Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.1244 (c841b5fe7d*) started at 2025-10-02T21:08:20.881 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.12s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.14.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 5.95s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 111.35s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_OQprbu/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_OQprbu/Manifest.toml` [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 v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.14.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.0 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.15 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.16.0+0 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.9.9 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.46.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.67.1+0 [3f19e933] p7zip_jll v17.6.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.041835 seconds (829.62 k allocations: 51.493 MiB, 99.92% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:17.37409496307373 || Total time:17.37409496307373 Iteration: 1 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.00547480583190918 || Total time:17.37956976890564 Iteration: 2 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005129098892211914 || Total time:17.38469886779785 Iteration: 3 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005123138427734375 || Total time:17.389822006225586 Iteration: 4 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.0051839351654052734 || Total time:17.39500594139099 Iteration: 5 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.01709580421447754 || Total time:17.41210174560547 Iteration: 6 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.06551694869995117 || Total time:17.47761869430542 Iteration: 7 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005925893783569336 || Total time:17.48354458808899 Iteration: 8 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.0052280426025390625 || Total time:17.48877263069153 Iteration: 9 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005199909210205078 || Total time:17.493972539901733 Iteration: 10 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005213022232055664 || Total time:17.49918556213379 Iteration: 11 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005095958709716797 || Total time:17.504281520843506 Iteration: 12 || Clusters count: 1 || Log posterior: -232948.56923629093 || Iter Time:0.005166053771972656 || Total time:17.50944757461548 Iteration: 13 || Clusters count: 2 || Log posterior: -232763.49605577678 || Iter Time:3.9982550144195557 || Total time:21.507702589035034 Iteration: 14 || Clusters count: 2 || Log posterior: -232778.6737412741 || Iter Time:0.005798816680908203 || Total time:21.513501405715942 Iteration: 15 || Clusters count: 2 || Log posterior: -232742.90521726792 || Iter Time:0.00551915168762207 || Total time:21.519020557403564 Iteration: 16 || Clusters count: 2 || Log posterior: -232751.57410119328 || Iter Time:0.005488157272338867 || Total time:21.524508714675903 Iteration: 17 || Clusters count: 2 || Log posterior: -232741.57893334283 || Iter Time:0.005584001541137695 || Total time:21.53009271621704 Iteration: 18 || Clusters count: 2 || Log posterior: -232795.826640005 || Iter Time:0.0053861141204833984 || Total time:21.535478830337524 Iteration: 19 || Clusters count: 2 || Log posterior: -232765.201640005 || Iter Time:0.0054168701171875 || Total time:21.540895700454712 Iteration: 20 || Clusters count: 2 || Log posterior: -232646.72411458293 || Iter Time:3.3807029724121094 || Total time:24.92159867286682 Loading and distributing data: 0.000658 seconds (128 allocations: 395.930 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233111.9532418866 || Iter Time:0.03398394584655762 || Total time:24.95558261871338 Iteration: 22 || Clusters count: 2 || Log posterior: -233096.7353560954 || Iter Time:0.005460977554321289 || Total