Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1877 (00654c1407*) started at 2026-03-10T18:23:08.997 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 13.29s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.17 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [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 v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.18.0+1 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 5547.2 ms ✓ Clustering 11693.4 ms ✓ KernelFunctions 11278.0 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 32 seconds. 101 already precompiled. Precompilation completed after 55.62s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_bx1pYc/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_bx1pYc/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [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 v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.17 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [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 v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+1 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.924527 seconds (966.49 k allocations: 60.488 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:20.32377791404724 || Total time:20.32377791404724 Iteration: 1 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005764007568359375 || Total time:20.3295419216156 Iteration: 2 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005218982696533203 || Total time:20.334760904312134 Iteration: 3 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.00533604621887207 || Total time:20.340096950531006 Iteration: 4 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005131959915161133 || Total time:20.345228910446167 Iteration: 5 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.017246007919311523 || Total time:20.36247491836548 Iteration: 6 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005076885223388672 || Total time:20.367551803588867 Iteration: 7 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.0051610469818115234 || Total time:20.37271285057068 Iteration: 8 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.004962921142578125 || Total time:20.377675771713257 Iteration: 9 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005050182342529297 || Total time:20.382725954055786 Iteration: 10 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005002021789550781 || Total time:20.387727975845337 Iteration: 11 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.005240917205810547 || Total time:20.392968893051147 Iteration: 12 || Clusters count: 1 || Log posterior: -233056.47548629093 || Iter Time:0.0052490234375 || Total time:20.398217916488647 Iteration: 13 || Clusters count: 2 || Log posterior: -232809.23891838532 || Iter Time:4.512576103210449 || Total time:24.910794019699097 Iteration: 14 || Clusters count: 2 || Log posterior: -232807.3245351592 || Iter Time:0.006426095962524414 || Total time:24.91722011566162 Iteration: 15 || Clusters count: 2 || Log posterior: -232805.04906139307 || Iter Time:0.005967855453491211 || Total time:24.923187971115112 Iteration: 16 || Clusters count: 2 || Log posterior: -232818.6489436744 || Iter Time:0.006022930145263672 || Total time:24.929210901260376 Iteration: 17 || Clusters count: 2 || Log posterior: -232798.31741835125 || Iter Time:0.006042003631591797 || Total time:24.935252904891968 Iteration: 18 || Clusters count: 2 || Log posterior: -232786.30179335125 || Iter Time:0.006103038787841797 || Total time:24.94135594367981 Iteration: 19 || Clusters count: 2 || Log posterior: -232783.32645094473 || Iter Time:0.005930900573730469 || Total time:24.94728684425354 Iteration: 20 || Clusters count: 2 || Log posterior: -232698.89852040546 || Iter Time:1.553333044052124 || Total time:26.500619888305664 Loading and distributing data: 0.000949 seconds (141 allocations: 396.023 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233020.34461951398 || Iter Time:0.03239297866821289 || Total time:26.533012866973877 Iteration: 22 || Clusters count: 2 || Log posterior: -232959.99736647445 || Iter Time:0.0057370662689208984 || Total time:26.538749933242798 Iteration: 23 || Clusters count: 2 || Log posterior: -232913.9296031517 || Iter Time:0.0059168338775634766 || Total time:26.54466676712036 Iteration: 24 || Clusters count: 2 || Log posterior: -232893.85066947798 || Iter Time:0.005685091018676758 || Total time:26.550351858139038 Iteration: 25 || Clusters count: 2 || Log posterior: -232921.19030768826 || Iter Time:0.005496978759765625 || Total time:26.555848836898804 Iteration: 26 || Clusters count: 2 || Log posterior: -232912.45366252933 || Iter Time:0.00568699836730957 || Total time:26.561535835266113 Iteration: 27 || Clusters count: 2 || Log posterior: -232892.72573863392 || Iter Time:0.005940914154052734 || Total time:26.567476749420166 Iteration: 28 || Clusters count: 3 || Log posterior: -232581.0827716837 || Iter Time:0.007169008255004883 || Total time:26.57464575767517 Iteration: 29 || Clusters count: 3 || Log posterior: -232464.4739987679 || Iter Time:0.0060269832611083984 || Total time:26.58067274093628 Iteration: 30 || Clusters count: 3 || Log posterior: -232411.19706624156 || Iter Time:0.006062984466552734 || Total time:26.586735725402832 Iteration: 31 || Clusters count: 3 || Log posterior: -232357.67972681354 || Iter Time:0.006103992462158203 || Total time:26.59283971786499 Iteration: 32 || Clusters count: 3 || Log posterior: -232356.60168255516 || Iter Time:0.006128787994384766 || Total time:26.598968505859375 Iteration: 33 || Clusters count: 3 || Log posterior: -232309.05949148128 || Iter Time:0.006148099899291992 || Total time:26.605116605758667 Iteration: 34 || Clusters count: 3 || Log posterior: -232280.54091261455 || Iter Time:0.0062830448150634766 || Total time:26.61139965057373 Iteration: 35 || Clusters count: 3 || Log posterior: -232271.3592518448 || Iter Time:0.006228923797607422 || Total time:26.617628574371338 Iteration: 36 || Clusters count: 3 || Log posterior: -232263.92548052498 || Iter Time:0.10114598274230957 || Total time:26.718774557113647 Iteration: 37 || Clusters count: 3 || Log posterior: -232273.88570494074 || Iter Time:0.005891084671020508 || Total time:26.724665641784668 Iteration: 38 || Clusters count: 3 || Log posterior: -232272.75580152325 || Iter Time:0.0059621334075927734 || Total time:26.73062777519226 Iteration: 39 || Clusters count: 3 || Log posterior: -232277.4088342799 || Iter Time:0.005939960479736328 || Total time:26.736567735671997 Iteration: 40 || Clusters count: 3 || Log posterior: -232277.58193250603 || Iter Time:0.006025075912475586 || Total time:26.742592811584473 Iteration: 41 || Clusters count: 3 || Log posterior: -232257.05269712824 || Iter Time:0.005784034729003906 || Total time:26.748376846313477 Loading and distributing data: 0.000896 seconds (141 allocations: 396.023 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262216.7384538132 || Iter Time:0.006287097930908203 || Total time:26.754663944244385 Iteration: 43 || Clusters count: 3 || Log posterior: -262181.3530922298 || Iter Time:0.007249116897583008 || Total time:26.761913061141968 Iteration: 44 || Clusters count: 3 || Log posterior: -262175.1444492925 || Iter Time:0.006117820739746094 || Total time:26.768030881881714 Iteration: 45 || Clusters count: 3 || Log posterior: -262182.3296418412 || Iter Time:0.006196022033691406 || Total time:26.774226903915405 Iteration: 46 || Clusters count: 3 || Log posterior: -262176.2832440857 || Iter Time:0.006211996078491211 || Total time:26.780438899993896 Iteration: 47 || Clusters count: 3 || Log posterior: -262181.0419132351 || Iter Time:0.006356000900268555 || Total time:26.786794900894165 Iteration: 48 || Clusters count: 3 || Log posterior: -262168.548758535 || Iter Time:0.0062329769134521484 || Total time:26.793027877807617 Iteration: 49 || Clusters count: 3 || Log posterior: -262166.11807349115 || Iter Time:0.0062999725341796875 || Total time:26.799327850341797 Iteration: 50 || Clusters count: 3 || Log posterior: -262183.5555944725 || Iter Time:0.006368875503540039 || Total time:26.805696725845337 Iteration: 51 || Clusters count: 3 || Log posterior: -262171.1955144353 || Iter Time:0.005892038345336914 || Total time:26.811588764190674 Iteration: 52 || Clusters count: 3 || Log posterior: -262166.4010390606 || Iter Time:0.00603795051574707 || Total time:26.81762671470642 Iteration: 53 || Clusters count: 3 || Log posterior: -262179.12883666 || Iter Time:0.0063440799713134766 || Total time:26.823970794677734 Iteration: 54 || Clusters count: 3 || Log posterior: -262187.2757000446 || Iter Time:0.006592988967895508 || Total time:26.83056378364563 Iteration: 55 || Clusters count: 3 || Log posterior: -262178.03662182746 || Iter Time:0.006333112716674805 || Total time:26.836896896362305 Iteration: 56 || Clusters count: 4 || Log posterior: -261748.5329472029 || Iter Time:0.00675201416015625 || Total time:26.84364891052246 Iteration: 57 || Clusters count: 5 || Log posterior: -261495.14221443862 || Iter Time:0.008783102035522461 || Total time:26.852432012557983 Iteration: 58 || Clusters count: 5 || Log posterior: -261512.85954839893 || Iter Time:0.006720066070556641 || Total time:26.85915207862854 Iteration: 59 || Clusters count: 5 || Log posterior: -261486.4254071717 || Iter Time:0.006857156753540039 || Total time:26.86600923538208 Iteration: 60 || Clusters count: 5 || Log posterior: -261471.38457655587 || Iter Time:0.0068089962005615234 || Total time:26.87281823158264 Iteration: 61 || Clusters count: 5 || Log posterior: -261472.7579432998 || Iter Time:0.006474971771240234 || Total time:26.879293203353882 Iteration: 62 || Clusters count: 5 || Log posterior: -261392.82670504675 || Iter Time:0.006567955017089844 || Total time:26.88586115837097 Loading and distributing data: 0.000812 seconds (141 allocations: 396.023 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261727.60803495924 || Iter Time:0.007174968719482422 || Total time:26.893036127090454 Iteration: 64 || Clusters count: 5 || Log posterior: -261650.42807775148 || Iter Time:0.007218837738037109 || Total time:26.90025496482849 Iteration: 65 || Clusters count: 5 || Log posterior: -261643.90192716313 || Iter Time:0.007074117660522461 || Total time:26.907329082489014 Iteration: 66 || Clusters count: 5 || Log posterior: -261631.7134853031 || Iter Time:0.0065670013427734375 || Total time:26.913896083831787 Iteration: 67 || Clusters count: 5 || Log posterior: -261635.69673544567 || Iter Time:0.007097959518432617 || Total time:26.92099404335022 Iteration: 68 || Clusters count: 5 || Log posterior: -261585.16797833826 || Iter Time:0.007127046585083008 || Total time:26.928121089935303 Iteration: 69 || Clusters count: 5 || Log posterior: -261592.89606165898 || Iter Time:0.006906032562255859 || Total time:26.93502712249756 Iteration: 70 || Clusters count: 5 || Log posterior: -261590.67527175034 || Iter Time:0.00725102424621582 || Total time:26.942278146743774 Iteration: 71 || Clusters count: 5 || Log posterior: -261586.61871936498 || Iter Time:0.7835419178009033 || Total time:27.725820064544678 Iteration: 72 || Clusters count: 6 || Log posterior: -261356.05055752484 || Iter Time:0.009495019912719727 || Total time:27.735315084457397 Iteration: 73 || Clusters count: 7 || Log posterior: -261188.9140140937 || Iter Time:0.00911092758178711 || Total time:27.744426012039185 Iteration: 74 || Clusters count: 7 || Log posterior: -261067.12629106463 || Iter Time:0.007902145385742188 || Total time:27.752328157424927 Iteration: 75 || Clusters count: 7 || Log posterior: -261022.75298615356 || Iter Time:0.008157014846801758 || Total time:27.76048517227173 Iteration: 76 || Clusters count: 7 || Log posterior: -260992.08224934115 || Iter Time:0.00813603401184082 || Total time:27.76862120628357 Iteration: 77 || Clusters count: 7 || Log posterior: -260995.8401302812 || Iter Time:0.00828695297241211 || Total time:27.77690815925598 Iteration: 78 || Clusters count: 7 || Log posterior: -260995.73007090125 || Iter Time:0.008088111877441406 || Total time:27.784996271133423 Iteration: 79 || Clusters count: 7 || Log posterior: -261001.0686199703 || Iter Time:0.00801992416381836 || Total time:27.79301619529724 Iteration: 80 || Clusters count: 7 || Log posterior: -260967.0156182979 || Iter Time:0.00785684585571289 || Total time:27.800873041152954 Iteration: 81 || Clusters count: 7 || Log posterior: -260980.41094661874 || Iter Time:0.00796818733215332 || Total time:27.808841228485107 Iteration: 82 || Clusters count: 7 || Log posterior: -260980.91636356575 || Iter Time:0.007780790328979492 || Total time:27.816622018814087 Iteration: 83 || Clusters count: 7 || Log posterior: -260888.16229364942 || Iter Time:0.0077059268951416016 || Total time:27.82432794570923 Loading and distributing data: 0.000826 seconds (141 allocations: 396.023 KiB) Iteration: 84 || Clusters count: 7 || Log posterior: -261304.57324851866 || Iter Time:0.007745981216430664 || Total time:27.83207392692566 Iteration: 85 || Clusters count: 7 || Log posterior: -261210.55831779187 || Iter Time:0.008026123046875 || Total time:27.840100049972534 Iteration: 86 || Clusters count: 8 || Log posterior: -260962.57270654707 || Iter Time:0.00875401496887207 || Total time:27.848854064941406 Iteration: 87 || Clusters count: 10 || Log posterior: -260052.1179213845 || Iter Time:0.010352134704589844 || Total time:27.859206199645996 Iteration: 88 || Clusters count: 11 || Log posterior: -259629.99832849353 || Iter Time:0.010504961013793945 || Total time:27.86971116065979 Iteration: 89 || Clusters count: 11 || Log posterior: -259523.58950505883 || Iter Time:0.02284693717956543 || 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time:28.080642461776733 Iteration: 104 || Clusters count: 12 || Log posterior: -259086.45254219652 || Iter Time:0.011388063430786133 || Total time:28.09203052520752 Loading and distributing data: 0.000814 seconds (141 allocations: 396.023 KiB) Iteration: 105 || Clusters count: 15 || Log posterior: -257805.48448696313 || Iter Time:0.014014959335327148 || Total time:28.106045484542847 Iteration: 106 || Clusters count: 17 || Log posterior: -257131.02615846545 || Iter Time:0.014285802841186523 || Total time:28.120331287384033 Iteration: 107 || Clusters count: 17 || Log posterior: -257004.97772011624 || Iter Time:0.028023958206176758 || Total time:28.14835524559021 Iteration: 108 || Clusters count: 17 || Log posterior: -257002.8757557595 || Iter Time:0.013137102127075195 || Total time:28.161492347717285 Iteration: 109 || Clusters count: 17 || Log posterior: -256973.68905615492 || Iter Time:0.01367807388305664 || Total time:28.175170421600342 Iteration: 110 || Clusters count: 17 || Log posterior: -256979.12711637164 || Iter Time:0.01357412338256836 || Total time:28.18874454498291 Iteration: 111 || Clusters count: 17 || Log posterior: -256966.1061511995 || Iter Time:0.013071060180664062 || Total time:28.201815605163574 Iteration: 112 || Clusters count: 17 || Log posterior: -256959.16335205367 || Iter Time:0.013171911239624023 || Total time:28.2149875164032 Iteration: 113 || Clusters count: 17 || Log posterior: -256971.80437282816 || Iter Time:0.013400077819824219 || Total time:28.228387594223022 Iteration: 114 || Clusters count: 17 || Log posterior: -256963.11585411013 || Iter Time:0.012428045272827148 || Total time:28.24081563949585 Iteration: 115 || Clusters count: 17 || Log posterior: -256962.91727515674 || Iter Time:0.012466907501220703 || Total time:28.25328254699707 Iteration: 116 || Clusters count: 17 || Log posterior: -256969.8408769149 || Iter Time:0.012637853622436523 || Total time:28.265920400619507 Iteration: 117 || Clusters count: 17 || Log posterior: 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-256980.59212748532 || Iter Time:0.026484966278076172 || Total time:28.409765481948853 Iteration: 125 || Clusters count: 17 || Log posterior: -256957.46047469036 || Iter Time:0.018911123275756836 || Total time:28.42867660522461 Loading and distributing