Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1099 (5c93bf20fd*) started at 2025-09-09T17:53:27.296 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.9s ################################################################################ # 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 v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [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 v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.8.12 [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 4.91s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 91.44s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_37XceM/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_37XceM/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 v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [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 v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.8.12 [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: 3.266999 seconds (975.15 k allocations: 59.807 MiB, 99.93% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:17.586979866027832 || Total time:17.586979866027832 Iteration: 1 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.0056149959564208984 || Total time:17.592594861984253 Iteration: 2 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.00521397590637207 || Total time:17.597808837890625 Iteration: 3 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.005296945571899414 || Total time:17.603105783462524 Iteration: 4 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.01660895347595215 || Total time:17.619714736938477 Iteration: 5 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.005607128143310547 || Total time:17.625321865081787 Iteration: 6 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.005513906478881836 || Total time:17.63083577156067 Iteration: 7 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.0055999755859375 || Total time:17.636435747146606 Iteration: 8 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.0052988529205322266 || Total time:17.64173460006714 Iteration: 9 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.0054590702056884766 || Total time:17.647193670272827 Iteration: 10 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.005141019821166992 || Total time:17.652334690093994 Iteration: 11 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.005445003509521484 || Total time:17.657779693603516 Iteration: 12 || Clusters count: 1 || Log posterior: -233090.00673629093 || Iter Time:0.0051479339599609375 || Total time:17.662927627563477 Iteration: 13 || Clusters count: 2 || Log posterior: -232759.32709226792 || Iter Time:3.992011070251465 || Total time:21.65493869781494 Iteration: 14 || Clusters count: 2 || Log posterior: -232767.6114246241 || Iter Time:0.006125211715698242 || Total time:21.66106390953064 Iteration: 15 || Clusters count: 2 || Log posterior: -232733.32885971313 || Iter Time:0.005568981170654297 || Total time:21.666632890701294 Iteration: 16 || Clusters count: 2 || Log posterior: -232738.69898525006 || Iter Time:0.005615949630737305 || Total time:21.67224884033203 Iteration: 17 || Clusters count: 2 || Log posterior: -232750.21167221313 || Iter Time:0.005751132965087891 || Total time:21.67799997329712 Iteration: 18 || Clusters count: 2 || Log posterior: -232750.96167221313 || Iter Time:0.0055599212646484375 || Total time:21.683559894561768 Iteration: 19 || Clusters count: 2 || Log posterior: -232763.6581162741 || Iter Time:0.005570173263549805 || Total time:21.689130067825317 Iteration: 20 || Clusters count: 2 || Log posterior: -232672.9081162741 || Iter Time:3.2887229919433594 || Total time:24.977853059768677 Loading and distributing data: 0.043174 seconds (128 allocations: 395.992 KiB, 97.44% gc time) Iteration: 21 || Clusters count: 2 || Log posterior: -232881.85489654745 || Iter Time:0.030856847763061523 || Total time:25.00870990753174 Iteration: 22 || Clusters count: 2 || Log posterior: -232846.02005365628 || Iter Time:0.0059168338775634766 || Total time:25.0146267414093 Iteration: 23 || Clusters count: 2 || Log posterior: -232776.12925812096 || Iter Time:0.005728006362915039 || Total time:25.020354747772217 Iteration: 24 || Clusters count: 2 || Log posterior: -232736.4769355545 || Iter Time:0.005681037902832031 || Total time:25.02603578567505 Iteration: 25 || Clusters count: 2 || Log posterior: -232737.2299566883 || Iter Time:0.005730867385864258 || Total time:25.031766653060913 Iteration: 26 || Clusters count: 2 || Log posterior: -232733.59924452667 || Iter Time:0.005666971206665039 || Total time:25.037433624267578 Iteration: 27 || Clusters count: 2 || Log posterior: -232739.88026081704 || Iter Time:0.005584001541137695 || Total time:25.043017625808716 Iteration: 28 || Clusters count: 3 || Log posterior: -232368.159835862 || Iter Time:0.00692296028137207 || Total time:25.049940586090088 Iteration: 29 || Clusters count: 3 || Log posterior: -232280.39340238247 || Iter Time:0.006012916564941406 || Total time:25.05595350265503 Iteration: 30 || Clusters count: 3 || Log posterior: -232225.91777040233 || Iter Time:0.0060880184173583984 || Total time:25.062041521072388 Iteration: 31 || Clusters count: 3 || Log posterior: -232196.7968685567 || Iter Time:0.006148099899291992 || Total time:25.06818962097168 Iteration: 32 || Clusters count: 3 || Log posterior: -232208.23233039354 || Iter Time:0.006031990051269531 || Total time:25.07422161102295 Iteration: 33 || Clusters count: 3 || Log posterior: -232217.76882126406 || Iter Time:0.00586700439453125 || Total time:25.08008861541748 Iteration: 34 || Clusters count: 3 || Log posterior: -232186.49985042328 || Iter Time:0.006064891815185547 || Total time:25.086153507232666 Iteration: 35 || Clusters count: 3 || Log posterior: -232180.603490322 || Iter Time:0.005984067916870117 || Total time:25.092137575149536 Iteration: 36 || Clusters count: 3 || Log posterior: -232096.74223545578 || Iter Time:0.006033182144165039 || Total time:25.0981707572937 Iteration: 37 || Clusters count: 3 || Log posterior: -232063.37152910334 || Iter Time:0.006001949310302734 || Total time:25.104172706604004 Iteration: 38 || Clusters count: 3 || Log posterior: -232055.5375730681 || Iter Time:0.005980968475341797 || Total time:25.110153675079346 Iteration: 39 || Clusters count: 3 || Log posterior: -232035.88861587006 || Iter Time:0.006098031997680664 || Total time:25.116251707077026 Iteration: 40 || Clusters count: 3 || Log posterior: -232043.31332931365 || Iter Time:0.005828857421875 || Total time:25.1220805644989 Iteration: 41 || Clusters count: 3 || Log posterior: -231997.7913406579 || Iter Time:0.005771160125732422 || Total time:25.127851724624634 Loading and distributing data: 0.000748 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262209.5427594262 || Iter Time:0.045629024505615234 || Total time:25.17348074913025 Iteration: 43 || Clusters count: 3 || Log posterior: -262198.17128170776 || Iter Time:0.005759000778198242 || Total time:25.179239749908447 Iteration: 44 || Clusters count: 3 || Log posterior: -262196.923731075 || Iter Time:0.00680994987487793 || Total time:25.186049699783325 Iteration: 45 || Clusters count: 3 || Log posterior: -262219.7817725833 || Iter Time:0.03942394256591797 || Total time:25.225473642349243 Iteration: 46 || Clusters count: 3 || Log posterior: -262192.47076516337 || Iter Time:0.00727391242980957 || Total time:25.232747554779053 Iteration: 47 || Clusters count: 4 || Log posterior: -261912.17951634515 || Iter Time:0.008646965026855469 || Total time:25.241394519805908 Iteration: 48 || Clusters count: 4 || Log posterior: -261889.38584772908 || Iter Time:0.007158041000366211 || Total time:25.248552560806274 Iteration: 49 || Clusters count: 4 || Log posterior: -261842.36358772634 || Iter Time:0.00696110725402832 || Total time:25.255513668060303 Iteration: 50 || Clusters count: 4 || Log posterior: -261872.3870920733 || Iter