Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.820 (69a2a571e8*) started at 2025-07-07T15:04:47.045 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.25s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.04s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 106.02s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_yjuIXG/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_yjuIXG/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 10964.8 ms ✓ Distributions → DistributionsTestExt 13173.9 ms ✓ DPMMSubClustersStreaming 2 dependencies successfully precompiled in 26 seconds. 97 already precompiled. Loading and distributing data: 3.252129 seconds (1.22 M allocations: 70.715 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:17.734802961349487 || Total time:17.734802961349487 Iteration: 1 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.006982088088989258 || Total time:17.741785049438477 Iteration: 2 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.0073659420013427734 || Total time:17.74915099143982 Iteration: 3 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.008903980255126953 || Total time:17.758054971694946 Iteration: 4 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.008165836334228516 || Total time:17.766220808029175 Iteration: 5 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.018358945846557617 || Total time:17.784579753875732 Iteration: 6 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.006073951721191406 || Total time:17.790653705596924 Iteration: 7 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.006079912185668945 || Total time:17.796733617782593 Iteration: 8 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.005906105041503906 || Total time:17.802639722824097 Iteration: 9 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.0058901309967041016 || Total time:17.8085298538208 Iteration: 10 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.00603795051574707 || Total time:17.814567804336548 Iteration: 11 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.0061190128326416016 || Total time:17.82068681716919 Iteration: 12 || Clusters count: 1 || Log posterior: -233039.69423629093 || Iter Time:0.00603795051574707 || Total time:17.826724767684937 Iteration: 13 || Clusters count: 2 || Log posterior: -232693.2989246241 || Iter Time:4.025840997695923 || Total time:21.85256576538086 Iteration: 14 || Clusters count: 2 || Log posterior: -232742.15525127118 || Iter Time:0.006165027618408203 || Total time:21.858730792999268 Iteration: 15 || Clusters count: 2 || Log posterior: -232701.87963525625 || Iter Time:0.006232023239135742 || Total time:21.864962816238403 Iteration: 16 || Clusters count: 2 || Log posterior: -232699.29723374426 || Iter Time:0.006105899810791016 || Total time:21.871068716049194 Iteration: 17 || Clusters count: 2 || Log posterior: -232694.34557375425 || Iter Time:0.006044864654541016 || Total time:21.877113580703735 Iteration: 18 || Clusters count: 2 || Log posterior: -232710.19791032566 || Iter Time:0.006268978118896484 || Total time:21.883382558822632 Iteration: 19 || Clusters count: 2 || Log posterior: -232723.91686654626 || Iter Time:0.0060079097747802734 || Total time:21.889390468597412 Iteration: 20 || Clusters count: 2 || Log posterior: -232622.69131267452 || Iter Time:3.5634469985961914 || Total time:25.452837467193604 Loading and distributing data: 0.000953 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232982.5144568745 || Iter Time:0.033537864685058594 || Total time:25.486375331878662 Iteration: 22 || Clusters count: 2 || Log posterior: -232949.9473109435 || Iter Time:0.006329059600830078 || Total time:25.492704391479492 Iteration: 23 || Clusters count: 2 || Log posterior: -232975.32031606373 || Iter Time:0.0063478946685791016 || Total time:25.49905228614807 Iteration: 24 || Clusters count: 2 || Log posterior: -232982.5641244635 || Iter Time:0.006247043609619141 || Total time:25.50529932975769 Iteration: 25 || Clusters count: 2 || Log posterior: -232939.06298995123 || Iter Time:0.006354093551635742 || Total time:25.511653423309326 Iteration: 26 || Clusters count: 2 || Log posterior: -232927.81871976663 || Iter Time:0.006298065185546875 || Total time:25.517951488494873 Iteration: 27 || Clusters count: 2 || Log posterior: -232913.37716860799 || Iter Time:0.006381034851074219 || Total time:25.524332523345947 Iteration: 28 || Clusters count: 3 || Log posterior: -232504.2487277164 || Iter Time:0.008297920227050781 || Total time:25.532630443572998 Iteration: 29 || Clusters count: 3 || Log posterior: -232404.93550667918 || Iter Time:0.0065882205963134766 || Total time:25.53921866416931 Iteration: 30 || Clusters count: 3 || Log posterior: -232384.33019049867 || Iter Time:0.006558895111083984 || Total time:25.545777559280396 Iteration: 31 || Clusters count: 3 || Log posterior: -232353.17389416276 || Iter Time:0.0066869258880615234 || Total time:25.552464485168457 Iteration: 32 || Clusters count: 3 || Log posterior: -232367.66979046576 || Iter Time:0.006688117980957031 || Total time:25.559152603149414 Iteration: 33 || Clusters count: 3 || Log posterior: -232362.43129389183 || Iter Time:0.006907939910888672 || Total time:25.566060543060303 Iteration: 34 || Clusters count: 3 || Log posterior: -232338.36272887088 || Iter Time:0.006802082061767578 || Total time:25.57286262512207 Iteration: 35 || Clusters count: 3 || Log posterior: -232338.6416044836 || Iter Time:0.006506919860839844 || Total time:25.57936954498291 Iteration: 36 || Clusters count: 3 || Log posterior: -232329.9011686594 || Iter Time:0.006565093994140625 || Total time:25.58593463897705 Iteration: 37 || Clusters count: 3 || Log posterior: -232312.9333458565 || Iter Time:0.006672859191894531 || Total time:25.592607498168945 Iteration: 38 || Clusters count: 3 || Log posterior: -232299.35303798947 || Iter Time:0.006587028503417969 || Total time:25.599194526672363 Iteration: 39 || Clusters count: 3 || Log posterior: -232318.26023863605 || Iter Time:0.006692171096801758 || Total time:25.605886697769165 Iteration: 40 || Clusters count: 3 || Log posterior: -232308.73097760716 || Iter Time:0.00652003288269043 || Total time:25.612406730651855 Iteration: 41 || Clusters count: 3 || Log posterior: -232274.24034004696 || Iter Time:0.006407022476196289 || Total time:25.61881375312805 Loading and distributing data: 0.000796 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262391.6701137798 || Iter Time:0.06901192665100098 || Total time:25.687825679779053 Iteration: 43 || Clusters count: 3 || Log posterior: -262332.99533817 || Iter Time:0.006329059600830078 || Total time:25.694154739379883 Iteration: 44 || Clusters count: 3 || Log posterior: -262348.0890383213 || Iter Time:0.006339073181152344 || Total time:25.700493812561035 Iteration: 45 || Clusters count: 3 || Log posterior: -262369.76459818694 || Iter Time:0.006295919418334961 || Total time:25.70678973197937 Iteration: 46 || Clusters count: 3 || Log posterior: -262333.8109754766 || Iter Time:0.006148099899291992 || Total time:25.712937831878662 Iteration: 47 || Clusters count: 4 || Log posterior: -261875.35858758827 || Iter Time:0.007447957992553711 || Total time:25.720385789871216 Iteration: 48 || Clusters count: 4 || Log posterior: -261804.6687001527 || Iter Time:0.006726980209350586 || Total time:25.727112770080566 Iteration: 49 || Clusters count: 4 || Log posterior: -261755.52304406452 || Iter Time:0.006805896759033203 || Total time:25.7339186668396 Iteration: 50 || Clusters count: 4 || Log posterior: -261759.7878675516 || Iter Time:0.006757020950317383 || Total time:25.740675687789917 Iteration: 51 || Clusters count: 4 || Log posterior: -261778.8550345486 || Iter Time:0.006532907485961914 || Total time:25.74720859527588 Iteration: 52 || Clusters count: 4 || Log posterior: -261773.99025441456 || Iter Time:0.006822109222412109 || Total time:25.75403070449829 Iteration: 53 || Clusters count: 4 || Log posterior: -261760.116280063 || Iter Time:0.006825923919677734 || Total time:25.76085662841797 Iteration: 54 || Clusters count: 4 || Log posterior: -261780.89696265562 || Iter Time:0.006667137145996094 || Total time:25.767523765563965 Iteration: 55 || Clusters count: 4 || Log posterior: -261763.5729051332 || Iter Time:0.006685018539428711 || Total time:25.774208784103394 Iteration: 56 || Clusters count: 5 || Log posterior: -261413.8429337942 || Iter Time:0.008958101272583008 || Total time:25.783166885375977 Iteration: 57 || Clusters count: 5 || Log posterior: -261398.1124588929 || Iter Time:0.007044076919555664 || Total time:25.790210962295532 Iteration: 58 || Clusters count: 5 || Log posterior: -261387.09736732038 || Iter Time:0.007121086120605469 || Total time:25.797332048416138 Iteration: 59 || Clusters count: 6 || Log posterior: -260955.98296439345 || Iter Time:0.008307933807373047 || Total time:25.80563998222351 Iteration: 60 || Clusters count: 6 || Log posterior: -260786.32804836822 || Iter Time:0.007519960403442383 || Total time:25.813159942626953 Iteration: 61 || Clusters count: 6 || Log posterior: -260811.28544895328 || Iter Time:0.0073909759521484375 || Total time:25.8205509185791 Iteration: 62 || Clusters count: 6 || Log posterior: -260725.77563825145 || Iter Time:0.8488550186157227 || Total time:26.669405937194824 Loading and distributing data: 0.000763 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -260823.1378648232 || Iter Time:0.00811910629272461 || Total time:26.67752504348755 Iteration: 64 || Clusters count: 6 || Log posterior: -260782.2094436081 || Iter Time:0.008889913558959961 || Total time:26.68641495704651 Iteration: 65 || Clusters count: 6 || Log posterior: -260759.56838999563 || Iter Time:0.11502695083618164 || Total time:26.80144190788269 Iteration: 66 || Clusters count: 6 || Log posterior: -260773.925133414 || Iter Time:0.00795602798461914 || Total time:26.80939793586731 Iteration: 67 || Clusters count: 6 || Log posterior: -260800.00426586915 || Iter Time:0.007791042327880859 || Total time:26.81718897819519 Iteration: 68 || Clusters count: 6 || Log posterior: -260803.5174278069 || Iter Time:0.007884979248046875 || Total time:26.825073957443237 Iteration: 69 || Clusters count: 6 || Log posterior: -260768.28177256708 || Iter Time:0.007910013198852539 || Total time:26.83298397064209 Iteration: 70 || Clusters count: 6 || Log