data: 0.000818 seconds (141 allocations: 396.023 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -256449.21887164583 || Iter Time:0.021179914474487305 || Total time:28.449856519699097 Iteration: 127 || Clusters count: 19 || Log posterior: -256307.35241723264 || Iter Time:0.01922297477722168 || Total time:28.46907949447632 Iteration: 128 || Clusters count: 19 || Log posterior: -256154.8839059667 || Iter Time:0.024652957916259766 || Total time:28.493732452392578 Iteration: 129 || Clusters count: 19 || Log posterior: -256131.00764282924 || Iter Time:0.02107381820678711 || Total time:28.514806270599365 Iteration: 130 || Clusters count: 19 || Log posterior: -256106.41269409953 || Iter Time:0.01923513412475586 || Total 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-255659.59930369805 || Iter Time:0.031162023544311523 || Total time:29.400213718414307 Iteration: 166 || Clusters count: 20 || Log posterior: -255667.57860462987 || Iter Time:0.027399063110351562 || Total time:29.427612781524658 Iteration: 167 || Clusters count: 20 || Log posterior: -255657.05211283127 || Iter Time:0.024903059005737305 || Total time:29.452515840530396 Loading and distributing data: 0.000833 seconds (141 allocations: 396.023 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255511.8739996445 || Iter Time:0.03106212615966797 || Total time:29.483577966690063 Iteration: 169 || Clusters count: 20 || Log posterior: -255462.78148018665 || Iter Time:0.025115966796875 || Total time:29.50869393348694 Iteration: 170 || Clusters count: 20 || Log posterior: -255458.54377199654 || Iter Time:0.02496504783630371 || Total time:29.533658981323242 Iteration: 171 || Clusters count: 20 || Log posterior: -255459.73347924443 || Iter Time:0.031067848205566406 || Total 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time:29.94630241394043 Iteration: 186 || Clusters count: 20 || Log posterior: -255455.76537917773 || Iter Time:0.025543928146362305 || Total time:29.971846342086792 Iteration: 187 || Clusters count: 20 || Log posterior: -255464.38723360485 || Iter Time:0.027270078659057617 || Total time:29.99911642074585 Iteration: 188 || Clusters count: 20 || Log posterior: -255459.57152032034 || Iter Time:0.029980897903442383 || Total time:30.029097318649292 Loading and distributing data: 0.000828 seconds (141 allocations: 396.023 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255464.75878963288 || Iter Time:0.027138948440551758 || Total time:30.056236267089844 Iteration: 190 || Clusters count: 20 || Log posterior: -255445.87315898022 || Iter Time:0.027192115783691406 || Total time:30.083428382873535 Iteration: 191 || Clusters count: 20 || Log posterior: -255442.2311133152 || Iter Time:0.03245210647583008 || Total time:30.115880489349365 Iteration: 192 || Clusters count: 20 || Log posterior: -255446.91348799597 || Iter Time:0.028263092041015625 || Total time:30.14414358139038 Iteration: 193 || Clusters count: 20 || Log posterior: -255451.52877497996 || Iter Time:0.028702974319458008 || Total time:30.17284655570984 Iteration: 194 || Clusters count: 20 || Log posterior: -255447.46718164434 || Iter Time:0.03255796432495117 || Total time:30.20540452003479 Iteration: 195 || Clusters count: 20 || Log posterior: -255441.49481244115 || Iter Time:0.026988983154296875 || Total time:30.232393503189087 Iteration: 196 || Clusters count: 20 || Log posterior: -255444.6843651519 || Iter Time:0.027083158493041992 || Total time:30.25947666168213 Iteration: 197 || Clusters count: 20 || Log posterior: -255443.59023150805 || Iter Time:0.02650618553161621 || Total time:30.285982847213745 Iteration: 198 || Clusters count: 20 || Log posterior: -255449.79537731534 || Iter Time:0.03260397911071777 || Total time:30.318586826324463 Iteration: 199 || Clusters count: 20 || Log posterior: -255448.51075302676 || Iter Time:0.02556610107421875 || Total time:30.34415292739868 Iteration: 200 || Clusters count: 20 || Log posterior: -255451.7244955516 || Iter Time:0.026021957397460938 || Total time:30.370174884796143 Iteration: 201 || Clusters count: 20 || Log posterior: -255445.86601604242 || Iter Time:0.030839920043945312 || Total time:30.401014804840088 Iteration: 202 || Clusters count: 20 || Log posterior: -255441.57766920954 || Iter Time:0.027379989624023438 || Total time:30.42839479446411 Iteration: 203 || Clusters count: 20 || Log posterior: -255349.77790604564 || Iter Time:0.02609109878540039 || Total time:30.45448589324951 Iteration: 204 || Clusters count: 20 || Log posterior: -255355.4974982813 || Iter Time:0.02946782112121582 || Total time:30.483953714370728 Iteration: 205 || Clusters count: 20 || Log posterior: -255364.86153209725 || Iter Time:0.025538921356201172 || Total time:30.50949263572693 Iteration: 206 || Clusters count: 20 || Log posterior: -255354.73053181978 || Iter Time:0.025516033172607422 || Total time:30.535008668899536 Iteration: 207 || Clusters count: 20 || Log posterior: -255359.92817787916 || Iter Time:0.025157928466796875 || Total time:30.560166597366333 Iteration: 208 || Clusters count: 20 || Log posterior: -255357.38045218802 || Iter Time:0.030340909957885742 || Total time:30.59050750732422 Iteration: 209 || Clusters count: 20 || Log posterior: -255349.71101073214 || Iter Time:0.02281498908996582 || Total time:30.613322496414185 NMI: 0.7149625621848245 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m37.6s [49732, 18480, 2786, 10384, 26144, 165518, 10323, 10151, 81902, 113540, 94858, 5628, 80145, 17592, 87424, 11344, 987, 64512, 83092, 65458] Loading and distributing data: 0.000275 seconds (141 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:4.472043991088867 || Total time:4.472043991088867 Iteration: 1 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.0027070045471191406 || Total time:4.474750995635986 Iteration: 2 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.001764059066772461 || Total time:4.476515054702759 Iteration: 3 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.0016541481018066406 || Total time:4.478169202804565 Iteration: 4 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.001676797866821289 || Total time:4.479846000671387 Iteration: 5 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.0014219284057617188 || Total time:4.481267929077148 Iteration: 6 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.0013439655303955078 || Total time:4.482611894607544 Iteration: 7 || Clusters count: 1 || Log posterior: -6892.63423390002 || Iter Time:0.001402139663696289 || Total time:4.48401403427124 Iteration: 8 || Clusters count: 2 || Log posterior: -6676.106970777333 || Iter Time:0.1646411418914795 || Total time:4.64865517616272 Iteration: 9 || Clusters count: 2 || Log posterior: -6687.9461798221955 || Iter Time:0.002142190933227539 || Total time:4.650797367095947 Iteration: 10 || Clusters count: 2 || Log posterior: -6674.588740191406 || Iter Time:0.001940011978149414 || Total time:4.652737379074097 Iteration: 11 || Clusters count: 2 || Log posterior: -6699.5476383278165 || Iter Time:0.0019409656524658203 || Total time:4.6546783447265625 Iteration: 12 || Clusters count: 2 || Log posterior: -6674.416389073015 || Iter Time:0.0019049644470214844 || Total time:4.656583309173584 Iteration: 13 || Clusters count: 2 || Log posterior: -6691.094628223446 || Iter Time:0.0018568038940429688 || Total time:4.658440113067627 Iteration: 14 || Clusters count: 2 || Log posterior: -6678.852477604264 || Iter Time:0.0016620159149169922 || Total time:4.660102128982544 Iteration: 15 || Clusters count: 2 || Log posterior: -6694.272847324781 || Iter Time:0.0016818046569824219 || Total time:4.661783933639526 Iteration: 16 || Clusters count: 2 || Log posterior: -6689.559422989193 || Iter Time:0.0017521381378173828 || Total time:4.663536071777344 Iteration: 17 || Clusters count: 2 || Log posterior: -6683.282829425395 || Iter Time:0.0017628669738769531 || Total time:4.665298938751221 Iteration: 18 || Clusters count: 3 || Log posterior: -6364.478885826761 || Iter Time:0.0046160221099853516 || Total time:4.669914960861206 Iteration: 19 || Clusters count: 4 || Log posterior: -6291.029704186134 || Iter Time:0.005111217498779297 || Total time:4.675026178359985 Iteration: 20 || Clusters count: 4 || Log posterior: -6289.9757097634165 || Iter Time:0.0029249191284179688 || Total time:4.677951097488403 Iteration: 21 || Clusters count: 4 || Log posterior: -6265.333008968736 || Iter Time:0.0028998851776123047 || Total time:4.680850982666016 Iteration: 22 || Clusters count: 4 || Log posterior: -6261.67910356525 || Iter Time:0.002897024154663086 || Total time:4.683748006820679 Iteration: 23 || Clusters count: 4 || Log posterior: -6272.764566150773 || Iter Time:0.002783060073852539 || Total time:4.686531066894531 Iteration: 24 || Clusters count: 4 || Log posterior: -6269.548866244351 || Iter Time:0.0030541419982910156 || Total time:4.689585208892822 Iteration: 25 || Clusters count: 4 || Log posterior: -6272.445134949443 || Iter Time:0.0028438568115234375 || Total time:4.692429065704346 Iteration: 26 || Clusters count: 4 || Log posterior: -6272.04891779995 || Iter Time:0.004717111587524414 || Total time:4.69714617729187 Iteration: 27 || Clusters count: 4 || Log posterior: -6245.802279566792 || Iter Time:0.0030858516693115234 || Total time:4.700232028961182 Iteration: 28 || Clusters count: 5 || Log posterior: -6178.165885298109 || Iter Time:0.00598907470703125 || Total time:4.706221103668213 Iteration: 29 || Clusters count: 6 || Log posterior: -5792.23751742172 || Iter Time:0.05047011375427246 || Total time:4.756691217422485 Iteration: 30 || Clusters count: 6 || Log posterior: -5709.458677842969 || Iter Time:1.666172981262207 || Total time:6.422864198684692 true [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000281 seconds (141 allocations: 13.211 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5458.451243327405 || Iter Time:0.03079700469970703 || Total time:6.453661203384399 Iteration: 32 || Clusters count: 6 || Log posterior: -5446.8681597537125 || Iter Time:0.017683029174804688 || Total time:6.471344232559204 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4482.158113809342 || Iter Time:0.003659963607788086 || Total time:6.475004196166992 Iteration: 34 || Clusters count: 6 || Log posterior: -4473.876957113246 || Iter Time:0.016524791717529297 || Total time:6.4915289878845215 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4148.680985183683 || Iter Time:0.0038330554962158203 || Total time:6.495362043380737 Iteration: 36 || Clusters count: 6 || Log posterior: -4148.680985183683 || Iter Time:0.01729106903076172 || Total time:6.512653112411499 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4120.466889635418 || Iter Time:0.003493070602416992 || Total time:6.516146183013916 Iteration: 38 || Clusters count: 6 || Log posterior: -4118.534762994241 || Iter Time:0.015594005584716797 || Total time:6.531740188598633 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4137.475009528568 || Iter Time:0.003590106964111328 || Total time:6.535330295562744 Iteration: 40 || Clusters count: 6 || Log posterior: -4131.851826663698 || Iter Time:0.016319990158081055 || Total time:6.551650285720825 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4154.660036853509 || Iter Time:0.00379180908203125 || Total time:6.5554420948028564 Iteration: 42 || Clusters count: 6 || Log posterior: -4150.166977966821 || Iter Time:0.01607990264892578 || Total time:6.571521997451782 Loading and distributing data: 0.000195 seconds (141 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Iteration: 121 || Clusters count: 12 || Log posterior: -3411.752302244602 || Iter Time:0.012320995330810547 || Total time:8.315041065216064 Iteration: 122 || Clusters count: 12 || Log posterior: -3379.5528268018647 || Iter Time:0.03531980514526367 || Total time:8.350360870361328 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 123 || Clusters count: 12 || Log posterior: -3405.4180659037183 || Iter Time:0.012495040893554688 || Total time:8.362855911254883 Iteration: 124 || Clusters count: 12 || Log posterior: -3366.7909954617962 || Iter Time:0.07612109184265137 || Total time:8.438977003097534 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 125 || Clusters count: 12 || Log posterior: -3357.5293749574394 || Iter Time:0.012359857559204102 || Total time:8.451336860656738 Iteration: 126 || Clusters count: 12 || Log posterior: -3344.4267338007185 || Iter Time:0.03904294967651367 || Total time:8.490379810333252 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|| Total time:9.490936040878296 Iteration: 166 || Clusters count: 13 || Log posterior: -3333.662487458581 || Iter Time:0.03998303413391113 || Total time:9.530919075012207 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 167 || Clusters count: 13 || Log posterior: -3298.2575170741657 || Iter Time:0.014091968536376953 || Total time:9.545011043548584 Iteration: 168 || Clusters count: 13 || Log posterior: -3285.815465681572 || Iter Time:0.042465925216674805 || Total time:9.587476968765259 Loading and distributing data: 0.000238 seconds (141 allocations: 13.211 KiB) Iteration: 169 || Clusters count: 13 || Log posterior: -3323.697018836843 || Iter Time:0.01394200325012207 || Total time:9.60141897201538 Iteration: 170 || Clusters count: 13 || Log posterior: -3307.5571287269922 || Iter Time:0.04300999641418457 || Total time:9.644428968429565 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 171 || Clusters count: 13 || Log posterior: -3345.3333131864206 || Iter Time:0.014642000198364258 || Total time:9.65907096862793 Iteration: 172 || Clusters count: 13 || Log posterior: -3331.5198843315447 || Iter Time:0.04062008857727051 || Total time:9.6996910572052 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 173 || Clusters count: 13 || Log posterior: -3363.3163446085555 || Iter Time:0.01412510871887207 || Total time:9.713816165924072 Iteration: 174 || Clusters count: 13 || Log posterior: -3345.529401601201 || Iter Time:0.04004979133605957 || Total time:9.753865957260132 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 175 || Clusters count: 13 || Log posterior: -3385.9559140639317 || Iter Time:0.01390695571899414 || Total time:9.767772912979126 Iteration: 176 || Clusters count: 13 || Log posterior: -3366.59008945798 || Iter Time:0.040821075439453125 || Total time:9.808593988418579 Loading and distributing data: 0.000211 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Iteration: 199 || Clusters count: 13 || Log posterior: -3351.240333410565 || Iter Time:0.013899087905883789 || Total time:10.426939725875854 Iteration: 200 || Clusters count: 13 || Log posterior: -3335.351614857259 || Iter Time:0.03692317008972168 || Total time:10.463862895965576 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 201 || Clusters count: 13 || Log posterior: -3337.2809827012416 || Iter Time:0.013836860656738281 || Total time:10.477699756622314 Iteration: 202 || Clusters count: 13 || Log posterior: -3315.487935834499 || Iter Time:0.037194013595581055 || Total time:10.514893770217896 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 203 || Clusters count: 13 || Log posterior: -3315.226109688847 || Iter Time:0.01468801498413086 || Total time:10.529581785202026 Iteration: 204 || Clusters count: 13 || Log posterior: -3287.5952881504436 || Iter Time:0.0352630615234375 || Total time:10.564844846725464 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 205 || Clusters count: 13 || Log posterior: -3311.220066562224 || Iter Time:0.013779878616333008 || Total time:10.578624725341797 Iteration: 206 || Clusters count: 13 || Log posterior: -3290.7521245621197 || Iter Time:0.03678297996520996 || Total time:10.615407705307007 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 207 || Clusters count: 13 || Log posterior: -3337.825887267919 || Iter Time:0.013280153274536133 || Total time:10.628687858581543 Iteration: 208 || Clusters count: 13 || Log posterior: -3332.216160846649 || Iter Time:0.039153099060058594 || Total time:10.667840957641602 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 