Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1162 (f0ece4ad9a*) started at 2025-09-18T18:07:33.144 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.96s ################################################################################ # 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 v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [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 v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.2+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.0+0 [3f19e933] + p7zip_jll v17.6.0+0 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 4.83s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 120.52s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_YM8ZDl/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 v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_YM8ZDl/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [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 v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [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 v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [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 v1.13.0 [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 v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.2+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.0+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.362059 seconds (980.68 k allocations: 59.970 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:16.24683403968811 || Total time:16.24683403968811 Iteration: 1 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005827903747558594 || Total time:16.25266194343567 Iteration: 2 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005524158477783203 || Total time:16.258186101913452 Iteration: 3 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005505084991455078 || Total time:16.263691186904907 Iteration: 4 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005129814147949219 || Total time:16.268821001052856 Iteration: 5 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.01571202278137207 || Total time:16.28453302383423 Iteration: 6 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005260944366455078 || Total time:16.289793968200684 Iteration: 7 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.00516510009765625 || Total time:16.29495906829834 Iteration: 8 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.0050258636474609375 || Total time:16.2999849319458 Iteration: 9 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005148172378540039 || Total time:16.30513310432434 Iteration: 10 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005288124084472656 || Total time:16.310421228408813 Iteration: 11 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.0050220489501953125 || Total time:16.31544327735901 Iteration: 12 || Clusters count: 1 || Log posterior: -233077.03798629093 || Iter Time:0.005374908447265625 || Total time:16.320818185806274 Iteration: 13 || Clusters count: 2 || Log posterior: -232823.32705050358 || Iter Time:3.7033851146698 || Total time:20.024203300476074 Iteration: 14 || Clusters count: 2 || Log posterior: -232780.6824915463 || Iter Time:0.0056951045989990234 || Total time:20.029898405075073 Iteration: 15 || Clusters count: 2 || Log posterior: -232780.09565231478 || Iter Time:0.005396127700805664 || Total time:20.03529453277588 Iteration: 16 || Clusters count: 2 || Log posterior: -232781.71391800224 || Iter Time:0.005105018615722656 || Total time:20.0403995513916 Iteration: 17 || Clusters count: 2 || Log posterior: -232769.53030586743 || Iter Time:0.0054700374603271484 || Total time:20.04586958885193 Iteration: 18 || Clusters count: 2 || Log posterior: -232754.86512713018 || Iter Time:0.0053539276123046875 || Total time:20.051223516464233 Iteration: 19 || Clusters count: 2 || Log posterior: -232763.34347176788 || Iter Time:0.005535125732421875 || Total time:20.056758642196655 Iteration: 20 || Clusters count: 2 || Log posterior: -232692.57057626176 || Iter Time:3.2608659267425537 || Total time:23.31762456893921 Loading and distributing data: 0.000634 seconds (126 allocations: 395.867 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232953.70512560106 || Iter Time:0.02945709228515625 || Total time:23.347081661224365 Iteration: 22 || Clusters count: 2 || Log posterior: -232921.49388403344 || Iter Time:0.005565166473388672 || Total time:23.352646827697754 Iteration: 23 || Clusters count: 2 || Log posterior: -232885.47688120182 || Iter Time:0.0053899288177490234 || Total time:23.358036756515503 Iteration: 24 || Clusters count: 2 || Log posterior: -232878.5123890149 || Iter Time:0.005465984344482422 || Total time:23.363502740859985 Iteration: 25 || Clusters count: 2 || Log posterior: -232873.3244822313 || Iter Time:0.00542902946472168 || Total time:23.368931770324707 Iteration: 26 || Clusters count: 2 || Log posterior: -232872.97599612872 || Iter Time:0.005465030670166016 || Total time:23.374396800994873 Iteration: 27 || Clusters count: 2 || Log posterior: -232875.51504491072 || Iter Time:0.005506038665771484 || Total time:23.379902839660645 Iteration: 28 || Clusters count: 3 || Log posterior: -232564.6331519764 || Iter Time:0.0073850154876708984 || Total time:23.387287855148315 Iteration: 29 || Clusters count: 3 || Log posterior: -232514.51676031455 || Iter Time:0.005955934524536133 || Total time:23.39324378967285 Iteration: 30 || Clusters count: 3 || Log posterior: -232480.94043503437 || Iter Time:0.0058710575103759766 || Total time:23.399114847183228 Iteration: 31 || Clusters count: 3 || Log posterior: -232479.57396429067 || Iter Time:0.005710124969482422 || Total time:23.40482497215271 Iteration: 32 || Clusters count: 3 || Log posterior: -232464.31702258607 || Iter Time:0.005864858627319336 || Total time:23.41068983078003 Iteration: 33 || Clusters count: 3 || Log posterior: -232469.71708041403 || Iter Time:0.005861043930053711 || Total time:23.416550874710083 Iteration: 34 || Clusters count: 3 || Log posterior: -232457.30080140804 || Iter Time:0.0059239864349365234 || Total time:23.42247486114502 Iteration: 35 || Clusters count: 3 || Log posterior: -232422.0143470006 || Iter Time:0.0058460235595703125 || Total time:23.42832088470459 Iteration: 36 || Clusters count: 3 || Log posterior: -232424.70753413477 || Iter Time:0.005857944488525391 || Total time:23.434178829193115 Iteration: 37 || Clusters count: 3 || Log posterior: -232430.31180980508 || Iter Time:0.005886077880859375 || Total time:23.440064907073975 Iteration: 38 || Clusters count: 3 || Log posterior: -232445.42878809661 || Iter Time:0.005822896957397461 || Total time:23.445887804031372 Iteration: 39 || Clusters count: 3 || Log posterior: -232448.42603134806 || Iter Time:0.005815982818603516 || Total time:23.451703786849976 Iteration: 40 || Clusters count: 3 || Log posterior: -232428.7486106612 || Iter Time:0.005789995193481445 || Total time:23.457493782043457 Iteration: 41 || Clusters count: 3 || Log posterior: -232361.53613425468 || Iter Time:0.03714704513549805 || Total time:23.494640827178955 Loading and distributing data: 0.000597 seconds (126 allocations: 395.867 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262407.2962088201 || Iter Time:0.006129026412963867 || Total time:23.50076985359192 Iteration: 43 || Clusters count: 4 || Log posterior: -261899.80572157455 || Iter Time:0.007138967514038086 || Total time:23.507908821105957 Iteration: 44 || Clusters count: 4 || Log posterior: -261754.04006186704 || Iter Time:0.006230831146240234 || Total time:23.514139652252197 Iteration: 45 || Clusters count: 4 || Log posterior: -261740.9404282505 || Iter Time:0.006250858306884766 || Total time:23.520390510559082 Iteration: 46 || Clusters count: 4 || Log posterior: -261738.07478500527 || Iter Time:0.006335020065307617 || Total time:23.52672553062439 Iteration: 47 || Clusters count: 4 || Log posterior: -261723.84206841316 || Iter Time:0.006063938140869141 || Total time:23.53278946876526 Iteration: 48 || Clusters count: 4 || Log posterior: -261723.032662041 || Iter Time:0.005986928939819336 || Total time:23.538776397705078 Iteration: 49 || Clusters count: 5 || Log posterior: -261506.7748267721 || Iter Time:0.007513999938964844 || Total time:23.546290397644043 Iteration: 50 || Clusters count: 5 || Log posterior: -261474.68955814376 || Iter Time:0.006475925445556641 || Total time:23.5527663230896 Iteration: 51 || Clusters count: 5 || Log posterior: -261450.46897955053 || Iter Time:0.006287097930908203 || Total time:23.559053421020508 Iteration: 52 || Clusters count: 5 || Log posterior: -261460.91844311942 || Iter Time:0.006601095199584961 || Total time:23.565654516220093 Iteration: 53 || Clusters count: 5 || Log posterior: -261454.7033116141 || Iter Time:0.00654292106628418 || Total time:23.572197437286377 Iteration: 54 || Clusters count: 5 || Log posterior: -261446.1136175643 || Iter Time:0.006487846374511719 || Total time:23.57868528366089 Iteration: 55 || Clusters count: 5 || Log posterior: -261437.0828347174 || Iter Time:0.006506919860839844 || Total time:23.58519220352173 Iteration: 56 || Clusters count: 5 || Log posterior: -261449.95756350548 || Iter Time:0.006561994552612305 || Total time:23.59175419807434 Iteration: 57 || Clusters count: 5 || Log posterior: -261460.84739548547 || Iter Time:0.0067138671875 || Total time:23.59846806526184 Iteration: 58 || Clusters count: 5 || Log posterior: -261444.3365021522 || Iter Time:0.006973981857299805 || Total time:23.60544204711914 Iteration: 59 || Clusters count: 5 || Log posterior: -261441.19604782353 || Iter Time:0.794327974319458 || Total time:24.3997700214386 Iteration: 60 || Clusters count: 5 || Log posterior: -261448.2926723181 || Iter Time:0.007071018218994141 || Total time:24.406841039657593 Iteration: 61 || Clusters count: 5 || Log posterior: -261463.41200398927 || Iter Time:0.0068089962005615234 || Total time:24.413650035858154 Iteration: 62 || Clusters count: 5 || Log posterior: -261373.56707148845 || Iter Time:0.006415128707885742 || Total time:24.42006516456604 Loading and distributing data: 0.000556 seconds (126 allocations: 395.867 