posterior: -260805.53837989754 || Iter Time:0.00797414779663086 || Total time:26.84095811843872 Iteration: 71 || Clusters count: 8 || Log posterior: -260168.0219006816 || Iter Time:0.011166095733642578 || Total time:26.852124214172363 Iteration: 72 || Clusters count: 8 || Log posterior: -260077.9272038481 || Iter Time:0.00896000862121582 || Total time:26.86108422279358 Iteration: 73 || Clusters count: 8 || Log posterior: -260033.93648052125 || Iter Time:0.008762121200561523 || Total time:26.86984634399414 Iteration: 74 || Clusters count: 9 || Log posterior: -259648.377558067 || Iter Time:0.010535955429077148 || Total time:26.880382299423218 Iteration: 75 || Clusters count: 9 || Log posterior: -259580.04026163614 || Iter Time:0.009533882141113281 || Total time:26.88991618156433 Iteration: 76 || Clusters count: 9 || Log posterior: -259570.65251013322 || Iter Time:0.009554147720336914 || Total time:26.899470329284668 Iteration: 77 || Clusters count: 9 || Log posterior: -259582.47287455355 || Iter Time:0.009591102600097656 || Total time:26.909061431884766 Iteration: 78 || Clusters count: 9 || Log posterior: -259572.94909237424 || Iter Time:0.009760856628417969 || Total time:26.918822288513184 Iteration: 79 || Clusters count: 9 || Log posterior: -259562.71273183997 || Iter Time:0.009640932083129883 || Total time:26.928463220596313 Iteration: 80 || Clusters count: 9 || Log posterior: -259568.53217210624 || Iter Time:0.009846925735473633 || Total time:26.938310146331787 Iteration: 81 || Clusters count: 9 || Log posterior: -259577.08336521088 || Iter Time:0.5095760822296143 || Total time:27.4478862285614 Iteration: 82 || Clusters count: 9 || Log posterior: -259566.47220479356 || Iter Time:0.009465932846069336 || Total time:27.45735216140747 Iteration: 83 || Clusters count: 9 || Log posterior: -259514.69465966852 || Iter Time:0.008760929107666016 || Total time:27.466113090515137 Loading and distributing data: 0.000794 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259418.63735639653 || Iter Time:0.009577035903930664 || Total time:27.475690126419067 Iteration: 85 || Clusters count: 9 || Log posterior: -259358.83733246315 || Iter Time:0.009392023086547852 || Total time:27.485082149505615 Iteration: 86 || Clusters count: 12 || Log posterior: -258246.34871090553 || Iter Time:0.012814044952392578 || Total time:27.497896194458008 Iteration: 87 || Clusters count: 12 || Log posterior: -258073.15970841958 || Iter Time:0.023624181747436523 || Total time:27.521520376205444 Iteration: 88 || Clusters count: 12 || Log posterior: -258014.0673000278 || Iter Time:0.010577917098999023 || Total time:27.532098293304443 Iteration: 89 || Clusters count: 12 || Log posterior: -257981.07500068977 || Iter 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Time:0.014983177185058594 || Total time:27.715686798095703 Iteration: 104 || Clusters count: 12 || Log posterior: -257797.91573543174 || Iter Time:0.015797853469848633 || Total time:27.73148465156555 Loading and distributing data: 0.001175 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -256938.58335270063 || Iter Time:0.016926050186157227 || Total time:27.74841070175171 Iteration: 106 || Clusters count: 14 || Log posterior: -256765.57726737054 || Iter Time:0.0236661434173584 || Total time:27.772076845169067 Iteration: 107 || Clusters count: 14 || Log posterior: -256755.04837318958 || Iter Time:0.014528989791870117 || Total time:27.786605834960938 Iteration: 108 || Clusters count: 14 || Log posterior: -256742.09944216226 || Iter Time:0.014156818389892578 || Total time:27.80076265335083 Iteration: 109 || Clusters count: 14 || Log posterior: -256740.81970357243 || Iter Time:0.014210939407348633 || Total time:27.81497359275818 Iteration: 110 || Clusters count: 14 || Log posterior: -256751.20428189577 || Iter Time:0.014141082763671875 || Total time:27.82911467552185 Iteration: 111 || Clusters count: 14 || Log posterior: -256742.7982110566 || Iter Time:0.014174938201904297 || Total time:27.843289613723755 Iteration: 112 || Clusters count: 14 || Log posterior: -256748.6856790819 || Iter Time:0.014135122299194336 || Total time:27.85742473602295 Iteration: 113 || Clusters count: 14 || Log posterior: -256735.3947351327 || Iter Time:0.013883829116821289 || Total time:27.87130856513977 Iteration: 114 || Clusters count: 14 || Log posterior: -256735.2142503405 || Iter Time:0.01409292221069336 || Total time:27.885401487350464 Iteration: 115 || Clusters count: 14 || Log posterior: -256739.63452770433 || Iter Time:0.01405787467956543 || Total time:27.89945936203003 Iteration: 116 || Clusters count: 14 || Log posterior: -256757.6032539075 || Iter Time:0.01388406753540039 || Total time:27.91334342956543 Iteration: 117 || Clusters count: 14 || Log posterior: -256748.92738565226 || Iter Time:0.014020919799804688 || Total time:27.927364349365234 Iteration: 118 || Clusters count: 14 || Log posterior: -256746.9331044828 || Iter Time:0.014014005661010742 || Total time:27.941378355026245 Iteration: 119 || Clusters count: 14 || Log posterior: -256749.62844541296 || Iter Time:0.014027118682861328 || Total time:27.955405473709106 Iteration: 120 || Clusters count: 14 || Log posterior: -256745.81186 || Iter Time:0.017215967178344727 || Total time:27.97262144088745 Iteration: 121 || Clusters count: 15 || Log posterior: -256458.76297374078 || Iter Time:0.025608062744140625 || Total time:27.998229503631592 Iteration: 122 || Clusters count: 15 || Log posterior: -256465.5757190669 || Iter Time:0.017911911010742188 || Total time:28.016141414642334 Iteration: 123 || Clusters count: 15 || Log posterior: -256457.32470076787 || Iter Time:0.017646074295043945 || Total time:28.033787488937378 Iteration: 124 || Clusters count: 15 || Log posterior: -256447.96107824735 || Iter Time:0.017765045166015625 || Total time:28.051552534103394 Iteration: 125 || Clusters count: 15 || Log posterior: -256429.83290326377 || Iter Time:0.016505956649780273 || Total time:28.068058490753174 Loading and distributing data: 0.000813 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 15 || Log posterior: -256701.69564287682 || Iter Time:0.01771998405456543 || Total time:28.08577847480774 Iteration: 127 || Clusters count: 15 || Log posterior: -256660.68158161608 || Iter Time:0.01666402816772461 || Total time:28.102442502975464 Iteration: 128 || Clusters count: 15 || Log posterior: -256670.96577848017 || Iter Time:0.01727890968322754 || Total time:28.11972141265869 Iteration: 129 || Clusters count: 15 || Log posterior: -256671.34381214876 || Iter Time:0.017385005950927734 || Total time:28.13710641860962 Iteration: 130 || Clusters count: 15 || Log posterior: -256678.2339330618 || Iter Time:0.02207183837890625 || Total 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time:28.39400887489319 Iteration: 145 || Clusters count: 16 || Log posterior: -256370.20756893023 || Iter Time:0.021987199783325195 || Total time:28.415996074676514 Iteration: 146 || Clusters count: 16 || Log posterior: -256333.04942150164 || Iter Time:0.01629495620727539 || Total time:28.43229103088379 Loading and distributing data: 0.000760 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 16 || Log posterior: -256450.26402039433 || Iter Time:0.017747879028320312 || Total time:28.45003890991211 Iteration: 148 || Clusters count: 17 || Log posterior: -256144.8370607636 || Iter Time:0.017761945724487305 || Total time:28.467800855636597 Iteration: 149 || Clusters count: 17 || Log posterior: -256105.74415927712 || Iter Time:0.016688108444213867 || Total time:28.48448896408081 Iteration: 150 || Clusters count: 17 || Log posterior: -256101.41701423415 || Iter Time:0.021043062210083008 || Total time:28.505532026290894 Iteration: 151 || Clusters count: 19 || Log posterior: -255616.62066902392 || Iter Time:0.019119977951049805 || Total time:28.524652004241943 Iteration: 152 || Clusters count: 19 || Log posterior: -255585.78222531217 || Iter Time:0.017575979232788086 || Total time:28.54222798347473 Iteration: 153 || Clusters count: 19 || Log posterior: -255583.07916847538 || Iter Time:0.017483949661254883 || Total time:28.559711933135986 Iteration: 154 || Clusters count: 19 || Log posterior: -255572.73933427077 || Iter Time:0.022201061248779297 || Total time:28.581912994384766 Iteration: 155 || Clusters count: 19 || Log posterior: -255564.68503896962 || Iter Time:0.017988920211791992 || Total time:28.599901914596558 Iteration: 156 || Clusters count: 19 || Log posterior: -255553.19010895412 || Iter Time:0.01837897300720215 || Total time:28.61828088760376 Iteration: 157 || Clusters count: 19 || Log posterior: -255570.6041125761 || Iter Time:0.017683029174804688 || Total time:28.635963916778564 Iteration: 158 || Clusters count: 19 || Log posterior: 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-255557.76353367622 || Iter Time:0.024038076400756836 || Total time:28.800644159317017 Iteration: 166 || Clusters count: 19 || Log posterior: -255547.0053732388 || Iter Time:0.022210121154785156 || Total time:28.8228542804718 Iteration: 167 || Clusters count: 19 || Log posterior: -255544.06721658897 || Iter Time:0.02142190933227539 || Total time:28.844276189804077 Loading and distributing data: 0.001239 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 19 || Log posterior: -255300.52562610756 || Iter Time:0.029522180557250977 || Total time:28.873798370361328 Iteration: 169 || Clusters count: 20 || Log posterior: -254857.99249850612 || Iter Time:0.02391791343688965 || Total time:28.897716283798218 Iteration: 170 || Clusters count: 20 || Log posterior: -254835.50706251714 || Iter Time:0.022660017013549805 || Total time:28.920376300811768 Iteration: 171 || Clusters count: 20 || Log posterior: -254817.7210617962 || Iter Time:0.026540040969848633 || Total 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time:29.30280637741089 Iteration: 186 || Clusters count: 20 || Log posterior: -254817.13580475328 || Iter Time:0.028521060943603516 || Total time:29.331327438354492 Iteration: 187 || Clusters count: 20 || Log posterior: -254821.31251588624 || Iter Time:0.03261899948120117 || Total time:29.363946437835693 Iteration: 188 || Clusters count: 20 || Log posterior: -254817.77621797202 || Iter Time:0.02606797218322754 || Total time:29.39001441001892 Loading and distributing data: 0.000871 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254575.5301671179 || Iter Time:0.032945871353149414 || Total time:29.42296028137207 Iteration: 190 || Clusters count: 20 || Log posterior: -254553.20062545862 || Iter Time:0.02817511558532715 || Total time:29.451135396957397 Iteration: 191 || Clusters count: 20 || Log posterior: -254548.9117948754 || Iter Time:0.02819514274597168 || Total time:29.47933053970337 Iteration: 192 || Clusters count: 20 || Log posterior: -254550.00096188212 || Iter Time:0.03356599807739258 || Total time:29.51289653778076 Iteration: 193 || Clusters count: 20 || Log posterior: -254550.20696453878 || Iter Time:0.028502941131591797 || Total time:29.541399478912354 Iteration: 194 || Clusters count: 20 || Log posterior: -254550.20696453878 || Iter Time:0.028677940368652344 || Total time:29.570077419281006 Iteration: 195 || Clusters count: 20 || Log posterior: -254550.20696453878 || Iter Time:0.03248286247253418 || Total time:29.60256028175354 Iteration: 196 || Clusters count: 20 || Log posterior: -254564.20594647125 || Iter Time:0.028334856033325195 || Total time:29.630895137786865 Iteration: 197 || Clusters count: 20 || Log posterior: -254556.50098655478 || Iter Time:0.05879998207092285 || Total time:29.689695119857788 Iteration: 198 || Clusters count: 20 || Log posterior: -254555.82318886317 || Iter Time:0.029861927032470703 || Total time:29.71955704689026 Iteration: 199 || Clusters count: 20 || Log posterior: -254552.27071396544 || Iter Time:0.028395891189575195 || Total time:29.747952938079834 Iteration: 200 || Clusters count: 20 || Log posterior: -254560.17069014648 || Iter Time:0.0334320068359375 || Total time:29.78138494491577 Iteration: 201 || Clusters count: 20 || Log posterior: -254560.17069014648 || Iter Time:0.028554916381835938 || Total time:29.809939861297607 Iteration: 202 || Clusters count: 20 || Log posterior: -254551.53622256077 || Iter Time:0.028970956802368164 || Total time:29.838910818099976 Iteration: 203 || Clusters count: 20 || Log posterior: -254549.86617056528 || Iter Time:0.03185892105102539 || Total time:29.870769739151 Iteration: 204 || Clusters count: 20 || Log posterior: -254551.96850432415 || Iter Time:0.028038978576660156 || Total time:29.89880871772766 Iteration: 205 || Clusters count: 20 || Log posterior: -254552.51047039859 || Iter Time:0.027615070343017578 || Total time:29.92642378807068 Iteration: 206 || Clusters count: 20 || Log posterior: -254552.3372848522 || Iter Time:0.03073716163635254 || Total time:29.95716094970703 Iteration: 207 || Clusters count: 20 || Log posterior: -254553.25326631253 || Iter Time:0.02793598175048828 || Total time:29.98509693145752 Iteration: 208 || Clusters count: 20 || Log posterior: -254551.875012368 || Iter Time:0.027338027954101562 || Total time:30.01243495941162 Iteration: 209 || Clusters count: 20 || Log posterior: -254551.875012368 || Iter Time:0.03002190589904785 || Total time:30.04245686531067 NMI: 0.7303465373864878 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m31.8s [182807, 44430, 41384, 1713, 1260, 23034, 41954, 92714, 40899, 127809, 14589, 10756, 67783, 87907, 12662, 29227, 84717, 26135, 61122, 7098] Loading and distributing data: 0.000284 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:3.2891759872436523 || Total time:3.2891759872436523 Iteration: 1 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0023658275604248047 || Total time:3.291541814804077 Iteration: 2 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0014760494232177734 || Total time:3.293017864227295 Iteration: 3 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.001355886459350586 || Total time:3.2943737506866455 Iteration: 4 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0012049674987792969 || Total time:3.295578718185425 Iteration: 5 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0011069774627685547 || Total time:3.2966856956481934 Iteration: 6 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0010678768157958984 || Total time:3.2977535724639893 Iteration: 7 || Clusters count: 1 || Log posterior: -6429.249395235818 || Iter Time:0.0010418891906738281 || Total time:3.298795461654663 Iteration: 8 || Clusters count: 2 || Log posterior: -6251.547750583219 || Iter Time:0.11214399337768555 || Total time:3.4109394550323486 Iteration: 9 || Clusters count: 2 || Log posterior: -6250.46422370759 || Iter Time:0.0018069744110107422 || Total time:3.4127464294433594 Iteration: 10 || Clusters count: 2 || Log posterior: -6245.383832593092 || Iter Time:0.0015239715576171875 || Total time:3.4142704010009766 Iteration: 11 || Clusters count: 2 || Log posterior: -6236.3996187074445 || Iter Time:0.039199113845825195 || Total time:3.4534695148468018 Iteration: 12 || Clusters count: 2 || Log posterior: -6235.152484709929 || Iter Time:0.001605987548828125 || Total time:3.45507550239563 Iteration: 13 || Clusters count: 2 || Log posterior: -6243.31299189171 || Iter Time:0.0015761852264404297 || Total time:3.4566516876220703 Iteration: 14 || Clusters count: 2 || Log posterior: -6241.037784135215 || Iter Time:0.0014410018920898438 || Total time:3.45809268951416 Iteration: 15 || Clusters count: 2 || Log posterior: 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Time:0.0016257762908935547 || Total time:3.4890894889831543 Iteration: 30 || Clusters count: 3 || Log posterior: -6142.029174258007 || Iter Time:0.8833088874816895 || Total time:4.372398376464844 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: 0.000334 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 3 || Log posterior: -6004.825720449218 || Iter Time:0.025294065475463867 || Total 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Iteration: 272 || Clusters count: 11 || Log posterior: -3701.0999492757833 || Iter Time:0.010994195938110352 || Total time:6.137557506561279 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 273 || Clusters count: 11 || Log posterior: -3665.4866465801483 || Iter Time:0.008526086807250977 || Total time:6.14608359336853 Iteration: 274 || Clusters count: 11 || Log posterior: -3643.6551925867852 || Iter Time:0.010977983474731445 || Total time:6.157061576843262 Loading and distributing data: 0.000107 seconds (128 allocations: 13.180 KiB) Iteration: 275 || Clusters count: 11 || Log posterior: -3716.84899149519 || Iter Time:0.00846099853515625 || Total time:6.165522575378418 Iteration: 276 || Clusters count: 11 || Log posterior: -3663.671169401692 || Iter Time:0.01093602180480957 || Total time:6.1764585971832275 Loading and distributing data: 0.000098 seconds (128 allocations: 13.180 KiB) Iteration: 277 || Clusters count: 11 || Log posterior: 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Iteration: 305 || Clusters count: 11 || Log posterior: -3765.296790339004 || Iter Time:0.008806943893432617 || Total time:6.477903366088867 Iteration: 306 || Clusters count: 11 || Log posterior: -3728.606049042979 || Iter Time:0.011115074157714844 || Total time:6.489018440246582 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 307 || Clusters count: 11 || Log posterior: -3755.841022360174 || Iter Time:0.00875091552734375 || Total time:6.497769355773926 Iteration: 308 || Clusters count: 11 || Log posterior: -3718.3655584429544 || Iter Time:0.010965824127197266 || Total time:6.508735179901123 Loading and distributing data: 0.000107 seconds (128 allocations: 13.180 KiB) Iteration: 309 || Clusters count: 11 || Log posterior: -3779.9826331628974 || Iter Time:0.008398056030273438 || Total time:6.5171332359313965 Iteration: 310 || Clusters count: 11 || Log posterior: -3727.5432356907227 || Iter Time:0.010703086853027344 || Total time:6.527836322784424 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-3726.2409562752646 || Iter Time:0.010831832885742188 || Total time:6.584941387176514 Loading and distributing data: 0.000102 seconds (128 allocations: 13.180 KiB) Iteration: 317 || Clusters count: 11 || Log posterior: -3736.1902943976534 || Iter Time:0.008481025695800781 || Total time:6.5934224128723145 Iteration: 318 || Clusters count: 11 || Log posterior: -3691.2076609878595 || Iter Time:0.010824918746948242 || Total time:6.604247331619263 Loading and distributing data: 0.000102 seconds (128 allocations: 13.180 KiB) Iteration: 319 || Clusters count: 11 || Log posterior: -3756.0145073370277 || Iter Time:0.008419036865234375 || Total time:6.612666368484497 Iteration: 320 || Clusters count: 11 || Log posterior: -3742.680689927957 || Iter Time:0.010988950729370117 || Total time:6.623655319213867 Loading and distributing data: 0.000103 seconds (128 allocations: 13.180 KiB) Iteration: 321 || Clusters count: 11 || Log posterior: -3780.612175680043 || Iter Time:0.008379936218261719 || Total 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Iteration: 427 || Clusters count: 11 || Log posterior: -3730.3067909370734 || Iter Time:0.013325929641723633 || Total time:8.05477261543274 Iteration: 428 || Clusters count: 11 || Log posterior: -3707.7562271148267 || Iter Time:0.016202926635742188 || Total time:8.070975542068481 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 429 || Clusters count: 11 || Log posterior: -3767.642241031567 || Iter Time:0.013752222061157227 || Total time:8.084727764129639 Iteration: 430 || Clusters count: 11 || Log posterior: -3733.702364538147 || Iter Time:0.0179901123046875 || Total time:8.102717876434326 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 431 || Clusters count: 11 || Log posterior: -3774.416262942168 || Iter Time:0.014393091201782227 || Total time:8.117110967636108 Iteration: 432 || Clusters count: 11 || Log posterior: -3749.571249465481 || Iter Time:0.017687082290649414 || Total time:8.134798049926758 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Iteration: 477 || Clusters count: 11 || Log posterior: -3797.197016481946 || Iter Time:0.012896060943603516 || Total time:8.818110704421997 Iteration: 478 || Clusters count: 11 || Log posterior: -3751.3463554909385 || Iter Time:0.01598501205444336 || Total time:8.83409571647644 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 479 || Clusters count: 11 || Log posterior: -3768.0176904501827 || Iter Time:0.012764930725097656 || Total time:8.846860647201538 Iteration: 480 || Clusters count: 11 || Log posterior: -3742.6128967953623 || Iter Time:0.01579904556274414 || Total time:8.862659692764282 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 