016.13187529292 || Iter Time:0.01655101776123047 || Total time:24.297446489334106 Iteration: 104 || Clusters count: 15 || Log posterior: -256984.05679912286 || Iter Time:0.015107154846191406 || Total time:24.312553644180298 Loading and distributing data: 0.000730 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256706.62037047133 || Iter Time:0.01714301109313965 || Total time:24.329696655273438 Iteration: 106 || Clusters count: 16 || Log posterior: -256554.24631129985 || Iter Time:0.015655994415283203 || Total time:24.34535264968872 Iteration: 107 || Clusters count: 16 || Log posterior: -256563.56466695896 || Iter Time:0.01564621925354004 || Total time:24.36099886894226 Iteration: 108 || Clusters count: 16 || Log posterior: -256569.01873361575 || Iter Time:0.0192720890045166 || Total time:24.380270957946777 Iteration: 109 || Clusters count: 17 || Log posterior: -256527.5511495969 || Iter Time:0.01600790023803711 || Total time:24.396278858184814 Iteration: 110 || Clusters count: 17 || Log posterior: -256375.85990058497 || Iter Time:0.015666961669921875 || Total time:24.411945819854736 Iteration: 111 || Clusters count: 17 || Log posterior: -256323.9375003944 || Iter Time:0.021850109100341797 || Total time:24.433795928955078 Iteration: 112 || Clusters count: 17 || Log posterior: -256340.02858037283 || Iter Time:0.015438079833984375 || Total time:24.449234008789062 Iteration: 113 || Clusters count: 17 || Log posterior: -256313.73784654937 || Iter Time:0.015120983123779297 || Total time:24.464354991912842 Iteration: 114 || Clusters count: 17 || Log posterior: -256313.92123303705 || Iter Time:0.015053033828735352 || Total time:24.479408025741577 Iteration: 115 || Clusters count: 17 || Log posterior: -256316.84024534636 || Iter Time:0.018536090850830078 || Total time:24.497944116592407 Iteration: 116 || Clusters count: 17 || Log posterior: -256314.27974355314 || Iter Time:0.01489400863647461 || Total time:24.512838125228882 Iteration: 117 || Clusters count: 17 || Log posterior: -256317.7750449663 || Iter Time:0.014860153198242188 || Total time:24.527698278427124 Iteration: 118 || Clusters count: 18 || Log posterior: -256045.3519688345 || Iter Time:0.020080089569091797 || Total time:24.547778367996216 Iteration: 119 || Clusters count: 18 || Log posterior: -256023.9772659258 || Iter Time:0.015266895294189453 || Total time:24.563045263290405 Iteration: 120 || Clusters count: 18 || Log posterior: -256028.2838046427 || Iter Time:0.018341064453125 || Total time:24.58138632774353 Iteration: 121 || Clusters count: 18 || Log posterior: -256015.93883393612 || Iter Time:0.01820683479309082 || Total time:24.59959316253662 Iteration: 122 || Clusters count: 18 || Log posterior: -256021.3450836262 || Iter Time:0.021066904067993164 || Total time:24.620660066604614 Iteration: 123 || Clusters count: 18 || Log posterior: -256023.06059722006 || Iter Time:0.01727604866027832 || Total time:24.637936115264893 Iteration: 124 || Clusters count: 18 || Log posterior: -256021.97318054148 || Iter Time:0.01832890510559082 || Total time:24.656265020370483 Iteration: 125 || Clusters count: 18 || Log posterior: -256013.3289237196 || Iter Time:0.020425081253051758 || Total time:24.676690101623535 Loading and distributing data: 0.000716 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255504.62170034737 || Iter Time:0.018643856048583984 || Total time:24.69533395767212 Iteration: 127 || Clusters count: 19 || Log posterior: -255383.45326691653 || Iter Time:0.01877307891845703 || Total time:24.714107036590576 Iteration: 128 || Clusters count: 19 || Log posterior: -255374.27317771284 || Iter Time:0.021310806274414062 || Total time:24.73541784286499 Iteration: 129 || Clusters count: 19 || Log posterior: -255383.31720369137 || Iter Time:0.01792287826538086 || Total time:24.75334072113037 Iteration: 130 || Clusters count: 19 || Log posterior: -255374.09869544627 || Iter Time:0.017896175384521484 || Total time:24.771236896514893 Iteration: 131 || Clusters count: 19 || Log posterior: -255371.9191850747 || Iter Time:0.021325111389160156 || Total time:24.792562007904053 Iteration: 132 || Clusters count: 19 || Log posterior: -255379.58075628537 || Iter Time:0.017609119415283203 || Total time:24.810171127319336 Iteration: 133 || Clusters count: 20 || Log posterior: -255055.10846102348 || Iter Time:0.019603967666625977 || Total time:24.829775094985962 Iteration: 134 || Clusters count: 20 || Log posterior: -255030.61831861374 || Iter Time:0.0230410099029541 || Total time:24.852816104888916 Iteration: 135 || Clusters count: 20 || Log posterior: -255032.20145527323 || Iter Time:0.019271135330200195 || Total time:24.872087240219116 Iteration: 136 || Clusters count: 20 || Log posterior: -255025.84178069714 || Iter Time:0.020262956619262695 || Total time:24.89235019683838 Iteration: 137 || Clusters count: 20 || Log posterior: -255029.2530589614 || Iter Time:0.023030996322631836 || Total time:24.91538119316101 Iteration: 138 || Clusters count: 20 || Log posterior: -255027.21006709023 || Iter Time:0.019284963607788086 || Total time:24.9346661567688 Iteration: 139 || Clusters count: 20 || Log posterior: -255033.34516526095 || Iter Time:0.019153118133544922 || Total time:24.953819274902344 Iteration: 140 || Clusters count: 20 || Log posterior: -255042.98018772883 || Iter Time:0.021934032440185547 || Total time:24.97575330734253 Iteration: 141 || Clusters count: 20 || Log posterior: -255027.35365083965 || Iter Time:0.021294116973876953 || Total time:24.997047424316406 Iteration: 142 || Clusters count: 20 || Log posterior: -255027.06654950228 || Iter Time:0.025027036666870117 || Total time:25.022074460983276 Iteration: 143 || Clusters count: 20 || Log posterior: -255022.2212683468 || Iter Time:0.023162841796875 || Total time:25.04523730278015 Iteration: 