time:24.9610435962677 Iteration: 23 || Clusters count: 2 || Log posterior: -233091.41801492465 || Iter Time:0.005630970001220703 || Total time:24.96667456626892 Iteration: 24 || Clusters count: 2 || Log posterior: -233075.91799455293 || Iter Time:0.005117893218994141 || Total time:24.971792459487915 Iteration: 25 || Clusters count: 2 || Log posterior: -233045.64565291977 || Iter Time:0.0052490234375 || Total time:24.977041482925415 Iteration: 26 || Clusters count: 2 || Log posterior: -233061.67582742465 || Iter Time:0.0057430267333984375 || Total time:24.982784509658813 Iteration: 27 || Clusters count: 2 || Log posterior: -233033.56968866984 || Iter Time:0.04886913299560547 || Total time:25.03165364265442 Iteration: 28 || Clusters count: 3 || Log posterior: -232937.7690731623 || Iter Time:0.007192134857177734 || Total time:25.038845777511597 Iteration: 29 || Clusters count: 3 || Log posterior: -232788.05099241962 || Iter Time:0.005877017974853516 || Total time:25.04472279548645 Iteration: 30 || Clusters count: 3 || Log posterior: -232739.57833553842 || Iter Time:0.006043910980224609 || Total time:25.050766706466675 Iteration: 31 || Clusters count: 3 || Log posterior: -232704.48922374338 || Iter Time:0.0059108734130859375 || Total time:25.05667757987976 Iteration: 32 || Clusters count: 3 || Log posterior: -232657.03020642142 || Iter Time:0.0061609745025634766 || Total time:25.062838554382324 Iteration: 33 || Clusters count: 3 || Log posterior: -232655.4933854907 || Iter Time:0.005903005599975586 || Total time:25.0687415599823 Iteration: 34 || Clusters count: 3 || Log posterior: -232618.18241402405 || Iter Time:0.00568699836730957 || Total time:25.07442855834961 Iteration: 35 || Clusters count: 3 || Log posterior: -232611.59612595598 || Iter Time:0.005636930465698242 || Total time:25.080065488815308 Iteration: 36 || Clusters count: 3 || Log posterior: -232578.21556184077 || Iter Time:0.005610942840576172 || Total time:25.085676431655884 Iteration: 37 || Clusters count: 3 || Log posterior: -232574.92454594726 || Iter Time:0.005837917327880859 || Total time:25.091514348983765 Iteration: 38 || Clusters count: 3 || Log posterior: -232564.88133275052 || Iter Time:0.005584001541137695 || Total time:25.097098350524902 Iteration: 39 || Clusters count: 3 || Log posterior: -232569.94287982737 || Iter Time:0.005630016326904297 || Total time:25.102728366851807 Iteration: 40 || Clusters count: 3 || Log posterior: -232560.26603960447 || Iter Time:0.005570173263549805 || Total time:25.108298540115356 Iteration: 41 || Clusters count: 3 || Log posterior: -232485.0473785518 || Iter Time:0.00557708740234375 || Total time:25.1138756275177 Loading and distributing data: 0.000578 seconds (128 allocations: 395.930 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262353.48895049246 || Iter Time:0.0059130191802978516 || Total time:25.119788646697998 Iteration: 43 || Clusters count: 4 || Log posterior: -261889.8654957524 || Iter Time:0.006862163543701172 || Total time:25.1266508102417 Iteration: 44 || Clusters count: 4 || Log posterior: -261791.5135858379 || Iter Time:0.00616002082824707 || Total time:25.132810831069946 Iteration: 45 || Clusters count: 4 || Log posterior: -261772.04914466845 || Iter Time:0.006103992462158203 || Total time:25.138914823532104 Iteration: 46 || Clusters count: 4 || Log posterior: -261776.94881808225 || Iter Time:0.00716710090637207 || Total time:25.146081924438477 Iteration: 47 || Clusters count: 4 || Log posterior: -261774.63666286942 || Iter Time:0.007112979888916016 || Total time:25.153194904327393 Iteration: 48 || Clusters count: 4 || Log posterior: -261788.14816356907 || Iter Time:0.007369041442871094 || Total time:25.160563945770264 Iteration: 49 || Clusters count: 4 || Log posterior: -261787.33108168404 || Iter Time:0.007096052169799805 || Total time:25.167659997940063 Iteration: 50 || Clusters count: 4 || Log posterior: -261782.81708216193 || Iter Time:0.0399630069732666 || Total time:25.20762300491333 Iteration: 51 || Clusters count: 4 || Log posterior: -261781.8980898532 || Iter