481 || Clusters count: 11 || Log posterior: -3782.3919254317593 || Iter Time:0.013237953186035156 || Total time:8.875897645950317 Iteration: 482 || Clusters count: 11 || Log posterior: -3733.600794573789 || Iter Time:0.016418933868408203 || Total time:8.892316579818726 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Iteration: 527 || Clusters count: 11 || Log posterior: -3742.483024225502 || Iter Time:0.013681888580322266 || Total time:9.562910795211792 Iteration: 528 || Clusters count: 11 || Log posterior: -3730.001291421411 || Iter Time:0.01573801040649414 || Total time:9.578648805618286 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 529 || Clusters count: 11 || Log posterior: -3772.6783483652584 || Iter Time:0.02925705909729004 || Total time:9.607905864715576 Iteration: 530 || Clusters count: 11 || Log posterior: -3731.8578341386574 || Iter Time:0.015813112258911133 || Total time:9.623718976974487 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 531 || Clusters count: 11 || Log posterior: -3756.7032655944286 || Iter Time:0.012266874313354492 || Total time:9.635985851287842 Iteration: 532 || Clusters count: 11 || Log posterior: -3743.7377598524436 || Iter Time:0.015977144241333008 || Total time:9.651962995529175 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Iteration: 599 || Clusters count: 11 || Log posterior: -3744.0452385296235 || Iter Time:0.03178286552429199 || Total time:10.685630559921265 Iteration: 600 || Clusters count: 11 || Log posterior: -3701.838505512414 || Iter Time:0.01712799072265625 || Total time:10.702758550643921 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 601 || Clusters count: 11 || Log posterior: -3772.214525231279 || Iter Time:0.013402938842773438 || Total time:10.716161489486694 Iteration: 602 || Clusters count: 11 || Log posterior: -3751.271464496605 || Iter Time:0.016784191131591797 || Total time:10.732945680618286 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 603 || Clusters count: 11 || Log posterior: -3757.351911427851 || Iter Time:0.013537883758544922 || Total time:10.746483564376831 Iteration: 604 || Clusters count: 11 || Log posterior: -3734.531728386113 || Iter Time:0.0171811580657959 || Total time:10.763664722442627 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Iteration: 693 || Clusters count: 11 || Log posterior: -3784.379370482989 || Iter Time:0.013159036636352539 || Total time:12.149238109588623 Iteration: 694 || Clusters count: 11 || Log posterior: -3745.3188763549088 || Iter Time:0.0168759822845459 || Total time:12.166114091873169 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 695 || Clusters count: 11 || Log posterior: -3800.6787908915053 || Iter Time:0.013142108917236328 || Total time:12.179256200790405 Iteration: 696 || Clusters count: 11 || Log posterior: -3773.397920315852 || Iter Time:0.01727890968322754 || Total time:12.196535110473633 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 697 || Clusters count: 11 || Log posterior: -3794.9112565944115 || Iter Time:0.013502120971679688 || Total time:12.210037231445312 Iteration: 698 || Clusters count: 11 || Log posterior: -3758.9026810556506 || Iter Time:0.016889095306396484 || Total 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Iteration: 715 || Clusters count: 11 || Log posterior: -3707.7301712062563 || Iter Time:0.013329029083251953 || Total time:12.505254745483398 Iteration: 716 || Clusters count: 11 || Log posterior: -3689.254356329394 || Iter Time:0.017131805419921875 || Total time:12.52238655090332 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 717 || Clusters count: 11 || Log posterior: -3746.640249518665 || Iter Time:0.014091014862060547 || Total time:12.53647756576538 Iteration: 718 || Clusters count: 11 || Log posterior: -3703.0430837110025 || Iter Time:0.016759157180786133 || Total time:12.553236722946167 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 719 || Clusters count: 11 || Log posterior: -3740.7059627183016 || Iter Time:0.013564825057983398 || Total time:12.56680154800415 Iteration: 720 || Clusters count: 11 || Log posterior: -3706.9430275872055 || Iter Time:0.018058061599731445 || Total 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Iteration: 759 || Clusters count: 11 || Log posterior: -3777.45712468672 || Iter Time:0.015719890594482422 || Total time:13.215307235717773 Iteration: 760 || Clusters count: 11 || Log posterior: -3734.086664150831 || Iter Time:0.01892399787902832 || Total time:13.234231233596802 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 761 || Clusters count: 11 || Log posterior: -3795.5129984215514 || Iter Time:0.013389110565185547 || Total time:13.247620344161987 Iteration: 762 || Clusters count: 11 || Log posterior: -3753.602996344306 || Iter Time:0.017516136169433594 || Total time:13.265136480331421 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 763 || Clusters count: 11 || Log posterior: -3754.0342442544397 || Iter Time:0.013479948043823242 || Total time:13.278616428375244 Iteration: 764 || Clusters count: 11 || Log posterior: -3723.6386316121416 || Iter Time:0.01737189292907715 || Total 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-3682.5354704126594 || Iter Time:0.011703014373779297 || Total time:18.62526035308838 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1179 || Clusters count: 11 || Log posterior: -3704.1396739478696 || Iter Time:0.008929967880249023 || Total time:18.634190320968628 Iteration: 1180 || Clusters count: 11 || Log posterior: -3678.2982935128166 || Iter Time:0.011461019515991211 || Total time:18.64565134048462 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1181 || Clusters count: 11 || Log posterior: -3695.951572389987 || Iter Time:0.009613037109375 || Total time:18.655264377593994 Iteration: 1182 || Clusters count: 11 || Log posterior: -3680.47625106359 || Iter Time:0.011955022811889648 || Total time:18.667219400405884 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1183 || Clusters count: 11 || Log posterior: -3708.598239445802 || Iter Time:0.009283065795898438 || 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-3711.143292439521 || Iter Time:0.011626958847045898 || Total time:18.853780031204224 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1201 || Clusters count: 11 || Log posterior: -3744.937036873028 || Iter Time:0.009987115859985352 || Total time:18.86376714706421 Iteration: 1202 || Clusters count: 11 || Log posterior: -3709.9929741927003 || Iter Time:0.012557029724121094 || Total time:18.87632417678833 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1203 || Clusters count: 11 || Log posterior: -3715.029194510729 || Iter Time:0.009812116622924805 || Total time:18.886136293411255 Iteration: 1204 || Clusters count: 11 || Log posterior: -3688.1911553769314 || Iter Time:0.011244058609008789 || Total time:18.897380352020264 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1205 || Clusters count: 11 || Log posterior: -3659.430889710864 || Iter Time:0.009518861770629883 || 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-3671.1902440387016 || Iter Time:0.011410951614379883 || Total time:19.099874019622803 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 11 || Log posterior: -3735.463576077399 || Iter Time:0.008954048156738281 || Total time:19.10882806777954 Iteration: 1224 || Clusters count: 11 || Log posterior: -3690.499137419738 || Iter Time:0.011461019515991211 || Total time:19.120289087295532 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 11 || Log posterior: -3744.9283371862252 || Iter Time:0.009588003158569336 || Total time:19.1298770904541 Iteration: 1226 || Clusters count: 11 || Log posterior: -3687.033732374764 || Iter Time:0.011892080307006836 || Total time:19.14176917076111 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1227 || Clusters count: 11 || Log posterior: -3716.806948698283 || Iter Time:0.009643077850341797 || 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-3700.940099889846 || Iter Time:0.026759862899780273 || Total time:19.34465456008911 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 11 || Log posterior: -3749.6509049294314 || Iter Time:0.008882999420166016 || Total time:19.353537559509277 Iteration: 1246 || Clusters count: 11 || Log posterior: -3725.1487233594694 || Iter Time:0.010953903198242188 || Total time:19.36449146270752 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 11 || Log posterior: -3746.642129326314 || Iter Time:0.009402990341186523 || Total time:19.373894453048706 Iteration: 1248 || Clusters count: 11 || Log posterior: -3719.960747937542 || Iter Time:0.011571168899536133 || Total time:19.385465621948242 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1249 || Clusters count: 11 || Log posterior: -3766.426460770766 || Iter Time:0.008813858032226562 || 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-3744.0874650322476 || Iter Time:0.011338949203491211 || Total time:19.564617156982422 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 11 || Log posterior: -3722.4091819958385 || Iter Time:0.009958982467651367 || Total time:19.574576139450073 Iteration: 1268 || Clusters count: 11 || Log posterior: -3681.947086343273 || Iter Time:0.011835098266601562 || Total time:19.586411237716675 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 11 || Log posterior: -3668.0387139401364 || Iter Time:0.008873224258422852 || Total time:19.595284461975098 Iteration: 1270 || Clusters count: 11 || Log posterior: -3643.3949769455676 || Iter Time:0.011758089065551758 || Total time:19.60704255104065 Loading and distributing data: 0.000131 seconds (134 allocations: 13.352 KiB) Iteration: 1271 || Clusters count: 11 || Log posterior: -3705.2354698970826 || Iter Time:0.008563041687011719 || Total time:19.61560559272766 Iteration: 1272 || Clusters count: 11 || Log posterior: -3669.0335180899747 || Iter Time:0.011287927627563477 || Total time:19.626893520355225 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1273 || Clusters count: 11 || Log posterior: -3776.8285130886597 || Iter Time:0.008661985397338867 || Total time:19.635555505752563 Iteration: 1274 || Clusters count: 11 || Log posterior: -3728.3104620485174 || Iter Time:0.01055002212524414 || Total time:19.646105527877808 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1275 || Clusters count: 11 || Log