144 || Clusters count: 20 || Log posterior: -255024.39759218437 || Iter Time:0.022552013397216797 || Total time:25.067789316177368 Iteration: 145 || Clusters count: 20 || Log posterior: -255035.0176615472 || Iter Time:0.025957822799682617 || Total time:25.09374713897705 Iteration: 146 || Clusters count: 20 || Log posterior: -255024.39759218437 || Iter Time:0.02054882049560547 || Total time:25.114295959472656 Loading and distributing data: 0.000742 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254955.92253588873 || Iter Time:0.021677017211914062 || Total time:25.13597297668457 Iteration: 148 || Clusters count: 20 || Log posterior: -254953.03707916432 || Iter Time:0.0269620418548584 || Total time:25.16293501853943 Iteration: 149 || Clusters count: 20 || Log posterior: -254946.4454798072 || Iter Time:0.022477149963378906 || Total time:25.185412168502808 Iteration: 150 || Clusters count: 20 || Log posterior: -254951.82733382698 || Iter Time:0.02554011344909668 || Total time:25.210952281951904 Iteration: 151 || Clusters count: 20 || Log posterior: -254956.32421675604 || Iter Time:0.02267599105834961 || Total time:25.233628273010254 Iteration: 152 || Clusters count: 20 || Log posterior: -254954.99634572814 || Iter Time:0.02213883399963379 || Total time:25.255767107009888 Iteration: 153 || Clusters count: 20 || Log posterior: -254949.3501448532 || Iter Time:0.026346921920776367 || Total time:25.282114028930664 Iteration: 154 || Clusters count: 20 || Log posterior: -254949.41745453654 || Iter Time:0.022099971771240234 || Total time:25.304214000701904 Iteration: 155 || Clusters count: 20 || Log posterior: -254949.1009249623 || Iter Time:0.025490999221801758 || Total time:25.329704999923706 Iteration: 156 || Clusters count: 20 || Log posterior: -254940.76225691335 || Iter Time:0.022773027420043945 || Total time:25.35247802734375 Iteration: 157 || Clusters count: 20 || Log posterior: -254942.2408005073 || Iter Time:0.024207115173339844 || Total 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time:25.55655527114868 Iteration: 165 || Clusters count: 20 || Log posterior: -254942.06037610647 || Iter Time:0.02804398536682129 || Total time:25.584599256515503 Iteration: 166 || Clusters count: 20 || Log posterior: -254941.6533260095 || Iter Time:0.024957895278930664 || Total time:25.609557151794434 Iteration: 167 || Clusters count: 20 || Log posterior: -254941.6533260095 || Iter Time:0.022675037384033203 || Total time:25.632232189178467 Loading and distributing data: 0.000714 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254986.28566536115 || Iter Time:0.028146028518676758 || Total time:25.660378217697144 Iteration: 169 || Clusters count: 20 || Log posterior: -254971.73789671244 || Iter Time:0.0235140323638916 || Total time:25.683892250061035 Iteration: 170 || Clusters count: 20 || Log posterior: -254969.37721613992 || Iter Time:0.026320934295654297 || Total time:25.71021318435669 Iteration: 171 || Clusters count: 20 || Log posterior: -254970.1703296404 || Iter Time:0.022597074508666992 || Total time:25.732810258865356 Iteration: 172 || Clusters count: 20 || Log posterior: -254964.91183837716 || Iter Time:0.022499799728393555 || Total time:25.75531005859375 Iteration: 173 || Clusters count: 20 || Log posterior: -254967.6651110455 || Iter Time:0.026437997817993164 || Total time:25.781748056411743 Iteration: 174 || Clusters count: 20 || Log posterior: -254970.1208411632 || Iter Time:0.023018836975097656 || Total time:25.80476689338684 Iteration: 175 || Clusters count: 20 || Log posterior: -254966.77058493538 || Iter Time:0.02674102783203125 || Total time:25.831507921218872 Iteration: 176 || Clusters count: 20 || Log posterior: -254968.02893115467 || Iter Time:0.02267909049987793 || Total time:25.85418701171875 Iteration: 177 || Clusters count: 20 || Log posterior: -254969.68171544845 || Iter Time:0.02275395393371582 || Total time:25.876940965652466 Iteration: 178 || Clusters count: 20 || Log posterior: -254965.27667971476 || Iter Time:0.026449203491210938 || Total time:25.903390169143677 Iteration: 179 || Clusters count: 20 || Log posterior: -254973.74941537427 || Iter Time:0.022726058959960938 || Total time:25.926116228103638 Iteration: 180 || Clusters count: 20 || Log posterior: -254966.66856027962 || Iter Time:0.02614617347717285 || Total time:25.95226240158081 Iteration: 181 || Clusters count: 20 || Log posterior: -254966.71080290954 || Iter Time:0.02254796028137207 || Total time:25.974810361862183 Iteration: 182 || Clusters count: 20 || Log posterior: -254971.599234263 || Iter Time:0.024165868759155273 || Total time:25.998976230621338 Iteration: 183 || Clusters count: 20 || Log posterior: -254971.26510319585 || Iter Time:0.03001093864440918 || Total time:26.028987169265747 Iteration: 184 || Clusters count: 20 || Log posterior: -254972.17247356856 || Iter Time:0.02575516700744629 || Total time:26.054742336273193 Iteration: 185 || Clusters count: 20 || Log posterior: -254971.98765987056 || Iter Time:0.029582977294921875 || Total time:26.084325313568115 Iteration: 186 || Clusters count: 20 || Log posterior: -254974.20634511407 || Iter Time:0.02626180648803711 || Total time:26.110587120056152 Iteration: 187 || Clusters count: 20 || Log posterior: -254967.23914727554 || Iter Time:0.026686906814575195 || Total time:26.137274026870728 Iteration: 188 || Clusters count: 20 || Log posterior: -254967.23914727554 || Iter Time:0.028723955154418945 || Total time:26.165997982025146 Loading and distributing data: 0.000999 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254926.06348733892 || Iter Time:0.027441024780273438 || Total time:26.19343900680542 Iteration: 190 || Clusters count: 20 || Log posterior: -254923.6094923768 || Iter Time:0.028707027435302734 || Total time:26.222146034240723 Iteration: 191 || Clusters count: 20 || Log posterior: -254918.4575287524 || Iter Time:0.0235140323638916 || Total time:26.245660066604614 Iteration: 192 || Clusters count: 20 || Log posterior: -254918.582611163 || Iter Time:0.023891925811767578 || Total time:26.269551992416382 Iteration: 193 || Clusters count: 20 || Log posterior: -254914.8257590586 || Iter Time:0.02783513069152832 || Total time:26.29738712310791 Iteration: 194 || Clusters count: 20 || Log posterior: -254914.46962880183 || Iter Time:0.023944854736328125 || Total time:26.32133197784424 Iteration: 195 || Clusters count: 20 || Log posterior: -254913.5881565043 || Iter Time:0.02880716323852539 || Total time:26.350139141082764 Iteration: 196 || Clusters count: 20 || Log posterior: -254910.8286784034 || Iter Time:0.025485992431640625 || Total time:26.375625133514404 Iteration: 197 || Clusters count: 20 || Log posterior: -254913.51498811878 || Iter Time:0.023398160934448242 || Total time:26.399023294448853 Iteration: 198 || Clusters count: 20 || Log posterior: -254916.35127003683 || Iter Time:0.026318073272705078 || Total time:26.425341367721558 Iteration: 199 || Clusters count: 20 || Log posterior: -254914.88463783698 || Iter Time:0.022233963012695312 || Total time:26.447575330734253 Iteration: 200 || Clusters count: 20 || Log posterior: -254914.00137002455 || Iter Time:0.0256960391998291 || Total time:26.473271369934082 Iteration: 201 || Clusters count: 20 || Log posterior: -254910.60118745526 || Iter Time:0.022057056427001953 || Total time:26.495328426361084 Iteration: 202 || Clusters count: 20 || Log posterior: -254913.3462500916 || Iter Time:0.022608041763305664 || Total time:26.51793646812439 Iteration: 203 || Clusters count: 20 || Log posterior: -254911.69787108595 || Iter Time:0.02498912811279297 || Total time:26.542925596237183 Iteration: 204 || Clusters count: 20 || Log posterior: -254912.51281765036 || Iter Time:0.021820068359375 || Total time:26.564745664596558 Iteration: 205 || Clusters count: 20 || Log posterior: -254916.8107153934 || Iter Time:0.024839162826538086 || Total time:26.589584827423096 Iteration: 206 || Clusters count: 20 || Log posterior: -254910.50541774885 || Iter Time:0.023779869079589844 || Total time:26.613364696502686 Iteration: 207 || Clusters count: 20 || Log posterior: -254909.6904711844 || Iter Time:0.028371095657348633 || Total time:26.641735792160034 Iteration: 208 || Clusters count: 20 || Log posterior: -254918.49640950427 || Iter Time:0.028851032257080078 || Total time:26.670586824417114 Iteration: 209 || Clusters count: 20 || Log posterior: -254909.6904711844 || Iter Time:0.021615028381347656 || Total time:26.692201852798462 NMI: 0.7905965657422722 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m21.4s [41330, 107722, 80226, 74116, 122158, 10230, 69378, 5023, 17755, 16040, 89521, 34676, 68486, 313, 12595, 162052, 19752, 47457, 12512, 8658] Loading and distributing data: 0.000166 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:4.866426944732666 || Total time:4.866426944732666 Iteration: 1 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.0020608901977539062 || Total time:4.86848783493042 Iteration: 2 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.0016591548919677734 || Total time:4.870146989822388 Iteration: 3 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.0016131401062011719 || Total time:4.871760129928589 Iteration: 4 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.0015671253204345703 || Total time:4.873327255249023 Iteration: 5 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.001583099365234375 || Total time:4.874910354614258 Iteration: 6 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.001522064208984375 || Total time:4.876432418823242 Iteration: 7 || Clusters count: 1 || Log posterior: -6477.353137906832 || Iter Time:0.0014450550079345703 || Total time:4.877877473831177 Iteration: 8 || Clusters count: 2 || Log posterior: -6234.43186095975 || Iter Time:0.1479959487915039 || Total time:5.025873422622681 Iteration: 9 || Clusters count: 2 || Log posterior: -6218.756812811282 || Iter Time:0.0021009445190429688 || Total time:5.027974367141724 Iteration: 10 || Clusters count: 2 || Log posterior: -6199.327439148805 || Iter Time:0.0019369125366210938 || Total time:5.029911279678345 Iteration: 11 || Clusters count: 2 || Log posterior: -6219.59491279589 || Iter Time:0.0018830299377441406 || Total time:5.031794309616089 Iteration: 12 || Clusters count: 2 || Log posterior: -6250.56027905655 || Iter Time:0.0018169879913330078 || Total time:5.033611297607422 Iteration: 13 || Clusters count: 2 || Log posterior: -6219.779700970511 || Iter Time:0.0018358230590820312 || Total time:5.035447120666504 Iteration: 14 || Clusters count: 2 || Log posterior: -6194.416256519482 || Iter Time:0.001840829849243164 || Total time:5.037287950515747 Iteration: 15 || Clusters count: 2 || Log posterior: -6207.465191493249 || Iter Time:0.0017900466918945312 || Total time:5.039077997207642 Iteration: 16 || Clusters count: 2 || Log posterior: -6220.491122094301 || Iter Time:0.0018038749694824219 || Total time:5.040881872177124 Iteration: 17 || Clusters count: 2 || Log posterior: -6222.379381509779 || Iter Time:0.0018329620361328125 || Total time:5.042714834213257 Iteration: 18 || Clusters count: 3 || Log posterior: -6082.975860266113 || Iter Time:0.0036170482635498047 || Total time:5.046331882476807 Iteration: 19 || Clusters count: 3 || Log posterior: -6008.452963486538 || Iter Time:0.002341032028198242 || Total time:5.048672914505005 Iteration: 20 || Clusters count: 3 || Log posterior: -6009.006475373149 || Iter Time:0.0023119449615478516 || Total time:5.050984859466553 Iteration: 21 || Clusters count: 3 || Log posterior: -5983.539474701785 || Iter Time:0.0022590160369873047 || Total time:5.05324387550354 