Time:0.006257057189941406 || Total time:25.21388006210327 Iteration: 52 || Clusters count: 4 || Log posterior: -261764.16093234168 || Iter Time:0.006152153015136719 || Total time:25.220032215118408 Iteration: 53 || Clusters count: 4 || Log posterior: -261782.13809103952 || Iter Time:0.008117198944091797 || Total time:25.2281494140625 Iteration: 54 || Clusters count: 4 || Log posterior: -261799.59938957906 || Iter Time:0.006587028503417969 || Total time:25.234736442565918 Iteration: 55 || Clusters count: 5 || Log posterior: -261450.6052229665 || Iter Time:0.008234977722167969 || Total time:25.242971420288086 Iteration: 56 || Clusters count: 5 || Log posterior: -261422.1796426756 || Iter Time:0.0066030025482177734 || Total time:25.249574422836304 Iteration: 57 || Clusters count: 5 || Log posterior: -261394.4243433345 || Iter Time:0.00666499137878418 || Total time:25.256239414215088 Iteration: 58 || Clusters count: 6 || Log posterior: -261059.1072028969 || Iter Time:0.00820779800415039 || Total time:25.26444721221924 Iteration: 59 || Clusters count: 6 || Log posterior: -260978.1556765798 || Iter Time:0.899090051651001 || Total time:26.16353726387024 Iteration: 60 || Clusters count: 6 || Log posterior: -260971.35593144438 || Iter Time:0.007515907287597656 || Total time:26.171053171157837 Iteration: 61 || Clusters count: 6 || Log posterior: -260962.85126097777 || Iter Time:0.007256031036376953 || Total time:26.178309202194214 Iteration: 62 || Clusters count: 6 || Log posterior: -260909.42039697245 || Iter Time:0.006844997406005859 || Total time:26.18515419960022 Loading and distributing data: 0.000539 seconds (128 allocations: 395.930 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260915.1037908858 || Iter Time:0.00881505012512207 || Total time:26.193969249725342 Iteration: 64 || Clusters count: 7 || Log posterior: -260721.69902648692 || Iter Time:0.007697105407714844 || Total time:26.201666355133057 Iteration: 65 || Clusters count: 7 || Log posterior: -260698.27435059592 || Iter Time:0.0075418949127197266 || Total time:26.209208250045776 Iteration: 66 || Clusters count: 7 || Log posterior: -260707.20456662995 || Iter Time:0.008395910263061523 || Total time:26.217604160308838 Iteration: 67 || Clusters count: 7 || Log posterior: -260699.84656383647 || Iter Time:0.00917506217956543 || Total time:26.226779222488403 Iteration: 68 || Clusters count: 7 || Log posterior: -260715.133970346 || Iter Time:0.027045011520385742 || Total time:26.25382423400879 Iteration: 69 || Clusters count: 7 || Log posterior: -260694.76014395742 || Iter Time:0.007315874099731445 || Total time:26.26114010810852 Iteration: 70 || Clusters count: 9 || Log posterior: -260417.67726597932 || Iter Time:0.009683847427368164 || Total time:26.27082395553589 Iteration: 71 || Clusters count: 9 || Log posterior: -260222.52431915354 || Iter Time:0.008178949356079102 || Total time:26.279002904891968 Iteration: 72 || Clusters count: 9 || Log posterior: -260143.09313615234 || Iter Time:0.008168935775756836 || Total time:26.287171840667725 Iteration: 73 || Clusters count: 10 || Log posterior: -259781.4977685698 || Iter Time:0.009577035903930664 || Total time:26.296748876571655 Iteration: 74 || Clusters count: 10 || Log posterior: -259740.74897005397 || Iter Time:0.009124040603637695 || Total time:26.305872917175293 Iteration: 75 || Clusters count: 10 || Log posterior: -259722.73370498713 || Iter Time:0.009071111679077148 || Total time:26.31494402885437 Iteration: 76 || Clusters count: 10 || Log posterior: -259712.56468134504 || Iter Time:0.012939929962158203 || Total time:26.32788395881653 Iteration: 77 || Clusters count: 10 || Log posterior: -259727.75511429278 || Iter Time:0.008770942687988281 || Total time:26.336654901504517 Iteration: 78 || Clusters count: 10 || Log posterior: -259732.36184336428 || Iter Time:0.00926518440246582 || Total time:26.345920085906982 Iteration: 79 || Clusters count: 10 || Log posterior: -259723.1330742443 || Iter Time:0.009006023406982422 || Total time:26.354926109313965 Iteration: 80 || Clusters