posterior: -3735.2632991237724 || Iter Time:0.0082550048828125 || Total time:19.65436053276062 Iteration: 1276 || Clusters count: 11 || Log posterior: -3699.370182470941 || Iter Time:0.010912895202636719 || Total time:19.665273427963257 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1277 || 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-3779.333975154143 || Iter Time:0.011062145233154297 || Total time:19.860832452774048 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 11 || Log posterior: -3823.2326907121746 || Iter Time:0.008732080459594727 || Total time:19.869564533233643 Iteration: 1290 || Clusters count: 11 || Log posterior: -3772.5830713511205 || Iter Time:0.011738061904907227 || Total time:19.88130259513855 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 11 || Log posterior: -3764.1670618881603 || Iter Time:0.009240150451660156 || Total time:19.89054274559021 Iteration: 1292 || Clusters count: 11 || Log posterior: -3731.414828311727 || Iter Time:0.010774850845336914 || Total time:19.901317596435547 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1293 || Clusters count: 11 || Log posterior: -3753.915989187493 || Iter Time:0.008395195007324219 || 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-3679.196736947691 || Iter Time:0.010966062545776367 || Total time:20.0856716632843 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 11 || Log posterior: -3760.1986927883877 || Iter Time:0.008732080459594727 || Total time:20.094403743743896 Iteration: 1312 || Clusters count: 11 || Log posterior: -3713.1411024552312 || Iter Time:0.011491060256958008 || Total time:20.105894804000854 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 11 || Log posterior: -3766.661882341914 || Iter Time:0.00902104377746582 || Total time:20.11491584777832 Iteration: 1314 || Clusters count: 11 || Log posterior: -3736.5763032428126 || Iter Time:0.0116729736328125 || Total time:20.126588821411133 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 11 || Log posterior: -3734.5707869439675 || Iter Time:0.3988821506500244 || 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-3779.756700623281 || Iter Time:0.011157989501953125 || Total time:20.69635033607483 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 11 || Log posterior: -3814.0848052491106 || Iter Time:0.009216070175170898 || Total time:20.70556640625 Iteration: 1334 || Clusters count: 11 || Log posterior: -3761.2205002356923 || Iter Time:0.011224985122680664 || Total time:20.71679139137268 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 11 || Log posterior: -3762.4098778288285 || Iter Time:0.008881807327270508 || Total time:20.72567319869995 Iteration: 1336 || Clusters count: 11 || Log posterior: -3714.990950690935 || Iter Time:0.011267900466918945 || Total time:20.73694109916687 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1337 || Clusters count: 11 || Log posterior: -3779.841548417614 || Iter Time:0.00916290283203125 || Total 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-3746.8192512044825 || Iter Time:0.0117950439453125 || Total time:21.911109924316406 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 11 || Log posterior: -3762.64281459507 || Iter Time:0.009269952774047852 || Total time:21.920379877090454 Iteration: 1444 || Clusters count: 11 || Log posterior: -3727.912503303518 || Iter Time:0.010832786560058594 || Total time:21.931212663650513 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 11 || Log posterior: -3744.0722232086764 || Iter Time:0.00859212875366211 || Total time:21.939804792404175 Iteration: 1446 || Clusters count: 11 || Log posterior: -3713.784430465795 || Iter Time:0.010775089263916016 || Total time:21.95057988166809 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1447 || Clusters count: 11 || Log posterior: -3724.199043586555 || Iter Time:0.008555889129638672 || 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-3698.9139859266293 || Iter Time:0.010815858840942383 || Total time:22.846425771713257 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 11 || Log posterior: -3685.5636484588563 || Iter Time:0.00896310806274414 || Total time:22.855388879776 Iteration: 1532 || Clusters count: 11 || Log posterior: -3673.4708977443615 || Iter Time:0.011295795440673828 || Total time:22.866684675216675 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 11 || Log posterior: -3704.1104729389244 || Iter Time:0.008967161178588867 || Total time:22.875651836395264 Iteration: 1534 || Clusters count: 11 || Log posterior: -3673.133286735627 || Iter Time:0.010755062103271484 || Total time:22.886406898498535 Loading and distributing data: 0.000118 seconds (129 allocations: 13.227 KiB) Iteration: 1535 || Clusters count: 11 || Log posterior: -3744.15502505251 || Iter Time:0.00872802734375 || Total 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-3598.161962778515 || Iter Time:0.011857032775878906 || Total time:23.09266686439514 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 11 || Log posterior: -3745.933758318917 || Iter Time:0.009876012802124023 || Total time:23.102542877197266 Iteration: 1554 || Clusters count: 11 || Log posterior: -3712.3197769362027 || Iter Time:0.011905908584594727 || Total time:23.11444878578186 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 11 || Log posterior: -3740.0360821499567 || Iter Time:0.009949922561645508 || Total time:23.124398708343506 Iteration: 1556 || Clusters count: 11 || Log posterior: -3708.621085969481 || Iter Time:0.01180410385131836 || Total time:23.136202812194824 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1557 || Clusters count: 11 || Log posterior: -3729.440427753972 || Iter Time:0.009265899658203125 || 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-3797.7128498984916 || Iter Time:0.011129140853881836 || Total time:24.696044445037842 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 11 || Log posterior: -3794.7256892179635 || Iter Time:0.008573055267333984 || Total time:24.704617500305176 Iteration: 1708 || Clusters count: 11 || Log posterior: -3768.2871019811846 || Iter Time:0.011283159255981445 || Total time:24.715900659561157 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 11 || Log posterior: -3745.6488856702344 || Iter Time:0.008519887924194336 || Total time:24.72442054748535 Iteration: 1710 || Clusters count: 11 || Log posterior: -3729.7039630496215 || Iter Time:0.01105809211730957 || Total time:24.73547863960266 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1711 || Clusters count: 11 || Log posterior: -3793.219077271225 || Iter Time:0.008271217346191406 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-3744.9958548262816 || Iter Time:0.011013984680175781 || Total time:24.9254469871521 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1729 || Clusters count: 11 || Log posterior: -3757.2232480308467 || Iter Time:0.008412837982177734 || Total time:24.933859825134277 Iteration: 1730 || Clusters count: 11 || Log posterior: -3717.4143082008204 || Iter Time:0.011291980743408203 || Total time:24.945151805877686 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 1731 || Clusters count: 11 || Log posterior: -3767.192059526473 || Iter Time:0.008307933807373047 || Total time:24.95345973968506 Iteration: 1732 || Clusters count: 11 || Log posterior: -3737.0907795296403 || Iter Time:0.010483026504516602 || Total time:24.963942766189575 Loading and distributing data: 0.000109 seconds (134 allocations: 13.352 KiB) Iteration: 1733 || Clusters count: 11 || Log posterior: -3803.5495215052642 || Iter Time:0.008569002151489258 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-3734.1797604381622 || Iter Time:0.011121988296508789 || Total time:25.160740613937378 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1751 || Clusters count: 11 || Log posterior: -3766.7476803906475 || Iter Time:0.008704900741577148 || Total time:25.169445514678955 Iteration: 1752 || Clusters count: 11 || Log posterior: -3709.4403061913463 || Iter Time:0.01102900505065918 || Total time:25.180474519729614 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 11 || Log posterior: -3757.2105791842787 || Iter Time:0.008447885513305664 || Total time:25.18892240524292 Iteration: 1754 || Clusters count: 11 || Log posterior: -3713.0333125446473 || Iter Time:0.011123895645141602 || Total time:25.20004630088806 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1755 || Clusters count: 11 || Log posterior: -3762.649491428276 || Iter Time:0.008778810501098633 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-3724.1634775083376 || Iter Time:0.010925054550170898 || Total time:25.38511371612549 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 11 || Log posterior: -3689.3305416473045 || Iter Time:0.008197784423828125 || Total time:25.393311500549316 Iteration: 1774 || Clusters count: 11 || Log posterior: -3658.0024290631227 || Iter Time:0.010538101196289062 || Total time:25.403849601745605 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 11 || Log posterior: -3718.78839444226 || Iter Time:0.0090179443359375 || Total time:25.412867546081543 Iteration: 1776 || Clusters count: 11 || Log posterior: -3689.9441131941785 || Iter Time:0.011281967163085938 || Total time:25.42414951324463 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1777 || Clusters count: 11 || Log posterior: -3755.7642371495863 || Iter Time:0.00853109359741211 || 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-3704.5957145397933 || Iter Time:0.011449098587036133 || Total time:25.626712560653687 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 11 || Log posterior: -3724.8880084215207 || Iter Time:0.008801937103271484 || Total time:25.635514497756958 Iteration: 1796 || Clusters count: 11 || Log posterior: -3699.093115902428 || Iter Time:0.010720968246459961 || Total time:25.646235466003418 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 11 || Log posterior: -3698.9470265475784 || Iter Time:0.009016990661621094 || Total time:25.65525245666504 Iteration: 1798 || Clusters count: 11 || Log posterior: -3672.656699553798 || Iter Time:0.012639045715332031 || Total time:25.66789150238037 Loading and distributing data: 0.000134 seconds (134 allocations: 13.352 KiB) Iteration: 1799 || Clusters count: 11 || Log posterior: -3709.19765986967 || Iter Time:0.00836491584777832 || 