209 || Clusters count: 13 || Log posterior: -3361.8487133070767 || Iter Time:0.01388692855834961 || Total time:10.681727886199951 Iteration: 210 || Clusters count: 13 || Log posterior: -3329.4837858750816 || Iter Time:0.03790092468261719 || Total time:10.719628810882568 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 211 || Clusters count: 13 || Log posterior: -3369.7483427112084 || Iter Time:0.013765096664428711 || Total time:10.733393907546997 Iteration: 212 || Clusters count: 13 || Log posterior: -3342.5810735481155 || Iter Time:0.039730072021484375 || Total time:10.773123979568481 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 213 || Clusters count: 13 || Log posterior: -3377.3256649414957 || Iter Time:0.013449907302856445 || Total time:10.786573886871338 Iteration: 214 || Clusters count: 13 || Log posterior: -3368.8805862061404 || Iter Time:0.03754901885986328 || Total time:10.824122905731201 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 215 || Clusters count: 13 || Log posterior: -3399.4282946828666 || Iter Time:0.013519048690795898 || 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Iteration: 271 || Clusters count: 13 || Log posterior: -3355.8243682542657 || Iter Time:0.013392925262451172 || Total time:12.368208408355713 Iteration: 272 || Clusters count: 13 || Log posterior: -3342.149557613112 || Iter Time:0.03657102584838867 || Total time:12.404779434204102 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 273 || Clusters count: 13 || Log posterior: -3335.7892524299796 || Iter Time:0.012226104736328125 || Total time:12.41700553894043 Iteration: 274 || Clusters count: 13 || Log posterior: -3320.881897436461 || Iter Time:0.036382198333740234 || Total time:12.45338773727417 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 275 || Clusters count: 13 || Log posterior: -3357.4989295063815 || Iter Time:0.03617596626281738 || Total time:12.489563703536987 Iteration: 276 || Clusters count: 13 || Log posterior: -3346.2802172280694 || Iter Time:0.040329933166503906 || Total 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Iteration: 293 || Clusters count: 13 || Log posterior: -3355.878042577357 || Iter Time:0.01437997817993164 || Total time:12.94847297668457 Iteration: 294 || Clusters count: 13 || Log posterior: -3340.5680338246348 || Iter Time:0.03706502914428711 || Total time:12.985538005828857 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 295 || Clusters count: 13 || Log posterior: -3363.117522327075 || Iter Time:0.012151002883911133 || Total time:12.997689008712769 Iteration: 296 || Clusters count: 13 || Log posterior: -3350.2279510238263 || Iter Time:0.036448001861572266 || Total time:13.03413701057434 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 297 || Clusters count: 13 || Log posterior: -3396.7329996049243 || Iter Time:0.013278007507324219 || Total time:13.047415018081665 Iteration: 298 || Clusters count: 13 || Log posterior: -3374.623278848865 || Iter Time:0.03713083267211914 || Total time:13.084545850753784 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Iteration: 332 || Clusters count: 13 || Log posterior: -3356.1517548691477 || Iter Time:0.039433956146240234 || Total time:14.01061224937439 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 333 || Clusters count: 13 || Log posterior: -3344.9025407507625 || Iter Time:0.01399683952331543 || Total time:14.024609088897705 Iteration: 334 || Clusters count: 13 || Log posterior: -3332.717084167724 || Iter Time:0.04021906852722168 || Total time:14.064828157424927 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 335 || Clusters count: 13 || Log posterior: -3341.8167340092195 || Iter Time:0.014155864715576172 || Total time:14.078984022140503 Iteration: 336 || Clusters count: 13 || Log posterior: -3304.3179565324617 || Iter Time:0.03944516181945801 || Total time:14.118429183959961 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 337 || Clusters count: 13 || Log posterior: 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Iteration: 365 || Clusters count: 13 || Log posterior: -3372.5212817944366 || Iter Time:0.013104915618896484 || Total time:14.857702255249023 Iteration: 366 || Clusters count: 13 || Log posterior: -3364.1461744750477 || Iter Time:0.037262916564941406 || Total time:14.894965171813965 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 367 || Clusters count: 13 || Log posterior: -3390.005812750459 || Iter Time:0.012602090835571289 || Total time:14.907567262649536 Iteration: 368 || Clusters count: 13 || Log posterior: -3357.882939221124 || Iter Time:0.03379487991333008 || Total time:14.941362142562866 Loading and distributing data: 0.000174 seconds (141 allocations: 13.211 KiB) Iteration: 369 || Clusters count: 13 || Log posterior: -3353.9292683097487 || Iter Time:0.014053106307983398 || Total time:14.95541524887085 Iteration: 370 || Clusters count: 13 || Log posterior: -3328.145794358812 || Iter Time:0.03539085388183594 || Total 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Iteration: 531 || Clusters count: 13 || Log posterior: -3371.1606825371036 || Iter Time:0.014007091522216797 || Total time:19.2716007232666 Iteration: 532 || Clusters count: 13 || Log posterior: -3332.561938042129 || Iter Time:0.042096853256225586 || Total time:19.313697576522827 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 533 || Clusters count: 13 || Log posterior: -3328.994904962687 || Iter Time:0.01316690444946289 || Total time:19.32686448097229 Iteration: 534 || Clusters count: 13 || Log posterior: -3319.9980266442117 || Iter Time:0.035800933837890625 || Total time:19.36266541481018 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 535 || Clusters count: 13 || Log posterior: -3325.439202515037 || Iter Time:0.012664794921875 || Total time:19.375330209732056 Iteration: 536 || Clusters count: 13 || Log posterior: -3300.564293900701 || Iter Time:0.04202604293823242 || Total time:19.417356252670288 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|| Log posterior: -3354.621320735998 || Iter Time:0.013072013854980469 || Total time:19.889734745025635 Iteration: 554 || Clusters count: 13 || Log posterior: -3340.7424349558437 || Iter Time:0.03583097457885742 || Total time:19.925565719604492 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 555 || Clusters count: 13 || Log posterior: -3367.006789813617 || Iter Time:0.015198945999145508 || Total time:19.940764665603638 Iteration: 556 || Clusters count: 13 || Log posterior: -3349.1860203294596 || Iter Time:0.04182600975036621 || Total time:19.982590675354004 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 557 || Clusters count: 13 || Log posterior: -3378.4572631887218 || Iter Time:0.013286113739013672 || Total time:19.995876789093018 Iteration: 558 || Clusters count: 13 || Log posterior: -3349.727370515282 || Iter Time:0.03633904457092285 || Total time:20.03221583366394 Loading and distributing data: 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Iteration: 570 || Clusters count: 13 || Log posterior: -3349.7909342748653 || Iter Time:0.04009199142456055 || Total time:20.347413301467896 Loading and distributing data: 0.000239 seconds (141 allocations: 13.211 KiB) Iteration: 571 || Clusters count: 13 || Log posterior: -3355.8520775264637 || Iter Time:0.013348102569580078 || Total time:20.360761404037476 Iteration: 572 || Clusters count: 13 || Log posterior: -3328.413613505129 || Iter Time:0.038269996643066406 || Total time:20.399031400680542 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 573 || Clusters count: 13 || Log posterior: -3369.820552674059 || Iter Time:0.012717962265014648 || Total time:20.411749362945557 Iteration: 574 || Clusters count: 13 || Log posterior: -3333.843888490381 || Iter Time:0.036756038665771484 || Total time:20.448505401611328 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 575 || Clusters count: 13 || Log posterior: -3339.935623838162 || Iter Time:0.014079093933105469 || Total time:20.462584495544434 Iteration: 576 || Clusters count: 13 || Log posterior: -3326.694240323309 || Iter Time:0.04001903533935547 || Total time:20.50260353088379 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 577 || Clusters count: 13 || Log posterior: -3382.8735123495308 || Iter Time:0.01398611068725586 || Total time:20.516589641571045 Iteration: 578 || Clusters count: 13 || Log posterior: -3369.058505440978 || Iter Time:0.06196713447570801 || Total time:20.578556776046753 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 579 || Clusters count: 13 || Log posterior: -3435.2758012137165 || Iter Time:0.013486146926879883 || Total time:20.592042922973633 Iteration: 580 || Clusters count: 13 || Log posterior: -3419.8508537271155 || Iter Time:0.036382198333740234 || Total time:20.628425121307373 Loading and distributing data: 0.000271 seconds (141 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Iteration: 603 || Clusters count: 13 || Log posterior: -3381.3280342212665 || Iter Time:0.014059066772460938 || Total time:21.251687049865723 Iteration: 604 || Clusters count: 13 || Log posterior: -3358.632633611568 || Iter Time:0.036514997482299805 || Total time:21.288202047348022 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 605 || Clusters count: 13 || Log posterior: -3399.5884637925064 || Iter Time:0.013237953186035156 || Total time:21.301440000534058 Iteration: 606 || Clusters count: 13 || Log posterior: -3374.071496233202 || Iter Time:0.0398249626159668 || Total time:21.341264963150024 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 607 || Clusters count: 13 || Log posterior: -3404.0226833484435 || Iter Time:0.03881192207336426 || Total time:21.38007688522339 Iteration: 608 || Clusters count: 13 || Log posterior: -3375.0159142540733 || Iter Time:0.037158966064453125 || Total 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Iteration: 625 || Clusters count: 13 || Log posterior: -3362.767515416196 || Iter Time:0.01365804672241211 || Total time:21.85086703300476 Iteration: 626 || Clusters count: 13 || Log posterior: -3349.2761141127507 || Iter Time:0.03786492347717285 || Total time:21.888731956481934 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 627 || Clusters count: 13 || Log posterior: -3337.746364724142 || Iter Time:0.013477087020874023 || Total time:21.902209043502808 Iteration: 628 || Clusters count: 13 || Log posterior: -3321.0652340141214 || Iter Time:0.03795313835144043 || Total time:21.940162181854248 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 629 || Clusters count: 13 || Log posterior: -3373.8441714596142 || Iter Time:0.01232600212097168 || Total time:21.95248818397522 Iteration: 630 || Clusters count: 13 || Log posterior: -3342.5685850774385 || Iter Time:0.038079023361206055 || Total time:21.990567207336426 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-3394.7529545390576 || Iter Time:0.03607010841369629 || Total time:26.175625562667847 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 781 || Clusters count: 13 || Log posterior: -3418.717754216189 || Iter Time:0.01326894760131836 || Total time:26.188894510269165 Iteration: 782 || Clusters count: 13 || Log posterior: -3405.5810048847925 || Iter Time:0.03817105293273926 || Total time:26.227065563201904 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 783 || Clusters count: 13 || Log posterior: -3354.8824000668583 || Iter Time:0.013029098510742188 || Total time:26.240094661712646 Iteration: 784 || Clusters count: 13 || Log posterior: -3343.4424713780236 || Iter Time:0.03998613357543945 || Total time:26.280080795288086 Loading and distributing data: 0.000229 seconds (141 allocations: 13.211 KiB) Iteration: 785 || Clusters count: 13 || Log posterior: -3309.6472623452273 || Iter Time:0.013607025146484375 || 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-3327.626668794974 || Iter Time:0.015339851379394531 || Total time:27.598112106323242 Iteration: 814 || Clusters count: 13 || Log posterior: -3311.7706981826072 || Iter Time:0.037811994552612305 || Total time:27.635924100875854 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 815 || Clusters count: 13 || Log posterior: -3324.118277436317 || Iter Time:0.013804912567138672 || Total time:27.649729013442993 Iteration: 816 || Clusters count: 13 || Log posterior: -3295.6585293679245 || Iter Time:0.042105913162231445 || Total time:27.691834926605225 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 817 || Clusters count: 13 || Log posterior: -3294.345135136372 || Iter Time:0.013499975204467773 || Total time:27.705334901809692 Iteration: 818 || Clusters count: 13 || Log posterior: -3276.76818870004 || Iter Time:0.03871488571166992 || Total time:27.744049787521362 Loading and distributing data: 0.000199 seconds (141 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Iteration: 841 || Clusters count: 13 || Log posterior: -3373.890499362977 || Iter Time:0.012868165969848633 || Total time:28.31927180290222 Iteration: 842 || Clusters count: 13 || Log posterior: -3365.20297834392 || Iter Time:0.038971900939941406 || Total time:28.358243703842163 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 843 || Clusters count: 13 || Log posterior: -3343.2221201732573 || Iter Time:0.012328147888183594 || Total time:28.370571851730347 Iteration: 844 || Clusters count: 13 || Log posterior: -3332.709103459428 || Iter Time:0.0376889705657959 || Total time:28.408260822296143 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 845 || Clusters count: 13 || Log posterior: -3363.8430529156844 || Iter Time:0.012666940689086914 || Total time:28.42092776298523 Iteration: 846 || Clusters count: 13 || Log posterior: -3344.090574173176 || Iter Time:0.03852391242980957 || Total time:28.45945167541504 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 847 || Clusters count: 13 || Log posterior: -3344.113992833876 || Iter Time:0.012955188751220703 || Total time:28.47240686416626 Iteration: 848 || Clusters count: 13 || Log posterior: -3330.465847566701 || Iter Time:0.03629708290100098 || Total time:28.50870394706726 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 849 || Clusters count: 13 || Log posterior: -3312.141228072941 || Iter Time:0.012997865676879883 || Total time:28.52170181274414 Iteration: 850 || Clusters count: 13 || Log posterior: -3298.544970228417 || Iter Time:0.0376739501953125 || Total time:28.559375762939453 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 851 || Clusters count: 13 || Log posterior: -3371.64580289252 || Iter Time:0.013988018035888672 || Total time:28.573363780975342 Iteration: 852 || Clusters count: 13 || Log posterior: -3343.9715110002935 || Iter Time:0.03609180450439453 || Total time:28.609455585479736 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 853 || Clusters count: 13 || Log posterior: -3361.0732243992366 || Iter Time:0.0151519775390625 || Total time:28.6246075630188 Iteration: 854 || Clusters count: 13 || Log posterior: -3344.5199558946947 || Iter Time:0.03917288780212402 || Total time:28.663780450820923 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 855 || Clusters count: 13 || Log posterior: -3410.6918356164247 || Iter Time:0.016028165817260742 || Total time:28.679808616638184 Iteration: 856 || Clusters count: 13 || Log posterior: -3404.611401178454 || Iter Time:0.038781166076660156 || Total time:28.718589782714844 Loading and distributing data: 0.001399 seconds (141 allocations: 13.211 KiB) Iteration: 857 || Clusters count: 13 || Log posterior: -3347.0061280391287 || Iter Time:0.015089988708496094 || Total 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Log posterior: -3376.9660694523627 || Iter Time:0.01497793197631836 || Total time:28.909645557403564 Iteration: 864 || Clusters count: 13 || Log posterior: -3360.4759733767837 || Iter Time:0.041604042053222656 || Total time:28.951249599456787 Loading and distributing data: 0.000235 seconds (141 allocations: 13.211 KiB) Iteration: 865 || Clusters count: 13 || Log posterior: -3427.5754262865926 || Iter Time:0.016587018966674805 || Total time:28.967836618423462 Iteration: 