Iteration: 22 || Clusters count: 3 || Log posterior: -5984.490945321381 || Iter Time:0.002282857894897461 || Total time:5.0555267333984375 Iteration: 23 || Clusters count: 3 || Log posterior: -5981.849515078707 || Iter Time:0.0022940635681152344 || Total time:5.057820796966553 Iteration: 24 || Clusters count: 3 || Log posterior: -5963.07210472815 || Iter Time:0.0023369789123535156 || Total time:5.060157775878906 Iteration: 25 || Clusters count: 3 || Log posterior: -5985.197550553414 || Iter Time:0.002346038818359375 || Total time:5.062503814697266 Iteration: 26 || Clusters count: 3 || Log posterior: -6019.494424078232 || Iter Time:0.002318859100341797 || Total time:5.064822673797607 Iteration: 27 || Clusters count: 3 || Log posterior: -5990.434951134399 || Iter Time:0.0023088455200195312 || Total time:5.067131519317627 Iteration: 28 || Clusters count: 4 || Log posterior: -5979.316020934119 || Iter Time:0.0038559436798095703 || Total time:5.0709874629974365 Iteration: 29 || Clusters count: 4 || Log posterior: -5961.821237726332 || Iter Time:0.0026590824127197266 || Total time:5.073646545410156 Iteration: 30 || Clusters count: 4 || Log posterior: -5850.181685544503 || Iter Time:1.3631219863891602 || Total time:6.436768531799316 false [2, 3, 3, 1, 3, 2, 1, 2, 2, 2, 2, 1, 1, 2, 1, 2, 1, 2, 2, 2, 2, 1, 1, 1, 2, 1, 2, 2, 3, 1, 1, 3, 1, 1, 1, 4, 3, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 3, 3, 1, 3, 2, 1, 2, 2, 2, 2, 1, 1, 2, 1, 2, 1, 2, 2, 2, 2, 1, 1, 1, 2, 1, 2, 2, 3, 1, 1, 3, 1, 1, 1, 4, 3, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000158 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5740.140095789714 || Iter Time:0.02712106704711914 || Total time:6.4638895988464355 Iteration: 32 || Clusters count: 4 || Log posterior: -5670.728926597929 || Iter Time:0.004266023635864258 || Total time:6.4681556224823 Loading and distributing data: 0.000135 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 4 || Log posterior: -4877.205161497827 || Iter Time:0.0026848316192626953 || Total time:6.4708404541015625 Iteration: 34 || Clusters count: 4 || Log posterior: -4784.617326812763 || Iter Time:0.004148006439208984 || Total time:6.4749884605407715 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 4 || Log posterior: -4607.182254199137 || Iter Time:0.002819061279296875 || Total time:6.477807521820068 Iteration: 36 || Clusters count: 4 || Log posterior: -4502.235819106358 || Iter Time:0.004189014434814453 || Total time:6.481996536254883 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 4 || Log posterior: -4592.107533961088 || Iter Time:0.002669811248779297 || Total time:6.484666347503662 Iteration: 38 || Clusters count: 4 || Log posterior: -4520.225882270868 || Iter Time:0.004247903823852539 || Total time:6.488914251327515 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4601.006279362097 || Iter Time:0.00292205810546875 || Total time:6.491836309432983 Iteration: 40 || Clusters count: 4 || Log posterior: -4532.626280350911 || Iter Time:0.004314899444580078 || Total time:6.4961512088775635 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4594.434347676304 || Iter Time:0.0027709007263183594 || Total time:6.498922109603882 Iteration: 42 || Clusters count: 4 || Log posterior: -4527.244310461885 || Iter Time:0.08804893493652344 || Total time:6.586971044540405 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 4 || Log posterior: -4589.753354188525 || Iter Time:0.0031189918518066406 || Total time:6.590090036392212 Iteration: 44 || Clusters count: 4 || Log posterior: -4527.546868267889 || Iter Time:0.004500150680541992 || Total time:6.594590187072754 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 4 || Log posterior: -4565.913033845554 || Iter Time:0.0031490325927734375 || Total time:6.597739219665527 Iteration: 46 || Clusters count: 4 || Log posterior: -4513.246419702088 || Iter Time:0.004477977752685547 || Total time:6.602217197418213 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 4 || Log posterior: -4584.087624014051 || Iter Time:0.0031828880310058594 || Total time:6.605400085449219 Iteration: 48 || Clusters count: 4 || Log posterior: -4506.303898987735 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|| Log posterior: -4253.015673237905 || Iter Time:0.004266977310180664 || Total time:16.407241344451904 Iteration: 1856 || Clusters count: 5 || Log posterior: -4193.446421166244 || Iter Time:0.006127119064331055 || Total time:16.413368463516235 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 5 || Log posterior: -4312.673271015148 || Iter Time:0.004570960998535156 || Total time:16.41793942451477 Iteration: 1858 || Clusters count: 5 || Log posterior: -4247.176841405571 || Iter Time:0.0062601566314697266 || Total time:16.42419958114624 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 5 || Log posterior: -4314.286669103442 || Iter Time:0.004447221755981445 || Total time:16.42864680290222 Iteration: 1860 || Clusters count: 5 || Log posterior: -4255.602262965619 || Iter Time:0.006062030792236328 || Total time:16.434708833694458 Loading and distributing data: 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Iteration: 1872 || Clusters count: 5 || Log posterior: -4211.59839095099 || Iter Time:0.006324052810668945 || Total time:16.500515699386597 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 5 || Log posterior: -4279.163210505858 || Iter Time:0.0049359798431396484 || Total time:16.505451679229736 Iteration: 1874 || Clusters count: 5 || Log posterior: -4230.235841874464 || Iter Time:0.00666499137878418 || Total time:16.51211667060852 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 5 || Log posterior: -4264.403354587319 || Iter Time:0.027380943298339844 || Total time:16.53949761390686 Iteration: 1876 || Clusters count: 5 || Log