Time:0.0072460174560546875 || Total time:25.262759685516357 Iteration: 51 || Clusters count: 4 || Log posterior: -261856.23578794132 || Iter Time:0.006885051727294922 || Total time:25.269644737243652 Iteration: 52 || Clusters count: 4 || Log posterior: -261848.27636363808 || Iter Time:0.006942033767700195 || Total time:25.276586771011353 Iteration: 53 || Clusters count: 4 || Log posterior: -261828.16691897117 || Iter Time:0.006967782974243164 || Total time:25.283554553985596 Iteration: 54 || Clusters count: 4 || Log posterior: -261840.96092806317 || Iter Time:0.006834983825683594 || Total time:25.29038953781128 Iteration: 55 || Clusters count: 4 || Log posterior: -261841.78011803408 || Iter Time:0.006973981857299805 || Total time:25.29736351966858 Iteration: 56 || Clusters count: 4 || Log posterior: -261840.8513364365 || Iter Time:0.00701904296875 || Total time:25.30438256263733 Iteration: 57 || Clusters count: 4 || Log posterior: -261830.5691504839 || Iter Time:0.007263898849487305 || Total time:25.311646461486816 Iteration: 58 || Clusters count: 4 || Log posterior: -261840.47249957922 || Iter Time:0.007097005844116211 || Total time:25.318743467330933 Iteration: 59 || Clusters count: 5 || Log posterior: -261558.93811372464 || Iter Time:0.00863194465637207 || Total time:25.327375411987305 Iteration: 60 || Clusters count: 5 || Log posterior: -261484.26205730866 || Iter Time:0.007585048675537109 || Total time:25.334960460662842 Iteration: 61 || Clusters count: 5 || Log posterior: -261515.87461658864 || Iter Time:0.007673025131225586 || Total time:25.342633485794067 Iteration: 62 || Clusters count: 5 || Log posterior: -261386.00325972546 || Iter Time:0.8064358234405518 || Total time:26.14906930923462 Loading and distributing data: 0.000805 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261183.17789915574 || Iter Time:0.008468866348266602 || Total time:26.157538175582886 Iteration: 64 || Clusters count: 7 || Log posterior: -260878.55508997335 || Iter Time:0.008581876754760742 || Total time:26.166120052337646 Iteration: 65 || Clusters count: 7 || Log posterior: -260739.7381036742 || Iter Time:0.0274810791015625 || Total time:26.19360113143921 Iteration: 66 || Clusters count: 7 || Log posterior: -260709.2673693445 || Iter Time:0.007951021194458008 || Total time:26.201552152633667 Iteration: 67 || Clusters count: 7 || Log posterior: -260687.90995111613 || Iter Time:0.007738828659057617 || Total time:26.209290981292725 Iteration: 68 || Clusters count: 7 || Log posterior: -260641.11389974778 || Iter Time:0.007543087005615234 || Total time:26.21683406829834 Iteration: 69 || Clusters count: 7 || Log posterior: -260658.27271900987 || Iter Time:0.007570028305053711 || Total time:26.224404096603394 Iteration: 70 || Clusters count: 7 || Log posterior: -260656.67076885718 || Iter Time:0.007722139358520508 || Total time:26.232126235961914 Iteration: 71 || Clusters count: 7 || Log posterior: -260645.2772500484 || Iter Time:0.007358074188232422 || Total time:26.239484310150146 Iteration: 72 || Clusters count: 7 || Log posterior: -260656.6992768356 || Iter Time:0.007753133773803711 || Total time:26.24723744392395 Iteration: 73 || Clusters count: 7 || Log posterior: -260616.80057169922 || Iter Time:0.0075380802154541016 || Total time:26.254775524139404 Iteration: 74 || Clusters count: 9 || Log posterior: -260213.33784305237 || Iter Time:0.00949716567993164 || Total time:26.264272689819336 Iteration: 75 || Clusters count: 9 || Log posterior: -260104.56469713297 || Iter Time:0.008371829986572266 || Total time:26.272644519805908 Iteration: 76 || Clusters count: 9 || Log posterior: -260103.20048909355 || Iter Time:0.008421897888183594 || Total time:26.281066417694092 Iteration: 77 || Clusters count: 9 || Log posterior: -260091.47999872148 || Iter Time:0.00830984115600586 || Total time:26.289376258850098 Iteration: 78 || Clusters count: 9 || Log posterior: -260078.70004594084 || Iter Time:0.008833885192871094 || Total time:26.29821014404297 Iteration: 79 || Clusters count: 9 || Log posterior: -260066.99264089577 || Iter Time:0.02218794822692871 || Total time:26.320398092269897 Iteration: 80 || Clusters count: 9 || Log posterior: -260080.15523036235 || Iter Time:0.00849294662475586 || Total time:26.328891038894653 Iteration: 81 || Clusters count: 9 || Log posterior: -260082.5861680264 || Iter Time:0.008808135986328125 || Total time:26.33769917488098 Iteration: 82 || Clusters count: 9 || Log posterior: -260063.15081057954 || Iter Time:0.008843183517456055 || Total time:26.346542358398438 Iteration: 83 || Clusters count: 9 || Log posterior: -260015.61289900908 || Iter Time:0.008569002151489258 || Total time:26.355111360549927 Loading and distributing data: 0.000792 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258367.79989073717 || Iter Time:0.011928081512451172 || Total time:26.367039442062378 Iteration: 85 || Clusters count: 13 || Log posterior: -257954.98115183925 || Iter Time:0.020428895950317383 || Total time:26.387468338012695 Iteration: 86 || Clusters count: 13 || Log posterior: -257917.58110688292 || Iter Time:0.009524106979370117 || Total time:26.396992444992065 Iteration: 87 || Clusters count: 13 || Log posterior: -257909.5479240425 || Iter Time:0.009341955184936523 || Total time:26.406334400177002 Iteration: 88 || Clusters count: 13 || Log posterior: -257922.45030633733 || Iter Time:0.009557962417602539 || Total time:26.415892362594604 Iteration: 89 || Clusters count: 15 || Log posterior: -257021.5521643897 || Iter Time:0.014592885971069336 || Total time:26.430485248565674 Iteration: 90 || Clusters count: 15 || Log posterior: -256949.0575972156 || Iter Time:0.009763002395629883 || Total time:26.440248250961304 Iteration: 91 || Clusters count: 15 || Log posterior: -256933.37626802898 || Iter Time:0.010447025299072266 || Total time:26.450695276260376 Iteration: 92 || Clusters count: 15 || Log posterior: -256924.44360216794 || Iter Time:0.010214090347290039 || Total time:26.460909366607666 Iteration: 93 || Clusters count: 15 || Log posterior: -256920.71120301436 || Iter Time:0.010248899459838867 || Total time:26.471158266067505 Iteration: 94 || Clusters count: 15 || Log posterior: -256892.97982962476 || Iter Time:0.010521888732910156 || Total time:26.481680154800415 Iteration: 95 || Clusters count: 16 || Log posterior: -256460.24826776632 || Iter Time:0.015811920166015625 || Total time:26.49749207496643 Iteration: 96 || Clusters count: 16 || Log posterior: -256420.60950751 || Iter Time:0.011141061782836914 || Total time:26.508633136749268 Iteration: 97 || Clusters count: 16 || Log posterior: -256410.8014362291 || Iter Time:0.011140108108520508 || Total time:26.519773244857788 Iteration: 98 || Clusters count: 16 || Log posterior: -256400.38896846445 || Iter Time:0.011034965515136719 || Total time:26.530808210372925 Iteration: 99 || Clusters count: 16 || Log posterior: -256408.92483597898 || Iter Time:0.012923002243041992 || Total time:26.543731212615967 Iteration: 100 || Clusters count: 16 || Log posterior: -256391.80592530244 || Iter Time:0.01730489730834961 || Total time:26.561036109924316 Iteration: 101 || Clusters count: 16 || Log posterior: -256398.4493744889 || Iter Time:0.013477087020874023 || Total time:26.57451319694519 Iteration: 102 || Clusters count: 16 || Log posterior: -256404.07811556096 || Iter Time:0.013762950897216797 || Total time:26.588276147842407 Iteration: 103 || Clusters count: 16 || Log posterior: -256398.34279705503 || Iter Time:0.013707876205444336 || Total time:26.60198402404785 Iteration: 104 || Clusters count: 16 || Log posterior: -256388.74069429285 || Iter Time:0.01786494255065918 || Total time:26.61984896659851 Loading and distributing data: 0.000805 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256140.80467016125 || Iter Time:0.016005992889404297 || Total time:26.635854959487915 Iteration: 106 || Clusters count: 17 || Log posterior: -256061.23835678215 || Iter Time:0.01640605926513672 || Total time:26.65226101875305 Iteration: 107 || Clusters count: 17 || Log posterior: -256062.45522094754 || Iter Time:0.019655942916870117 || Total time:26.671916961669922 Iteration: 108 || Clusters count: 18 || Log posterior: -255836.67084708213 || Iter Time:0.017483949661254883 || Total time:26.689400911331177 Iteration: 109 || Clusters count: 18 || Log posterior: -255828.91278009763 || Iter Time:0.016646146774291992 || Total 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time:26.991556406021118 Iteration: 124 || Clusters count: 18 || Log posterior: -255844.43733812598 || Iter Time:0.02253890037536621 || Total time:27.014095306396484 Iteration: 125 || Clusters count: 18 || Log posterior: -255828.04195075348 || Iter Time:0.024145126342773438 || Total time:27.038240432739258 Loading and distributing data: 0.000828 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255199.38722948954 || Iter Time:0.02231001853942871 || Total time:27.060550451278687 Iteration: 127 || Clusters count: 19 || Log posterior: -255130.257270824 || Iter Time:0.021653175354003906 || Total time:27.08220362663269 Iteration: 128 || Clusters count: 19 || Log posterior: -255127.3213717166 || Iter Time:0.025896072387695312 || Total time:27.108099699020386 Iteration: 129 || Clusters count: 19 || Log posterior: -255126.96697424728 || Iter Time:0.021929025650024414 || Total time:27.13002872467041 Iteration: 130 || Clusters count: 19 || Log posterior: -255131.17828593537 || Iter Time:0.05608201026916504 || Total time:27.186110734939575 Iteration: 131 || Clusters count: 19 || Log posterior: -255133.22336756525 || Iter Time:0.026959896087646484 || Total time:27.21307063102722 Iteration: 132 || Clusters count: 19 || Log posterior: -255127.77239654431 || Iter Time:0.02552318572998047 || Total time:27.238593816757202 Iteration: 133 || Clusters count: 19 || Log posterior: -255125.6246861415 || Iter Time:0.028605937957763672 || Total time:27.267199754714966 Iteration: 134 || Clusters count: 19 || Log posterior: -255123.64144542068 || Iter Time:0.02363300323486328 || Total time:27.29083275794983 Iteration: 135 || Clusters count: 19 || Log posterior: -255127.45651986016 || Iter Time:0.02321791648864746 || Total time:27.314050674438477 Iteration: 136 || Clusters count: 19 || Log posterior: -255127.45651986016 || Iter Time:0.02877497673034668 || Total time:27.342825651168823 Iteration: 137 || Clusters count: 19 || Log posterior: 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-255125.76423717078 || Iter Time:0.02829599380493164 || Total time:27.548680543899536 Iteration: 145 || Clusters count: 19 || Log posterior: -255123.43025943724 || Iter Time:0.02325296401977539 || Total time:27.57193350791931 Iteration: 146 || Clusters count: 19 || Log posterior: -255119.8585705903 || Iter Time:0.02496790885925293 || Total time:27.596901416778564 Loading and distributing data: 0.001030 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255579.865388785 || Iter Time:0.022678136825561523 || Total time:27.619579553604126 Iteration: 148 || Clusters count: 20 || Log posterior: -255543.24754399105 || Iter Time:0.02133917808532715 || Total time:27.640918731689453 Iteration: 149 || Clusters count: 20 || Log posterior: -255535.5565895231 || Iter Time:0.025988101959228516 || Total time:27.66690683364868 Iteration: 150 || Clusters count: 20 || Log posterior: -255534.94524076735 || Iter Time:0.021224021911621094 || Total 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-255491.24223026005 || Iter Time:0.03394794464111328 || Total time:28.20822501182556 Iteration: 172 || Clusters count: 20 || Log posterior: -255491.24223026005 || Iter Time:0.02521681785583496 || Total time:28.233441829681396 Iteration: 173 || Clusters count: 20 || Log posterior: -255491.34123271727 || Iter Time:0.024821043014526367 || Total time:28.258262872695923 Iteration: 174 || Clusters count: 20 || Log posterior: -255498.964616513 || Iter Time:0.028463125228881836 || Total time:28.286725997924805 Iteration: 175 || Clusters count: 20 || Log posterior: -255492.7083927764 || Iter Time:0.02446603775024414 || Total time:28.31119203567505 Iteration: 176 || Clusters count: 20 || Log posterior: -255494.90421452632 || Iter Time:0.030152082443237305 || Total time:28.341344118118286 Iteration: 177 || Clusters count: 20 || Log posterior: -255492.97397518862 || Iter Time:0.02802586555480957 || Total time:28.369369983673096 Iteration: 178 || Clusters count: 20 || Log posterior: -255489.18159693456 || Iter Time:0.031373023986816406 || Total time:28.400743007659912 Iteration: 179 || Clusters count: 20 || Log posterior: -255489.55750210816 || Iter Time:0.028089046478271484 || Total time:28.428832054138184 Iteration: 180 || Clusters count: 20 || Log posterior: -255493.0316847765 || Iter Time:0.02775883674621582 || Total time:28.4565908908844 Iteration: 181 || Clusters count: 20 || Log posterior: -255490.5477431434 || Iter Time:0.03223896026611328 || Total time:28.488829851150513 Iteration: 182 || Clusters count: 20 || Log posterior: -255486.57997308383 || Iter Time:0.0280001163482666 || Total time:28.51682996749878 Iteration: 183 || Clusters count: 20 || Log posterior: -255501.52244183837 || Iter Time:0.03194999694824219 || Total time:28.54877996444702 Iteration: 184 || Clusters count: 20 || Log posterior: -255494.28039384878 || Iter Time:0.028310775756835938 || Total time:28.577090740203857 Iteration: 185 || Clusters count: 20 || Log posterior: -255496.2012636212 || Iter Time:0.03261089324951172 || Total time:28.60970163345337 Iteration: 186 || Clusters count: 20 || Log posterior: -255490.7995627948 || Iter Time:0.028537988662719727 || Total time:28.63823962211609 Iteration: 187 || Clusters count: 20 || Log posterior: -255487.55632273032 || Iter Time:0.029072999954223633 || Total time:28.667312622070312 Iteration: 188 || Clusters count: 20 || Log posterior: -255487.55632273032 || Iter Time:0.029781103134155273 || Total time:28.697093725204468 Loading and distributing data: 0.000975 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255224.46870270255 || Iter Time:0.025930166244506836 || Total time:28.723023891448975 Iteration: 190 || Clusters count: 20 || Log posterior: -255210.0475238893 || Iter Time:0.028363943099975586 || Total time:28.75138783454895 Iteration: 191 || Clusters count: 20 || Log posterior: -255229.29804995403 || Iter Time:0.024772167205810547 || Total time:28.77616000175476 Iteration: 192 || Clusters count: 20 || Log posterior: -255214.81170081132 || Iter Time:0.02366495132446289 || Total time:28.799824953079224 Iteration: 193 || Clusters count: 20 || Log posterior: -255220.0663454673 || Iter Time:0.027979135513305664 || Total time:28.82780408859253 Iteration: 194 || Clusters count: 20 || Log posterior: -255221.55815777878 || Iter Time:0.02425217628479004 || Total time:28.85205626487732 Iteration: 195 || Clusters count: 20 || Log posterior: -255215.36620145588 || Iter Time:0.02948594093322754 || Total time:28.881542205810547 Iteration: 196 || Clusters count: 20 || Log posterior: -255217.72837931465 || Iter Time:0.024453163146972656 || Total time:28.90599536895752 Iteration: 197 || Clusters count: 20 || Log posterior: -255212.9939054172 || Iter Time:0.02463984489440918 || Total time:28.93063521385193 Iteration: 198 || Clusters count: 20 || Log posterior: -255208.21340699468 || Iter Time:0.02914714813232422 || Total time:28.959782361984253 Iteration: 199 || Clusters count: 20 || Log posterior: -255208.21340699468 || Iter Time:0.025290966033935547 || Total time:28.98507332801819 Iteration: 200 || Clusters count: 20 || Log posterior: -255209.27129978087 || Iter Time:0.028029918670654297 || Total time:29.013103246688843 Iteration: 201 || Clusters count: 20 || Log posterior: -255213.193856309 || Iter Time:0.023894071578979492 || Total time:29.036997318267822 Iteration: 202 || Clusters count: 20 || Log posterior: -255213.63061674582 || Iter Time:0.02347111701965332 || Total time:29.060468435287476 