866 || Clusters count: 13 || Log posterior: -3418.49663030455 || Iter Time:0.03904604911804199 || Total time:29.006882667541504 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 867 || Clusters count: 13 || Log posterior: -3421.490761226116 || Iter Time:0.014606952667236328 || Total time:29.02148962020874 Iteration: 868 || Clusters count: 13 || Log posterior: -3392.2505944495024 || Iter Time:0.04124712944030762 || Total time:29.062736749649048 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 869 || Clusters count: 13 || Log posterior: -3377.049320978223 || Iter Time:0.015540122985839844 || Total time:29.078276872634888 Iteration: 870 || Clusters count: 13 || Log posterior: -3351.3533326515035 || Iter Time:0.03841996192932129 || Total time:29.11669683456421 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 871 || Clusters count: 13 || Log posterior: -3378.1538479419355 || Iter Time:0.013811111450195312 || Total time:29.130507946014404 Iteration: 872 || Clusters count: 13 || Log posterior: -3357.1283231613497 || Iter Time:0.03807687759399414 || Total time:29.1685848236084 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 873 || Clusters count: 13 || Log posterior: -3358.782501969479 || Iter Time:0.017050981521606445 || Total time:29.185635805130005 Iteration: 874 || Clusters count: 13 || Log posterior: -3340.956850791498 || Iter 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Iteration: 880 || Clusters count: 13 || Log posterior: -3349.7890603869287 || Iter Time:0.03569984436035156 || Total time:29.46907639503479 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 881 || Clusters count: 13 || Log posterior: -3391.1324228529265 || Iter Time:0.012419939041137695 || Total time:29.481496334075928 Iteration: 882 || Clusters count: 13 || Log posterior: -3364.612508717096 || Iter Time:0.03862500190734863 || Total time:29.520121335983276 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 883 || Clusters count: 13 || Log posterior: -3345.721443585842 || Iter Time:0.013560056686401367 || Total time:29.533681392669678 Iteration: 884 || Clusters count: 13 || Log posterior: -3321.859384002151 || Iter Time:0.037477970123291016 || Total time:29.57115936279297 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 885 || Clusters count: 13 || Log posterior: 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KiB) Iteration: 913 || Clusters count: 13 || Log posterior: -3393.0284589778485 || Iter Time:0.013643980026245117 || Total time:30.278430938720703 Iteration: 914 || Clusters count: 13 || Log posterior: -3371.811125340443 || Iter Time:0.03959393501281738 || Total time:30.31802487373352 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 915 || Clusters count: 13 || Log posterior: -3349.5526525987298 || Iter Time:0.012923002243041992 || Total time:30.330947875976562 Iteration: 916 || Clusters count: 13 || Log posterior: -3343.5203701051696 || Iter Time:0.036913156509399414 || Total time:30.367861032485962 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 917 || Clusters count: 14 || Log posterior: -3398.019301843961 || Iter Time:0.013063192367553711 || Total time:30.380924224853516 Iteration: 918 || Clusters count: 13 || Log posterior: -3365.5031119123605 || Iter Time:0.03918004035949707 || Total time:30.420104265213013 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 919 || Clusters count: 13 || Log posterior: -3364.301910365999 || Iter Time:0.013009071350097656 || Total time:30.43311333656311 Iteration: 920 || Clusters count: 13 || Log posterior: -3359.1069241604514 || Iter Time:0.041551828384399414 || Total time:30.47466516494751 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 921 || Clusters count: 13 || Log posterior: -3419.7724354916295 || Iter Time:0.01350092887878418 || Total time:30.488166093826294 Iteration: 922 || Clusters count: 13 || Log posterior: -3401.3070265338247 || Iter Time:0.04357004165649414 || Total time:30.531736135482788 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 923 || Clusters count: 13 || Log posterior: -3419.965420107917 || Iter Time:0.01701498031616211 || Total time:30.54875111579895 Iteration: 924 || Clusters count: 13 || Log posterior: -3385.8532465448925 || Iter Time:0.07700490951538086 || Total time:30.62575602531433 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 925 || Clusters count: 13 || Log posterior: -3377.0968366947645 || Iter Time:0.0117950439453125 || Total time:30.637551069259644 Iteration: 926 || Clusters count: 13 || Log posterior: -3362.190024849101 || Iter Time:0.037387847900390625 || Total time:30.674938917160034 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 927 || Clusters count: 13 || Log posterior: -3346.1988389079065 || Iter Time:0.01342010498046875 || Total time:30.688359022140503 Iteration: 928 || Clusters count: 13 || Log posterior: -3335.459317130868 || Iter Time:0.03616690635681152 || Total time:30.724525928497314 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 929 || Clusters count: 13 || Log posterior: -3374.10330257593 || Iter 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Iteration: 935 || Clusters count: 13 || Log posterior: -3358.301632801944 || Iter Time:0.013931989669799805 || Total time:30.889611959457397 Iteration: 936 || Clusters count: 13 || Log posterior: -3342.5029452904964 || Iter Time:0.036315202713012695 || Total time:30.92592716217041 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 937 || Clusters count: 13 || Log posterior: -3390.438759521085 || Iter Time:0.012542963027954102 || Total time:30.938470125198364 Iteration: 938 || Clusters count: 13 || Log posterior: -3362.950428990748 || Iter Time:0.03777790069580078 || Total time:30.976248025894165 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 939 || Clusters count: 13 || Log posterior: -3327.0633576740174 || Iter Time:0.013218164443969727 || Total time:30.989466190338135 Iteration: 940 || Clusters count: 13 || Log posterior: -3306.6886656807014 || Iter Time:0.03231096267700195 || Total 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|| Log posterior: -3311.760618254333 || Iter Time:0.036543846130371094 || Total time:31.17575430870056 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 947 || Clusters count: 13 || Log posterior: -3350.000885290637 || Iter Time:0.013365030288696289 || Total time:31.189119338989258 Iteration: 948 || Clusters count: 13 || Log posterior: -3318.566288370751 || Iter Time:0.03329896926879883 || Total time:31.222418308258057 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 949 || Clusters count: 13 || Log posterior: -3383.122460606033 || Iter Time:0.013377904891967773 || Total time:31.235796213150024 Iteration: 950 || Clusters count: 13 || Log posterior: -3360.479453649561 || Iter Time:0.038053035736083984 || Total time:31.27384924888611 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 951 || Clusters count: 13 || Log posterior: -3370.674771297203 || Iter 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Iteration: 957 || Clusters count: 13 || Log posterior: -3358.432193629453 || Iter Time:0.012948036193847656 || Total time:31.43851637840271 Iteration: 958 || Clusters count: 13 || Log posterior: -3335.3849148243776 || Iter Time:0.03901815414428711 || Total time:31.477534532546997 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 959 || Clusters count: 13 || Log posterior: -3366.3070310354465 || Iter Time:0.014005899429321289 || Total time:31.49154043197632 Iteration: 960 || Clusters count: 13 || Log posterior: -3349.6288905468173 || Iter Time:0.0401148796081543 || Total time:31.531655311584473 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 961 || Clusters count: 13 || Log posterior: -3320.167249458592 || Iter Time:0.011940956115722656 || Total time:31.543596267700195 Iteration: 962 || Clusters count: 13 || Log posterior: -3308.0931423354523 || Iter Time:0.036409854888916016 || Total time:31.58000612258911 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 963 || Clusters count: 13 || Log posterior: -3332.595956608101 || Iter Time:0.011968851089477539 || Total time:31.59197497367859 Iteration: 964 || Clusters count: 13 || Log posterior: -3312.2580924589365 || Iter Time:0.062081098556518555 || Total time:31.654056072235107 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 965 || Clusters count: 13 || Log posterior: -3386.349289484323 || Iter Time:0.014102935791015625 || Total time:31.668159008026123 Iteration: 966 || Clusters count: 13 || Log posterior: -3377.0209623785518 || Iter Time:0.040303945541381836 || Total time:31.708462953567505 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 967 || Clusters count: 13 || Log posterior: -3378.886033293078 || Iter Time:0.013665914535522461 || Total time:31.722128868103027 Iteration: 968 || Clusters count: 13 || Log posterior: -3365.3421784708444 || Iter Time:0.0336148738861084 || Total time:31.755743741989136 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 969 || Clusters count: 13 || Log posterior: -3361.232083350787 || Iter Time:0.012284994125366211 || Total time:31.768028736114502 Iteration: 970 || Clusters count: 13 || Log posterior: -3341.7068280797193 || Iter Time:0.04044699668884277 || Total time:31.808475732803345 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 971 || Clusters count: 13 || Log posterior: -3337.245914882155 || Iter Time:0.013386011123657227 || Total time:31.821861743927002 Iteration: 972 || Clusters count: 13 || Log posterior: -3327.037505305627 || Iter Time:0.03701210021972656 || Total time:31.85887384414673 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 973 || Clusters count: 13 || Log posterior: -3322.293596479262 || Iter Time:0.013541936874389648 || Total time:31.872415781021118 Iteration: 974 || Clusters count: 13 || Log posterior: -3313.3547990535926 || Iter Time:0.038641929626464844 || Total time:31.911057710647583 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 975 || Clusters count: 13 || Log posterior: -3351.3788350624304 || Iter Time:0.014962911605834961 || Total time:31.926020622253418 Iteration: 976 || Clusters count: 13 || Log posterior: -3341.237527004741 || Iter Time:0.038156986236572266 || Total time:31.96417760848999 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 977 || Clusters count: 13 || Log posterior: -3365.1622063122963 || Iter Time:0.012955904006958008 || Total time:31.97713351249695 Iteration: 978 || Clusters count: 13 || Log posterior: -3330.6959343650233 || Iter Time:0.03384590148925781 || Total time:32.010979413986206 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 979 || Clusters count: 13 || Log posterior: -3355.6146977030508 || Iter Time:0.011549949645996094 || Total time:32.0225293636322 Iteration: 980 || Clusters count: 13 || Log posterior: -3328.113513773873 || Iter Time:0.036399126052856445 || Total time:32.05892848968506 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 981 || Clusters count: 13 || Log posterior: -3326.7758299231086 || Iter Time:0.013833999633789062 || Total time:32.07276248931885 Iteration: 982 || Clusters count: 13 || Log posterior: -3310.6332101281105 || Iter Time:0.03333783149719238 || Total time:32.10610032081604 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 983 || Clusters count: 13 || Log posterior: -3358.992731044732 || Iter Time:0.012018918991088867 || Total time:32.11811923980713 Iteration: 984 || Clusters count: 13 || Log posterior: -3331.4301671810176 || Iter Time:0.033776044845581055 || Total time:32.15189528465271 Loading and distributing data: 0.000193 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Iteration: 996 || Clusters count: 13 || Log posterior: -3343.9346194271525 || Iter Time:0.03976011276245117 || Total time:32.45531153678894 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 997 || Clusters count: 13 || Log posterior: -3334.0068378936494 || Iter Time:0.012778997421264648 || Total time:32.468090534210205 Iteration: 998 || Clusters count: 13 || Log posterior: -3323.590701979403 || Iter Time:0.03636503219604492 || Total time:32.50445556640625 Loading and distributing data: 0.000233 seconds (141 allocations: 13.211 KiB) Iteration: 999 || Clusters count: 13 || Log posterior: -3348.696836331773 || Iter Time:0.013969898223876953 || Total time:32.51842546463013 Iteration: 1000 || Clusters count: 13 || Log posterior: -3333.1062111247497 || Iter Time:0.0722191333770752 || Total time:32.5906445980072 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1001 || Clusters count: 13 || Log posterior: 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Iteration: 1029 || Clusters count: 13 || Log posterior: -3390.142643252435 || Iter Time:0.012972116470336914 || Total time:33.35520052909851 Iteration: 1030 || Clusters count: 13 || Log posterior: -3359.708545872318 || Iter Time:0.038475990295410156 || Total time:33.39367651939392 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 1031 || Clusters count: 13 || Log posterior: -3389.6684729515578 || Iter Time:0.013695955276489258 || Total time:33.40737247467041 Iteration: 1032 || Clusters count: 13 || Log posterior: -3378.4891841080266 || Iter Time:0.04065108299255371 || Total time:33.448023557662964 Loading and distributing data: 0.000222 seconds (141 allocations: 13.211 KiB) Iteration: 1033 || Clusters count: 13 || Log posterior: -3405.511577839781 || Iter Time:0.014084100723266602 || Total time:33.46210765838623 Iteration: 1034 || Clusters count: 13 || Log posterior: -3380.317447578654 || Iter Time:0.040721893310546875 || Total 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KiB) Iteration: 1051 || Clusters count: 13 || Log posterior: -3380.402486201106 || Iter Time:0.01401209831237793 || Total time:34.03178811073303 Iteration: 1052 || Clusters count: 13 || Log posterior: -3357.857980841975 || Iter Time:0.0439608097076416 || Total time:34.075748920440674 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1053 || Clusters count: 13 || Log posterior: -3333.0049971879225 || Iter Time:0.014142036437988281 || Total time:34.08989095687866 Iteration: 1054 || Clusters count: 13 || Log posterior: -3311.018922322565 || Iter Time:0.042025089263916016 || Total time:34.13191604614258 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1055 || Clusters count: 13 || Log posterior: -3365.8522085436175 || Iter Time:0.013286113739013672 || Total time:34.14520215988159 Iteration: 1056 || Clusters count: 13 || Log posterior: -3350.5173744022854 || Iter Time:0.040769100189208984 || Total 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|| Log posterior: -3314.5697811899695 || Iter Time:0.04089999198913574 || Total time:34.35077214241028 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1063 || Clusters count: 13 || Log posterior: -3345.8867437885697 || Iter Time:0.013110876083374023 || Total time:34.36388301849365 Iteration: 1064 || Clusters count: 13 || Log posterior: -3329.3012187415266 || Iter Time:0.038815975189208984 || Total time:34.40269899368286 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1065 || Clusters count: 13 || Log posterior: -3363.747171724504 || Iter Time:0.013523101806640625 || Total time:34.4162220954895 Iteration: 1066 || Clusters count: 13 || Log posterior: -3348.0573388207 || Iter Time:0.041481971740722656 || Total time:34.457704067230225 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1067 || Clusters count: 13 || Log posterior: -3387.9869642387307 || Iter 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Iteration: 1073 || Clusters count: 13 || Log posterior: -3334.1366037937173 || Iter Time:0.013492107391357422 || Total time:34.67929410934448 Iteration: 1074 || Clusters count: 13 || Log posterior: -3316.6720187670653 || Iter Time:0.04065895080566406 || Total time:34.71995306015015 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1075 || Clusters count: 13 || Log posterior: -3407.319910097614 || Iter Time:0.014417886734008789 || Total time:34.734370946884155 Iteration: 1076 || Clusters count: 13 || Log posterior: -3397.8455886636766 || Iter Time:0.04192304611206055 || Total time:34.776293992996216 