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-3715.531552849127 || Iter Time:0.010910987854003906 || Total time:25.84804940223694 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 11 || Log posterior: -3803.4143597358966 || Iter Time:0.008352041244506836 || Total time:25.856401443481445 Iteration: 1818 || Clusters count: 11 || Log posterior: -3769.2752368199253 || Iter Time:0.010676145553588867 || Total time:25.867077589035034 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 11 || Log posterior: -3774.113294412787 || Iter Time:0.008350133895874023 || Total time:25.875427722930908 Iteration: 1820 || Clusters count: 11 || Log posterior: -3763.6374907573413 || Iter Time:0.011867046356201172 || Total time:25.88729476928711 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 11 || Log posterior: -3749.6304534830842 || Iter Time:0.009996891021728516 || Total time:25.897291660308838 Iteration: 1822 || Clusters count: 11 || Log posterior: -3709.07981961319 || Iter Time:0.011673927307128906 || Total time:25.908965587615967 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 11 || Log posterior: -3712.542146596574 || Iter Time:0.00845193862915039 || Total time:25.917417526245117 Iteration: 1824 || Clusters count: 11 || Log posterior: -3682.990773690222 || Iter Time:0.010855913162231445 || Total time:25.92827343940735 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -3679.3821059437555 || Iter Time:0.027920961380004883 || Total time:25.956194400787354 Iteration: 1826 || Clusters count: 11 || Log posterior: -3661.5092243316867 || Iter Time:0.011210918426513672 || Total time:25.967405319213867 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 11 || Log posterior: -3751.0920845662617 || Iter Time:0.008347034454345703 || Total time:25.975752353668213 Iteration: 1828 || Clusters count: 11 || Log posterior: -3688.626575514045 || Iter Time:0.010675191879272461 || Total time:25.986427545547485 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 11 || Log posterior: -3741.0787151574677 || Iter Time:0.008346080780029297 || Total time:25.994773626327515 Iteration: 1830 || Clusters count: 11 || Log posterior: -3713.76404910708 || Iter Time:0.011182785034179688 || Total time:26.005956411361694 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -3756.60454864412 || Iter Time:0.008295059204101562 || Total time:26.014251470565796 Iteration: 1832 || Clusters count: 11 || Log posterior: -3719.0618519843283 || Iter Time:0.010771989822387695 || Total time:26.025023460388184 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -3798.6847324465657 || Iter Time:0.008404970169067383 || Total time:26.03342843055725 Iteration: 1834 || Clusters count: 11 || Log posterior: -3762.5416865605303 || Iter Time:0.011389970779418945 || Total time:26.04481840133667 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3750.260543484459 || Iter Time:0.009215831756591797 || Total time:26.05403423309326 Iteration: 1836 || Clusters count: 11 || Log posterior: -3694.386495593249 || Iter Time:0.011454105377197266 || Total time:26.06548833847046 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -3707.407788518913 || Iter Time:0.008584022521972656 || Total time:26.07407236099243 Iteration: 1838 || Clusters count: 11 || Log posterior: -3662.1243118120674 || Iter Time:0.010792016983032227 || Total time:26.084864377975464 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -3734.226634557744 || Iter Time:0.008401870727539062 || Total time:26.093266248703003 Iteration: 1840 || Clusters count: 11 || Log posterior: -3707.0597314869096 || Iter Time:0.01052713394165039 || Total time:26.103793382644653 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -3766.2300389695215 || Iter Time:0.008038043975830078 || Total time:26.111831426620483 Iteration: 1842 || Clusters count: 11 || Log posterior: -3725.190895910289 || Iter Time:0.010756969451904297 || Total time:26.122588396072388 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -3766.8445803557215 || Iter Time:0.009353876113891602 || Total time:26.13194227218628 Iteration: 1844 || Clusters count: 11 || Log posterior: -3733.1561131978806 || Iter Time:0.010699987411499023 || Total time:26.14264225959778 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3748.4504946302277 || Iter Time:0.00836801528930664 || Total time:26.151010274887085 Iteration: 1846 || Clusters count: 11 || Log posterior: -3730.615155050547 || Iter Time:0.010808944702148438 || Total time:26.161819219589233 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -3721.8994138477797 || Iter Time:0.008453130722045898 || Total time:26.17027235031128 Iteration: 1848 || Clusters count: 11 || Log posterior: -3680.9032371854228 || Iter Time:0.010963916778564453 || Total time:26.181236267089844 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3735.5830521422095 || Iter Time:0.009393930435180664 || Total time:26.190630197525024 Iteration: 1850 || Clusters count: 11 || Log posterior: -3704.1876794642176 || Iter Time:0.02220892906188965 || Total time:26.212839126586914 Loading and distributing data: 0.000178 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -3776.686465909646 || Iter Time:0.009820938110351562 || Total time:26.222660064697266 Iteration: 1852 || Clusters count: 11 || Log posterior: -3763.8608538990434 || Iter Time:0.011211156845092773 || Total time:26.23387122154236 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 11 || Log posterior: -3759.431510098161 || Iter Time:0.00944209098815918 || Total time:26.243313312530518 Iteration: 1854 || Clusters count: 11 || Log posterior: -3737.564905301615 || Iter Time:0.011509895324707031 || Total time:26.254823207855225 Loading and distributing data: 0.000180 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 11 || Log posterior: -3696.7061694983627 || Iter Time:0.00919485092163086 || Total time:26.264018058776855 Iteration: 1856 || Clusters count: 11 || Log posterior: -3669.669279852366 || Iter Time:0.011677026748657227 || Total time:26.275695085525513 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 11 || Log posterior: -3693.745416039939 || Iter Time:0.009916067123413086 || Total time:26.285611152648926 Iteration: 1858 || Clusters count: 11 || Log posterior: -3670.374719339891 || Iter Time:0.011459827423095703 || Total time:26.29707098007202 Loading and distributing data: 0.000136 seconds (129 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -3723.298501796652 || Iter Time:0.009330987930297852 || Total time:26.30640196800232 Iteration: 1860 || Clusters count: 11 || Log posterior: -3679.565683073821 || Iter Time:0.011540889739990234 || Total time:26.31794285774231 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -3719.1074729124525 || Iter Time:0.009182929992675781 || Total time:26.327125787734985 Iteration: 1862 || Clusters count: 11 || Log posterior: -3696.9447361167436 || Iter Time:0.011855125427246094 || Total time:26.33898091316223 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -3753.787614274852 || Iter Time:0.009325027465820312 || Total time:26.34830594062805 Iteration: 1864 || Clusters count: 11 || Log posterior: -3706.6180948610186 || Iter Time:0.01258397102355957 || Total time:26.36088991165161 Loading and distributing data: 0.000134 seconds (129 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -3769.051790382605 || Iter Time:0.009704113006591797 || Total time:26.370594024658203 Iteration: 1866 || Clusters count: 11 || Log posterior: -3711.320428525061 || Iter Time:0.012082099914550781 || Total time:26.382676124572754 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -3832.5002059574977 || Iter Time:0.009550094604492188 || Total time:26.392226219177246 Iteration: 1868 || Clusters count: 11 || Log posterior: -3777.9501212322166 || Iter Time:0.05332493782043457 || Total time:26.44555115699768 Loading and distributing data: 0.000169 seconds (129 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -3785.447801853649 || Iter Time:0.010610103607177734 || Total time:26.45616126060486 Iteration: 1870 || Clusters count: 11 || Log posterior: -3741.1065416416513 || Iter Time:0.013284921646118164 || Total time:26.469446182250977 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -3697.3144533481095 || Iter Time:0.00937509536743164 || Total time:26.478821277618408 Iteration: 1872 || Clusters count: 11 || Log posterior: -3669.1948908461654 || Iter Time:0.011205911636352539 || Total time:26.49002718925476 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -3696.7878499824924 || Iter Time:0.009177923202514648 || Total time:26.499205112457275 Iteration: 1874 || Clusters count: 11 || Log posterior: -3668.8952929487373 || Iter Time:0.012104034423828125 || Total time:26.511309146881104 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -3697.98871427543 || Iter Time:0.009490013122558594 || Total time:26.520799160003662 Iteration: 1876 || Clusters count: 11 || Log posterior: -3664.492250488545 || Iter Time:0.011764049530029297 || Total time:26.53256320953369 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -3669.3122453691863 || Iter Time:0.009248971939086914 || Total time:26.54181218147278 Iteration: 1878 || Clusters count: 11 || Log posterior: -3650.4268576396653 || Iter Time:0.01163482666015625 || Total time:26.553447008132935 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -3734.2004939208105 || Iter Time:0.008846044540405273 || Total time:26.56229305267334 Iteration: 1880 || Clusters count: 11 || Log posterior: -3709.519878364139 || Iter Time:0.010873079299926758 || Total time:26.573166131973267 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -3680.2855653362412 || Iter Time:0.008605003356933594 || Total time:26.5817711353302 Iteration: 1882 || Clusters count: 11 || Log posterior: -3665.8347146502006 || Iter Time:0.011642932891845703 || Total time:26.593414068222046 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -3730.273881011808 || Iter Time:0.008989095687866211 || Total time:26.602403163909912 Iteration: 1884 || Clusters count: 11 || Log posterior: -3710.3209719659403 || Iter Time:0.011374950408935547 || Total time:26.613778114318848 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -3771.584044941215 || Iter Time:0.009330987930297852 || Total time:26.623109102249146 Iteration: 1886 || Clusters count: 11 || Log posterior: -3725.2110456777436 || Iter