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261089.58995889258 || Iter Time:0.0075588226318359375 || Total time:24.427623987197876 Iteration: 64 || Clusters count: 9 || Log posterior: -259965.0739756553 || Iter Time:0.010327816009521484 || Total time:24.437951803207397 Iteration: 65 || Clusters count: 9 || Log posterior: -259647.21967254896 || Iter Time:0.00800180435180664 || Total time:24.445953607559204 Iteration: 66 || Clusters count: 9 || Log posterior: -259610.23070251045 || Iter Time:0.008179903030395508 || Total time:24.4541335105896 Iteration: 67 || Clusters count: 9 || Log posterior: -259616.32268582936 || Iter Time:0.008507966995239258 || Total time:24.46264147758484 Iteration: 68 || Clusters count: 9 || Log posterior: -259596.3044899352 || Iter Time:0.008208036422729492 || Total time:24.47084951400757 Iteration: 69 || Clusters count: 9 || Log posterior: -259597.43783211414 || Iter Time:0.008275032043457031 || Total time:24.479124546051025 Iteration: 70 || Clusters count: 9 || Log posterior: -259617.496843641 || Iter Time:0.008168935775756836 || Total time:24.487293481826782 Iteration: 71 || Clusters count: 9 || Log posterior: -259588.8062112117 || Iter Time:0.008236885070800781 || Total time:24.495530366897583 Iteration: 72 || Clusters count: 9 || Log posterior: -259604.112970145 || Iter Time:0.02693915367126465 || Total time:24.522469520568848 Iteration: 73 || Clusters count: 9 || Log posterior: -259622.8483285646 || Iter Time:0.008542060852050781 || Total time:24.5310115814209 Iteration: 74 || Clusters count: 9 || Log posterior: -259593.47221083203 || Iter Time:0.008549928665161133 || Total time:24.53956151008606 Iteration: 75 || Clusters count: 9 || Log posterior: -259586.3185292837 || Iter Time:0.008094072341918945 || Total time:24.54765558242798 Iteration: 76 || Clusters count: 9 || Log posterior: -259607.46817421616 || Iter Time:0.008318901062011719 || Total time:24.55597448348999 Iteration: 77 || Clusters count: 9 || Log posterior: -259581.82962148282 || Iter Time:0.008232831954956055 || Total time:24.564207315444946 Iteration: 78 || Clusters count: 9 || Log posterior: -259599.5604776269 || Iter Time:0.008538007736206055 || Total time:24.572745323181152 Iteration: 79 || Clusters count: 9 || Log posterior: -259611.09843882266 || Iter Time:0.009592056274414062 || Total time:24.582337379455566 Iteration: 80 || Clusters count: 9 || Log posterior: -259593.1107934516 || Iter Time:0.009764909744262695 || Total time:24.59210228919983 Iteration: 81 || Clusters count: 9 || Log posterior: -259578.9346941075 || Iter Time:0.011493921279907227 || Total time:24.603596210479736 Iteration: 82 || Clusters count: 9 || Log posterior: -259608.5088470294 || Iter Time:0.011153936386108398 || Total time:24.614750146865845 Iteration: 83 || Clusters count: 9 || Log posterior: -259540.82331456427 || Iter Time:0.010084152221679688 || Total time:24.624834299087524 Loading and distributing data: 0.000646 seconds (126 allocations: 395.867 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258142.93335791986 || Iter Time:0.027458906173706055 || Total time:24.65229320526123 Iteration: 85 || Clusters count: 13 || Log posterior: -257712.04303371735 || Iter Time:0.022294998168945312 || Total time:24.674588203430176 Iteration: 86 || Clusters count: 13 || Log posterior: -257695.51924365616 || Iter Time:0.010362863540649414 || Total time:24.684951066970825 Iteration: 87 || Clusters count: 13 || Log posterior: -257695.71636181924 || Iter Time:0.010442018508911133 || Total time:24.695393085479736 Iteration: 88 || Clusters count: 13 || Log posterior: -257713.6617254779 || Iter Time:0.01059103012084961 || Total time:24.705984115600586 Iteration: 89 || Clusters count: 13 || Log posterior: -257703.08358084265 || Iter 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Time:0.019517898559570312 || Total time:24.904122829437256 Iteration: 104 || Clusters count: 13 || Log posterior: -257663.0171564165 || Iter Time:0.014315128326416016 || Total time:24.918437957763672 Loading and distributing data: 0.000557 seconds (126 allocations: 395.867 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256333.8191025567 || Iter Time:0.016566038131713867 || Total time:24.935003995895386 Iteration: 106 || Clusters count: 17 || Log posterior: -256098.75608066542 || Iter Time:0.017480134963989258 || Total time:24.952484130859375 Iteration: 107 || Clusters count: 17 || Log posterior: -256069.3824416083 || Iter Time:0.013952016830444336 || Total time:24.96643614768982 Iteration: 108 || Clusters count: 17 || Log posterior: -256069.34498668037 || Iter Time:0.014007091522216797 || Total time:24.980443239212036 Iteration: 109 || Clusters count: 17 || Log posterior: -256074.38013189833 || Iter Time:0.013735055923461914 || Total time:24.994178295135498 Iteration: 110 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posterior: -256064.60580861935 || Iter Time:0.020910978317260742 || Total time:25.250094890594482 Iteration: 125 || Clusters count: 17 || Log posterior: -256049.42775700882 || Iter Time:0.019260168075561523 || Total time:25.269355058670044 Loading and distributing data: 0.000496 seconds (126 allocations: 395.867 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255429.82553379596 || Iter Time:0.024158954620361328 || Total time:25.293514013290405 Iteration: 127 || Clusters count: 20 || Log posterior: -255208.52912963743 || Iter Time:0.019014835357666016 || Total time:25.31252884864807 Iteration: 128 || Clusters count: 20 || Log posterior: -255183.3546838029 || Iter Time:0.021910905838012695 || Total time:25.334439754486084 Iteration: 129 || Clusters count: 20 || Log posterior: -255186.35385577564 || Iter Time:0.018723011016845703 || Total time:25.35316276550293 Iteration: 130 || Clusters count: 20 || Log posterior: -255172.2734352019 || Iter Time:0.018622875213623047 || Total 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posterior: -254704.24891220353 || Iter Time:0.026235103607177734 || Total time:25.852633476257324 Iteration: 152 || Clusters count: 20 || Log posterior: -254703.81024370866 || Iter Time:0.0224459171295166 || Total time:25.87507939338684 Iteration: 153 || Clusters count: 20 || Log posterior: -254703.81024370866 || Iter Time:0.025807857513427734 || Total time:25.90088725090027 Iteration: 154 || Clusters count: 20 || Log posterior: -254704.41070872586 || Iter Time:0.022433996200561523 || Total time:25.92332124710083 Iteration: 155 || Clusters count: 20 || Log posterior: -254706.1446141708 || Iter Time:0.022253990173339844 || Total time:25.94557523727417 Iteration: 156 || Clusters count: 20 || Log posterior: -254706.1446141708 || Iter Time:0.026379108428955078 || Total time:25.971954345703125 Iteration: 157 || Clusters count: 20 || Log posterior: -254706.58328266564 || Iter Time:0.024985074996948242 || Total time:25.996939420700073 Iteration: 158 || Clusters count: 20 || Log posterior: 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20 || Log posterior: -254879.6315741194 || Iter Time:0.027701139450073242 || Total time:26.741743087768555 Iteration: 187 || Clusters count: 20 || Log posterior: -254892.40180893222 || Iter Time:0.025600910186767578 || Total time:26.767343997955322 Iteration: 188 || Clusters count: 20 || Log posterior: -254881.36692888365 || Iter Time:0.028027057647705078 || Total time:26.795371055603027 Loading and distributing data: 0.000910 seconds (126 allocations: 395.867 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254868.53656825604 || Iter Time:0.026548147201538086 || Total time:26.821919202804565 Iteration: 190 || Clusters count: 20 || Log posterior: -254844.8270008058 || Iter Time:0.02465510368347168 || Total time:26.846574306488037 Iteration: 191 || Clusters count: 20 || Log posterior: -254747.29693996278 || Iter Time:0.02831292152404785 || Total time:26.874887228012085 Iteration: 192 || Clusters count: 20 || Log posterior: -254749.83947025018 || Iter Time:0.0239260196685791 || Total time:26.898813247680664 Iteration: 193 || Clusters count: 20 || Log posterior: -254745.8176998352 || Iter Time:0.027465105056762695 || Total time:26.926278352737427 Iteration: 194 || Clusters count: 20 || Log posterior: -254753.22741903522 || Iter Time:0.023962020874023438 || Total time:26.95024037361145 Iteration: 195 || Clusters count: 20 || Log posterior: -254754.64010266843 || Iter Time:0.027441024780273438 || Total time:26.977681398391724 Iteration: 196 || Clusters count: 20 || Log posterior: -254746.3917097672 || Iter Time:0.02416706085205078 || Total time:27.001848459243774 Iteration: 197 || Clusters count: 20 || Log posterior: -254749.10724683147 || Iter Time:0.027312040328979492 || Total time:27.029160499572754 Iteration: 198 || Clusters count: 20 || Log posterior: -254751.80382032428 || Iter Time:0.02418804168701172 || Total time:27.053348541259766 Iteration: 199 || Clusters count: 20 || Log posterior: -254752.8277025211 || Iter Time:0.023637771606445312 || Total time:27.07698631286621 Iteration: 200 || Clusters count: 20 || Log posterior: -254747.86800654634 || Iter Time:0.02718186378479004 || Total time:27.104168176651 Iteration: 201 || Clusters count: 20 || Log posterior: -254747.86800654634 || Iter Time:0.024032115936279297 || Total time:27.12820029258728 Iteration: 202 || Clusters count: 20 || Log posterior: -254743.6951362744 || Iter Time:0.026680946350097656 || Total time:27.154881238937378 Iteration: 203 || Clusters count: 20 || Log posterior: -254743.6951362744 || Iter Time:0.025242090225219727 || Total time:27.180123329162598 Iteration: 204 || Clusters count: 20 || Log posterior: -254748.2747409908 || Iter Time:0.02750682830810547 || Total time:27.207630157470703 Iteration: 205 || Clusters count: 20 || Log posterior: -254745.77104324166 || Iter Time:0.0241239070892334 || Total time:27.231754064559937 Iteration: 206 || Clusters count: 20 || Log posterior: -254743.6951362744 || Iter Time:0.025127887725830078 || Total time:27.256881952285767 Iteration: 207 || Clusters count: 20 || Log posterior: -254746.3917097672 || Iter Time:0.029169082641601562 || Total time:27.286051034927368 Iteration: 208 || Clusters count: 20 || Log posterior: -254746.47968370037 || Iter Time:0.02562999725341797 || Total time:27.311681032180786 