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1077 || Clusters count: 13 || Log posterior: -3389.1355879787416 || Iter Time:0.014929056167602539 || Total time:34.79122304916382 Iteration: 1078 || Clusters count: 13 || Log posterior: -3369.929095166662 || Iter Time:0.042466163635253906 || Total 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13 || Log posterior: -3302.851036071822 || Iter Time:0.041821956634521484 || Total time:35.004120111465454 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1085 || Clusters count: 13 || Log posterior: -3328.1636967233967 || Iter Time:0.014299154281616211 || Total time:35.01841926574707 Iteration: 1086 || Clusters count: 13 || Log posterior: -3314.1726839606717 || Iter Time:0.04308319091796875 || Total time:35.06150245666504 Loading and distributing data: 0.000215 seconds (141 allocations: 13.211 KiB) Iteration: 1087 || Clusters count: 13 || Log posterior: -3322.679830614353 || Iter Time:0.015060901641845703 || Total time:35.076563358306885 Iteration: 1088 || Clusters count: 13 || Log posterior: -3301.752568116571 || Iter Time:0.03846287727355957 || Total time:35.115026235580444 Loading and distributing data: 0.000220 seconds (141 allocations: 13.211 KiB) Iteration: 1089 || Clusters count: 13 || Log posterior: -3312.2418620933636 || Iter 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Iteration: 1139 || Clusters count: 13 || Log posterior: -3378.4241770243284 || Iter Time:0.013906002044677734 || Total time:36.52883052825928 Iteration: 1140 || Clusters count: 13 || Log posterior: -3362.9222745529505 || Iter Time:0.04181313514709473 || Total time:36.57064366340637 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1141 || Clusters count: 13 || Log posterior: -3383.4533624146843 || Iter Time:0.013581991195678711 || Total time:36.58422565460205 Iteration: 1142 || Clusters count: 13 || Log posterior: -3353.1547260712796 || Iter Time:0.04051399230957031 || Total time:36.62473964691162 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1143 || Clusters count: 13 || Log posterior: -3356.2760745443957 || Iter Time:0.014259099960327148 || Total time:36.63899874687195 Iteration: 1144 || Clusters count: 13 || Log posterior: -3337.1469999118535 || Iter Time:0.03976321220397949 || Total 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13 || Log posterior: -3328.9511022468014 || Iter Time:0.03924298286437988 || Total time:36.835590839385986 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1151 || Clusters count: 13 || Log posterior: -3360.9412866287257 || Iter Time:0.01406097412109375 || Total time:36.84965181350708 Iteration: 1152 || Clusters count: 13 || Log posterior: -3352.3302721243754 || Iter Time:0.03964114189147949 || Total time:36.88929295539856 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1153 || Clusters count: 14 || Log posterior: -3409.3497057689783 || Iter Time:0.014284133911132812 || Total time:36.90357708930969 Iteration: 1154 || Clusters count: 14 || Log posterior: -3375.3451434531935 || Iter Time:0.04106402397155762 || Total time:36.94464111328125 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1155 || Clusters count: 14 || Log posterior: -3391.5344281369516 || Iter 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Iteration: 1161 || Clusters count: 13 || Log posterior: -3322.152217484278 || Iter Time:0.014127016067504883 || Total time:37.138500452041626 Iteration: 1162 || Clusters count: 13 || Log posterior: -3313.336549913209 || Iter Time:0.04015994071960449 || Total time:37.17866039276123 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1163 || Clusters count: 13 || Log posterior: -3298.4679173671384 || Iter Time:0.014935016632080078 || Total time:37.19359540939331 Iteration: 1164 || Clusters count: 13 || Log posterior: -3281.8907786444115 || Iter Time:0.03861403465270996 || Total time:37.23220944404602 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1165 || Clusters count: 13 || Log posterior: -3284.0389127312565 || Iter Time:0.015556812286376953 || Total time:37.2477662563324 Iteration: 1166 || Clusters count: 13 || Log posterior: -3282.6360703753126 || Iter Time:0.040373802185058594 || Total 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Iteration: 1183 || Clusters count: 13 || Log posterior: -3309.1106675256633 || Iter Time:0.013430118560791016 || Total time:37.72472810745239 Iteration: 1184 || Clusters count: 13 || Log posterior: -3288.9274371555007 || Iter Time:0.03764700889587402 || Total time:37.76237511634827 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1185 || Clusters count: 13 || Log posterior: -3343.989819870371 || Iter Time:0.012813091278076172 || Total time:37.77518820762634 Iteration: 1186 || Clusters count: 13 || Log posterior: -3326.7924692338606 || Iter Time:0.03827786445617676 || Total time:37.81346607208252 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1187 || Clusters count: 13 || Log posterior: -3366.8814525674184 || Iter Time:0.012701034545898438 || Total time:37.82616710662842 Iteration: 1188 || Clusters count: 13 || Log posterior: -3347.56231082132 || Iter Time:0.0370028018951416 || Total time:37.86316990852356 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Iteration: 1255 || Clusters count: 13 || Log posterior: -3362.204052614348 || Iter Time:0.013942956924438477 || Total time:39.66123867034912 Iteration: 1256 || Clusters count: 13 || Log posterior: -3336.344231031672 || Iter Time:0.03577589988708496 || Total time:39.697014570236206 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1257 || Clusters count: 13 || Log posterior: -3367.7518962929094 || Iter Time:0.012866020202636719 || Total time:39.70988059043884 Iteration: 1258 || Clusters count: 13 || Log posterior: -3327.6535195549986 || Iter Time:0.0352170467376709 || Total time:39.745097637176514 Loading and distributing data: 0.000182 seconds (141 allocations: 13.211 KiB) Iteration: 1259 || Clusters count: 13 || Log posterior: -3358.646007736714 || Iter Time:0.013015031814575195 || Total time:39.75811266899109 Iteration: 1260 || Clusters count: 13 || Log posterior: -3350.4369411054495 || Iter Time:0.03635716438293457 || Total 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|| Log posterior: -3310.155767515793 || Iter Time:0.03720498085021973 || Total time:39.9427285194397 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1267 || Clusters count: 13 || Log posterior: -3391.660038864922 || Iter Time:0.012670040130615234 || Total time:39.95539855957031 Iteration: 1268 || Clusters count: 13 || Log posterior: -3350.5315762415203 || Iter Time:0.03518819808959961 || Total time:39.99058675765991 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1269 || Clusters count: 13 || Log posterior: -3354.113360928694 || Iter Time:0.013427019119262695 || Total time:40.004013776779175 Iteration: 1270 || Clusters count: 13 || Log posterior: -3341.4140299961286 || Iter Time:0.039190053939819336 || Total time:40.043203830718994 Loading and distributing data: 0.000208 seconds (141 allocations: 13.211 KiB) Iteration: 1271 || Clusters count: 13 || Log posterior: -3378.108167655933 || Iter 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KiB) Iteration: 1277 || Clusters count: 13 || Log posterior: -3352.1139835681024 || Iter Time:0.013062000274658203 || Total time:40.215996980667114 Iteration: 1278 || Clusters count: 13 || Log posterior: -3335.66394854324 || Iter Time:0.037396907806396484 || Total time:40.25339388847351 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1279 || Clusters count: 13 || Log posterior: -3391.3580057842023 || Iter Time:0.014746904373168945 || Total time:40.26814079284668 Iteration: 1280 || Clusters count: 13 || Log posterior: -3360.6759354614233 || Iter Time:0.040045976638793945 || Total time:40.308186769485474 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1281 || Clusters count: 13 || Log posterior: -3359.921294486401 || Iter Time:0.042482852935791016 || Total time:40.350669622421265 Iteration: 1282 || Clusters count: 13 || Log posterior: -3349.5487838912413 || Iter Time:0.03771805763244629 || Total 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13 || Log posterior: -3339.9758308646183 || Iter Time:0.03629112243652344 || Total time:40.53872275352478 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1289 || Clusters count: 13 || Log posterior: -3317.8854651815936 || Iter Time:0.010957956314086914 || Total time:40.54968070983887 Iteration: 1290 || Clusters count: 13 || Log posterior: -3315.3667827334893 || Iter Time:0.03493499755859375 || Total time:40.58461570739746 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1291 || Clusters count: 13 || Log posterior: -3336.9733472462212 || Iter Time:0.011385917663574219 || Total time:40.596001625061035 Iteration: 1292 || Clusters count: 13 || Log posterior: -3317.628404772277 || Iter Time:0.03332781791687012 || Total time:40.629329442977905 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 13 || Log posterior: -3338.2522869531726 || Iter 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Iteration: 1299 || Clusters count: 13 || Log posterior: -3364.996524473276 || Iter Time:0.012775897979736328 || Total time:40.79157853126526 Iteration: 1300 || Clusters count: 13 || Log posterior: -3330.9188636753547 || Iter Time:0.04030585289001465 || Total time:40.83188438415527 Loading and distributing data: 0.000180 seconds (141 allocations: 13.211 KiB) Iteration: 1301 || Clusters count: 13 || Log posterior: -3384.853545297636 || Iter Time:0.01253199577331543 || Total time:40.84441637992859 Iteration: 1302 || Clusters count: 13 || Log posterior: -3365.0290516761443 || Iter Time:0.036087989807128906 || Total time:40.88050436973572 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1303 || Clusters count: 13 || Log posterior: -3349.9161089274376 || Iter Time:0.012105941772460938 || Total time:40.89261031150818 Iteration: 1304 || Clusters count: 13 || Log posterior: -3335.0745430952047 || Iter Time:0.036505937576293945 || Total 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Iteration: 1321 || Clusters count: 13 || Log posterior: -3355.757272057055 || Iter Time:0.014304876327514648 || Total time:41.392337799072266 Iteration: 1322 || Clusters count: 13 || Log posterior: -3326.628579012294 || Iter Time:0.03876304626464844 || Total time:41.431100845336914 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1323 || Clusters count: 13 || Log posterior: -3339.1288193049654 || Iter Time:0.01482701301574707 || Total time:41.44592785835266 Iteration: 1324 || Clusters count: 13 || Log posterior: -3306.5376415783826 || Iter Time:0.03919696807861328 || Total time:41.485124826431274 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1325 || Clusters count: 13 || Log posterior: -3356.654350454465 || Iter Time:0.012771129608154297 || Total time:41.49789595603943 Iteration: 1326 || Clusters count: 13 || Log posterior: -3345.7043262930583 || Iter Time:0.03497505187988281 || Total 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|| Log posterior: -3342.7094960225654 || Iter Time:0.040506839752197266 || Total time:41.685153007507324 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1333 || Clusters count: 13 || Log posterior: -3363.5619710931987 || Iter Time:0.0126190185546875 || Total time:41.69777202606201 Iteration: 1334 || Clusters count: 13 || Log posterior: -3340.246065358733 || Iter Time:0.0336611270904541 || Total time:41.731433153152466 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1335 || Clusters count: 13 || Log posterior: -3352.1457212725577 || Iter Time:0.012929916381835938 || Total time:41.7443630695343 Iteration: 1336 || Clusters count: 13 || Log posterior: -3339.427017715497 || Iter Time:0.034391164779663086 || Total time:41.778754234313965 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1337 || Clusters count: 13 || Log posterior: -3382.532816896035 || Iter 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Iteration: 1343 || Clusters count: 13 || Log posterior: -3303.7526624267402 || Iter Time:0.010937929153442383 || Total time:41.98541808128357 Iteration: 1344 || Clusters count: 13 || Log posterior: -3267.4009554436325 || Iter Time:0.038227081298828125 || Total time:42.0236451625824 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1345 || Clusters count: 13 || Log posterior: -3296.539313658923 || Iter Time:0.012861013412475586 || Total time:42.03650617599487 Iteration: 1346 || Clusters count: 13 || Log posterior: -3290.4188732229372 || Iter Time:0.03736114501953125 || Total time:42.073867321014404 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1347 || Clusters count: 13 || Log posterior: -3344.5554096467804 || Iter Time:0.010589122772216797 || Total time:42.08445644378662 Iteration: 1348 || Clusters count: 13 || Log posterior: -3326.858381236877 || Iter Time:0.033653974533081055 || Total 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Iteration: 1365 || Clusters count: 13 || Log posterior: -3326.116218407535 || Iter Time:0.014140844345092773 || Total time:42.5572304725647 Iteration: 1366 || Clusters count: 13 || Log posterior: -3317.9843536492367 || Iter Time:0.034562110900878906 || Total time:42.591792583465576 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1367 || Clusters count: 13 || Log posterior: -3362.2379650791127 || Iter Time:0.01340794563293457 || Total time:42.60520052909851 Iteration: 1368 || Clusters count: 13 || Log posterior: -3352.3502626285863 || Iter Time:0.03751516342163086 || Total time:42.64271569252014 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1369 || Clusters count: 13 || Log posterior: -3369.4388553490157 || Iter Time:0.015255928039550781 || Total time:42.65797162055969 Iteration: 1370 || Clusters count: 13 || Log posterior: -3340.6350881307867 || Iter Time:0.040576934814453125 || Total 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Iteration: 1387 || Clusters count: 13 || Log posterior: -3360.3554646088032 || Iter Time:0.014694929122924805 || Total time:43.174190044403076 Iteration: 1388 || Clusters count: 13 || Log posterior: -3341.432390777056 || Iter Time:0.04382610321044922 || Total time:43.218016147613525 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1389 || Clusters count: 13 || Log posterior: -3378.6842431465284 || Iter Time:0.013911962509155273 || Total time:43.23192811012268 Iteration: 1390 || Clusters count: 13 || Log posterior: -3357.6032117413724 || Iter Time:0.038722991943359375 || Total time:43.27065110206604 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1391 || Clusters count: 13 || Log posterior: -3386.9099177106773 || Iter Time:0.014160871505737305 || Total time:43.28481197357178 Iteration: 1392 || Clusters count: 13 || Log posterior: -3365.016488140092 || Iter Time:0.04010605812072754 || Total 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Iteration: 1409 || Clusters count: 13 || Log posterior: -3362.0025246690266 || Iter Time:0.015482902526855469 || Total time:43.80048322677612 Iteration: 1410 || Clusters count: 13 || Log posterior: -3341.1240393392127 || Iter Time:0.04072999954223633 || Total time:43.84121322631836 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1411 || Clusters count: 13 || Log posterior: -3365.9964648296445 || Iter Time:0.014100074768066406 || Total time:43.855313301086426 Iteration: 1412 || Clusters count: 13 || Log posterior: -3361.0759290878336 || Iter Time:0.03911304473876953 || Total time:43.894426345825195 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1413 || Clusters count: 13 || Log posterior: -3376.125962893558 || Iter Time:0.01444697380065918 || Total time:43.908873319625854 Iteration: 1414 || Clusters count: 13 || Log posterior: -3368.783199579628 || Iter Time:0.03880190849304199 || Total 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Iteration: 1431 || Clusters count: 13 || Log posterior: -3341.482179663886 || Iter Time:0.0119781494140625 || Total time:44.36668086051941 Iteration: 1432 || Clusters count: 13 || Log posterior: -3320.6781316526926 || Iter Time:0.035926103591918945 || Total time:44.40260696411133 