Iteration: 203 || Clusters count: 20 || Log posterior: -255212.18856872313 || Iter Time:0.027759075164794922 || Total time:29.08822751045227 Iteration: 204 || Clusters count: 20 || Log posterior: -255211.28941671565 || Iter Time:0.027657032012939453 || Total time:29.11588454246521 Iteration: 205 || Clusters count: 20 || Log posterior: -255209.20747816734 || Iter Time:0.03129887580871582 || Total time:29.147183418273926 Iteration: 206 || Clusters count: 20 || Log posterior: -255208.52447596673 || Iter Time:0.02930307388305664 || Total time:29.176486492156982 Iteration: 207 || Clusters count: 20 || Log posterior: -255207.2888869976 || Iter Time:0.03174710273742676 || Total time:29.20823359489441 Iteration: 208 || Clusters count: 20 || Log posterior: -255208.62322957188 || Iter Time:0.027058839797973633 || Total time:29.235292434692383 Iteration: 209 || Clusters count: 20 || Log posterior: -255208.62322957188 || Iter Time:0.024962902069091797 || Total time:29.260255336761475 NMI: 0.761344546762156 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m28.1s [12319, 76595, 20705, 34384, 74906, 38459, 135606, 6239, 47259, 140305, 115582, 51772, 12599, 60321, 77416, 37233, 27860, 7485, 16249, 6706] Loading and distributing data: 0.000268 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:5.324082136154175 || Total time:5.324082136154175 Iteration: 1 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0020902156829833984 || Total time:5.326172351837158 Iteration: 2 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0014019012451171875 || Total time:5.327574253082275 Iteration: 3 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0012929439544677734 || Total time:5.328867197036743 Iteration: 4 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0013051033020019531 || Total time:5.330172300338745 Iteration: 5 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0013210773468017578 || Total time:5.331493377685547 Iteration: 6 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0013418197631835938 || Total time:5.3328351974487305 Iteration: 7 || Clusters count: 1 || Log posterior: -6884.9245825589405 || Iter Time:0.0013189315795898438 || Total time:5.33415412902832 Iteration: 8 || Clusters count: 2 || Log posterior: -6858.015325162087 || Iter Time:0.14848899841308594 || Total time:5.482643127441406 Iteration: 9 || Clusters count: 2 || Log posterior: -6860.8160454339095 || Iter Time:0.0020771026611328125 || Total time:5.484720230102539 Iteration: 10 || Clusters count: 2 || Log posterior: -6868.641911985812 || Iter Time:0.0017731189727783203 || Total time:5.486493349075317 Iteration: 11 || Clusters count: 2 || Log posterior: -6876.211403077953 || Iter Time:0.0016870498657226562 || Total time:5.48818039894104 Iteration: 12 || Clusters count: 2 || Log posterior: -6862.10880321423 || Iter Time:0.0016889572143554688 || Total time:5.4898693561553955 Iteration: 13 || Clusters count: 2 || Log posterior: -6852.768079259408 || Iter Time:0.0015501976013183594 || Total time:5.491419553756714 Iteration: 14 || Clusters count: 2 || Log posterior: -6864.556240726356 || Iter Time:0.0015990734100341797 || 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Iteration: 22 || Clusters count: 3 || Log posterior: -6299.011702934644 || Iter Time:0.002026796340942383 || Total time:5.510229110717773 Iteration: 23 || Clusters count: 3 || Log posterior: -6296.23382645534 || Iter Time:0.0020279884338378906 || Total time:5.512257099151611 Iteration: 24 || Clusters count: 3 || Log posterior: -6289.073439412297 || Iter Time:0.0019948482513427734 || Total time:5.514251947402954 Iteration: 25 || Clusters count: 3 || Log posterior: -6295.054829620445 || Iter Time:0.0018911361694335938 || Total time:5.516143083572388 Iteration: 26 || Clusters count: 3 || Log posterior: -6305.986862048829 || Iter Time:0.001981973648071289 || Total time:5.518125057220459 Iteration: 27 || Clusters count: 3 || Log posterior: -6312.420757141241 || Iter Time:0.0019559860229492188 || Total time:5.520081043243408 Iteration: 28 || Clusters count: 4 || Log posterior: -6133.452037727074 || Iter Time:0.004203081130981445 || Total time:5.52428412437439 Iteration: 29 || Clusters count: 4 || Log posterior: -6114.341806632791 || Iter Time:0.0026171207427978516 || Total time:5.5269012451171875 Iteration: 30 || Clusters count: 4 || Log posterior: -6083.093557117585 || Iter Time:1.1422948837280273 || Total time:6.669196128845215 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, 2, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000213 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 4 || Log posterior: -5969.366871223702 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Iteration: 37 || Clusters count: 4 || Log posterior: -4883.572884158091 || Iter Time:0.0027120113372802734 || Total time:6.717360973358154 Iteration: 38 || Clusters count: 4 || Log posterior: -4873.8402454587795 || Iter Time:0.0043790340423583984 || Total time:6.721740007400513 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 4 || Log posterior: -4871.789839641213 || Iter Time:0.002933025360107422 || Total time:6.72467303276062 Iteration: 40 || Clusters count: 4 || Log posterior: -4838.783725483409 || Iter Time:0.004074811935424805 || Total time:6.728747844696045 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -4893.235398445362 || Iter Time:0.0027871131896972656 || Total time:6.731534957885742 Iteration: 42 || Clusters count: 4 || Log posterior: -4873.379460886616 || Iter Time:0.004166841506958008 || Total time:6.7357017993927 Loading and 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Iteration: 427 || Clusters count: 12 || Log posterior: -3747.2603332633907 || Iter Time:0.010956048965454102 || Total time:10.805118799209595 Iteration: 428 || Clusters count: 12 || Log posterior: -3710.784332110583 || Iter Time:0.03312182426452637 || Total time:10.838240623474121 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 429 || Clusters count: 12 || Log posterior: -3724.058932165042 || Iter Time:0.0106201171875 || Total time:10.848860740661621 Iteration: 430 || Clusters count: 12 || Log posterior: -3698.187213523424 || Iter Time:0.014069795608520508 || Total time:10.862930536270142 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 431 || Clusters count: 12 || Log posterior: -3737.331629587278 || Iter Time:0.011080026626586914 || Total time:10.874010562896729 Iteration: 432 || Clusters count: 12 || Log posterior: -3706.107376492611 || Iter Time:0.014009952545166016 || Total time:10.888020515441895 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-3713.6759155341506 || Iter Time:0.0327298641204834 || Total time:11.268657922744751 Loading and distributing data: 0.000305 seconds (129 allocations: 13.195 KiB) Iteration: 461 || Clusters count: 12 || Log posterior: -3694.65284003606 || Iter Time:0.011337995529174805 || Total time:11.279995918273926 Iteration: 462 || Clusters count: 12 || Log posterior: -3669.232319624959 || Iter Time:0.0160219669342041 || Total time:11.29601788520813 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 463 || Clusters count: 12 || Log posterior: -3710.3519604906996 || Iter Time:0.011138916015625 || Total time:11.307156801223755 Iteration: 464 || Clusters count: 12 || Log posterior: -3692.6778683253997 || Iter Time:0.015003204345703125 || Total time:11.322160005569458 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 465 || Clusters count: 12 || Log posterior: -3743.7957235054805 || Iter Time:0.011831045150756836 || Total 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Iteration: 543 || Clusters count: 12 || Log posterior: -3719.2608386981765 || Iter Time:0.01068115234375 || Total time:12.37245774269104 Iteration: 544 || Clusters count: 12 || Log posterior: -3696.2144651182757 || Iter Time:0.014657020568847656 || Total time:12.387114763259888 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 545 || Clusters count: 12 || Log posterior: -3733.117336532289 || Iter Time:0.01206207275390625 || Total time:12.399176836013794 Iteration: 546 || Clusters count: 12 || Log posterior: -3718.222397529916 || Iter Time:0.015011072158813477 || Total time:12.414187908172607 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 547 || Clusters count: 12 || Log posterior: -3738.5226420683716 || Iter Time:0.011440038681030273 || Total time:12.425627946853638 Iteration: 548 || Clusters count: 12 || Log posterior: -3703.390780883538 || Iter Time:0.01565694808959961 || Total time:12.441284894943237 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Iteration: 1035 || Clusters count: 12 || Log posterior: -3748.2376334410687 || Iter Time:0.010987043380737305 || Total time:18.797056198120117 Iteration: 1036 || Clusters count: 11 || Log posterior: -3722.7563929853422 || Iter Time:0.014001131057739258 || Total time:18.811057329177856 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1037 || Clusters count: 11 || Log posterior: -3703.237581381037 || Iter Time:0.009615898132324219 || Total time:18.82067322731018 Iteration: 1038 || Clusters count: 11 || Log posterior: -3676.9885674570623 || Iter Time:0.01314091682434082 || Total time:18.83381414413452 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1039 || Clusters count: 11 || Log posterior: -3713.9324759356537 || Iter Time:0.009796857833862305 || Total time:18.843611001968384 Iteration: 1040 || Clusters count: 11 || Log posterior: -3693.8648577162767 || Iter Time:0.013267993927001953 || Total 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Iteration: 1079 || Clusters count: 11 || Log posterior: -3655.3978049857424 || Iter Time:0.010834932327270508 || Total time:19.333678245544434 Iteration: 1080 || Clusters count: 11 || Log posterior: -3622.77702516489 || Iter Time:0.03257298469543457 || Total time:19.366251230239868 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1081 || Clusters count: 11 || Log posterior: -3704.932429153484 || Iter Time:0.009289026260375977 || Total time:19.375540256500244 Iteration: 1082 || Clusters count: 11 || Log posterior: -3685.919184562521 || Iter Time:0.013228893280029297 || Total time:19.388769149780273 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1083 || Clusters count: 11 || Log posterior: -3688.7089753850014 || Iter Time:0.009474039077758789 || Total time:19.398243188858032 Iteration: 1084 || Clusters count: 11 || Log posterior: -3672.862641485358 || Iter Time:0.013342857360839844 || Total 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Iteration: 1497 || Clusters count: 12 || Log posterior: -3784.6094659779437 || Iter Time:0.011874914169311523 || Total time:25.07984757423401 Iteration: 1498 || Clusters count: 12 || Log posterior: -3735.951659195003 || Iter Time:0.03606390953063965 || Total time:25.11591148376465 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 12 || Log posterior: -3713.807114296635 || Iter Time:0.011453866958618164 || Total time:25.127365350723267 Iteration: 1500 || Clusters count: 12 || Log posterior: -3675.219484001114 || Iter Time:0.01534891128540039 || Total time:25.142714262008667 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1501 || Clusters count: 12 || Log posterior: -3679.9054568921038 || Iter Time:0.012091875076293945 || Total time:25.15480613708496 Iteration: 1502 || Clusters count: 12 || Log posterior: -3661.1956209054806 || Iter Time:0.016263961791992188 || Total 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KiB) Iteration: 1563 || Clusters count: 12 || Log posterior: -3734.608604742262 || Iter Time:0.010213136672973633 || Total time:25.999136447906494 Iteration: 1564 || Clusters count: 12 || Log posterior: -3704.7930715898933 || Iter Time:0.014320135116577148 || Total time:26.01345658302307 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 12 || Log posterior: -3776.550401944983 || Iter Time:0.011754989624023438 || Total time:26.025211572647095 Iteration: 1566 || Clusters count: 12 || Log posterior: -3728.2313355293445 || Iter Time:0.015730857849121094 || Total time:26.040942430496216 Loading and distributing data: 0.000170 seconds (129 allocations: 13.195 KiB) Iteration: 1567 || Clusters count: 12 || Log posterior: -3710.5325790028096 || Iter Time:0.011741161346435547 || Total time:26.05268359184265 Iteration: 1568 || Clusters count: 12 || Log posterior: -3687.7748701254227 || Iter Time:0.01488494873046875 || Total 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|| Log posterior: -3616.6526504712842 || Iter Time:0.01949596405029297 || Total time:27.755728244781494 Loading and distributing data: 0.000311 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 12 || Log posterior: -3690.7945143106494 || Iter Time:0.01444697380065918 || Total time:27.770175218582153 Iteration: 1686 || Clusters count: 12 || Log posterior: -3663.5642284263304 || Iter Time:0.018379926681518555 || Total time:27.788555145263672 Loading and distributing data: 0.000173 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 13 || Log posterior: -3714.9340028377665 || Iter Time:0.013589143753051758 || Total time:27.802144289016724 Iteration: 1688 || Clusters count: 12 || Log posterior: -3664.2711615790695 || Iter Time:0.01737499237060547 || Total time:27.81951928138733 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1689 || Clusters count: 12 || Log posterior: -3730.1695230313567 || Iter 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Iteration: 1827 || Clusters count: 12 || Log posterior: -3736.1631269830877 || Iter Time:0.01112985610961914 || Total time:29.77497124671936 Iteration: 1828 || Clusters count: 12 || Log posterior: -3705.3254055360267 || Iter Time:0.014858007431030273 || Total time:29.78982925415039 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3728.8487469402203 || Iter Time:0.01168513298034668 || Total time:29.801514387130737 Iteration: 1830 || Clusters count: 12 || Log posterior: -3698.302486201125 || Iter Time:0.0143280029296875 || Total time:29.815842390060425 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3686.379125329728 || Iter Time:0.011124134063720703 || Total time:29.826966524124146 Iteration: 1832 || Clusters count: 12 || Log posterior: -3655.578920957198 || Iter Time:0.03673505783081055 || Total 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12 || Log posterior: -3712.540365477069 || Iter Time:0.014828920364379883 || Total time:29.94026255607605 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3766.294205924357 || Iter Time:0.01069498062133789 || Total time:29.950957536697388 Iteration: 1840 || Clusters count: 12 || Log posterior: -3747.0453815483665 || Iter Time:0.013839960098266602 || Total time:29.964797496795654 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3737.960494302203 || Iter Time:0.010658025741577148 || Total time:29.97545552253723 Iteration: 1842 || Clusters count: 12 || Log posterior: -3700.2332098622046 || Iter Time:0.014170169830322266 || Total time:29.989625692367554 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3734.4312555100782 || Iter 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KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3735.9661755833713 || Iter Time:0.012148141860961914 || Total time:30.081923007965088 Iteration: 1850 || Clusters count: 12 || Log posterior: -3703.454528177943 || Iter Time:0.015997886657714844 || Total time:30.097920894622803 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3663.3906397314627 || Iter Time:0.012482881546020508 || Total time:30.110403776168823 Iteration: 1852 || Clusters count: 12 || Log posterior: -3649.355237851633 || Iter Time:0.01616191864013672 || Total time:30.12656569480896 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3697.370241838288 || Iter Time:0.012085199356079102 || Total time:30.13865089416504 Iteration: 1854 || Clusters count: 12 || Log posterior: -3652.4453905619157 || Iter Time:0.01598501205444336 || Total 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|| Log