Iteration: 209 || Clusters count: 20 || Log posterior: -254743.6951362744 || Iter Time:0.026578903198242188 || Total time:27.33825993537903 NMI: 0.7502663081035065 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m24.2s [20736, 42607, 99078, 80519, 110250, 52826, 425, 5097, 15712, 72163, 30326, 13632, 53706, 107, 89322, 24379, 50539, 197290, 8268, 33018] Loading and distributing data: 0.000179 seconds (126 allocations: 13.055 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:4.487169981002808 || Total time:4.487169981002808 Iteration: 1 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.001958131790161133 || Total time:4.489128112792969 Iteration: 2 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0014989376068115234 || Total time:4.49062705039978 Iteration: 3 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0014629364013671875 || Total time:4.4920899868011475 Iteration: 4 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0014390945434570312 || Total time:4.4935290813446045 Iteration: 5 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0014369487762451172 || Total time:4.49496603012085 Iteration: 6 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0013968944549560547 || Total time:4.496362924575806 Iteration: 7 || Clusters count: 1 || Log posterior: -6772.126461226284 || Iter Time:0.0013887882232666016 || Total time:4.497751712799072 Iteration: 8 || Clusters count: 2 || Log posterior: -6522.187662646944 || Iter Time:0.14672398567199707 || Total time:4.644475698471069 Iteration: 9 || Clusters count: 2 || Log posterior: -6512.781187522047 || Iter Time:0.0019071102142333984 || Total time:4.646382808685303 Iteration: 10 || Clusters count: 2 || Log posterior: -6527.889163428066 || Iter Time:0.001669168472290039 || Total time:4.648051977157593 Iteration: 11 || Clusters count: 2 || Log posterior: -6531.119545610472 || Iter Time:0.0017969608306884766 || Total time:4.649848937988281 Iteration: 12 || Clusters count: 2 || Log posterior: -6533.22364703546 || Iter Time:0.0018041133880615234 || Total time:4.651653051376343 Iteration: 13 || Clusters count: 2 || Log posterior: -6521.92617869754 || Iter Time:0.0018482208251953125 || Total time:4.653501272201538 Iteration: 14 || Clusters count: 2 || Log posterior: -6516.860667819588 || Iter Time:0.0018270015716552734 || Total time:4.655328273773193 Iteration: 15 || Clusters count: 2 || Log posterior: -6531.774732920638 || Iter Time:0.0017278194427490234 || 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Iteration: 23 || Clusters count: 3 || Log posterior: -6501.9360341945285 || Iter Time:0.0019011497497558594 || Total time:4.673097133636475 Iteration: 24 || Clusters count: 3 || Log posterior: -6496.650003980547 || Iter Time:0.0021550655364990234 || Total time:4.675252199172974 Iteration: 25 || Clusters count: 3 || Log posterior: -6500.8676367661765 || Iter Time:0.0019910335540771484 || Total time:4.677243232727051 Iteration: 26 || Clusters count: 3 || Log posterior: -6516.496956733123 || Iter Time:0.001973867416381836 || Total time:4.679217100143433 Iteration: 27 || Clusters count: 3 || Log posterior: -6501.519005487533 || Iter Time:0.0018839836120605469 || Total time:4.681101083755493 Iteration: 28 || Clusters count: 3 || Log posterior: -6504.126794508791 || Iter Time:0.002001047134399414 || Total time:4.683102130889893 Iteration: 29 || Clusters count: 3 || Log posterior: -6495.512365363456 || Iter Time:0.002164125442504883 || Total time:4.6852662563323975 Iteration: 30 || Clusters count: 3 || Log posterior: -6384.495590309274 || Iter Time:1.20778489112854 || Total time:5.8930511474609375 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 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: 0.000195 seconds (126 allocations: 13.055 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -6216.07915787091 || Iter Time:0.02860093116760254 || Total time:5.92165207862854 Iteration: 32 || Clusters count: 4 || Log posterior: -6100.081386638561 || Iter Time:0.004392862319946289 || Total time:5.926044940948486 Loading and distributing data: 0.000126 seconds (126 allocations: 13.055 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5391.717335977124 || Iter Time:0.0037310123443603516 || Total time:5.929775953292847 Iteration: 34 || Clusters count: 5 || Log posterior: -5312.5326609489375 || Iter Time:0.005390167236328125 || Total time:5.935166120529175 Loading and distributing data: 0.000129 seconds (126 allocations: 13.055 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5058.392682570077 || Iter Time:0.003682851791381836 || Total time:5.938848972320557 Iteration: 36 || Clusters count: 5 || Log posterior: -5007.622218859579 || Iter Time:0.005038022994995117 || Total time:5.943886995315552 Loading and distributing data: 0.000131 seconds (126 allocations: 13.055 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5000.432445934658 || Iter Time:0.0033769607543945312 || Total time:5.947263956069946 Iteration: 38 || Clusters count: 5 || Log posterior: -4967.11122308134 || Iter Time:0.005331993103027344 || Total time:5.952595949172974 Loading and distributing data: 0.000124 seconds (126 allocations: 13.055 KiB) Iteration: 39 || Clusters count: 5 || Log posterior: -5024.768027570629 || Iter Time:0.0034551620483398438 || Total time:5.9560511112213135 Iteration: 40 || Clusters count: 5 || Log posterior: -4995.992980191176 || Iter Time:0.005155086517333984 || Total time:5.9612061977386475 Loading and distributing data: 0.000125 seconds (126 allocations: 13.055 KiB) Iteration: 41 || Clusters count: 5 || Log posterior: -5013.579606843843 || Iter Time:0.0034041404724121094 || Total time:5.96461033821106 Iteration: 42 || Clusters count: 5 || Log posterior: -4993.3599605127365 || Iter Time:0.005176067352294922 || Total time:5.9697864055633545 Loading and distributing data: 0.000125 seconds (126 allocations: 13.055 KiB) Iteration: 43 || Clusters count: 5 || Log posterior: -4997.5863462854195 || Iter Time:0.004002094268798828 || Total time:5.973788499832153 Iteration: 44 || Clusters count: 5 || Log posterior: -4973.494514394442 || Iter Time:0.005816936492919922 || Total time:5.979605436325073 Loading and distributing data: 0.000129 seconds (126 allocations: 13.055 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -4556.402332238203 || Iter Time:0.004915952682495117 || Total time:5.984521389007568 Iteration: 46 || Clusters count: 6 || Log posterior: -4486.405574261056 || Iter Time:0.006635189056396484 || Total time:5.991156578063965 Loading and distributing data: 0.000117 seconds (126 allocations: 13.055 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4536.174537987406 || Iter Time:0.004839897155761719 || Total time:5.995996475219727 Iteration: 48 || Clusters count: 7 || Log posterior: -4506.7769221319095 || Iter Time:0.007013082504272461 || Total time:6.003009557723999 Loading and distributing data: 0.000120 seconds (126 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-4192.775927660661 || Iter Time:0.009835004806518555 || Total time:6.298845529556274 Loading and distributing data: 0.000125 seconds (126 allocations: 13.055 KiB) Iteration: 89 || Clusters count: 10 || Log posterior: -4202.7842336210115 || Iter Time:0.006306886672973633 || Total time:6.305152416229248 Iteration: 90 || Clusters count: 10 || Log posterior: -4162.2235758104625 || Iter Time:0.009731054306030273 || Total time:6.314883470535278 Loading and distributing data: 0.000128 seconds (126 allocations: 13.055 KiB) Iteration: 91 || Clusters count: 10 || Log posterior: -4135.615967219409 || Iter Time:0.006318092346191406 || Total time:6.32120156288147 Iteration: 92 || Clusters count: 10 || Log posterior: -4106.093432404493 || Iter Time:0.009486913681030273 || Total time:6.3306884765625 Loading and distributing data: 0.000130 seconds (126 allocations: 13.055 KiB) Iteration: 93 || Clusters count: 10 || Log posterior: -4143.484133422401 || Iter Time:0.008188009262084961 || Total 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Iteration: 388 || Clusters count: 13 || Log posterior: -3938.5995130734295 || Iter Time:0.01811695098876953 || Total time:10.296713590621948 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 389 || Clusters count: 13 || Log posterior: -3995.1842399697616 || Iter Time:0.01388692855834961 || Total time:10.310600519180298 Iteration: 390 || Clusters count: 13 || Log posterior: -3978.3623856266995 || Iter Time:0.0172879695892334 || Total time:10.327888488769531 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -4017.6270344330346 || Iter Time:0.013230085372924805 || Total time:10.341118574142456 Iteration: 392 || Clusters count: 13 || Log posterior: -3992.62904589951 || Iter Time:0.016860008239746094 || Total time:10.357978582382202 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 393 || Clusters count: 13 || Log posterior: 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Iteration: 421 || Clusters count: 13 || Log posterior: -4001.0925875080216 || Iter Time:0.010215044021606445 || Total time:10.766717910766602 Iteration: 422 || Clusters count: 13 || Log posterior: -3990.7879605202693 || Iter Time:0.014341115951538086 || Total time:10.78105902671814 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 423 || Clusters count: 13 || Log posterior: -3972.8044671194507 || Iter Time:0.010584115982055664 || Total time:10.791643142700195 Iteration: 424 || Clusters count: 13 || Log posterior: -3967.522385533914 || Iter Time:0.015933990478515625 || Total time:10.807577133178711 Loading and distributing data: 0.000112 seconds (127 allocations: 13.070 KiB) Iteration: 425 || Clusters count: 14 || Log posterior: -4003.454473726347 || Iter Time:0.01240086555480957 || Total time:10.81997799873352 Iteration: 426 || Clusters count: 14 || Log posterior: -3984.2781460965384 || Iter Time:0.01647496223449707 || Total 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Iteration: 443 || Clusters count: 13 || Log posterior: -3971.760515811903 || Iter Time:0.011556863784790039 || Total time:11.06434965133667 Iteration: 444 || Clusters count: 13 || Log posterior: -3954.5643372162112 || Iter Time:0.03020000457763672 || Total time:11.094549655914307 Loading and