Time:0.011948108673095703 || Total time:26.63505721092224 Loading and distributing data: 0.000144 seconds (129 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -3763.88516198486 || Iter Time:0.009931087493896484 || Total time:26.644988298416138 Iteration: 1888 || Clusters count: 11 || Log posterior: -3734.1678091336726 || Iter Time:0.012198925018310547 || Total time:26.65718722343445 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -3742.452756185719 || Iter Time:0.009773015975952148 || Total time:26.6669602394104 Iteration: 1890 || Clusters count: 11 || Log posterior: -3690.5969614718565 || Iter Time:0.012623071670532227 || Total time:26.679583311080933 Loading and distributing data: 0.000168 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -3738.4349483023034 || Iter Time:0.009430885314941406 || Total time:26.689014196395874 Iteration: 1892 || Clusters count: 11 || Log posterior: -3702.338419901469 || Iter Time:0.011415958404541016 || Total time:26.700430154800415 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -3753.9183094810446 || Iter Time:0.010052919387817383 || Total time:26.710483074188232 Iteration: 1894 || Clusters count: 11 || Log posterior: -3706.065654838911 || Iter Time:0.012297868728637695 || Total time:26.72278094291687 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3804.8922775664364 || Iter Time:0.008833885192871094 || Total time:26.73161482810974 Iteration: 1896 || Clusters count: 11 || Log posterior: -3753.498241506034 || Iter Time:0.011395931243896484 || Total time:26.743010759353638 Loading and distributing data: 0.000111 seconds (129 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3763.6000160581466 || Iter Time:0.009473800659179688 || Total time:26.752484560012817 Iteration: 1898 || Clusters count: 11 || Log posterior: -3731.614022385947 || Iter Time:0.012329816818237305 || Total time:26.764814376831055 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3774.671228333958 || Iter Time:0.01091909408569336 || Total time:26.775733470916748 Iteration: 1900 || Clusters count: 11 || Log posterior: -3727.740705803136 || Iter Time:0.011801004409790039 || Total time:26.787534475326538 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -3745.4764503378233 || Iter Time:0.009278059005737305 || Total time:26.796812534332275 Iteration: 1902 || Clusters count: 11 || Log posterior: -3711.5759366096954 || Iter Time:0.012117147445678711 || Total time:26.808929681777954 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -3797.395002842185 || Iter Time:0.00972604751586914 || Total time:26.818655729293823 Iteration: 1904 || Clusters count: 11 || Log posterior: -3754.1243141641535 || Iter Time:0.014128923416137695 || Total time:26.83278465270996 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3784.1628782505954 || Iter Time:0.011033058166503906 || Total time:26.843817710876465 Iteration: 1906 || Clusters count: 12 || Log posterior: -3724.7245902737563 || Iter Time:0.011770963668823242 || Total time:26.855588674545288 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3748.2651820904925 || Iter Time:0.009203910827636719 || Total time:26.864792585372925 Iteration: 1908 || Clusters count: 12 || Log posterior: -3716.173086979443 || Iter Time:0.012202024459838867 || Total time:26.876994609832764 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3817.2540260909586 || Iter Time:0.00970005989074707 || Total time:26.88669466972351 Iteration: 1910 || Clusters count: 12 || Log posterior: -3747.035277409283 || Iter Time:0.011914968490600586 || Total time:26.89860963821411 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3810.964411905719 || Iter Time:0.010705947875976562 || Total time:26.909315586090088 Iteration: 1912 || Clusters count: 12 || Log posterior: -3788.7034211231185 || Iter Time:0.011597156524658203 || Total time:26.920912742614746 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3813.215250913804 || Iter Time:0.009361982345581055 || Total time:26.930274724960327 Iteration: 1914 || Clusters count: 12 || Log posterior: -3751.0528192435268 || Iter Time:0.011806964874267578 || Total time:26.942081689834595 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3753.2827175053467 || Iter Time:0.010560989379882812 || Total time:26.952642679214478 Iteration: 1916 || Clusters count: 12 || Log posterior: -3704.638606031025 || Iter Time:0.01916790008544922 || Total time:26.971810579299927 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3776.970341548841 || Iter Time:0.011880159378051758 || Total time:26.98369073867798 Iteration: 1918 || Clusters count: 12 || Log posterior: -3718.274535479522 || Iter Time:0.013336896896362305 || Total time:26.99702763557434 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3755.499889645031 || Iter Time:0.009741783142089844 || Total time:27.00676941871643 Iteration: 1920 || Clusters count: 12 || Log posterior: -3719.523284015093 || Iter Time:0.011912107467651367 || Total time:27.018681526184082 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3722.1905019865794 || Iter Time:0.009547948837280273 || Total time:27.028229475021362 Iteration: 1922 || Clusters count: 12 || Log posterior: -3670.589623113677 || Iter Time:0.012789011001586914 || Total time:27.04101848602295 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3691.4874720846387 || Iter Time:0.010293006896972656 || Total time:27.051311492919922 Iteration: 1924 || Clusters count: 11 || Log posterior: -3666.818970088314 || Iter Time:0.01214599609375 || Total time:27.063457489013672 Loading and distributing data: 0.000114 seconds (129 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -3728.611075936954 || Iter Time:0.009690046310424805 || Total time:27.073147535324097 Iteration: 1926 || Clusters count: 11 || Log posterior: -3701.476388251513 || Iter Time:0.011627912521362305 || Total time:27.08477544784546 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -3731.27275240681 || Iter Time:0.009549140930175781 || Total time:27.094324588775635 Iteration: 1928 || Clusters count: 11 || Log posterior: -3692.1654761038876 || Iter Time:0.01134490966796875 || Total time:27.105669498443604 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -3730.5793170312722 || Iter Time:0.009361028671264648 || Total time:27.115030527114868 Iteration: 1930 || Clusters count: 11 || Log posterior: -3707.37973250875 || Iter Time:0.011421918869018555 || Total time:27.126452445983887 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3735.0624993986485 || Iter Time:0.009074926376342773 || Total time:27.13552737236023 Iteration: 1932 || Clusters count: 11 || Log posterior: -3703.7858484818103 || Iter Time:0.011023998260498047 || Total time:27.146551370620728 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3740.7674540563894 || Iter Time:0.009000062942504883 || Total time:27.155551433563232 Iteration: 1934 || Clusters count: 11 || Log posterior: -3723.923890019028 || Iter Time:0.01102900505065918 || Total time:27.16658043861389 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3721.5405500557845 || Iter Time:0.008591890335083008 || Total time:27.175172328948975 Iteration: 1936 || Clusters count: 11 || Log posterior: -3647.7048796193476 || Iter Time:0.010981082916259766 || Total time:27.186153411865234 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -3749.4810630847273 || Iter Time:0.008600950241088867 || Total time:27.194754362106323 Iteration: 1938 || Clusters count: 11 || Log posterior: -3694.1143943518723 || Iter Time:0.01096200942993164 || Total time:27.205716371536255 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -3753.299261679887 || Iter Time:0.008363008499145508 || Total time:27.2140793800354 Iteration: 1940 || Clusters count: 11 || Log posterior: -3729.1558215511714 || Iter Time:0.010805845260620117 || Total time:27.22488522529602 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -3754.8655006829904 || Iter Time:0.00837397575378418 || Total time:27.233259201049805 Iteration: 1942 || Clusters count: 11 || Log posterior: -3733.481298024329 || Iter Time:0.010524988174438477 || Total time:27.243784189224243 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -3747.122966594099 || Iter Time:0.00972294807434082 || Total time:27.253507137298584 Iteration: 1944 || Clusters count: 11 || Log posterior: -3723.7655804966093 || Iter Time:0.011063098907470703 || Total time:27.264570236206055 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -3717.713265477903 || Iter Time:0.008877038955688477 || Total time:27.273447275161743 Iteration: 1946 || Clusters count: 11 || Log posterior: -3686.5397180607456 || Iter Time:0.011070966720581055 || Total time:27.284518241882324 Loading and distributing data: 0.000112 seconds (129 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -3740.208472746003 || Iter Time:0.008996009826660156 || Total time:27.293514251708984 Iteration: 1948 || Clusters count: 11 || Log posterior: -3683.0669164783085 || Iter Time:0.011634111404418945 || Total time:27.305148363113403 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -3736.914282470761 || Iter Time:0.008563041687011719 || Total time:27.313711404800415 Iteration: 1950 || Clusters count: 11 || Log posterior: -3708.6079968657177 || Iter Time:0.011094093322753906 || Total time:27.32480549812317 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -3742.064348918776 || Iter Time:0.009102106094360352 || Total time:27.33390760421753 Iteration: 1952 || Clusters count: 11 || Log posterior: -3704.472495263645 || Iter Time:0.011231184005737305 || Total time:27.345138788223267 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -3723.3688439052817 || Iter Time:0.00871896743774414 || Total time:27.35385775566101 Iteration: 1954 || Clusters count: 11 || Log posterior: -3706.6394404788666 || Iter Time:0.011082887649536133 || Total time:27.364940643310547 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3781.50237153236 || Iter Time:0.008543014526367188 || Total time:27.373483657836914 Iteration: 1956 || Clusters count: 11 || Log posterior: -3742.9580852311965 || Iter Time:0.010954141616821289 || Total time:27.384437799453735 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3738.6420957851765 || Iter Time:0.008766889572143555 || Total time:27.39320468902588 Iteration: 1958 || Clusters count: 11 || Log posterior: -3706.7128279896706 || Iter