posterior: -3635.360408635744 || Iter Time:0.016230106353759766 || Total time:30.23671531677246 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3662.1755260201126 || Iter Time:0.011478900909423828 || Total time:30.248194217681885 Iteration: 1862 || Clusters count: 12 || Log posterior: -3646.88738696836 || Iter Time:0.01477813720703125 || Total time:30.262972354888916 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3666.9886010112787 || Iter Time:0.01156306266784668 || Total time:30.274535417556763 Iteration: 1864 || Clusters count: 12 || Log posterior: -3647.6765528258766 || Iter Time:0.015815019607543945 || Total time:30.290350437164307 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3727.8863756670826 || Iter Time:0.011575937271118164 || Total time:30.301926374435425 Iteration: 1866 || Clusters count: 12 || Log posterior: -3690.4246985370196 || Iter Time:0.015564918518066406 || Total time:30.31749129295349 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3702.646849038096 || Iter Time:0.011647939682006836 || Total time:30.329139232635498 Iteration: 1868 || Clusters count: 12 || Log posterior: -3683.065889414523 || Iter Time:0.015583038330078125 || Total time:30.344722270965576 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3763.809265089798 || Iter Time:0.011897087097167969 || Total time:30.356619358062744 Iteration: 1870 || Clusters count: 12 || Log posterior: -3714.10084614931 || Iter Time:0.015202045440673828 || Total time:30.371821403503418 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3766.393247738878 || Iter Time:0.033982038497924805 || Total time:30.405803442001343 Iteration: 1872 || Clusters count: 12 || Log posterior: -3729.9563037883026 || Iter Time:0.016433000564575195 || Total time:30.422236442565918 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3774.909601040476 || Iter Time:0.010332107543945312 || Total time:30.432568550109863 Iteration: 1874 || Clusters count: 12 || Log posterior: -3740.348548020222 || Iter Time:0.015521049499511719 || Total time:30.448089599609375 Loading and distributing data: 0.000169 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3782.155686025195 || Iter Time:0.012690067291259766 || Total time:30.460779666900635 Iteration: 1876 || Clusters count: 12 || Log posterior: -3754.9187019514156 || Iter Time:0.013715028762817383 || Total time:30.474494695663452 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3752.3152239553906 || Iter Time:0.009665966033935547 || Total time:30.484160661697388 Iteration: 1878 || Clusters count: 12 || Log posterior: -3723.135893001388 || Iter Time:0.01424407958984375 || Total time:30.49840474128723 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3693.6504848576437 || Iter Time:0.009428977966308594 || Total time:30.50783371925354 Iteration: 1880 || Clusters count: 12 || Log posterior: -3683.366804019974 || Iter Time:0.015228986740112305 || Total time:30.523062705993652 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3715.723742824871 || Iter Time:0.012202024459838867 || Total time:30.53526473045349 Iteration: 1882 || Clusters count: 12 || Log posterior: -3687.93667673219 || Iter Time:0.015861988067626953 || Total time:30.551126718521118 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3689.8549536253427 || Iter Time:0.0109710693359375 || Total time:30.562097787857056 Iteration: 1884 || Clusters count: 12 || Log posterior: -3666.120305140499 || Iter Time:0.014976024627685547 || Total time:30.57707381248474 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3736.819492465725 || Iter Time:0.011518001556396484 || Total time:30.588591814041138 Iteration: 1886 || Clusters count: 12 || Log posterior: -3698.655655207415 || Iter Time:0.016110897064208984 || Total time:30.604702711105347 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3717.2146423097743 || Iter Time:0.011710166931152344 || Total time:30.6164128780365 Iteration: 1888 || Clusters count: 12 || Log posterior: -3694.6433860339257 || Iter Time:0.01577591896057129 || Total time:30.63218879699707 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3737.966220003572 || Iter Time:0.011806964874267578 || Total time:30.643995761871338 Iteration: 1890 || Clusters count: 12 || Log posterior: -3723.8136263390797 || Iter Time:0.015222787857055664 || Total time:30.659218549728394 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3748.122543880224 || Iter Time:0.01067209243774414 || Total time:30.669890642166138 Iteration: 1892 || Clusters count: 12 || Log posterior: -3713.4672628486924 || Iter Time:0.014927148818969727 || Total time:30.684817790985107 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3785.903660073101 || Iter Time:0.011170148849487305 || Total time:30.695987939834595 Iteration: 1894 || Clusters count: 12 || Log posterior: -3757.969220566897 || Iter Time:0.01555490493774414 || Total time:30.71154284477234 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3737.0709507441293 || Iter Time:0.011699914932250977 || Total time:30.72324275970459 Iteration: 1896 || Clusters count: 12 || Log posterior: -3711.1130277222055 || Iter Time:0.015503883361816406 || Total time:30.738746643066406 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3674.891665170028 || Iter Time:0.01075887680053711 || Total time:30.749505519866943 Iteration: 1898 || Clusters count: 12 || Log posterior: -3661.421215924839 || Iter Time:0.015335798263549805 || Total time:30.764841318130493 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3702.2360905684245 || Iter Time:0.012547969818115234 || Total time:30.77738928794861 Iteration: 1900 || Clusters count: 12 || Log posterior: -3690.3313793336324 || Iter Time:0.016344070434570312 || Total time:30.79373335838318 Loading and distributing data: 0.000181 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3709.8132803165895 || Iter Time:0.013938188552856445 || Total time:30.807671546936035 Iteration: 1902 || Clusters count: 12 || Log posterior: -3696.087364486146 || Iter Time:0.015455961227416992 || Total time:30.823127508163452 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3696.353552700976 || Iter Time:0.011920928955078125 || Total time:30.83504843711853 Iteration: 1904 || Clusters count: 12 || Log posterior: -3664.9203382024157 || Iter Time:0.015791893005371094 || Total time:30.8508403301239 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3646.374893261691 || Iter Time:0.011501073837280273 || Total time:30.86234140396118 Iteration: 1906 || Clusters count: 12 || Log posterior: -3629.2062898022477 || Iter Time:0.014763832092285156 || Total time:30.877105236053467 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3706.9371732950935 || Iter Time:0.010710954666137695 || Total time:30.887816190719604 Iteration: 1908 || Clusters count: 12 || Log posterior: -3683.6541174642434 || Iter Time:0.014690876007080078 || Total time:30.902507066726685 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3740.187127281853 || Iter Time:0.010246038436889648 || Total time:30.912753105163574 Iteration: 1910 || Clusters count: 12 || Log posterior: -3704.677654593599 || Iter Time:0.014269113540649414 || Total time:30.927022218704224 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3730.2196882588264 || Iter Time:0.03712296485900879 || Total time:30.964145183563232 Iteration: 1912 || Clusters count: 12 || Log posterior: -3700.964300430702 || Iter Time:0.015208959579467773 || Total time:30.9793541431427 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3735.050091561575 || Iter Time:0.011533975601196289 || Total time:30.990888118743896 Iteration: 1914 || Clusters count: 12 || Log posterior: -3714.475382901604 || Iter Time:0.014999151229858398 || Total time:31.005887269973755 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3760.708353410799 || Iter Time:0.01283884048461914 || Total time:31.018726110458374 Iteration: 1916 || Clusters count: 12 || Log posterior: -3725.9340301256275 || Iter Time:0.01563286781311035 || Total time:31.034358978271484 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3739.1929040405344 || Iter Time:0.012015104293823242 || Total time:31.046374082565308 Iteration: 1918 || Clusters count: 12 || Log posterior: -3712.7141451095167 || Iter Time:0.01609182357788086 || Total time:31.06246590614319 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3722.1809824399334 || Iter Time:0.012929916381835938 || Total time:31.075395822525024 Iteration: 1920 || Clusters count: 12 || Log posterior: -3702.0566407549168 || Iter Time:0.014484167098999023 || Total time:31.089879989624023 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3734.133971585773 || Iter Time:0.010128021240234375 || Total time:31.100008010864258 Iteration: 1922 || Clusters count: 12 || Log posterior: -3703.105601513601 || Iter Time:0.014556884765625 || Total time:31.114564895629883 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3752.0593438901446 || Iter Time:0.01047205924987793 || Total time:31.12503695487976 Iteration: 1924 || Clusters count: 12 || Log posterior: -3722.278561685886 || Iter Time:0.013861894607543945 || Total time:31.138898849487305 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3712.5310226029173 || Iter Time:0.011301040649414062 || Total time:31.15019989013672 Iteration: 1926 || Clusters count: 12 || Log posterior: -3698.7456848697757 || Iter Time:0.014264106750488281 || Total time:31.164463996887207 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3680.8547075794254 || Iter Time:0.010451078414916992 || Total time:31.174915075302124 Iteration: 1928 || Clusters count: 12 || Log posterior: -3654.8876704918916 || Iter Time:0.014405012130737305 || Total time:31.18932008743286 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3754.0878806816477 || Iter Time:0.011729955673217773 || Total time:31.20105004310608 Iteration: 1930 || Clusters count: 12 || Log posterior: -3728.6402374945096 || Iter Time:0.015413999557495117 || Total time:31.216464042663574 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3725.0934866583893 || Iter Time:0.011395931243896484 || Total time:31.22785997390747 Iteration: 1932 || Clusters count: 12 || Log posterior: -3702.200835833556 || Iter Time:0.015673160552978516 || Total time:31.24353313446045 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3699.229252863086 || Iter Time:0.011224031448364258 || Total time:31.254757165908813 Iteration: 1934 || Clusters count: 12 || Log posterior: -3679.278145472328 || Iter Time:0.014895915985107422 || Total time:31.26965308189392 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3683.6015859766767 || Iter Time:0.011958122253417969 || Total time:31.28161120414734 Iteration: 1936 || Clusters count: 12 || Log posterior: -3646.3964731601536 || Iter Time:0.015576839447021484 || Total time:31.29718804359436 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3651.0466551711643 || Iter Time:0.01127004623413086 || Total time:31.30845808982849 Iteration: 1938 || Clusters count: 12 || Log posterior: -3625.372268375824 || Iter Time:0.015824079513549805 || Total time:31.32428216934204 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3677.846934333129 || Iter Time:0.012151956558227539 || Total time:31.33643412590027 Iteration: 1940 || Clusters count: 12 || Log posterior: -3654.6363262321183 || Iter Time:0.01599597930908203 || Total time:31.35243010520935 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3650.2910231189653 || Iter Time:0.011548995971679688 || Total time:31.36397910118103 Iteration: 1942 || Clusters count: 12 || Log posterior: -3633.2443903173917 || Iter Time:0.015666961669921875 || Total time:31.379646062850952 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3720.992398444836 || Iter Time:0.011610031127929688 || Total time:31.391256093978882 Iteration: 1944 || Clusters count: 12 || Log posterior: -3670.6128111403596 || Iter Time:0.015835046768188477 || Total time:31.40709114074707 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3720.1510796589437 || Iter Time:0.01225590705871582 || Total time:31.419347047805786 Iteration: 1946 || Clusters count: 12 || Log posterior: -3693.3243978318706 || Iter Time:0.016496896743774414 || Total time:31.43584394454956 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3703.469338010728 || Iter Time:0.011851072311401367 || Total time:31.447695016860962 Iteration: 1948 || Clusters count: 12 || Log posterior: -3691.136467193923 || Iter Time:0.016335010528564453 || Total time:31.464030027389526 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3709.447247024409 || Iter Time:0.012274980545043945 || Total time:31.47630500793457 Iteration: 1950 || Clusters count: 12 || Log posterior: -3680.758603122863 || Iter Time:0.016962051391601562 || Total time:31.493267059326172 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3711.0474703173736 || Iter Time:0.03715085983276367 || Total time:31.530417919158936 Iteration: 1952 || Clusters count: 12 || Log posterior: -3669.468059732956 || Iter Time:0.01603388786315918 || Total time:31.546451807022095 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3674.928939229467 || Iter Time:0.012747049331665039 || Total time:31.55919885635376 Iteration: 1954 || Clusters count: 12 || Log posterior: -3653.7461466883215 || Iter Time:0.01633596420288086 || Total time:31.57553482055664 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3771.5683449059725 || Iter Time:0.01168513298034668 || Total time:31.587219953536987 Iteration: 1956 || Clusters count: 12 || Log posterior: -3727.4301765161194 || Iter Time:0.016927003860473633 || Total time:31.60414695739746 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3746.192701759892 || Iter Time:0.013659000396728516 || Total time:31.61780595779419 Iteration: 1958 || Clusters count: 12 || Log posterior: -3729.4225784778127 || Iter Time:0.015779972076416016 || Total time:31.633585929870605 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3746.723212203422 || Iter Time:0.012392997741699219 || Total time:31.645978927612305 Iteration: 1960 || Clusters count: 12 || Log posterior: -3716.7416070907384 || Iter Time:0.015743017196655273 || Total time:31.66172194480896 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3730.6698437850523 || Iter Time:0.011615991592407227 || Total time:31.673337936401367 Iteration: 1962 || Clusters count: 12 || Log posterior: -3712.4339913566787 || Iter Time:0.01642584800720215 || Total time:31.68976378440857 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3686.952576478453 || Iter Time:0.012943029403686523 || Total time:31.702706813812256 Iteration: 1964 || Clusters count: 12 || Log posterior: -3665.3370423270017 || Iter Time:0.01651906967163086 || Total time:31.719225883483887 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3739.7220658926867 || Iter Time:0.01203298568725586 || Total time:31.731258869171143 Iteration: 1966 || Clusters count: 12 || Log posterior: -3703.0308083364666 || Iter Time:0.01559591293334961 || Total time:31.746854782104492 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3735.878825534551 || Iter Time:0.012250900268554688 || Total time:31.759105682373047 Iteration: 1968 || Clusters count: 12 || Log posterior: -3713.969664439907 || Iter Time:0.01618480682373047 || Total time:31.775290489196777 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3729.57642741407 || Iter Time:0.012297868728637695 || Total time:31.787588357925415 Iteration: 1970 || Clusters count: 12 || Log posterior: -3706.686474210559 || Iter Time:0.014603137969970703 || Total time:31.802191495895386 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3719.0215520406077 || Iter Time:0.011281013488769531 || Total time:31.813472509384155 Iteration: 1972 || Clusters count: 12 || Log posterior: -3699.204608209138 || Iter Time:0.015228986740112305 || Total time:31.828701496124268 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3726.3812476985067 || Iter