distributing data: 0.000115 seconds (127 allocations: 13.070 KiB) Iteration: 445 || Clusters count: 13 || Log posterior: -3951.7690002774416 || Iter Time:0.01154184341430664 || Total time:11.106091499328613 Iteration: 446 || Clusters count: 13 || Log posterior: -3938.7002335106645 || Iter Time:0.015507936477661133 || Total time:11.121599435806274 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 447 || Clusters count: 13 || Log posterior: -3968.429071312626 || Iter Time:0.012468099594116211 || Total time:11.13406753540039 Iteration: 448 || Clusters count: 13 || Log posterior: -3955.5790070832045 || Iter Time:0.015025138854980469 || Total 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|| Log posterior: -3926.7244437453664 || Iter Time:0.01686692237854004 || Total time:11.229446649551392 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 455 || Clusters count: 13 || Log posterior: -3933.6183228944137 || Iter Time:0.012676000595092773 || Total time:11.242122650146484 Iteration: 456 || Clusters count: 13 || Log posterior: -3917.3793639548626 || Iter Time:0.015964031219482422 || Total time:11.258086681365967 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 457 || Clusters count: 14 || Log posterior: -3927.675715982324 || Iter Time:0.011890172958374023 || Total time:11.26997685432434 Iteration: 458 || Clusters count: 14 || Log posterior: -3898.818564054586 || Iter Time:0.017042875289916992 || Total time:11.287019729614258 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 459 || Clusters count: 14 || Log posterior: -3948.304662284981 || Iter 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Iteration: 465 || Clusters count: 13 || Log posterior: -3953.9799687526934 || Iter Time:0.011617183685302734 || Total time:11.382265090942383 Iteration: 466 || Clusters count: 13 || Log posterior: -3919.974510067915 || Iter Time:0.014624834060668945 || Total time:11.396889925003052 Loading and distributing data: 0.000119 seconds (127 allocations: 13.070 KiB) Iteration: 467 || Clusters count: 13 || Log posterior: -3935.5770598809067 || Iter Time:0.011111974716186523 || Total time:11.408001899719238 Iteration: 468 || Clusters count: 13 || Log posterior: -3910.1405884746664 || Iter Time:0.017982006072998047 || Total time:11.425983905792236 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 469 || Clusters count: 13 || Log posterior: -3964.425733232641 || Iter Time:0.027734994888305664 || Total time:11.453718900680542 Iteration: 470 || Clusters count: 13 || Log posterior: -3943.6844086510646 || Iter Time:0.015736818313598633 || Total 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Iteration: 487 || Clusters count: 13 || Log posterior: -3984.369048524233 || Iter Time:0.012223958969116211 || Total time:11.69717788696289 Iteration: 488 || Clusters count: 13 || Log posterior: -3964.3456258634214 || Iter Time:0.016231775283813477 || Total time:11.713409662246704 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 489 || Clusters count: 13 || Log posterior: -4006.969273359482 || Iter Time:0.012761116027832031 || Total time:11.726170778274536 Iteration: 490 || Clusters count: 13 || Log posterior: -3999.079716224402 || Iter Time:0.01593613624572754 || Total time:11.742106914520264 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 491 || Clusters count: 13 || Log posterior: -3960.4377165247433 || Iter Time:0.011183977127075195 || Total time:11.753290891647339 Iteration: 492 || Clusters count: 13 || Log posterior: -3941.3703380504476 || Iter Time:0.013514995574951172 || Total 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Iteration: 647 || Clusters count: 13 || Log posterior: -4016.954910598855 || Iter Time:0.010409116744995117 || Total time:13.974277257919312 Iteration: 648 || Clusters count: 13 || Log posterior: -3997.544141921933 || Iter Time:0.014894962310791016 || Total time:13.989172220230103 Loading and distributing data: 0.000114 seconds (127 allocations: 13.070 KiB) Iteration: 649 || Clusters count: 13 || Log posterior: -4015.8136830413637 || Iter Time:0.01052093505859375 || Total time:13.999693155288696 Iteration: 650 || Clusters count: 13 || Log posterior: -3987.6952847535968 || Iter Time:0.014869213104248047 || Total time:14.014562368392944 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 651 || Clusters count: 13 || Log posterior: -4022.9663232207627 || Iter Time:0.011851072311401367 || Total time:14.026413440704346 Iteration: 652 || Clusters count: 13 || Log posterior: -3980.3861389198873 || Iter Time:0.029832839965820312 || Total 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Iteration: 713 || Clusters count: 14 || Log posterior: -3959.4277720201476 || Iter Time:0.012669086456298828 || Total time:14.913135528564453 Iteration: 714 || Clusters count: 14 || Log posterior: -3941.511430029769 || Iter Time:0.016344070434570312 || Total time:14.929479598999023 Loading and distributing data: 0.000115 seconds (127 allocations: 13.070 KiB) Iteration: 715 || Clusters count: 14 || Log posterior: -3974.676536733068 || Iter Time:0.011868953704833984 || Total time:14.941348552703857 Iteration: 716 || Clusters count: 14 || Log posterior: -3948.469325146002 || Iter Time:0.01648116111755371 || Total time:14.957829713821411 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 717 || Clusters count: 14 || Log posterior: -3998.053729113208 || Iter Time:0.012421131134033203 || Total time:14.970250844955444 Iteration: 718 || Clusters count: 13 || Log posterior: -3969.0812496855247 || Iter Time:0.0161130428314209 || Total time:14.986363887786865 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Iteration: 785 || Clusters count: 13 || Log posterior: -3999.649689413674 || Iter Time:0.012584924697875977 || Total time:15.910118579864502 Iteration: 786 || Clusters count: 13 || Log posterior: -3970.9587777342986 || Iter Time:0.01645803451538086 || Total time:15.926576614379883 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 787 || Clusters count: 13 || Log posterior: -4052.2116147425627 || Iter Time:0.012257814407348633 || Total time:15.938834428787231 Iteration: 788 || Clusters count: 13 || Log posterior: -4007.0081228818403 || Iter Time:0.03298783302307129 || Total time:15.971822261810303 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 789 || Clusters count: 13 || Log posterior: -4023.3996660305343 || Iter Time:0.011955022811889648 || Total time:15.983777284622192 Iteration: 790 || Clusters count: 13 || Log posterior: -3991.21107120326 || Iter Time:0.016211986541748047 || Total 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Iteration: 807 || Clusters count: 13 || Log posterior: -3948.5705737672247 || Iter Time:0.011214017868041992 || Total time:16.224979400634766 Iteration: 808 || Clusters count: 13 || Log posterior: -3938.199557165153 || Iter Time:0.01572108268737793 || Total time:16.240700483322144 Loading and distributing data: 0.000116 seconds (127 allocations: 13.070 KiB) Iteration: 809 || Clusters count: 13 || Log posterior: -3957.9257666631147 || Iter Time:0.010993003845214844 || Total time:16.25169348716736 Iteration: 810 || Clusters count: 13 || Log posterior: -3938.7398666120052 || Iter Time:0.015942811965942383 || Total time:16.2676362991333 Loading and distributing data: 0.000142 seconds (127 allocations: 13.070 KiB) Iteration: 811 || Clusters count: 13 || Log posterior: -3959.19365101267 || Iter Time:0.011604785919189453 || Total time:16.27924108505249 Iteration: 812 || Clusters count: 13 || Log posterior: -3940.9130481315165 || Iter Time:0.01591181755065918 || Total time:16.29515290260315 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-3944.2126239131426 || Iter Time:0.013888120651245117 || Total time:16.389704942703247 Loading and distributing data: 0.000115 seconds (127 allocations: 13.070 KiB) Iteration: 819 || Clusters count: 13 || Log posterior: -3971.4652438838275 || Iter Time:0.009857177734375 || Total time:16.399562120437622 Iteration: 820 || Clusters count: 13 || Log posterior: -3950.6205082626657 || Iter Time:0.014086008071899414 || Total time:16.41364812850952 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 821 || Clusters count: 13 || Log posterior: -4020.363969990069 || Iter Time:0.010747909545898438 || Total time:16.42439603805542 Iteration: 822 || Clusters count: 13 || Log posterior: -3994.7933930665135 || Iter Time:0.01435995101928711 || Total time:16.438755989074707 Loading and distributing data: 0.000119 seconds (127 allocations: 13.070 KiB) Iteration: 823 || Clusters count: 13 || Log posterior: -3969.615835897985 || Iter Time:0.010159969329833984 || Total 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|| Log posterior: -3980.007039557356 || Iter Time:0.015803098678588867 || Total time:17.058027744293213 Loading and distributing data: 0.000118 seconds (127 allocations: 13.070 KiB) Iteration: 869 || Clusters count: 14 || Log posterior: -3986.2425999828197 || Iter Time:0.01197504997253418 || Total time:17.070002794265747 Iteration: 870 || Clusters count: 14 || Log posterior: -3961.6452812639022 || Iter Time:0.01571798324584961 || Total time:17.085720777511597 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 871 || Clusters count: 14 || Log posterior: -3949.578321121171 || Iter Time:0.011505126953125 || Total time:17.09722590446472 Iteration: 872 || Clusters count: 14 || Log posterior: -3919.1722432603456 || Iter Time:0.03235292434692383 || Total time:17.129578828811646 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 873 || Clusters count: 14 || Log posterior: -3973.8894643900358 || Iter 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Iteration: 879 || Clusters count: 13 || Log posterior: -4036.0184195171105 || Iter Time:0.013817071914672852 || Total time:17.22647786140442 Iteration: 880 || Clusters count: 13 || Log posterior: -3976.506096445439 || Iter Time:0.01620006561279297 || Total time:17.242677927017212 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 881 || Clusters count: 14 || Log posterior: -3986.915899974202 || Iter Time:0.012064933776855469 || Total time:17.254742860794067 Iteration: 882 || Clusters count: 14 || Log posterior: -3963.425086721625 || Iter Time:0.015392780303955078 || Total