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1433 || Clusters count: 13 || Log posterior: -3399.727532393025 || Iter Time:0.014126062393188477 || Total time:44.41673302650452 Iteration: 1434 || Clusters count: 13 || Log posterior: -3385.9323877695724 || Iter Time:0.0709540843963623 || Total time:44.48768711090088 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1435 || Clusters count: 13 || Log posterior: -3426.6085161082333 || Iter Time:0.015204191207885742 || Total time:44.502891302108765 Iteration: 1436 || Clusters count: 13 || Log posterior: -3390.852122461016 || Iter Time:0.042996883392333984 || Total time:44.5458881855011 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Iteration: 1470 || Clusters count: 13 || Log posterior: -3354.2496921547913 || Iter Time:0.03733491897583008 || Total time:45.481473207473755 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1471 || Clusters count: 13 || Log posterior: -3365.0203722209153 || Iter Time:0.012936115264892578 || Total time:45.49440932273865 Iteration: 1472 || Clusters count: 13 || Log posterior: -3342.4542746538846 || Iter Time:0.037312984466552734 || Total time:45.5317223072052 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1473 || Clusters count: 13 || Log posterior: -3343.5605533910607 || Iter Time:0.014136075973510742 || Total time:45.54585838317871 Iteration: 1474 || Clusters count: 13 || Log posterior: -3336.5745294335693 || Iter Time:0.03852701187133789 || Total time:45.58438539505005 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1475 || Clusters count: 13 || Log posterior: -3299.7498184655424 || Iter Time:0.013070106506347656 || Total time:45.5974555015564 Iteration: 1476 || Clusters count: 13 || Log posterior: -3284.755467909843 || Iter Time:0.03846907615661621 || Total time:45.63592457771301 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3319.1014017494003 || Iter Time:0.012562990188598633 || Total time:45.64848756790161 Iteration: 1478 || Clusters count: 13 || Log posterior: -3307.6316001320506 || Iter Time:0.039759159088134766 || Total time:45.688246726989746 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3421.451251779599 || Iter Time:0.01293182373046875 || Total time:45.701178550720215 Iteration: 1480 || Clusters count: 13 || Log posterior: -3397.1536607426283 || Iter Time:0.03943610191345215 || Total time:45.74061465263367 Loading and distributing data: 0.000200 seconds (141 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Total time:45.89398980140686 Loading and distributing data: 0.000256 seconds (141 allocations: 13.211 KiB) Iteration: 1487 || Clusters count: 13 || Log posterior: -3356.105275495339 || Iter Time:0.015023231506347656 || Total time:45.90901303291321 Iteration: 1488 || Clusters count: 13 || Log posterior: -3331.3770949558043 || Iter Time:0.03480887413024902 || Total time:45.94382190704346 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1489 || Clusters count: 13 || Log posterior: -3374.0374993854625 || Iter Time:0.013566017150878906 || Total time:45.957387924194336 Iteration: 1490 || Clusters count: 13 || Log posterior: -3344.0926208519363 || Iter Time:0.03784012794494629 || Total time:45.99522805213928 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1491 || Clusters count: 13 || Log posterior: -3384.4216278549156 || Iter Time:0.013620138168334961 || Total time:46.00884819030762 Iteration: 1492 || Clusters 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Iteration: 1503 || Clusters count: 13 || Log posterior: -3390.726607613613 || Iter Time:0.014040946960449219 || Total time:46.35209608078003 Iteration: 1504 || Clusters count: 13 || Log posterior: -3368.373641033285 || Iter Time:0.03828716278076172 || Total time:46.39038324356079 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1505 || Clusters count: 13 || Log posterior: -3302.3927425651377 || Iter Time:0.01414179801940918 || Total time:46.4045250415802 Iteration: 1506 || Clusters count: 13 || Log posterior: -3286.4125423970727 || Iter Time:0.0390019416809082 || Total time:46.44352698326111 Loading and distributing data: 0.000191 seconds (141 allocations: 13.211 KiB) Iteration: 1507 || Clusters count: 13 || Log posterior: -3363.9115227016114 || Iter Time:0.014230966567993164 || Total time:46.4577579498291 Iteration: 1508 || Clusters count: 13 || Log posterior: -3336.307007056972 || Iter Time:0.036750078201293945 || Total time:46.494508028030396 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-3366.8463887709163 || Iter Time:0.03636002540588379 || Total time:46.64875912666321 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1515 || Clusters count: 13 || Log posterior: -3383.1049925982484 || Iter Time:0.01317286491394043 || Total time:46.66193199157715 Iteration: 1516 || Clusters count: 13 || Log posterior: -3364.848483104901 || Iter Time:0.039721012115478516 || Total time:46.70165300369263 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1517 || Clusters count: 13 || Log posterior: -3367.5995868890054 || Iter Time:0.013134002685546875 || Total time:46.714787006378174 Iteration: 1518 || Clusters count: 13 || Log posterior: -3354.4934106087885 || Iter Time:0.0378878116607666 || Total time:46.75267481803894 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1519 || Clusters count: 13 || Log posterior: -3384.6762580220684 || Iter Time:0.012857913970947266 || 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Iteration: 1542 || Clusters count: 13 || Log posterior: -3332.4819962232536 || Iter Time:0.03901314735412598 || Total time:47.39498424530029 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1543 || Clusters count: 13 || Log posterior: -3367.4184307921087 || Iter Time:0.015130043029785156 || Total time:47.41011428833008 Iteration: 1544 || Clusters count: 13 || Log posterior: -3352.155001894777 || Iter Time:0.03876614570617676 || Total time:47.448880434036255 Loading and distributing data: 0.000233 seconds (141 allocations: 13.211 KiB) Iteration: 1545 || Clusters count: 13 || Log posterior: -3342.320557720724 || Iter Time:0.014764070510864258 || Total time:47.46364450454712 Iteration: 1546 || Clusters count: 13 || Log posterior: -3331.8358984714646 || Iter Time:0.039450883865356445 || Total time:47.503095388412476 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1547 || Clusters count: 13 || Log posterior: 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(141 allocations: 13.211 KiB) Iteration: 1553 || Clusters count: 13 || Log posterior: -3350.0565397542628 || Iter Time:0.01604604721069336 || Total time:47.671969413757324 Iteration: 1554 || Clusters count: 13 || Log posterior: -3331.2398899725026 || Iter Time:0.03840208053588867 || Total time:47.71037149429321 Loading and distributing data: 0.000228 seconds (141 allocations: 13.211 KiB) Iteration: 1555 || Clusters count: 13 || Log posterior: -3360.5054260112206 || Iter Time:0.01468801498413086 || Total time:47.725059509277344 Iteration: 1556 || Clusters count: 13 || Log posterior: -3344.8755314961454 || Iter Time:0.03728890419006348 || Total time:47.76234841346741 Loading and distributing data: 0.000209 seconds (141 allocations: 13.211 KiB) Iteration: 1557 || Clusters count: 13 || Log posterior: -3374.2234410399037 || Iter Time:0.013562917709350586 || Total time:47.77591133117676 Iteration: 1558 || Clusters count: 13 || Log posterior: -3344.698019842289 || Iter 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Iteration: 1564 || Clusters count: 13 || Log posterior: -3352.548133260898 || Iter Time:0.03782820701599121 || Total time:48.00332474708557 Loading and distributing data: 0.000227 seconds (141 allocations: 13.211 KiB) Iteration: 1565 || Clusters count: 13 || Log posterior: -3365.2364512859212 || Iter Time:0.014561891555786133 || Total time:48.01788663864136 Iteration: 1566 || Clusters count: 13 || Log posterior: -3321.3136853740402 || Iter Time:0.03874993324279785 || Total time:48.056636571884155 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1567 || Clusters count: 13 || Log posterior: -3357.152876299973 || Iter Time:0.01285696029663086 || Total time:48.069493532180786 Iteration: 1568 || Clusters count: 13 || Log posterior: -3341.4567787970554 || Iter Time:0.03911709785461426 || Total time:48.1086106300354 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1569 || Clusters count: 13 || Log posterior: -3404.2267401573267 || Iter Time:0.01315617561340332 || Total time:48.121766805648804 Iteration: 1570 || Clusters count: 13 || Log posterior: -3391.1972636928936 || Iter Time:0.041703224182128906 || Total time:48.16347002983093 Loading and distributing data: 0.000211 seconds (141 allocations: 13.211 KiB) Iteration: 1571 || Clusters count: 13 || Log posterior: -3401.1916700079273 || Iter Time:0.01331782341003418 || Total time:48.17678785324097 Iteration: 1572 || Clusters count: 13 || Log posterior: -3374.852272179882 || Iter Time:0.039845943450927734 || Total time:48.216633796691895 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 1573 || Clusters count: 13 || Log posterior: -3332.84221291114 || Iter Time:0.01527714729309082 || Total time:48.231910943984985 Iteration: 1574 || Clusters count: 13 || Log posterior: -3315.774279133326 || Iter Time:0.037492990493774414 || Total time:48.26940393447876 Loading and distributing data: 0.000191 seconds (141 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Total time:48.43209385871887 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1581 || Clusters count: 13 || Log posterior: -3361.939814812473 || Iter Time:0.01328420639038086 || Total time:48.44537806510925 Iteration: 1582 || Clusters count: 13 || Log posterior: -3328.969370892479 || Iter Time:0.03131604194641113 || Total time:48.476694107055664 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1583 || Clusters count: 13 || Log posterior: -3372.1054214196884 || Iter Time:0.011295080184936523 || Total time:48.4879891872406 Iteration: 1584 || Clusters count: 13 || Log posterior: -3358.805280388758 || Iter Time:0.039222002029418945 || Total time:48.52721118927002 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1585 || Clusters count: 13 || Log posterior: -3384.4154490556252 || Iter Time:0.013317108154296875 || Total time:48.540528297424316 Iteration: 1586 || Clusters 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Iteration: 1713 || Clusters count: 13 || Log posterior: -3394.5380372276145 || Iter Time:0.013836860656738281 || Total time:51.897666215896606 Iteration: 1714 || Clusters count: 13 || Log posterior: -3366.5002034057 || Iter Time:0.058561086654663086 || Total time:51.95622730255127 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1715 || Clusters count: 13 || Log posterior: -3378.65353588431 || Iter Time:0.01282501220703125 || Total time:51.9690523147583 Iteration: 1716 || Clusters count: 13 || Log posterior: -3361.677823007514 || Iter Time:0.03433084487915039 || Total time:52.00338315963745 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1717 || Clusters count: 13 || Log posterior: -3378.480698725432 || Iter Time:0.013563871383666992 || Total time:52.01694703102112 Iteration: 1718 || Clusters count: 13 || Log posterior: -3370.5149127281134 || Iter Time:0.035238027572631836 || Total time:52.05218505859375 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-3352.948483365388 || Iter Time:0.03310108184814453 || Total time:52.19092798233032 Loading and distributing data: 0.000224 seconds (141 allocations: 13.211 KiB) Iteration: 1725 || Clusters count: 13 || Log posterior: -3384.192703011213 || Iter Time:0.013260126113891602 || Total time:52.204188108444214 Iteration: 1726 || Clusters count: 13 || Log posterior: -3359.8498805986824 || Iter Time:0.03404712677001953 || Total time:52.23823523521423 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1727 || Clusters count: 13 || Log posterior: -3357.692329813139 || Iter Time:0.011334896087646484 || Total time:52.24957013130188 Iteration: 1728 || Clusters count: 13 || Log posterior: -3346.9421683065693 || Iter Time:0.040216922760009766 || Total time:52.28978705406189 Loading and distributing data: 0.000212 seconds (141 allocations: 13.211 KiB) Iteration: 1729 || Clusters count: 13 || Log posterior: -3369.127819308241 || Iter Time:0.011878013610839844 || 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Iteration: 1752 || Clusters count: 13 || Log posterior: -3335.3414540238873 || Iter Time:0.03640890121459961 || Total time:52.89749789237976 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -3381.5655988829535 || Iter Time:0.013057947158813477 || Total time:52.910555839538574 Iteration: 1754 || Clusters count: 13 || Log posterior: -3343.3534707545136 || Iter Time:0.03698015213012695 || Total time:52.9475359916687 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1755 || Clusters count: 13 || Log posterior: -3362.1879577883 || Iter Time:0.012307882308959961 || Total time:52.95984387397766 Iteration: 1756 || Clusters count: 13 || Log posterior: -3332.9497825026583 || Iter Time:0.03516983985900879 || Total time:52.99501371383667 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1757 || Clusters count: 13 || Log posterior: 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Iteration: 1785 || Clusters count: 13 || Log posterior: -3385.2769326349257 || Iter Time:0.014252185821533203 || Total time:53.71830224990845 Iteration: 1786 || Clusters count: 13 || Log posterior: -3351.408073562015 || Iter Time:0.03481411933898926 || Total time:53.75311636924744 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1787 || Clusters count: 13 || Log posterior: -3401.7557735461455 || Iter Time:0.014201879501342773 || Total time:53.76731824874878 Iteration: 1788 || Clusters count: 13 || Log posterior: -3370.0195655811785 || Iter Time:0.037680864334106445 || Total time:53.804999113082886 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1789 || Clusters count: 13 || Log posterior: -3397.51956545103 || Iter Time:0.01341390609741211 || Total time:53.8184130191803 Iteration: 1790 || Clusters count: 13 || Log posterior: -3378.88069094248 || Iter Time:0.034713029861450195 || Total time:53.85312604904175 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-3297.827635800198 || Iter Time:0.03866982460021973 || Total time:54.008228063583374 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3359.656210137219 || Iter Time:0.014338016510009766 || Total time:54.022566080093384 Iteration: 1798 || Clusters count: 13 || Log posterior: -3321.6462314860037 || Iter Time:0.03348708152770996 || Total time:54.056053161621094 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1799 || Clusters count: 13 || Log posterior: -3374.425843717887 || Iter Time:0.012991905212402344 || Total time:54.069045066833496 Iteration: 1800 || Clusters count: 13 || Log posterior: -3356.2404703694638 || Iter Time:0.03102397918701172 || Total time:54.10006904602051 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1801 || Clusters count: 13 || Log posterior: -3325.9139525126943 || Iter Time:0.013280868530273438 || 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Iteration: 1824 || Clusters count: 13 || Log posterior: -3312.98879708619 || Iter Time:0.036540985107421875 || Total time:54.689913272857666 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3348.978481909537 || Iter Time:0.012865066528320312 || Total time:54.702778339385986 Iteration: 1826 || Clusters count: 13 || Log posterior: -3334.075902246264 || Iter Time:0.03635096549987793 || Total time:54.739129304885864 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1827 || Clusters count: 13 || Log posterior: -3395.8585296579286 || Iter Time:0.013017892837524414 || Total time:54.75214719772339 Iteration: 1828 || Clusters count: 13 || Log posterior: -3375.3088890321937 || Iter Time:0.03612518310546875 || Total time:54.78827238082886 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1829 || Clusters count: 13 || Log posterior: -3356.59123251924 || Iter Time:0.013217926025390625 || Total time:54.80149030685425 Iteration: 1830 || Clusters count: 13 || Log