Time:0.011348962783813477 || Total time:31.84005045890808 Iteration: 1974 || Clusters count: 12 || Log posterior: -3703.0290089955533 || Iter Time:0.014408111572265625 || Total time:31.854458570480347 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3764.1050975157827 || Iter Time:0.010762929916381836 || Total time:31.86522150039673 Iteration: 1976 || Clusters count: 12 || Log posterior: -3722.3058936345396 || Iter Time:0.014868974685668945 || Total time:31.880090475082397 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3693.6856547594393 || Iter Time:0.011525154113769531 || Total time:31.891615629196167 Iteration: 1978 || Clusters count: 12 || Log posterior: -3690.7341814202905 || Iter Time:0.013914823532104492 || Total time:31.90553045272827 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3733.81366567681 || Iter Time:0.011373043060302734 || Total time:31.916903495788574 Iteration: 1980 || Clusters count: 12 || Log posterior: -3705.7593682753827 || Iter Time:0.015351057052612305 || Total time:31.932254552841187 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3698.3785983527573 || Iter Time:0.011028051376342773 || Total time:31.94328260421753 Iteration: 1982 || Clusters count: 12 || Log posterior: -3666.994572410582 || Iter Time:0.014689922332763672 || Total time:31.957972526550293 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3705.7556256860535 || Iter Time:0.010896921157836914 || Total time:31.96886944770813 Iteration: 1984 || Clusters count: 12 || Log posterior: -3667.392778938913 || Iter Time:0.013839960098266602 || Total time:31.982709407806396 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3733.0886489065833 || Iter Time:0.01032400131225586 || Total time:31.993033409118652 Iteration: 1986 || Clusters count: 12 || Log posterior: -3702.288337982497 || Iter Time:0.014574050903320312 || Total time:32.00760746002197 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3713.6798472074856 || Iter Time:0.010300159454345703 || Total time:32.01790761947632 Iteration: 1988 || Clusters count: 12 || Log posterior: -3686.712518907376 || Iter Time:0.01511383056640625 || Total time:32.033021450042725 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3745.9861828963494 || Iter Time:0.011870861053466797 || Total time:32.04489231109619 Iteration: 1990 || Clusters count: 12 || Log posterior: -3727.708112757631 || Iter Time:0.014473915100097656 || Total time:32.05936622619629 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3746.1545374453035 || Iter Time:0.03670501708984375 || Total time:32.09607124328613 Iteration: 1992 || Clusters count: 12 || Log posterior: -3707.8714977276504 || Iter Time:0.014147043228149414 || Total time:32.11021828651428 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3757.87552438273 || Iter Time:0.01029515266418457 || Total time:32.12051343917847 Iteration: 1994 || Clusters count: 12 || Log posterior: -3730.327961672679 || Iter Time:0.014444112777709961 || Total time:32.13495755195618 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3728.8198652317187 || Iter Time:0.009980916976928711 || Total time:32.144938468933105 Iteration: 1996 || Clusters count: 12 || Log posterior: -3707.0393749681625 || Iter Time:0.014204025268554688 || Total time:32.15914249420166 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3686.2525190211795 || Iter Time:0.010733842849731445 || Total time:32.16987633705139 Iteration: 1998 || Clusters count: 12 || Log posterior: -3671.0472400352887 || Iter Time:0.014384031295776367 || Total time:32.18426036834717 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3662.6715379784196 || Iter Time:0.011557817459106445 || Total time:32.195818185806274 Iteration: 2000 || Clusters count: 12 || Log posterior: -3649.0862798796293 || Iter Time:0.015218973159790039 || Total time:32.211037158966064 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3706.9888955655306 || Iter Time:0.012301206588745117 || Total time:32.22333836555481 Iteration: 2002 || Clusters count: 12 || Log posterior: -3663.581197482466 || Iter Time:0.016186952590942383 || Total time:32.23952531814575 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3678.848085798322 || Iter Time:0.012857913970947266 || Total time:32.2523832321167 Iteration: 2004 || Clusters count: 12 || Log posterior: -3659.934724364603 || Iter Time:0.01679706573486328 || Total time:32.26918029785156 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3685.4113697859066 || Iter Time:0.012105226516723633 || Total time:32.281285524368286 Iteration: 2006 || Clusters count: 12 || Log posterior: -3667.3016510802127 || Iter Time:0.015829086303710938 || Total time:32.297114610672 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3744.3699460921575 || Iter Time:0.01253509521484375 || Total time:32.30964970588684 Iteration: 2008 || Clusters count: 12 || Log posterior: -3721.3119096572095 || Iter Time:0.016582012176513672 || Total time:32.326231718063354 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3770.6861396020295 || Iter Time:0.012490987777709961 || Total time:32.338722705841064 Iteration: 2010 || Clusters count: 12 || Log posterior: -3734.5534061560284 || Iter Time:0.015742063522338867 || Total time:32.3544647693634 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3756.701144798875 || Iter Time:0.011939048767089844 || Total time:32.36640381813049 Iteration: 2012 || Clusters count: 12 || Log posterior: -3696.0837550662513 || Iter Time:0.015901803970336914 || Total time:32.38230562210083 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3711.109587171596 || Iter Time:0.011893987655639648 || Total time:32.39419960975647 Iteration: 2014 || Clusters count: 12 || Log posterior: -3691.354309693118 || Iter Time:0.015388011932373047 || Total time:32.40958762168884 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3700.297727004866 || Iter Time:0.011553049087524414 || Total time:32.42114067077637 Iteration: 2016 || Clusters count: 12 || Log posterior: -3670.9205080359443 || Iter Time:0.013799905776977539 || Total time:32.434940576553345 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3713.5674595260416 || Iter Time:0.00993800163269043 || Total time:32.444878578186035 Iteration: 2018 || Clusters count: 12 || Log posterior: -3654.2850536488945 || Iter Time:0.013975858688354492 || Total time:32.45885443687439 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3744.1357372839993 || Iter Time:0.010185956954956055 || Total time:32.469040393829346 Iteration: 2020 || Clusters count: 12 || Log posterior: -3710.0767931708415 || Iter Time:0.014137029647827148 || Total time:32.48317742347717 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3776.891161059014 || Iter Time:0.011686086654663086 || Total time:32.494863510131836 Iteration: 2022 || Clusters count: 12 || Log posterior: -3724.811024641999 || Iter Time:0.014472007751464844 || Total time:32.5093355178833 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3726.648690670979 || Iter Time:0.010738134384155273 || Total time:32.520073652267456 Iteration: 2024 || Clusters count: 12 || Log posterior: -3698.264417911204 || Iter Time:0.014023065567016602 || Total time:32.53409671783447 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3719.3730503213437 || Iter Time:0.010659933090209961 || Total time:32.54475665092468 Iteration: 2026 || Clusters count: 12 || Log posterior: -3699.27135001863 || Iter Time:0.01431894302368164 || Total time:32.559075593948364 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3715.2665427890524 || Iter Time:0.011035919189453125 || Total time:32.57011151313782 Iteration: 2028 || Clusters count: 12 || Log posterior: -3689.1825809369793 || Iter Time:0.01565694808959961 || Total time:32.58576846122742 Avg NMI: 0.8809034440269414 Full NMI: 0.8527442498232607 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m19.4s Testing DPMMSubClustersStreaming tests passed Testing completed after 192.28s PkgEval succeeded after 313.27s