posterior: -4210.6781108932055 || Iter Time:0.0063588619232177734 || Total time:16.545856475830078 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 5 || Log posterior: -4292.188662149968 || Iter Time:0.004619121551513672 || Total time:16.550475597381592 Iteration: 1878 || Clusters count: 5 || Log posterior: -4237.672197418918 || Iter Time:0.006281137466430664 || Total time:16.556756734848022 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 5 || Log posterior: -4292.1321543879285 || Iter Time:0.0047719478607177734 || Total time:16.56152868270874 Iteration: 1880 || Clusters count: 5 || Log posterior: -4226.112013193038 || Iter Time:0.006201982498168945 || Total time:16.56773066520691 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 5 || Log posterior: -4228.512135071074 || Iter Time:0.004449129104614258 || Total time:16.572179794311523 Iteration: 1882 || Clusters count: 5 || Log posterior: -4192.587263663525 || Iter Time:0.006114959716796875 || Total time:16.57829475402832 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 5 || Log posterior: -4216.83994881123 || Iter Time:0.004365205764770508 || Total time:16.58265995979309 Iteration: 1884 || Clusters count: 5 || Log posterior: -4156.826750139873 || Iter Time:0.00601506233215332 || Total time:16.588675022125244 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 5 || Log posterior: -4258.726825936908 || Iter Time:0.004333972930908203 || Total time:16.593008995056152 Iteration: 1886 || Clusters count: 5 || Log posterior: -4209.8914434408025 || Iter Time:0.006443023681640625 || Total time:16.599452018737793 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 5 || Log posterior: -4254.039047901364 || Iter Time:0.004725933074951172 || Total time:16.604177951812744 Iteration: 1888 || Clusters count: 5 || Log posterior: -4205.707550572441 || Iter Time:0.006266117095947266 || Total time:16.61044406890869 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 5 || Log posterior: -4242.342763908506 || Iter Time:0.004385948181152344 || Total time:16.614830017089844 Iteration: 1890 || Clusters count: 5 || Log posterior: -4175.404835560647 || Iter Time:0.006164073944091797 || Total time:16.620994091033936 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 5 || Log posterior: -4239.596172739928 || Iter Time:0.004272937774658203 || Total time:16.625267028808594 Iteration: 1892 || Clusters count: 5 || Log posterior: -4180.39168250163 || Iter Time:0.0060520172119140625 || Total time:16.631319046020508 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 5 || Log posterior: -4272.702985056158 || Iter Time:0.004369020462036133 || Total time:16.635688066482544 Iteration: 1894 || Clusters count: 5 || Log posterior: -4203.195635730422 || Iter Time:0.006028175354003906 || Total time:16.641716241836548 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 5 || Log posterior: -4308.755551398709 || Iter Time:0.004449129104614258 || Total time:16.646165370941162 Iteration: 1896 || Clusters count: 5 || Log posterior: -4236.968966275308 || Iter Time:0.006031990051269531 || Total time:16.65219736099243 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 5 || Log posterior: -4291.078844864397 || Iter Time:0.00433802604675293 || Total time:16.656535387039185 Iteration: 1898 || Clusters count: 5 || Log posterior: -4230.999191566937 || Iter Time:0.005856037139892578 || Total time:16.662391424179077 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 5 || Log posterior: -4244.86407578036 || Iter Time:0.004227876663208008 || Total time:16.666619300842285 Iteration: 1900 || Clusters count: 5 || Log posterior: -4191.848165580693 || Iter Time:0.005877971649169922 || Total time:16.672497272491455 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 5 || Log posterior: -4312.067058191545 || Iter Time:0.004257917404174805 || Total time:16.67675518989563 Iteration: 1902 || Clusters count: 5 || Log posterior: -4257.189959495529 || Iter Time:0.005911111831665039 || Total time:16.682666301727295 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 5 || Log posterior: -4291.694085673303 || Iter Time:0.004209041595458984 || Total time:16.686875343322754 Iteration: 1904 || Clusters count: 5 || Log posterior: -4236.67568229757 || Iter Time:0.005761861801147461 || Total time:16.6926372051239 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 5 || Log posterior: -4259.493703978311 || Iter Time:0.003991842269897461 || Total time:16.6966290473938 Iteration: 1906 || Clusters count: 5 || Log posterior: -4209.736816967748 || Iter Time:0.005917072296142578 || Total time:16.70254611968994 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 5 || Log posterior: -4193.24302419424 || Iter Time:0.004338979721069336 || Total time:16.70688509941101 Iteration: 1908 || Clusters count: 5 || Log posterior: -4144.631478601673 || Iter Time:0.006072998046875 || Total time:16.712958097457886 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 5 || Log posterior: -4221.5663463760875 || Iter Time:0.004199981689453125 || Total time:16.71715807914734 Iteration: 1910 || Clusters count: 5 || Log posterior: -4150.630337135752 || Iter Time:0.005921125411987305 || Total time:16.723079204559326 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 5 || Log posterior: -4286.83905045676 || Iter Time:0.00421595573425293 || Total time:16.72729516029358 Iteration: 1912 || Clusters count: 5 || Log posterior: -4210.315604426785 || Iter Time:0.0059051513671875 || Total time:16.733200311660767 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 5 || Log posterior: -4267.667104831746 || Iter Time:0.0043179988861083984 || Total time:16.737518310546875 Iteration: 1914 || Clusters count: 5 || Log posterior: -4212.30471531414 || Iter Time:0.006053924560546875 || Total time:16.743572235107422 