posterior: -3338.8826519064364 || Iter Time:0.03383803367614746 || Total time:54.835328340530396 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1831 || Clusters count: 13 || Log posterior: -3330.1866222795893 || Iter Time:0.01497197151184082 || Total time:54.850300312042236 Iteration: 1832 || Clusters count: 13 || Log posterior: -3320.5233001508864 || Iter Time:0.033537864685058594 || Total time:54.883838176727295 Loading and distributing data: 0.000904 seconds (141 allocations: 13.211 KiB) Iteration: 1833 || Clusters count: 13 || Log posterior: -3322.7280438143735 || Iter Time:0.012042999267578125 || Total time:54.89588117599487 Iteration: 1834 || Clusters count: 13 || Log posterior: -3301.9260502741654 || Iter Time:0.03785204887390137 || Total time:54.933733224868774 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1835 || Clusters count: 13 || Log posterior: -3373.965813615594 || Iter Time:0.011343002319335938 || Total time:54.94507622718811 Iteration: 1836 || Clusters count: 13 || Log posterior: -3349.2525017185935 || Iter Time:0.029801130294799805 || Total time:54.97487735748291 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 1837 || Clusters count: 14 || Log posterior: -3364.5374120725673 || Iter Time:0.012752771377563477 || Total time:54.987630128860474 Iteration: 1838 || Clusters count: 14 || Log posterior: -3341.9739060202496 || Iter Time:0.06061887741088867 || Total time:55.04824900627136 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1839 || Clusters count: 13 || Log posterior: -3384.844485266784 || Iter Time:0.01172494888305664 || Total time:55.05997395515442 Iteration: 1840 || Clusters count: 13 || Log posterior: -3361.582885895651 || Iter Time:0.034516096115112305 || Total time:55.09449005126953 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1841 || Clusters count: 13 || Log posterior: -3387.583903992242 || Iter Time:0.012016057968139648 || Total time:55.10650610923767 Iteration: 1842 || Clusters count: 13 || Log posterior: -3370.0267431855073 || Iter Time:0.036537885665893555 || Total time:55.143043994903564 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1843 || Clusters count: 13 || Log posterior: -3379.204683048061 || Iter Time:0.013432025909423828 || Total time:55.15647602081299 Iteration: 1844 || Clusters count: 13 || Log posterior: -3332.276398759042 || Iter Time:0.029467105865478516 || Total time:55.18594312667847 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1845 || Clusters count: 13 || Log posterior: -3361.2827817850216 || Iter Time:0.01100611686706543 || Total time:55.19694924354553 Iteration: 1846 || Clusters count: 13 || Log posterior: -3355.159539583616 || Iter Time:0.03690505027770996 || Total time:55.23385429382324 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1847 || Clusters count: 13 || Log posterior: -3405.07565688169 || Iter Time:0.013350963592529297 || Total time:55.24720525741577 Iteration: 1848 || Clusters count: 13 || Log posterior: -3378.9414406299775 || Iter Time:0.03787994384765625 || Total time:55.28508520126343 Loading and distributing data: 0.000178 seconds (141 allocations: 13.211 KiB) Iteration: 1849 || Clusters count: 13 || Log posterior: -3353.115766043559 || Iter Time:0.011622905731201172 || Total time:55.29670810699463 Iteration: 1850 || Clusters count: 13 || Log posterior: -3345.7771627178154 || Iter Time:0.03618192672729492 || Total time:55.332890033721924 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1851 || Clusters count: 13 || Log posterior: -3385.1677369453464 || Iter Time:0.012362957000732422 || Total time:55.345252990722656 Iteration: 1852 || Clusters count: 13 || Log posterior: -3353.6553647630876 || Iter Time:0.03867387771606445 || Total time:55.38392686843872 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1853 || Clusters count: 13 || Log posterior: -3405.34213955642 || Iter Time:0.012989997863769531 || Total time:55.39691686630249 Iteration: 1854 || Clusters count: 13 || Log posterior: -3384.91658699829 || Iter Time:0.03159594535827637 || Total time:55.42851281166077 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -3409.6817246297373 || Iter Time:0.012625932693481445 || Total time:55.44113874435425 Iteration: 1856 || Clusters count: 13 || Log posterior: -3387.344063085896 || Iter Time:0.03626894950866699 || Total time:55.477407693862915 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1857 || Clusters count: 13 || Log posterior: -3400.415940616458 || Iter Time:0.01316690444946289 || Total time:55.49057459831238 Iteration: 1858 || Clusters count: 13 || Log posterior: -3377.566096078728 || Iter Time:0.03423595428466797 || Total time:55.524810552597046 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1859 || Clusters count: 13 || Log posterior: -3408.485778072237 || Iter Time:0.011302947998046875 || Total time:55.53611350059509 Iteration: 1860 || Clusters count: 13 || Log posterior: -3378.701001242732 || Iter Time:0.03064107894897461 || Total time:55.56675457954407 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1861 || Clusters count: 13 || Log posterior: -3418.7635908786087 || Iter Time:0.011488914489746094 || Total time:55.57824349403381 Iteration: 1862 || Clusters count: 13 || Log posterior: -3397.7513811876047 || Iter Time:0.0353550910949707 || Total time:55.613598585128784 Loading and distributing data: 0.000189 seconds (141 allocations: 13.211 KiB) Iteration: 1863 || Clusters count: 13 || Log posterior: -3389.1662755028224 || Iter Time:0.013033151626586914 || Total time:55.62663173675537 Iteration: 1864 || Clusters count: 13 || Log posterior: -3364.606758894056 || Iter Time:0.03202009201049805 || Total time:55.65865182876587 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1865 || Clusters count: 13 || Log posterior: -3342.2624948363696 || Iter Time:0.011705875396728516 || Total time:55.6703577041626 Iteration: 1866 || Clusters count: 13 || Log posterior: -3318.836980216759 || Iter Time:0.03369402885437012 || Total time:55.70405173301697 Loading and distributing data: 0.000184 seconds (141 allocations: 13.211 KiB) Iteration: 1867 || Clusters count: 13 || Log posterior: -3347.26247021312 || Iter Time:0.013756990432739258 || Total time:55.71780872344971 Iteration: 1868 || Clusters count: 13 || Log posterior: -3327.144205406161 || Iter Time:0.03683876991271973 || Total time:55.75464749336243 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1869 || Clusters count: 13 || Log posterior: -3332.8347896207415 || Iter Time:0.03875994682312012 || Total time:55.79340744018555 Iteration: 1870 || Clusters count: 13 || Log posterior: -3326.89460058426 || Iter Time:0.033715009689331055 || Total time:55.82712244987488 Loading and distributing data: 0.000190 seconds (141 allocations: 13.211 KiB) Iteration: 1871 || Clusters count: 13 || Log posterior: -3317.536817953539 || Iter Time:0.013432979583740234 || Total time:55.84055542945862 Iteration: 1872 || Clusters count: 13 || Log posterior: -3300.4749802272154 || Iter Time:0.03221917152404785 || Total time:55.872774600982666 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -3410.7573013537994 || Iter Time:0.01232600212097168 || Total time:55.88510060310364 Iteration: 1874 || Clusters count: 13 || Log posterior: -3388.0613582730703 || Iter Time:0.03107285499572754 || Total time:55.916173458099365 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -3356.7425438347805 || Iter Time:0.012207984924316406 || Total time:55.92838144302368 Iteration: 1876 || Clusters count: 13 || Log posterior: -3329.355508400583 || Iter Time:0.03229188919067383 || Total time:55.960673332214355 Loading and distributing data: 0.000177 seconds (141 allocations: 13.211 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -3318.132573432277 || Iter Time:0.012605905532836914 || Total time:55.97327923774719 Iteration: 1878 || Clusters count: 13 || Log posterior: -3300.3139501344267 || Iter Time:0.032553911209106445 || Total time:56.0058331489563 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -3322.1535572559064 || Iter Time:0.012943029403686523 || Total time:56.018776178359985 Iteration: 1880 || Clusters count: 13 || Log posterior: -3316.4367844022513 || Iter Time:0.03473687171936035 || Total time:56.053513050079346 Loading and distributing data: 0.000169 seconds (141 allocations: 13.211 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -3297.402090757138 || Iter Time:0.011819839477539062 || Total time:56.065332889556885 Iteration: 1882 || Clusters count: 13 || Log posterior: -3281.120345550925 || Iter Time:0.033193111419677734 || Total time:56.09852600097656 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3351.6546696149985 || Iter Time:0.013428926467895508 || Total time:56.11195492744446 Iteration: 1884 || Clusters count: 13 || Log posterior: -3317.61443114427 || Iter Time:0.03273200988769531 || Total time:56.14468693733215 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -3368.0068805904743 || Iter Time:0.012529134750366211 || Total time:56.15721607208252 Iteration: 1886 || Clusters count: 13 || Log posterior: -3341.9498402861846 || Iter Time:0.034255027770996094 || Total time:56.191471099853516 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -3389.234686889902 || Iter Time:0.012524127960205078 || Total time:56.20399522781372 Iteration: 1888 || Clusters count: 13 || Log posterior: -3370.7157560849673 || Iter Time:0.031002044677734375 || Total time:56.234997272491455 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -3365.054839823431 || Iter Time:0.011847972869873047 || Total time:56.24684524536133 Iteration: 1890 || Clusters count: 13 || Log posterior: -3351.977179628832 || Iter Time:0.031033039093017578 || Total time:56.277878284454346 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -3366.238112645033 || Iter Time:0.013317108154296875 || Total time:56.29119539260864 Iteration: 1892 || Clusters count: 13 || Log posterior: -3352.8723678498623 || Iter Time:0.032681941986083984 || Total time:56.32387733459473 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -3341.0792471499785 || Iter Time:0.013061046600341797 || Total time:56.33693838119507 Iteration: 1894 || Clusters count: 13 || Log posterior: -3331.578521303216 || Iter Time:0.03383302688598633 || Total time:56.370771408081055 Loading and distributing data: 0.000172 seconds (141 allocations: 13.211 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -3378.442651307321 || Iter Time:0.012562990188598633 || Total time:56.38333439826965 Iteration: 1896 || Clusters count: 13 || Log posterior: -3352.0029518214565 || Iter Time:0.03360581398010254 || Total time:56.416940212249756 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -3345.7446291030137 || Iter Time:0.012185096740722656 || Total time:56.42912530899048 Iteration: 1898 || Clusters count: 13 || Log posterior: -3316.2231088482336 || Iter Time:0.03530406951904297 || Total time:56.46442937850952 Loading and distributing data: 0.000175 seconds (141 allocations: 13.211 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -3391.3408521721917 || Iter Time:0.012317895889282227 || Total time:56.476747274398804 Iteration: 1900 || Clusters count: 13 || Log posterior: -3349.7371468815463 || Iter Time:0.05815720558166504 || Total time:56.53490447998047 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -3408.2120651798073 || Iter Time:0.013522148132324219 || Total time:56.54842662811279 Iteration: 1902 || Clusters count: 13 || Log posterior: -3379.714544939497 || Iter Time:0.03472709655761719 || Total time:56.58315372467041 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -3422.3410185826256 || Iter Time:0.012216806411743164 || Total time:56.59537053108215 Iteration: 1904 || Clusters count: 13 || Log posterior: -3396.31521944316 || Iter Time:0.03139305114746094 || Total time:56.626763582229614 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -3444.6825049633185 || Iter Time:0.011960983276367188 || Total time:56.63872456550598 Iteration: 1906 || Clusters count: 13 || Log posterior: -3420.3673762875997 || Iter Time:0.03744792938232422 || Total time:56.676172494888306 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -3426.2234881626423 || Iter Time:0.013509035110473633 || Total time:56.68968152999878 Iteration: 1908 || Clusters count: 13 || Log posterior: -3397.581185672343 || Iter Time:0.0360870361328125 || Total time:56.72576856613159 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -3379.894099782025 || Iter Time:0.012816190719604492 || Total time:56.738584756851196 Iteration: 1910 || Clusters count: 13 || Log posterior: -3368.611423354661 || Iter Time:0.03393197059631348 || Total time:56.77251672744751 Loading and distributing data: 0.000176 seconds (141 allocations: 13.211 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3358.3500302426323 || Iter Time:0.011446952819824219 || Total time:56.783963680267334 Iteration: 1912 || Clusters count: 13 || Log posterior: -3349.169715733627 || Iter Time:0.031200170516967773 || Total time:56.8151638507843 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -3389.3068440407137 || Iter Time:0.013756036758422852 || Total time:56.828919887542725 Iteration: 1914 || Clusters count: 13 || Log posterior: -3355.483111596281 || Iter Time:0.032173871994018555 || Total time:56.86109375953674 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -3364.3560101095836 || Iter Time:0.016460895538330078 || Total time:56.87755465507507 Iteration: 1916 || Clusters count: 13 || Log posterior: -3327.2231169880215 || Iter Time:0.035099029541015625 || Total time:56.91265368461609 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -3335.018508502001 || Iter Time:0.013880014419555664 || Total time:56.926533699035645 Iteration: 1918 || Clusters count: 13 || Log posterior: -3323.189315859713 || Iter Time:0.03132987022399902 || Total time:56.957863569259644 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -3325.3063872767216 || Iter Time:0.016437053680419922 || Total time:56.97430062294006 Iteration: 1920 || Clusters count: 13 || Log posterior: -3312.972350842962 || Iter Time:0.03481602668762207 || Total time:57.009116649627686 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -3405.660497376744 || Iter Time:0.013281822204589844 || Total time:57.022398471832275 Iteration: 1922 || Clusters count: 13 || Log posterior: -3370.9247331026154 || Iter Time:0.03376889228820801 || Total time:57.05616736412048 Loading and distributing data: 0.000221 seconds (141 allocations: 13.211 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -3430.3752644867886 || Iter Time:0.013961076736450195 || Total time:57.070128440856934 Iteration: 1924 || Clusters count: 13 || Log posterior: -3404.6652239255222 || Iter Time:0.03873109817504883 || Total time:57.10885953903198 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -3377.60413811698 || Iter Time:0.012907028198242188 || Total time:57.121766567230225 Iteration: 1926 || Clusters count: 13 || Log posterior: -3348.3608811443682 || Iter Time:0.029526948928833008 || Total time:57.15129351615906 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -3377.0015519890335 || Iter Time:0.011816978454589844 || Total time:57.16311049461365 Iteration: 1928 || Clusters count: 13 || Log posterior: -3359.8861634124405 || Iter Time:0.034442901611328125 || Total time:57.197553396224976 Loading and distributing data: 0.001852 seconds (141 allocations: 13.211 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -3425.406865166184 || Iter Time:0.012824058532714844 || Total time:57.21037745475769 Iteration: 1930 || Clusters count: 13 || Log posterior: -3411.4933987580403 || Iter Time:0.03541111946105957 || Total time:57.24578857421875 Loading and distributing data: 0.000216 seconds (141 allocations: 13.211 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -3404.604782551652 || Iter Time:0.0134429931640625 || Total time:57.25923156738281 Iteration: 1932 || Clusters count: 13 || Log posterior: -3385.813332918414 || Iter Time:0.0599980354309082 || Total time:57.31922960281372 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -3355.426581070262 || Iter Time:0.012433052062988281 || Total time:57.33166265487671 Iteration: 1934 || Clusters count: 13 || Log posterior: -3334.5830743743277 || Iter Time:0.033277034759521484 || Total time:57.36493968963623 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3352.8011002310986 || Iter Time:0.01591801643371582 || Total time:57.380857706069946 Iteration: 1936 || Clusters count: 13 || Log posterior: -3345.1625286431454 || Iter Time:0.03373289108276367 || Total time:57.41459059715271 Loading and distributing data: 0.000213 seconds (141 allocations: 13.211 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -3392.1694000686375 || Iter Time:0.011590003967285156 || Total time:57.426180601119995 Iteration: 1938 || Clusters count: 13 || Log posterior: -3369.779012190127 || Iter Time:0.03241682052612305 || Total time:57.45859742164612 Loading and distributing data: 0.000186 seconds (141 allocations: 13.211 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -3317.1282242468287 || Iter Time:0.01355886459350586 || Total time:57.472156286239624 Iteration: 1940 || Clusters count: 13 || Log posterior: -3296.7153315566793 || Iter Time:0.03695988655090332 || Total time:57.50911617279053 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -3371.342602286921 || Iter Time:0.011592864990234375 || Total time:57.52070903778076 Iteration: 1942 || Clusters count: 13 || Log posterior: -3356.6310878829427 || Iter Time:0.03284192085266113 || Total time:57.55355095863342 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1943 || Clusters count: 13 || Log posterior: -3419.579674753365 || Iter Time:0.012687921524047852 || Total time:57.56623888015747 Iteration: 1944 || Clusters count: 13 || Log posterior: -3386.0233158981837 || Iter Time:0.03597092628479004 || Total time:57.60220980644226 Loading and distributing data: 0.000179 seconds (141 allocations: 13.211 KiB) Iteration: 1945 || Clusters count: 13 || Log posterior: -3364.564684870362 || Iter Time:0.011764049530029297 || Total time:57.61397385597229 Iteration: 1946 || Clusters count: 13 || Log posterior: -3356.391236477984 || Iter Time:0.03155207633972168 || Total time:57.64552593231201 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 1947 || Clusters count: 13 || Log posterior: -3405.484313977288 || Iter Time:0.012415885925292969 || Total time:57.657941818237305 Iteration: 1948 || Clusters count: 13 || Log posterior: -3365.0157122892238 || Iter Time:0.0351409912109375 || Total time:57.69308280944824 Loading and distributing data: 0.000217 seconds (141 allocations: 13.211 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -3360.5060845143157 || Iter Time:0.013289928436279297 || Total time:57.70637273788452 Iteration: 1950 || Clusters count: 13 || Log posterior: -3343.5470453807807 || Iter Time:0.035179853439331055 || Total time:57.74155259132385 Loading and distributing data: 0.000193 seconds (141 allocations: 13.211 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -3306.7155101719964 || Iter Time:0.014570951461791992 || Total time:57.756123542785645 Iteration: 1952 || Clusters count: 13 || Log posterior: -3282.1429448588906 || Iter Time:0.040795087814331055 || Total time:57.796918630599976 Loading and distributing data: 0.000223 seconds (141 allocations: 13.211 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -3354.9280504433814 || Iter Time:0.014095067977905273 || Total time:57.81101369857788 Iteration: 1954 || Clusters count: 13 || Log posterior: -3337.289376931961 || Iter Time:0.03679203987121582 || Total time:57.8478057384491 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -3361.153914271846 || Iter Time:0.01227712631225586 || Total time:57.86008286476135 Iteration: 1956 || Clusters count: 13 || Log posterior: -3340.5417312794057 || Iter Time:0.0352778434753418 || Total time:57.895360708236694 Loading and distributing data: 0.000207 seconds (141 allocations: 13.211 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -3321.3503180178395 || Iter Time:0.01383209228515625 || Total time:57.90919280052185 Iteration: 1958 || Clusters count: 13 || Log posterior: -3315.719180760853 || Iter Time:0.03559994697570801 || Total time:57.94479274749756 Loading and distributing data: 0.000183 seconds (141 allocations: 13.211 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3318.7544028380744 || Iter Time:0.013356924057006836 || Total time:57.958149671554565 Iteration: 1960 || Clusters count: 13 || Log posterior: -3302.2268560482403 || Iter Time:0.03315901756286621 || Total time:57.99130868911743 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3354.4648781259466 || Iter Time:0.013963937759399414 || Total time:58.00527262687683 Iteration: 1962 || Clusters count: 13 || Log posterior: -3328.9709719709595 || Iter Time:0.03718686103820801 || Total time:58.04245948791504 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -3375.924351027135 || Iter Time:0.014350175857543945 || Total time:58.05680966377258 Iteration: 1964 || Clusters count: 13 || Log posterior: -3326.638359139171 || Iter Time:0.06350302696228027 || Total time:58.12031269073486 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -3422.716597971548 || Iter Time:0.01489710807800293 || Total time:58.135209798812866 Iteration: 1966 || Clusters count: 13 || Log posterior: -3381.425772041926 || Iter Time:0.03693509101867676 || Total time:58.17214488983154 Loading and distributing data: 0.000200 seconds (141 allocations: 13.211 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -3364.2701141761563 || Iter Time:0.014013051986694336 || Total time:58.18615794181824 Iteration: 1968 || Clusters count: 13 || Log posterior: -3347.006889619718 || Iter Time:0.03669309616088867 || Total time:58.222851037979126 Loading and distributing data: 0.001185 seconds (141 allocations: 13.211 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -3376.276037304053 || Iter Time:0.013888835906982422 || Total time:58.23673987388611 Iteration: 1970 || Clusters count: 13 || Log posterior: -3353.555840261276 || Iter Time:0.0377960205078125 || Total time:58.27453589439392 Loading and distributing data: 0.000204 seconds (141 allocations: 13.211 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -3442.4940320967735 || Iter Time:0.015025854110717773 || Total time:58.28956174850464 Iteration: 1972 || Clusters count: 13 || Log posterior: -3409.8498763954926 || Iter Time:0.038327932357788086 || Total time:58.32788968086243 Loading and distributing data: 0.000201 seconds (141 allocations: 13.211 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3356.802619425729 || Iter Time:0.014806032180786133 || Total time:58.34269571304321 Iteration: 1974 || Clusters count: 13 || Log posterior: -3350.7956971589874 || Iter Time:0.04214787483215332 || Total time:58.384843587875366 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -3373.649874909934 || Iter Time:0.013955116271972656 || Total time:58.39879870414734 Iteration: 1976 || Clusters count: 13 || Log posterior: -3362.3573778308687 || Iter Time:0.03692793846130371 || Total time:58.43572664260864 Loading and distributing data: 0.000197 seconds (141 allocations: 13.211 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -3377.4588194755097 || Iter Time:0.012611865997314453 || Total time:58.44833850860596 Iteration: 1978 || Clusters count: 13 || Log posterior: -3351.869781849117 || Iter Time:0.04126310348510742 || Total time:58.489601612091064 Loading and distributing data: 0.000196 seconds (141 allocations: 13.211 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -3354.9652755831416 || Iter Time:0.014508962631225586 || Total time:58.50411057472229 Iteration: 1980 || Clusters count: 13 || Log posterior: -3328.156985319615 || Iter Time:0.03583788871765137 || Total time:58.53994846343994 Loading and distributing data: 0.000187 seconds (141 allocations: 13.211 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -3353.4861147697134 || Iter Time:0.012027978897094727 || Total time:58.551976442337036 Iteration: 1982 || Clusters count: 13 || Log posterior: -3340.946667008704 || Iter Time:0.03491806983947754 || Total time:58.586894512176514 Loading and distributing data: 0.000185 seconds (141 allocations: 13.211 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -3384.285626366157 || Iter Time:0.01316690444946289 || Total time:58.60006141662598 Iteration: 1984 || Clusters count: 13 || Log posterior: -3368.600912845877 || Iter Time:0.03593301773071289 || Total time:58.63599443435669 Loading and distributing data: 0.000192 seconds (141 allocations: 13.211 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -3372.679086355811 || Iter Time:0.01164698600769043 || Total time:58.64764142036438 Iteration: 1986 || Clusters count: 13 || Log posterior: -3361.851892201253 || Iter Time:0.03535103797912598 || Total time:58.682992458343506 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -3351.3636762652905 || Iter Time:0.012463808059692383 || Total time:58.6954562664032 Iteration: 1988 || Clusters count: 13 || Log posterior: -3331.8815729482208 || Iter Time:0.03980088233947754 || Total time:58.735257148742676 Loading and distributing data: 0.000198 seconds (141 allocations: 13.211 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -3345.070980447986 || Iter Time:0.013869047164916992 || Total time:58.74912619590759 Iteration: 1990 || Clusters count: 13 || Log posterior: -3332.669603763967 || Iter Time:0.03593301773071289 || Total time:58.785059213638306 Loading and distributing data: 0.000202 seconds (141 allocations: 13.211 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -3397.916820886076 || Iter Time:0.014639139175415039 || Total time:58.79969835281372 Iteration: 1992 || Clusters count: 13 || Log posterior: -3381.9925018353165 || Iter Time:0.0351409912109375 || Total time:58.83483934402466 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -3397.7087781448763 || Iter Time:0.013813972473144531 || Total time:58.8486533164978 Iteration: 1994 || Clusters count: 13 || Log posterior: -3364.9273960766777 || Iter Time:0.03709602355957031 || Total time:58.88574934005737 Loading and distributing data: 0.000242 seconds (141 allocations: 13.211 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -3374.439448170588 || Iter Time:0.1846609115600586 || Total time:59.07041025161743 Iteration: 1996 || Clusters count: 13 || Log posterior: -3361.430205919091 || Iter Time:0.039678096771240234 || Total time:59.11008834838867 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -3369.236471637127 || Iter Time:0.01447296142578125 || Total time:59.12456130981445 Iteration: 1998 || Clusters count: 13 || Log posterior: -3348.0637531188822 || Iter Time:0.03762984275817871 || Total time:59.16219115257263 Loading and distributing data: 0.000199 seconds (141 allocations: 13.211 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -3337.885975343111 || Iter Time:0.014145851135253906 || Total time:59.176337003707886 Iteration: 2000 || Clusters count: 13 || Log posterior: -3321.3775060326298 || Iter Time:0.03492903709411621 || Total time:59.211266040802 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -3385.660178805591 || Iter Time:0.01555180549621582 || Total time:59.22681784629822 Iteration: 2002 || Clusters count: 13 || Log posterior: -3363.3286300462983 || Iter Time:0.03544020652770996 || Total time:59.26225805282593 Loading and distributing data: 0.000214 seconds (141 allocations: 13.211 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3399.1038363045805 || Iter Time:0.014128923416137695 || Total time:59.276386976242065 Iteration: 2004 || Clusters count: 13 || Log posterior: -3382.0555577052583 || Iter Time:0.03416013717651367 || Total time:59.31054711341858 Loading and distributing data: 0.000205 seconds (141 allocations: 13.211 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -3341.5018010087183 || Iter Time:0.013398170471191406 || Total time:59.32394528388977 Iteration: 2006 || Clusters count: 13 || Log posterior: -3332.8247812195054 || Iter Time:0.03529691696166992 || Total time:59.35924220085144 Loading and distributing data: 0.000188 seconds (141 allocations: 13.211 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -3334.500349530209 || Iter Time:0.012930154800415039 || Total time:59.372172355651855 Iteration: 2008 || Clusters count: 13 || Log posterior: -3318.9998763451567 || Iter Time:0.03395199775695801 || Total time:59.40612435340881 Loading and distributing data: 0.000195 seconds (141 allocations: 13.211 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3349.4320128486547 || Iter Time:0.012944936752319336 || Total time:59.41906929016113 Iteration: 2010 || Clusters count: 13 || Log posterior: -3318.055509432821 || Iter Time:0.03349184989929199 || Total time:59.452561140060425 Loading and distributing data: 0.000181 seconds (141 allocations: 13.211 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3344.185360081335 || Iter Time:0.014187812805175781 || Total time:59.4667489528656 Iteration: 2012 || Clusters count: 13 || Log posterior: -3313.4689352543373 || Iter Time:0.03300905227661133 || Total time:59.49975800514221 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3405.6103055757235 || Iter Time:0.013960123062133789 || Total time:59.513718128204346 Iteration: 2014 || Clusters count: 13 || Log posterior: -3378.3912104755277 || Iter Time:0.034594058990478516 || Total time:59.548312187194824 Loading and distributing data: 0.000210 seconds (141 allocations: 13.211 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3360.4850563777086 || Iter Time:0.013119935989379883 || Total time:59.561432123184204 Iteration: 2016 || Clusters count: 13 || Log posterior: -3332.9848372993747 || Iter Time:0.03655600547790527 || Total time:59.59798812866211 Loading and distributing data: 0.000206 seconds (141 allocations: 13.211 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3319.428462320554 || Iter Time:0.01367497444152832 || Total time:59.61166310310364 Iteration: 2018 || Clusters count: 13 || Log posterior: -3300.578522201888 || Iter Time:0.03287386894226074 || Total time:59.6445369720459 Loading and distributing data: 0.000194 seconds (141 allocations: 13.211 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3348.247407560512 || Iter Time:0.013175010681152344 || Total time:59.65771198272705 Iteration: 2020 || Clusters count: 13 || Log posterior: -3325.0985215325113 || Iter Time:0.03484916687011719 || Total time:59.69256114959717 Loading and distributing data: 0.000203 seconds (141 allocations: 13.211 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3327.425380971561 || Iter Time:0.012395858764648438 || Total time:59.704957008361816 Iteration: 2022 || Clusters count: 13 || Log posterior: -3311.061784921042 || Iter Time:0.03405404090881348 || Total time:59.73901104927063 Loading and distributing data: 0.000218 seconds (141 allocations: 13.211 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -3367.1219929539043 || Iter Time:0.011950969696044922 || Total time:59.750962018966675 Iteration: 2024 || Clusters count: 13 || Log posterior: -3345.330594207267 || Iter Time:0.03399491310119629 || Total time:59.78495693206787 Loading and distributing data: 0.000219 seconds (141 allocations: 13.211 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -3404.343094797551 || Iter Time:0.012140035629272461 || Total time:59.797096967697144 Iteration: 2026 || Clusters count: 13 || Log posterior: -3363.194928869415 || Iter Time:0.03886103630065918 || Total time:59.8359580039978 Loading and distributing data: 0.000246 seconds (141 allocations: 13.211 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -3377.1565288378038 || Iter Time:0.5368528366088867 || Total time:60.37281084060669 Iteration: 2028 || Clusters count: 13 || Log posterior: -3362.6720261746536 || Iter Time:0.03525114059448242 || Total time:60.40806198120117 Avg NMI: 0.9096333387557124 Full NMI: 0.899814760501737 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m49.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 227.64s PkgEval succeeded after 316.1s