time:17.270135641098022 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 883 || Clusters count: 14 || Log posterior: -3948.1633113426265 || Iter Time:0.011364221572875977 || Total time:17.2814998626709 Iteration: 884 || Clusters count: 13 || Log posterior: -3921.4459134055846 || Iter Time:0.015256881713867188 || Total time:17.296756744384766 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-3979.3102534917125 || Iter Time:0.014816999435424805 || Total time:17.37399196624756 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 891 || Clusters count: 13 || Log posterior: -4019.2606002308607 || Iter Time:0.011346817016601562 || Total time:17.38533878326416 Iteration: 892 || Clusters count: 13 || Log posterior: -4000.041628491445 || Iter Time:0.014744043350219727 || Total time:17.40008282661438 Loading and distributing data: 0.000115 seconds (127 allocations: 13.070 KiB) Iteration: 893 || Clusters count: 13 || Log posterior: -3989.296451505179 || Iter Time:0.010921001434326172 || Total time:17.411003828048706 Iteration: 894 || Clusters count: 13 || Log posterior: -3971.482179778778 || Iter Time:0.016402006149291992 || Total time:17.427405834197998 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 895 || Clusters count: 13 || Log posterior: -3979.183106326067 || Iter Time:0.012340068817138672 || Total 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Iteration: 951 || Clusters count: 13 || Log posterior: -3977.645015566507 || Iter Time:0.011125802993774414 || Total time:18.26466131210327 Iteration: 952 || Clusters count: 13 || Log posterior: -3971.6321236877457 || Iter Time:0.015358924865722656 || Total time:18.280020236968994 Loading and distributing data: 0.000116 seconds (127 allocations: 13.070 KiB) Iteration: 953 || Clusters count: 13 || Log posterior: -4018.140914586498 || Iter Time:0.011204957962036133 || Total time:18.29122519493103 Iteration: 954 || Clusters count: 13 || Log posterior: -3999.77711103413 || Iter Time:0.015571117401123047 || Total time:18.306796312332153 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 955 || Clusters count: 13 || Log posterior: -3955.291549396028 || Iter Time:0.012250900268554688 || Total time:18.319047212600708 Iteration: 956 || Clusters count: 13 || Log posterior: -3935.846612907839 || Iter Time:0.017019987106323242 || Total time:18.33606719970703 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Iteration: 1463 || Clusters count: 14 || Log posterior: -4001.341421421824 || Iter Time:0.015342950820922852 || Total time:25.8033287525177 Iteration: 1464 || Clusters count: 13 || Log posterior: -3981.436948048358 || Iter Time:0.0161440372467041 || Total time:25.819472789764404 Loading and distributing data: 0.000118 seconds (127 allocations: 13.070 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3989.2989984689325 || Iter Time:0.011816978454589844 || Total time:25.831289768218994 Iteration: 1466 || Clusters count: 13 || Log posterior: -3973.594926211055 || Iter Time:0.016035079956054688 || Total time:25.84732484817505 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3979.434786549042 || Iter Time:0.012521982192993164 || Total time:25.859846830368042 Iteration: 1468 || Clusters count: 13 || Log posterior: -3941.6911312428647 || Iter Time:0.015772104263305664 || Total 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KiB) Iteration: 1485 || Clusters count: 13 || Log posterior: -3952.644099318818 || Iter Time:0.011835098266601562 || Total time:26.118071794509888 Iteration: 1486 || Clusters count: 13 || Log posterior: -3920.071763490779 || Iter Time:0.015838146209716797 || Total time:26.133909940719604 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1487 || Clusters count: 13 || Log posterior: -3958.636061794757 || Iter Time:0.011595010757446289 || Total time:26.14550495147705 Iteration: 1488 || Clusters count: 13 || Log posterior: -3947.4481881174847 || Iter Time:0.015252828598022461 || Total time:26.160757780075073 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3997.4953310764963 || Iter Time:0.011691093444824219 || Total time:26.172448873519897 Iteration: 1490 || Clusters count: 13 || Log posterior: -3978.726577041837 || Iter Time:0.015124082565307617 || Total 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|| Log posterior: -3995.887897408196 || Iter Time:0.015584945678710938 || Total time:26.292998790740967 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1497 || Clusters count: 13 || Log posterior: -3982.0858309610644 || Iter Time:0.011478900909423828 || Total time:26.30447769165039 Iteration: 1498 || Clusters count: 13 || Log posterior: -3970.164200097815 || Iter Time:0.02416396141052246 || Total time:26.328641653060913 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1499 || Clusters count: 13 || Log posterior: -3975.6128354416473 || Iter Time:0.011966943740844727 || Total time:26.340608596801758 Iteration: 1500 || Clusters count: 13 || Log posterior: -3950.6607151359235 || Iter Time:0.016424179077148438 || Total time:26.357032775878906 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1501 || Clusters count: 13 || Log posterior: -3938.7846374638566 || Iter 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13 || Log posterior: -3966.2487245917505 || Iter Time:0.01656317710876465 || Total time:26.610689640045166 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 1519 || Clusters count: 13 || Log posterior: -3950.1754515518014 || Iter Time:0.011959075927734375 || Total time:26.6226487159729 Iteration: 1520 || Clusters count: 13 || Log posterior: -3941.867332937094 || Iter Time:0.015564918518066406 || Total time:26.638213634490967 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -4034.12910602247 || Iter Time:0.011332035064697266 || Total time:26.649545669555664 Iteration: 1522 || Clusters count: 13 || Log posterior: -4000.013383195513 || Iter Time:0.01744389533996582 || Total time:26.66698956489563 Loading and distributing data: 0.000168 seconds (127 allocations: 13.070 KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -4002.7059368292776 || Iter 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Iteration: 1529 || Clusters count: 13 || Log posterior: -3992.5972503957114 || Iter Time:0.013662099838256836 || Total time:26.78532385826111 Iteration: 1530 || Clusters count: 13 || Log posterior: -3978.452402010094 || Iter Time:0.015268087387084961 || Total time:26.800591945648193 Loading and distributing data: 0.000133 seconds (127 allocations: 13.070 KiB) Iteration: 1531 || Clusters count: 13 || Log posterior: -4004.8225167975907 || Iter Time:0.012814998626708984 || Total time:26.813406944274902 Iteration: 1532 || Clusters count: 13 || Log posterior: -3982.308134066622 || Iter Time:0.016317129135131836 || Total time:26.829724073410034 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1533 || Clusters count: 13 || Log posterior: -3954.508169970685 || Iter Time:0.012820005416870117 || Total time:26.842544078826904 Iteration: 1534 || Clusters count: 13 || Log posterior: -3933.5130759979806 || Iter Time:0.016356945037841797 || Total 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Iteration: 1683 || Clusters count: 13 || Log posterior: -3950.8263088638155 || Iter Time:0.01205587387084961 || Total time:28.99392342567444 Iteration: 1684 || Clusters count: 13 || Log posterior: -3940.665588554429 || Iter Time:0.01653599739074707 || Total time:29.010459423065186 Loading and distributing data: 0.000147 seconds (127 allocations: 13.070 KiB) Iteration: 1685 || Clusters count: 13 || Log posterior: -4015.199272265741 || Iter Time:0.012167215347290039 || Total time:29.022626638412476 Iteration: 1686 || Clusters count: 13 || Log posterior: -3999.913330345385 || Iter Time:0.01662302017211914 || Total time:29.039249658584595 Loading and distributing data: 0.000150 seconds (127 allocations: 13.070 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3997.97269246466 || Iter Time:0.03354001045227051 || Total time:29.072789669036865 Iteration: 1688 || Clusters count: 13 || Log posterior: -3978.82503660188 || Iter Time:0.016774892807006836 || Total 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Iteration: 1705 || Clusters count: 13 || Log posterior: -3988.2320268274384 || Iter Time:0.010904073715209961 || Total time:29.331923007965088 Iteration: 1706 || Clusters count: 13 || Log posterior: -3969.468411284862 || Iter Time:0.014969110488891602 || Total time:29.34689211845398 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1707 || Clusters count: 14 || Log posterior: -4021.495203217313 || Iter Time:0.011018991470336914 || Total time:29.357911109924316 Iteration: 1708 || Clusters count: 13 || Log posterior: -3995.4453290147403 || Iter Time:0.014833927154541016 || Total time:29.372745037078857 Loading and distributing data: 0.000119 seconds (127 allocations: 13.070 KiB) Iteration: 1709 || Clusters count: 13 || Log posterior: -3997.0921113582194 || Iter Time:0.010539054870605469 || Total time:29.383284091949463 Iteration: 1710 || Clusters count: 13 || Log posterior: -3960.9721752967275 || Iter Time:0.014039993286132812 || Total 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Iteration: 1727 || Clusters count: 13 || Log posterior: -3987.450029835278 || Iter Time:0.013055086135864258 || Total time:29.634161949157715 Iteration: 1728 || Clusters count: 13 || Log posterior: -3962.291432467787 || Iter Time:0.01589488983154297 || Total time:29.650056838989258 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1729 || Clusters count: 13 || Log posterior: -3997.73297789411 || Iter Time:0.012629032135009766 || Total time:29.662685871124268 Iteration: 1730 || Clusters count: 13 || Log posterior: -3980.247222011141 || Iter Time:0.01598501205444336 || Total time:29.67867088317871 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -3966.8323918697806 || Iter Time:0.013362884521484375 || Total time:29.692033767700195 Iteration: 1732 || Clusters count: 13 || Log posterior: -3947.0997110793132 || Iter Time:0.016382932662963867 || Total 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|| Log posterior: -3993.232986903258 || Iter Time:0.01662302017211914 || Total time:30.41067147254944 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1783 || Clusters count: 14 || Log posterior: -4046.3082115654524 || Iter Time:0.012827873229980469 || Total time:30.42349934577942 Iteration: 1784 || Clusters count: 14 || Log posterior: -4005.9449227033547 || Iter Time:0.01690506935119629 || Total time:30.440404415130615 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1785 || Clusters count: 14 || Log posterior: -4027.6320292449454 || Iter Time:0.032093048095703125 || Total time:30.47249746322632 Iteration: 1786 || Clusters count: 14 || Log posterior: -3987.628734523146 || Iter Time:0.014625072479248047 || Total time:30.487122535705566 Loading and distributing data: 0.000123 seconds (127 allocations: 13.070 KiB) Iteration: 1787 || Clusters count: 13 || Log posterior: -4026.419895957755 || Iter 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Time:0.011713027954101562 || Total time:31.111753225326538 Iteration: 1832 || Clusters count: 13 || Log posterior: -3953.5786415337593 || Iter Time:0.015390157699584961 || Total time:31.127143383026123 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3942.6264780737492 || Iter Time:0.012319087982177734 || Total time:31.1394624710083 Iteration: 1834 || Clusters count: 13 || Log posterior: -3924.9348762084983 || Iter Time:0.01633596420288086 || Total time:31.15579843521118 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3959.4217322590134 || Iter Time:0.012288093566894531 || Total time:31.168086528778076 Iteration: 1836 || Clusters count: 13 || Log posterior: -3940.9315486175487 || Iter Time:0.016703128814697266 || Total time:31.184789657592773 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1837 || Clusters count: 13 || Log posterior: -3986.1372469549337 || Iter Time:0.012418031692504883 || Total time:31.19720768928528 Iteration: 1838 || Clusters count: 13 || Log posterior: -3970.9546761231672 || Iter Time:0.016216039657592773 || Total time:31.21342372894287 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -4003.6663846903652 || Iter Time:0.01288294792175293 || Total time:31.226306676864624 Iteration: 1840 || Clusters count: 13 || Log posterior: -3978.5074636625254 || Iter Time:0.016093015670776367 || Total time:31.2423996925354 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -4002.9978839975897 || Iter Time:0.012559175491333008 || Total time:31.254958868026733 Iteration: 1842 || Clusters count: 13 || Log posterior: -3983.0880972799728 || Iter Time:0.016067981719970703 || Total 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count: 13 || Log posterior: -3982.80601106193 || Iter Time:0.016474008560180664 || Total time:31.35803771018982 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -4005.015782040175 || Iter Time:0.013148069381713867 || Total time:31.371185779571533 Iteration: 1850 || Clusters count: 13 || Log posterior: -3988.6082911943427 || Iter Time:0.017772912979125977 || Total time:31.38895869255066 Loading and distributing data: 0.000148 seconds (127 allocations: 13.070 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -4001.783743911273 || Iter Time:0.014587163925170898 || Total time:31.40354585647583 Iteration: 1852 || Clusters count: 13 || Log posterior: -3978.1756399656692 || Iter Time:0.017960071563720703 || Total time:31.42150592803955 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -4031.561619369266 || Iter Time:0.013481855392456055 || Total time:31.434987783432007 Iteration: 1854 || Clusters count: 13 || Log posterior: -3992.9308932797585 || Iter Time:0.01764702796936035 || Total time:31.452634811401367 Loading and distributing data: 0.000203 seconds (127 allocations: 13.070 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3984.4838183873085 || Iter Time:0.037516117095947266 || Total time:31.490150928497314 Iteration: 1856 || Clusters count: 14 || Log posterior: -3943.6818179032925 || Iter Time:0.016064167022705078 || Total time:31.50621509552002 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3988.3729519834897 || Iter Time:0.01180410385131836 || Total time:31.518019199371338 Iteration: 1858 || Clusters count: 13 || Log posterior: -3954.1835444706194 || Iter Time:0.014962911605834961 || Total time:31.532982110977173 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -4001.6528127488887 || Iter Time:0.011741161346435547 || Total time:31.54472327232361 Iteration: 1860 || Clusters count: 13 || Log posterior: -3956.725339944999 || Iter Time:0.014972925186157227 || Total time:31.559696197509766 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3942.821844178855 || Iter Time:0.011237144470214844 || Total time:31.57093334197998 Iteration: 1862 || Clusters count: 13 || Log posterior: -3917.8610895062993 || Iter Time:0.016165971755981445 || Total time:31.587099313735962 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3974.506891933599 || Iter Time:0.011923074722290039 || Total time:31.599022388458252 Iteration: 1864 || Clusters count: 13 || Log posterior: -3940.363611560604 || Iter Time:0.015811920166015625 || Total time:31.614834308624268 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3983.5510544014855 || Iter Time:0.011929988861083984 || Total time:31.62676429748535 Iteration: 1866 || Clusters count: 13 || Log posterior: -3955.4365999559736 || Iter Time:0.015188932418823242 || Total time:31.641953229904175 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3974.4371697843944 || Iter Time:0.010789155960083008 || Total time:31.652742385864258 Iteration: 1868 || Clusters count: 13 || Log posterior: -3951.430776714425 || Iter Time:0.01462101936340332 || Total time:31.66736340522766 Loading and distributing data: 0.000116 seconds (127 allocations: 13.070 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3991.9813583189452 || Iter Time:0.011193990707397461 || Total time:31.67855739593506 Iteration: 1870 || Clusters count: 13 || Log posterior: -3962.835785665312 || Iter Time:0.01568603515625 || Total time:31.69424343109131 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3985.975444189477 || Iter Time:0.012064933776855469 || Total time:31.706308364868164 Iteration: 1872 || Clusters count: 13 || Log posterior: -3966.108226788166 || Iter Time:0.016284942626953125 || Total time:31.722593307495117 Loading and distributing data: 0.000145 seconds (127 allocations: 13.070 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3953.4106994167314 || Iter Time:0.011905908584594727 || Total time:31.734499216079712 Iteration: 1874 || Clusters count: 13 || Log posterior: -3927.3231218091387 || Iter Time:0.014853954315185547 || Total time:31.749353170394897 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3915.5387149213175 || Iter Time:0.011946916580200195 || Total time:31.761300086975098 Iteration: 1876 || Clusters count: 13 || Log posterior: -3905.7227439692006 || Iter Time:0.0161740779876709 || Total time:31.77747416496277 Loading and distributing data: 0.000123 seconds (127 allocations: 13.070 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3945.3848110907156 || Iter Time:0.012375831604003906 || Total time:31.789849996566772 Iteration: 1878 || Clusters count: 13 || Log posterior: -3922.8780171187486 || Iter Time:0.016103029251098633 || Total time:31.80595302581787 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3982.189598484086 || Iter Time:0.012379884719848633 || Total time:31.81833291053772 Iteration: 1880 || Clusters count: 13 || Log posterior: -3958.597261552982 || Iter Time:0.015896081924438477 || Total time:31.834228992462158 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3958.5052522151536 || Iter Time:0.011894941329956055 || Total time:31.846123933792114 Iteration: 1882 || Clusters count: 13 || Log posterior: -3953.2517168945496 || Iter Time:0.015751123428344727 || Total time:31.86187505722046 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3970.7410810696706 || Iter Time:0.0118408203125 || Total time:31.87371587753296 Iteration: 1884 || Clusters count: 13 || Log posterior: -3950.979847646596 || Iter Time:0.015065193176269531 || Total time:31.88878107070923 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3988.9639396010098 || Iter Time:0.011076927185058594 || Total time:31.899857997894287 Iteration: 1886 || Clusters count: 13 || Log posterior: -3963.4774531482162 || Iter Time:0.016254901885986328 || Total time:31.916112899780273 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -4006.279951047605 || Iter Time:0.013564109802246094 || Total time:31.92967700958252 Iteration: 1888 || Clusters count: 13 || Log posterior: -3993.3442568359756 || Iter Time:0.015902042388916016 || Total time:31.945579051971436 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -4025.9924250887734 || Iter Time:0.013180017471313477 || Total time:31.95875906944275 Iteration: 1890 || Clusters count: 13 || Log posterior: -4015.2611277658334 || Iter Time:0.01611804962158203 || Total time:31.97487711906433 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -4009.4354281616643 || Iter Time:0.03497195243835449 || Total time:32.009849071502686 Iteration: 1892 || Clusters count: 13 || Log posterior: -3968.921365819174 || Iter Time:0.016052961349487305 || Total time:32.02590203285217 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3951.9426297929276 || Iter Time:0.012414932250976562 || Total time:32.03831696510315 Iteration: 1894 || Clusters count: 13 || Log posterior: -3936.1391019893003 || Iter Time:0.015604019165039062 || Total time:32.05392098426819 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3950.2137729442993 || Iter Time:0.011764049530029297 || Total time:32.06568503379822 Iteration: 1896 || Clusters count: 13 || Log posterior: -3940.2018048870177 || Iter Time:0.01538991928100586 || Total time:32.081074953079224 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3941.9459312996587 || Iter Time:0.011622905731201172 || Total time:32.092697858810425 Iteration: 1898 || Clusters count: 13 || Log posterior: -3928.9338800279766 || Iter Time:0.014990091323852539 || Total time:32.10768795013428 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3969.854622897879 || Iter Time:0.01101994514465332 || Total time:32.11870789527893 Iteration: 1900 || Clusters count: 13 || Log posterior: -3948.30273110424 || Iter Time:0.01560211181640625 || Total time:32.13431000709534 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -4019.1292927279446 || Iter Time:0.011343002319335938 || Total time:32.14565300941467 Iteration: 1902 || Clusters count: 13 || Log posterior: -3982.025055217077 || Iter Time:0.01530003547668457 || Total time:32.16095304489136 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -4016.1607499897987 || Iter Time:0.010921955108642578 || Total time:32.171875 Iteration: 1904 || Clusters count: 13 || Log posterior: -3996.9812285191733 || Iter Time:0.0158689022064209 || Total time:32.18774390220642 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -4059.0179492941206 || Iter Time:0.01269984245300293 || Total time:32.200443744659424 Iteration: 1906 || Clusters count: 14 || Log posterior: -4016.7016314596303 || Iter Time:0.016234159469604492 || Total time:32.21667790412903 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -4030.8764492150913 || Iter Time:0.01155400276184082 || Total time:32.22823190689087 Iteration: 1908 || Clusters count: 14 || Log posterior: -4004.0033806302486 || Iter Time:0.0155029296875 || Total time:32.24373483657837 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -4006.7135453531337 || Iter Time:0.011234045028686523 || Total time:32.254968881607056 Iteration: 1910 || Clusters count: 14 || Log posterior: -3990.711328668209 || Iter Time:0.01551508903503418 || Total time:32.27048397064209 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -4009.477145351068 || Iter Time:0.011489152908325195 || Total time:32.281973123550415 Iteration: 1912 || Clusters count: 14 || Log posterior: -3981.86871722733 || Iter Time:0.015884876251220703 || Total time:32.297857999801636 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3976.632559940767 || Iter Time:0.013528108596801758 || Total time:32.31138610839844 Iteration: 1914 || Clusters count: 14 || Log posterior: -3946.5463291244264 || Iter Time:0.015883922576904297 || Total time:32.32727003097534 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3986.946989842666 || Iter Time:0.012439966201782227 || Total time:32.339709997177124 Iteration: 1916 || Clusters count: 13 || Log posterior: -3960.71019894699 || Iter Time:0.015666961669921875 || Total time:32.355376958847046 Loading and distributing data: 0.000127 seconds (127 allocations: 13.070 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3935.2242693671865 || Iter Time:0.010756969451904297 || Total time:32.36613392829895 Iteration: 1918 || Clusters count: 13 || Log posterior: -3910.201770511732 || Iter Time:0.014854907989501953 || Total time:32.38098883628845 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3932.482371075519 || Iter Time:0.011101961135864258 || Total time:32.392090797424316 Iteration: 1920 || Clusters count: 13 || Log posterior: -3914.7492227277808 || Iter Time:0.015640974044799805 || Total time:32.407731771469116 Loading and distributing data: 0.000120 seconds (127 allocations: 13.070 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3963.362116588093 || Iter Time:0.011898994445800781 || Total time:32.41963076591492 Iteration: 1922 || Clusters count: 14 || Log posterior: -3943.1683848106513 || Iter Time:0.015398025512695312 || Total time:32.43502879142761 Loading and distributing data: 0.000123 seconds (127 allocations: 13.070 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3968.2389888483403 || Iter Time:0.010664939880371094 || Total time:32.44569373130798 Iteration: 1924 || Clusters count: 14 || Log posterior: -3952.4167873100996 || Iter Time:0.015694141387939453 || Total time:32.46138787269592 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3991.832896101103 || Iter Time:0.011255979537963867 || Total time:32.47264385223389 Iteration: 1926 || Clusters count: 14 || Log posterior: -3957.8776410502805 || Iter Time:0.015527009963989258 || Total time:32.488170862197876 Loading and distributing data: 0.000549 seconds (127 allocations: 13.102 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3998.990876521114 || Iter Time:0.011355876922607422 || Total time:32.49952673912048 Iteration: 1928 || Clusters count: 14 || Log posterior: -3974.7556699606184 || Iter Time:0.016160011291503906 || Total time:32.51568675041199 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -4003.4792597587357 || Iter Time:0.011940956115722656 || Total time:32.52762770652771 Iteration: 1930 || Clusters count: 13 || Log posterior: -3977.261493137724 || Iter Time:0.013431072235107422 || Total time:32.54105877876282 Loading and distributing data: 0.000110 seconds (127 allocations: 13.070 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3979.0783787809705 || Iter Time:0.010832071304321289 || Total time:32.55189085006714 Iteration: 1932 || Clusters count: 13 || Log posterior: -3955.110768678196 || Iter Time:0.015566110610961914 || Total time:32.5674569606781 Loading and distributing data: 0.000151 seconds (127 allocations: 13.070 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -4004.0267620803293 || Iter Time:0.011764049530029297 || Total time:32.57922101020813 Iteration: 1934 || Clusters count: 13 || Log posterior: -3962.1035487029876 || Iter Time:0.01574397087097168 || Total time:32.5949649810791 Loading and distributing data: 0.000139 seconds (127 allocations: 13.070 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3965.673526050734 || Iter Time:0.011957883834838867 || Total time:32.60692286491394 Iteration: 1936 || Clusters count: 13 || Log posterior: -3939.5748603360853 || Iter Time:0.015768051147460938 || Total time:32.6226909160614 Loading and distributing data: 0.000143 seconds (127 allocations: 13.070 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3997.00800414052 || Iter Time:0.011455059051513672 || Total time:32.634145975112915 Iteration: 1938 || Clusters count: 13 || Log posterior: -3981.4364524113857 || Iter Time:0.01609206199645996 || Total time:32.650238037109375 Loading and distributing data: 0.000120 seconds (127 allocations: 13.070 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -4026.873668149881 || Iter Time:0.012201786041259766 || Total time:32.662439823150635 Iteration: 1940 || Clusters count: 14 || Log posterior: -4007.5711167821773 || Iter Time:0.01592111587524414 || Total time:32.67836093902588 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -4019.984358554357 || Iter Time:0.012073993682861328 || Total time:32.69043493270874 Iteration: 1942 || Clusters count: 13 || Log posterior: -3991.9688674594977 || Iter Time:0.016386032104492188 || Total time:32.70682096481323 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -4040.6754832539245 || Iter Time:0.011386871337890625 || Total time:32.71820783615112 Iteration: 1944 || Clusters count: 13 || Log posterior: -4028.001336643856 || Iter Time:0.017920970916748047 || Total time:32.73612880706787 Loading and distributing data: 0.000126 seconds (127 allocations: 13.070 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -4036.4429470423534 || Iter Time:0.012369871139526367 || Total time:32.7484986782074 Iteration: 1946 || Clusters count: 13 || Log posterior: -4013.848708839331 || Iter Time:0.015678882598876953 || Total time:32.764177560806274 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -4046.06841700081 || Iter Time:0.012690067291259766 || Total time:32.776867628097534 Iteration: 1948 || Clusters count: 13 || Log posterior: -4002.8853433831027 || Iter Time:0.01654815673828125 || Total time:32.793415784835815 Loading and distributing data: 0.000141 seconds (127 allocations: 13.070 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3976.407451955414 || Iter Time:0.014616966247558594 || Total time:32.808032751083374 Iteration: 1950 || Clusters count: 14 || Log posterior: -3959.299692217246 || Iter Time:0.016277074813842773 || Total time:32.82430982589722 Loading and distributing data: 0.000131 seconds (127 allocations: 13.070 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3977.577350008378 || Iter Time:0.01160883903503418 || Total time:32.83591866493225 Iteration: 1952 || Clusters count: 14 || Log posterior: -3940.185870054547 || Iter Time:0.01692485809326172 || Total time:32.85284352302551 Loading and distributing data: 0.000129 seconds (127 allocations: 13.070 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3974.6587738181584 || Iter Time:0.01267385482788086 || Total time:32.865517377853394 Iteration: 1954 || Clusters count: 13 || Log posterior: -3947.579066983525 || Iter Time:0.017008066177368164 || Total time:32.88252544403076 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -4036.6905180491376 || Iter Time:0.011667966842651367 || Total time:32.89419341087341 Iteration: 1956 || Clusters count: 13 || Log posterior: -4008.9361630211624 || Iter Time:0.015490055084228516 || Total time:32.90968346595764 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -4000.3948394025606 || Iter Time:0.010781049728393555 || Total time:32.920464515686035 Iteration: 1958 || Clusters count: 13 || Log posterior: -3977.612015600563 || Iter Time:0.015681982040405273 || Total time:32.93614649772644 Loading and distributing data: 0.000137 seconds (127 allocations: 13.070 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3981.154489043256 || Iter Time:0.012495040893554688 || Total time:32.948641538619995 Iteration: 1960 || Clusters count: 13 || Log posterior: -3969.2270391923985 || Iter Time:0.016099929809570312 || Total time:32.964741468429565 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -4023.545771036302 || Iter Time:0.011836051940917969 || Total time:32.97657752037048 Iteration: 1962 || Clusters count: 13 || Log posterior: -3990.952409248537 || Iter Time:0.038041114807128906 || Total time:33.01461863517761 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -4011.3865584095906 || Iter Time:0.011945009231567383 || Total time:33.02656364440918 Iteration: 1964 || Clusters count: 13 || Log posterior: -3984.2635111690856 || Iter Time:0.015794038772583008 || Total time:33.04235768318176 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3952.590469311892 || Iter Time:0.011996030807495117 || Total time:33.05435371398926 Iteration: 1966 || Clusters count: 13 || Log