Time:0.010982036590576172 || Total time:27.404186725616455 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3742.7806716309287 || Iter Time:0.028662919998168945 || Total time:27.432849645614624 Iteration: 1960 || Clusters count: 11 || Log posterior: -3694.8123504141968 || Iter Time:0.010686159133911133 || Total time:27.443535804748535 Loading and distributing data: 0.000105 seconds (129 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -3720.48335003403 || Iter Time:0.008221864700317383 || Total time:27.451757669448853 Iteration: 1962 || Clusters count: 11 || Log posterior: -3691.159551348731 || Iter Time:0.011012077331542969 || Total time:27.462769746780396 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -3710.4160524974604 || Iter Time:0.008523941040039062 || Total time:27.471293687820435 Iteration: 1964 || Clusters count: 11 || Log posterior: -3681.4869182002044 || Iter Time:0.01099085807800293 || Total time:27.482284545898438 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -3697.29334169755 || Iter Time:0.008400917053222656 || Total time:27.49068546295166 Iteration: 1966 || Clusters count: 11 || Log posterior: -3681.847257053673 || Iter Time:0.010912895202636719 || Total time:27.501598358154297 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -3769.14170963525 || Iter Time:0.008578062057495117 || Total time:27.510176420211792 Iteration: 1968 || Clusters count: 11 || Log posterior: -3731.52204256159 || Iter Time:0.01120901107788086 || Total time:27.521385431289673 Loading and distributing data: 0.000112 seconds (129 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -3748.6210645337765 || Iter Time:0.00870203971862793 || Total time:27.5300874710083 Iteration: 1970 || Clusters count: 11 || Log posterior: -3723.846666221263 || Iter Time:0.010658979415893555 || Total time:27.540746450424194 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -3764.2631496542 || Iter Time:0.008613109588623047 || Total time:27.549359560012817 Iteration: 1972 || Clusters count: 11 || Log posterior: -3728.1946903880594 || Iter Time:0.010943889617919922 || Total time:27.560303449630737 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -3753.2681338206635 || Iter Time:0.00863790512084961 || Total time:27.568941354751587 Iteration: 1974 || Clusters count: 11 || Log posterior: -3737.6672792009813 || Iter Time:0.010843038558959961 || Total time:27.579784393310547 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -3792.2836656387803 || Iter Time:0.008404016494750977 || Total time:27.588188409805298 Iteration: 1976 || Clusters count: 11 || Log posterior: -3746.123958790542 || Iter Time:0.010802984237670898 || Total time:27.59899139404297 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -3762.3460376715975 || Iter Time:0.008852958679199219 || Total time:27.607844352722168 Iteration: 1978 || Clusters count: 11 || Log posterior: -3724.7235884004813 || Iter Time:0.010616064071655273 || Total time:27.618460416793823 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -3704.0082454860067 || Iter Time:0.008439064025878906 || Total time:27.626899480819702 Iteration: 1980 || Clusters count: 11 || Log posterior: -3659.589082654113 || Iter Time:0.010774850845336914 || Total time:27.63767433166504 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -3704.0713134061425 || Iter Time:0.008352994918823242 || Total time:27.646027326583862 Iteration: 1982 || Clusters count: 11 || Log posterior: -3656.5229126900917 || Iter Time:0.010617971420288086 || Total time:27.65664529800415 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -3741.2315870276766 || Iter Time:0.00848388671875 || Total time:27.6651291847229 Iteration: 1984 || Clusters count: 11 || Log posterior: -3707.9848971625283 || Iter Time:0.010748147964477539 || Total time:27.675877332687378 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -3768.30260447475 || Iter Time:0.008380889892578125 || Total time:27.684258222579956 Iteration: 1986 || Clusters count: 11 || Log posterior: -3724.1133385922067 || Iter Time:0.010677099227905273 || Total time:27.69493532180786 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -3760.787464721466 || Iter Time:0.008424997329711914 || Total time:27.703360319137573 Iteration: 1988 || Clusters count: 11 || Log posterior: -3725.533118195095 || Iter Time:0.010960102081298828 || Total time:27.714320421218872 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -3723.416919426487 || Iter Time:0.008581161499023438 || Total time:27.722901582717896 Iteration: 1990 || Clusters count: 11 || Log posterior: -3671.342394267676 || Iter Time:0.011961936950683594 || Total time:27.73486351966858 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -3684.5859225476725 || Iter Time:0.009104013442993164 || Total time:27.743967533111572 Iteration: 1992 || Clusters count: 11 || Log posterior: -3652.1430400881377 || Iter Time:0.010753870010375977 || Total time:27.75472140312195 Loading and distributing data: 0.000106 seconds (129 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -3642.177890855699 || Iter Time:0.009711027145385742 || Total time:27.764432430267334 Iteration: 1994 || Clusters count: 11 || Log posterior: -3603.929449725617 || Iter Time:0.011420965194702148 || Total time:27.775853395462036 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -3666.14986823748 || Iter Time:0.008607149124145508 || Total time:27.78446054458618 Iteration: 1996 || Clusters count: 11 || Log posterior: -3615.7191369865222 || Iter Time:0.010808944702148438 || Total time:27.79526948928833 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -3719.5649965139073 || Iter Time:0.008664846420288086 || Total time:27.803934335708618 Iteration: 1998 || Clusters count: 11 || Log posterior: -3684.5877273755113 || Iter Time:0.011097908020019531 || Total time:27.815032243728638 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -3725.052469374221 || Iter Time:0.008642911911010742 || Total time:27.82367515563965 Iteration: 2000 || Clusters count: 11 || Log posterior: -3680.8815196777186 || Iter Time:0.010755062103271484 || Total time:27.83443021774292 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -3750.9278884370337 || Iter Time:0.008515119552612305 || Total time:27.842945337295532 Iteration: 2002 || Clusters count: 11 || Log posterior: -3703.4981344008825 || Iter Time:0.010849952697753906 || Total time:27.853795289993286 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -3758.1434627272365 || Iter Time:0.02840900421142578 || Total time:27.882204294204712 Iteration: 2004 || Clusters count: 11 || Log posterior: -3724.833163171324 || Iter Time:0.010992050170898438 || Total time:27.89319634437561 Loading and distributing data: 0.000106 seconds (129 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -3776.646889312264 || Iter Time:0.008327960968017578 || Total time:27.901524305343628 Iteration: 2006 || Clusters count: 11 || Log posterior: -3745.8484898769684 || Iter Time:0.010458946228027344 || Total time:27.911983251571655 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -3778.1092160184967 || Iter Time:0.008190155029296875 || Total time:27.920173406600952 Iteration: 2008 || Clusters count: 11 || Log posterior: -3738.328679099442 || Iter Time:0.010540008544921875 || Total time:27.930713415145874 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -3739.2962380747203 || Iter Time:0.008481025695800781 || Total time:27.939194440841675 Iteration: 2010 || Clusters count: 11 || Log posterior: -3721.337174857034 || Iter Time:0.010671854019165039 || Total time:27.94986629486084 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -3744.784497617217 || Iter Time:0.008358001708984375 || Total time:27.958224296569824 Iteration: 2012 || Clusters count: 11 || Log posterior: -3702.359934228854 || Iter Time:0.01067209243774414 || Total time:27.96889638900757 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -3776.415794787289 || Iter Time:0.008170843124389648 || Total time:27.977067232131958 Iteration: 2014 || Clusters count: 11 || Log posterior: -3749.2646105610856 || Iter Time:0.01043391227722168 || Total time:27.98750114440918 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -3763.299402566763 || Iter Time:0.008273839950561523 || Total time:27.99577498435974 Iteration: 2016 || Clusters count: 11 || Log posterior: -3721.6221886134895 || Iter Time:0.010872840881347656 || Total time:28.00664782524109 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -3700.769555547058 || Iter Time:0.008331775665283203 || Total time:28.014979600906372 Iteration: 2018 || Clusters count: 11 || Log posterior: -3681.7978304776666 || Iter Time:0.010442018508911133 || Total time:28.025421619415283 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -3736.805329169687 || Iter Time:0.008159875869750977 || Total time:28.033581495285034 Iteration: 2020 || Clusters count: 11 || Log posterior: -3708.0438583278547 || Iter Time:0.010505199432373047 || Total time:28.044086694717407 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 11 || Log posterior: -3762.1935018427966 || Iter Time:0.008212089538574219 || Total time:28.05229878425598 Iteration: 2022 || Clusters count: 11 || Log posterior: -3729.0271449563907 || Iter Time:0.011217117309570312 || Total time:28.06351590156555 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -3759.8200310564857 || Iter Time:0.008348941802978516 || Total time:28.07186484336853 Iteration: 2024 || Clusters count: 11 || Log posterior: -3720.8666876968746 || Iter Time:0.010575056076049805 || Total time:28.08243989944458 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -3734.9617822501573 || Iter Time:0.008334875106811523 || Total time:28.09077477455139 Iteration: 2026 || Clusters count: 11 || Log posterior: -3692.1068921607234 || Iter Time:0.01050710678100586 || Total time:28.101281881332397 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -3724.6451482194816 || Iter Time:0.008142948150634766 || Total time:28.109424829483032 Iteration: 2028 || Clusters count: 11 || Log posterior: -3684.820233341151 || Iter Time:0.01060795783996582 || Total time:28.120032787322998 Avg NMI: 0.8281106479396497 Full NMI: 0.7899714958283113 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m23.5s Testing DPMMSubClustersStreaming tests passed Testing completed after 212.74s PkgEval succeeded after 360.61s