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 5 || Log posterior: -4241.114119391545 || Iter Time:0.004387855529785156 || Total time:16.747960090637207 Iteration: 1916 || Clusters count: 5 || Log posterior: -4194.193562029424 || Iter Time:0.005932807922363281 || Total time:16.75389289855957 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 5 || Log posterior: -4241.464399576485 || Iter Time:0.004225015640258789 || Total time:16.75811791419983 Iteration: 1918 || Clusters count: 5 || Log posterior: -4204.017645222559 || Iter Time:0.0060079097747802734 || Total time:16.76412582397461 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 5 || Log posterior: -4291.234253608324 || Iter Time:0.004369974136352539 || Total time:16.768495798110962 Iteration: 1920 || Clusters count: 5 || Log posterior: -4233.51715815098 || Iter Time:0.006247043609619141 || Total time:16.77474284172058 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 5 || Log posterior: -4279.210671602594 || Iter Time:0.004477024078369141 || Total time:16.77921986579895 Iteration: 1922 || Clusters count: 5 || Log posterior: -4202.776236034791 || Iter Time:0.006357908248901367 || Total time:16.78557777404785 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 5 || Log posterior: -4261.232324117044 || Iter Time:0.004456043243408203 || Total time:16.79003381729126 Iteration: 1924 || Clusters count: 5 || Log posterior: -4216.997865902648 || Iter Time:0.006133079528808594 || Total time:16.79616689682007 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 5 || Log posterior: -4287.293465487605 || Iter Time:0.004642963409423828 || Total time:16.800809860229492 Iteration: 1926 || Clusters count: 5 || Log posterior: -4230.314041171731 || Iter Time:0.0061490535736083984 || Total time:16.8069589138031 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 5 || Log posterior: -4249.78005244824 || Iter Time:0.0043849945068359375 || Total time:16.811343908309937 Iteration: 1928 || Clusters count: 5 || Log posterior: -4200.560565041394 || Iter Time:0.00619196891784668 || Total time:16.817535877227783 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 5 || Log posterior: -4206.335414349392 || Iter Time:0.004405021667480469 || Total time:16.821940898895264 Iteration: 1930 || Clusters count: 5 || Log posterior: -4157.46499385919 || Iter Time:0.0060939788818359375 || Total time:16.8280348777771 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 5 || Log posterior: -4228.104776576312 || Iter Time:0.004630088806152344 || Total time:16.832664966583252 Iteration: 1932 || Clusters count: 5 || Log posterior: -4175.413304424421 || Iter Time:0.006278038024902344 || Total time:16.838943004608154 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 5 || Log posterior: -4245.675942312311 || Iter Time:0.004332065582275391 || Total time:16.84327507019043 Iteration: 1934 || Clusters count: 5 || Log posterior: -4169.66926845452 || Iter Time:0.005660057067871094 || Total time:16.8489351272583 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 5 || Log posterior: -4249.43240911158 || Iter Time:0.004461050033569336 || Total time:16.85339617729187 Iteration: 1936 || Clusters count: 5 || Log posterior: -4175.968388276826 || Iter Time:0.005970001220703125 || Total time:16.859366178512573 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 5 || Log posterior: -4219.121493504191 || Iter Time:0.004219770431518555 || Total time:16.863585948944092 Iteration: 1938 || Clusters count: 5 || Log posterior: -4185.49807578637 || Iter Time:0.0057260990142822266 || Total time:16.869312047958374 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 5 || Log posterior: -4250.409668879712 || Iter Time:0.0041751861572265625 || Total time:16.8734872341156 Iteration: 1940 || Clusters count: 5 || Log posterior: -4176.416948118561 || Iter Time:0.005827903747558594 || Total time:16.87931513786316 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 5 || Log posterior: -4268.841051404424 || Iter Time:0.0042188167572021484 || Total time:16.88353395462036 Iteration: 1942 || Clusters count: 5 || Log posterior: -4209.894004301768 || Iter Time:0.005956172943115234 || Total time:16.889490127563477 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 5 || Log posterior: -4264.812460151983 || Iter Time:0.004411935806274414 || Total time:16.89390206336975 Iteration: 1944 || Clusters count: 5 || Log posterior: -4221.595262813861 || Iter Time:0.005917072296142578 || Total time:16.899819135665894 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 5 || Log posterior: -4265.11274423797 || Iter Time:0.004177093505859375 || Total time:16.903996229171753 Iteration: 1946 || Clusters count: 5 || Log posterior: -4200.104610969122 || Iter Time:0.005898952484130859 || Total time:16.909895181655884 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 5 || Log posterior: -4269.511049979127 || Iter Time:0.004235982894897461 || Total time:16.91413116455078 Iteration: 1948 || Clusters count: 5 || Log posterior: -4216.139593726491 || Iter Time:0.005987882614135742 || Total time:16.920119047164917 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 5 || Log posterior: -4308.696179602281 || Iter Time:0.004325151443481445 || Total time:16.9244441986084 Iteration: 1950 || Clusters count: 5 || Log posterior: -4236.892751861159 || Iter Time:0.005789041519165039 || Total time:16.930233240127563 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 5 || Log posterior: -4259.030542481502 || Iter Time:0.0042040348052978516 || Total time:16.93443727493286 Iteration: 1952 || Clusters count: 5 || Log posterior: -4195.0186079682035 || Iter Time:0.005697965621948242 || Total time:16.94013524055481 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 5 || Log posterior: -4280.571087235314 || Iter Time:0.00451207160949707 || Total time:16.944647312164307 Iteration: 1954 || Clusters count: 5 || Log posterior: -4216.821575291671 || Iter Time:0.027309179306030273 || Total time:16.971956491470337 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 5 || Log posterior: -4301.969830405695 || Iter Time:0.0042819976806640625 || Total time:16.976238489151 Iteration: 1956 || Clusters count: 5 || Log posterior: -4218.644965225487 || Iter Time:0.006173133850097656 || Total time:16.9824116230011 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 5 || Log posterior: -4301.27973508859 || Iter Time:0.0043790340423583984 || Total time:16.986790657043457 Iteration: 1958 || Clusters count: 5 || Log posterior: -4233.713757431115 || Iter Time:0.006253957748413086 || Total time:16.99304461479187 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 5 || Log posterior: -4283.3861268565015 || Iter Time:0.0051419734954833984 || Total time:16.998186588287354 Iteration: 1960 || Clusters count: 5 || Log posterior: -4230.007985814554 || Iter Time:0.007151126861572266 || Total time:17.005337715148926 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 5 || Log posterior: -4271.9570210561005 || Iter Time:0.00498199462890625 || Total time:17.010319709777832 Iteration: 1962 || Clusters count: 5 || Log posterior: -4204.795296102564 || Iter Time:0.007070064544677734 || Total time:17.01738977432251 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 5 || Log posterior: -4296.052788507166 || Iter Time:0.004827976226806641 || Total time:17.022217750549316 Iteration: 1964 || Clusters count: 5 || Log posterior: -4233.374174220227 || Iter Time:0.006325960159301758 || Total time:17.028543710708618 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 5 || Log posterior: -4272.303431495285 || Iter Time:0.004261016845703125 || Total time:17.03280472755432 Iteration: 1966 || Clusters count: 5 || Log posterior: -4217.306334802467 || Iter Time:0.006428956985473633 || Total time:17.039233684539795 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 5 || Log posterior: -4232.615287168231 || Iter Time:0.004199028015136719 || Total time:17.04343271255493 Iteration: 1968 || Clusters count: 5 || Log posterior: -4187.923893495637 || Iter Time:0.005858898162841797 || Total time:17.049291610717773 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 5 || Log posterior: -4223.139214670562 || Iter Time:0.0042569637298583984 || Total time:17.053548574447632 Iteration: 1970 || Clusters count: 5 || Log posterior: -4184.829520430997 || Iter Time:0.005845069885253906 || Total time:17.059393644332886 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 5 || Log posterior: -4256.073023621234 || Iter Time:0.004644155502319336 || Total time:17.064037799835205 Iteration: 1972 || Clusters count: 5 || Log posterior: -4194.966285445312 || Iter Time:0.0062329769134521484 || Total time:17.070270776748657 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 5 || Log posterior: -4268.705094815548 || Iter Time:0.004307985305786133 || Total time:17.074578762054443 Iteration: 1974 || Clusters count: 5 || Log posterior: -4195.78012377144 || Iter Time:0.005873203277587891 || Total time:17.08045196533203 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 5 || Log posterior: -4226.153406343774 || Iter Time:0.0041348934173583984 || Total time:17.08458685874939 Iteration: 1976 || Clusters count: 5 || Log posterior: -4173.139618234199 || Iter Time:0.005812883377075195 || Total time:17.090399742126465 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 5 || Log posterior: -4266.480304978956 || Iter Time:0.004293918609619141 || Total time:17.094693660736084 Iteration: 1978 || Clusters count: 5 || Log posterior: -4208.794702734795 || Iter Time:0.006006956100463867 || Total time:17.100700616836548 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 5 || Log posterior: -4258.2394620295045 || Iter Time:0.004324913024902344 || Total time:17.10502552986145 Iteration: 1980 || Clusters count: 5 || Log posterior: -4209.352985419401 || Iter Time:0.005991935729980469 || Total time:17.11101746559143 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 5 || Log posterior: -4252.495312131601 || Iter Time:0.0047719478607177734 || Total time:17.11578941345215 Iteration: 1982 || Clusters count: 5 || Log posterior: -4211.417335421111 || Iter Time:0.005980968475341797 || Total time:17.12177038192749 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 5 || Log posterior: -4227.40075618597 || Iter Time:0.0043239593505859375 || Total time:17.126094341278076 Iteration: 1984 || Clusters count: 5 || Log posterior: -4168.9471952355325 || Iter Time:0.005982875823974609 || Total time:17.13207721710205 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 5 || Log posterior: -4253.239097748797 || Iter Time:0.0038161277770996094 || Total time:17.13589334487915 Iteration: 1986 || Clusters count: 5 || Log posterior: -4193.177184504007 || Iter Time:0.005887031555175781 || Total time:17.141780376434326 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 5 || Log posterior: -4249.108159965081 || Iter Time:0.004539012908935547 || Total time:17.14631938934326 Iteration: 1988 || Clusters count: 5 || Log posterior: -4201.708495084307 || Iter Time:0.006393909454345703 || Total time:17.152713298797607 Loading and distributing data: 0.000206 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 5 || Log posterior: -4271.143049641834 || Iter Time:0.004790067672729492 || Total time:17.157503366470337 Iteration: 1990 || Clusters count: 5 || Log posterior: -4211.212763805552 || Iter Time:0.006493091583251953 || Total time:17.16399645805359 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 5 || Log posterior: -4260.985079497205 || Iter Time:0.004581928253173828 || Total time:17.168578386306763 Iteration: 1992 || Clusters count: 5 || Log posterior: -4211.067769941451 || Iter Time:0.006242990493774414 || Total time:17.174821376800537 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 5 || Log posterior: -4262.345228157944 || Iter Time:0.004684925079345703 || Total time:17.179506301879883 Iteration: 1994 || Clusters count: 5 || Log posterior: -4187.462955214204 || Iter Time:0.00637507438659668 || Total time:17.18588137626648 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 5 || Log posterior: -4229.225810405456 || Iter Time:0.004699230194091797 || Total time:17.19058060646057 Iteration: 1996 || Clusters count: 5 || Log posterior: -4179.84715382742 || Iter Time:0.00638580322265625 || Total time:17.196966409683228 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 5 || Log posterior: -4272.236644647546 || Iter Time:0.0046749114990234375 || Total time:17.20164132118225 Iteration: 1998 || Clusters count: 5 || Log posterior: -4208.614833798751 || Iter Time:0.0064849853515625 || Total time:17.208126306533813 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 5 || Log posterior: -4302.794953721973 || Iter Time:0.0046880245208740234 || Total time:17.212814331054688 Iteration: 2000 || Clusters count: 5 || Log posterior: -4233.41371105591 || Iter Time:0.006499052047729492 || Total time:17.219313383102417 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 5 || Log posterior: -4294.912625462319 || Iter Time:0.00506591796875 || Total time:17.224379301071167 Iteration: 2002 || Clusters count: 5 || Log posterior: -4221.954153532513 || Iter Time:0.0065457820892333984 || Total time:17.2309250831604 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 5 || Log posterior: -4251.581769094243 || Iter Time:0.0045778751373291016 || Total time:17.23550295829773 Iteration: 2004 || Clusters count: 5 || Log posterior: -4216.008749689545 || Iter Time:0.006448984146118164 || Total time:17.241951942443848 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 5 || Log posterior: -4272.954373174592 || Iter Time:0.004703998565673828 || Total time:17.24665594100952 Iteration: 2006 || Clusters count: 5 || Log posterior: -4236.400886710406 || Iter Time:0.0063669681549072266 || Total time:17.25302290916443 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 5 || Log posterior: -4311.413663935451 || Iter Time:0.004760026931762695 || Total time:17.25778293609619 Iteration: 2008 || Clusters count: 5 || Log posterior: -4252.160127150507 || Iter Time:0.0064699649810791016 || Total time:17.26425290107727 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 5 || Log posterior: -4299.204033600527 || Iter Time:0.004681825637817383 || Total time:17.268934726715088 Iteration: 2010 || Clusters count: 5 || Log posterior: -4214.507847519299 || Iter Time:0.006392002105712891 || Total time:17.2753267288208 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 5 || Log posterior: -4230.789365802342 || Iter Time:0.00466609001159668 || Total time:17.279992818832397 Iteration: 2012 || Clusters count: 5 || Log posterior: -4191.554374062778 || Iter Time:0.006236076354980469 || Total time:17.286228895187378 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 5 || Log posterior: -4247.3245364063505 || Iter Time:0.00467991828918457 || Total time:17.290908813476562 Iteration: 2014 || Clusters count: 5 || Log posterior: -4187.129770324476 || Iter Time:0.006390094757080078 || Total time:17.297298908233643 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 5 || Log posterior: -4264.341625798266 || Iter Time:0.0044879913330078125 || Total time:17.30178689956665 Iteration: 2016 || Clusters count: 5 || Log posterior: -4206.1302197763525 || Iter Time:0.005409955978393555 || Total time:17.307196855545044 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 5 || Log posterior: -4197.332089383113 || Iter Time:0.004324913024902344 || Total time:17.311521768569946 Iteration: 2018 || Clusters count: 5 || Log posterior: -4164.520355559867 || Iter Time:0.006170034408569336 || Total time:17.317691802978516 Loading and distributing data: 0.000195 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 5 || Log posterior: -4270.783318008605 || Iter Time:0.004334211349487305 || Total time:17.322026014328003 Iteration: 2020 || Clusters count: 5 || Log posterior: -4207.701978487778 || Iter Time:0.0061490535736083984 || Total time:17.32817506790161 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 5 || Log posterior: -4239.37553957675 || Iter Time:0.004094123840332031 || Total time:17.332269191741943 Iteration: 2022 || Clusters count: 5 || Log posterior: -4207.057485654029 || Iter Time:0.005799055099487305 || Total time:17.33806824684143 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 5 || Log posterior: -4264.439064629493 || Iter Time:0.004321098327636719 || Total time:17.342389345169067 Iteration: 2024 || Clusters count: 5 || Log posterior: -4213.739109941902 || Iter Time:0.005869865417480469 || Total time:17.348259210586548 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 5 || Log posterior: -4235.806777509959 || Iter Time:0.004266023635864258 || Total time:17.352525234222412 Iteration: 2026 || Clusters count: 5 || Log posterior: -4180.215533163334 || Iter Time:0.00572514533996582 || Total time:17.358250379562378 Loading and distributing data: 0.000184 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 5 || Log posterior: -4254.690316532239 || Iter Time:0.004678010940551758 || Total time:17.36292839050293 Iteration: 2028 || Clusters count: 5 || Log posterior: -4183.573267866092 || Iter Time:0.006434917449951172 || Total time:17.36936330795288 Avg NMI: 0.6092355503248276 Full NMI: 0.6030918792392534 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m08.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 168.47s PkgEval succeeded after 362.22s