posterior: -3927.963134258719 || Iter Time:0.015831947326660156 || Total time:33.07018566131592 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3943.308035621998 || Iter Time:0.011995792388916016 || Total time:33.082181453704834 Iteration: 1968 || Clusters count: 14 || Log posterior: -3932.5496960799264 || Iter Time:0.01612997055053711 || Total time:33.09831142425537 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -4003.246258119391 || Iter Time:0.012434005737304688 || Total time:33.110745429992676 Iteration: 1970 || Clusters count: 13 || Log posterior: -3974.608241734329 || Iter Time:0.016735076904296875 || Total time:33.12748050689697 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3983.867042390922 || Iter Time:0.013276100158691406 || Total time:33.140756607055664 Iteration: 1972 || Clusters count: 13 || Log posterior: -3949.9655249427324 || Iter Time:0.018427133560180664 || Total time:33.159183740615845 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3966.785399483986 || Iter Time:0.012974977493286133 || Total time:33.17215871810913 Iteration: 1974 || Clusters count: 13 || Log posterior: -3936.661596956824 || Iter Time:0.015841007232666016 || Total time:33.1879997253418 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3951.5553804531505 || Iter Time:0.011383056640625 || Total time:33.19938278198242 Iteration: 1976 || Clusters count: 13 || Log posterior: -3923.1485720438855 || Iter Time:0.0159149169921875 || Total time:33.21529769897461 Loading and distributing data: 0.000134 seconds (127 allocations: 13.070 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3951.7592071662675 || Iter Time:0.011574983596801758 || Total time:33.22687268257141 Iteration: 1978 || Clusters count: 13 || Log posterior: -3924.739577679708 || Iter Time:0.016555070877075195 || Total time:33.243427753448486 Loading and distributing data: 0.000161 seconds (127 allocations: 13.070 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3992.5867112578917 || Iter Time:0.013257026672363281 || Total time:33.25668478012085 Iteration: 1980 || Clusters count: 13 || Log posterior: -3970.2288358063743 || Iter Time:0.016180992126464844 || Total time:33.272865772247314 Loading and distributing data: 0.000123 seconds (127 allocations: 13.070 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -4024.8988353807013 || Iter Time:0.012955904006958008 || Total time:33.28582167625427 Iteration: 1982 || Clusters count: 14 || Log posterior: -3981.65397294925 || Iter Time:0.01628708839416504 || Total time:33.30210876464844 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -4003.199182260801 || Iter Time:0.011974811553955078 || Total time:33.31408357620239 Iteration: 1984 || Clusters count: 14 || Log posterior: -3981.9625986328297 || Iter Time:0.016922950744628906 || Total time:33.33100652694702 Loading and distributing data: 0.000132 seconds (127 allocations: 13.070 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3981.3591684843072 || Iter Time:0.012521982192993164 || Total time:33.343528509140015 Iteration: 1986 || Clusters count: 13 || Log posterior: -3963.391675764075 || Iter Time:0.015796899795532227 || Total time:33.35932540893555 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -4010.606689153915 || Iter Time:0.011890888214111328 || Total time:33.37121629714966 Iteration: 1988 || Clusters count: 13 || Log posterior: -3974.2583180321517 || Iter Time:0.015590190887451172 || Total time:33.38680648803711 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3969.5458590172034 || Iter Time:0.01158595085144043 || Total time:33.39839243888855 Iteration: 1990 || Clusters count: 13 || Log posterior: -3942.765268860531 || Iter Time:0.016370058059692383 || Total time:33.41476249694824 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3938.3466463981326 || Iter Time:0.011214017868041992 || Total time:33.425976514816284 Iteration: 1992 || Clusters count: 13 || Log posterior: -3919.6144228248722 || Iter Time:0.016839981079101562 || Total time:33.442816495895386 Loading and distributing data: 0.000119 seconds (127 allocations: 13.070 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3977.347616163353 || Iter Time:0.011796951293945312 || Total time:33.45461344718933 Iteration: 1994 || Clusters count: 13 || Log posterior: -3944.6237508519353 || Iter Time:0.01559305191040039 || Total time:33.47020649909973 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3971.6817843520766 || Iter Time:0.012649059295654297 || Total time:33.482855558395386 Iteration: 1996 || Clusters count: 13 || Log posterior: -3951.73578767167 || Iter Time:0.014705896377563477 || Total time:33.49756145477295 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3972.2908285221833 || Iter Time:0.03380990028381348 || Total time:33.53137135505676 Iteration: 1998 || Clusters count: 13 || Log posterior: -3960.1623381043996 || Iter Time:0.015722990036010742 || Total time:33.54709434509277 Loading and distributing data: 0.000119 seconds (127 allocations: 13.070 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3982.9191738913332 || Iter Time:0.010830163955688477 || Total time:33.55792450904846 Iteration: 2000 || Clusters count: 13 || Log posterior: -3965.9528121782178 || Iter Time:0.015047788619995117 || Total time:33.57297229766846 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3967.7282156305255 || Iter Time:0.014594078063964844 || Total time:33.58756637573242 Iteration: 2002 || Clusters count: 13 || Log posterior: -3943.8729306810988 || Iter Time:0.01421499252319336 || Total time:33.601781368255615 Loading and distributing data: 0.000117 seconds (127 allocations: 13.070 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3968.516592064229 || Iter Time:0.010380029678344727 || Total time:33.61216139793396 Iteration: 2004 || Clusters count: 13 || Log posterior: -3946.7456671108166 || Iter Time:0.015902996063232422 || Total time:33.62806439399719 Loading and distributing data: 0.000128 seconds (127 allocations: 13.070 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3974.0713254541674 || Iter Time:0.012814044952392578 || Total time:33.640878438949585 Iteration: 2006 || Clusters count: 13 || Log posterior: -3963.731980857191 || Iter Time:0.01651906967163086 || Total time:33.657397508621216 Loading and distributing data: 0.000136 seconds (127 allocations: 13.070 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3981.7724122249833 || Iter Time:0.012542009353637695 || Total time:33.66993951797485 Iteration: 2008 || Clusters count: 13 || Log posterior: -3969.7007358482547 || Iter Time:0.016836166381835938 || Total time:33.68677568435669 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -4017.589139231072 || Iter Time:0.012450933456420898 || Total time:33.69922661781311 Iteration: 2010 || Clusters count: 13 || Log posterior: -4000.228371937242 || Iter Time:0.015251874923706055 || Total time:33.714478492736816 Loading and distributing data: 0.000125 seconds (127 allocations: 13.070 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -4014.53323982201 || Iter Time:0.011619806289672852 || Total time:33.72609829902649 Iteration: 2012 || Clusters count: 13 || Log posterior: -3977.704436875363 || Iter Time:0.016587018966674805 || Total time:33.742685317993164 Loading and distributing data: 0.000146 seconds (127 allocations: 13.070 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -4000.198094712515 || Iter Time:0.012397050857543945 || Total time:33.75508236885071 Iteration: 2014 || Clusters count: 13 || Log posterior: -3978.5775936579075 || Iter Time:0.014756917953491211 || Total time:33.7698392868042 Loading and distributing data: 0.000124 seconds (127 allocations: 13.070 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3969.4862972462965 || Iter Time:0.011343955993652344 || Total time:33.78118324279785 Iteration: 2016 || Clusters count: 13 || Log posterior: -3955.518368289648 || Iter Time:0.014905929565429688 || Total time:33.79608917236328 Loading and distributing data: 0.000135 seconds (127 allocations: 13.070 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3978.268306392352 || Iter Time:0.01096796989440918 || Total time:33.80705714225769 Iteration: 2018 || Clusters count: 13 || Log posterior: -3968.292450467124 || Iter Time:0.014822006225585938 || Total time:33.821879148483276 Loading and distributing data: 0.000130 seconds (127 allocations: 13.070 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3978.753871944839 || Iter Time:0.012855052947998047 || Total time:33.834734201431274 Iteration: 2020 || Clusters count: 14 || Log posterior: -3963.0937043936233 || Iter Time:0.016121864318847656 || Total time:33.85085606575012 Loading and distributing data: 0.000121 seconds (127 allocations: 13.070 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3959.86186925189 || Iter Time:0.011664867401123047 || Total time:33.862520933151245 Iteration: 2022 || Clusters count: 13 || Log posterior: -3943.7609759079583 || Iter Time:0.015463113784790039 || Total time:33.877984046936035 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3988.2822134750077 || Iter Time:0.011029958724975586 || Total time:33.88901400566101 Iteration: 2024 || Clusters count: 13 || Log posterior: -3961.2876564560797 || Iter Time:0.01570916175842285 || Total time:33.904723167419434 Loading and distributing data: 0.000140 seconds (127 allocations: 13.070 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3957.9030899527984 || Iter Time:0.011464834213256836 || Total time:33.91618800163269 Iteration: 2026 || Clusters count: 13 || Log posterior: -3942.669341786974 || Iter Time:0.015765905380249023 || Total time:33.93195390701294 Loading and distributing data: 0.000122 seconds (127 allocations: 13.070 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3958.9177068985305 || Iter Time:0.011710166931152344 || Total time:33.94366407394409 Iteration: 2028 || Clusters count: 13 || Log posterior: -3941.7549800875636 || Iter Time:0.01602792739868164 || Total time:33.95969200134277 Avg NMI: 0.8866628101131174 Full NMI: 0.860204275677978 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m19.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 188.82s PkgEval succeeded after 335.94s