count: 10 || Log posterior: -259725.6028527646 || Iter Time:0.00916910171508789 || Total time:26.364095211029053 Iteration: 81 || Clusters count: 10 || Log posterior: -259705.69890915626 || Iter Time:0.02297687530517578 || Total time:26.38707208633423 Iteration: 82 || Clusters count: 10 || Log posterior: -259723.97256530175 || Iter Time:0.00892186164855957 || Total time:26.395993947982788 Iteration: 83 || Clusters count: 10 || Log posterior: -259656.05900296624 || Iter Time:0.00816798210144043 || Total time:26.40416193008423 Loading and distributing data: 0.000521 seconds (128 allocations: 395.930 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259399.07381213128 || Iter Time:0.008994102478027344 || Total time:26.413156032562256 Iteration: 85 || Clusters count: 13 || Log posterior: -258558.17925319742 || Iter Time:0.012811899185180664 || Total time:26.425967931747437 Iteration: 86 || Clusters count: 13 || Log posterior: -258374.91512478187 || Iter Time:0.023685932159423828 || Total time:26.44965386390686 Iteration: 87 || Clusters count: 13 || Log posterior: -258334.9336903083 || Iter Time:0.010699033737182617 || Total time:26.460352897644043 Iteration: 88 || Clusters count: 13 || Log posterior: -258341.35060167368 || Iter Time:0.011137962341308594 || Total time:26.47149085998535 Iteration: 89 || Clusters count: 13 || Log posterior: -258365.5775814373 || Iter Time:0.01100611686706543 || Total time:26.482496976852417 Iteration: 90 || Clusters count: 13 || Log posterior: -258361.62566761542 || Iter Time:0.015483856201171875 || Total time:26.49798083305359 Iteration: 91 || Clusters count: 13 || Log posterior: -258334.78014681337 || Iter Time:0.01058197021484375 || Total time:26.508562803268433 Iteration: 92 || Clusters count: 13 || Log posterior: -258352.29220836394 || Iter Time:0.011229991912841797 || Total time:26.519792795181274 Iteration: 93 || Clusters count: 13 || Log posterior: -258360.10901174674 || Iter Time:0.010762929916381836 || Total time:26.530555725097656 Iteration: 94 || Clusters count: 13 || Log posterior: -258363.673315338 || Iter Time:0.010567903518676758 || Total time:26.541123628616333 Iteration: 95 || Clusters count: 13 || Log posterior: -258342.6294759726 || Iter Time:0.010914087295532227 || Total time:26.552037715911865 Iteration: 96 || Clusters count: 13 || Log posterior: -258336.5200198682 || Iter Time:0.011072158813476562 || Total time:26.563109874725342 Iteration: 97 || Clusters count: 14 || Log posterior: -258017.48115373048 || Iter Time:0.017104148864746094 || Total time:26.580214023590088 Iteration: 98 || Clusters count: 14 || Log posterior: -257992.64659885896 || Iter Time:0.010812044143676758 || Total time:26.591026067733765 Iteration: 99 || Clusters count: 14 || Log posterior: -258023.97517997754 || Iter Time:0.011382102966308594 || Total time:26.602408170700073 Iteration: 100 || Clusters count: 14 || Log posterior: -258002.4320776688 || Iter Time:0.013804912567138672 || Total time:26.616213083267212 Iteration: 101 || Clusters count: 14 || Log posterior: -257989.96741641682 || Iter Time:0.013842105865478516 || Total time:26.63005518913269 Iteration: 102 || Clusters count: 14 || Log posterior: -258038.36959249218 || Iter Time:0.017945051193237305 || Total time:26.648000240325928 Iteration: 103 || Clusters count: 14 || Log posterior: -258016.43415629788 || Iter Time:0.013375997543334961 || Total time:26.661376237869263 Iteration: 104 || Clusters count: 14 || Log posterior: -257973.9567363771 || Iter Time:0.012359142303466797 || Total time:26.67373538017273 Loading and distributing data: 0.000535 seconds (128 allocations: 395.930 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -256946.6937297106 || Iter Time:0.018709897994995117 || Total time:26.692445278167725 Iteration: 106 || Clusters count: 18 || Log posterior: -256480.09486893352 || Iter Time:0.013378143310546875 || Total time:26.70582342147827 Iteration: 107 || Clusters count: 18 || Log posterior: -256447.20388236362 || Iter Time:0.013772010803222656 || Total time:26.719595432281494 Iteration: 108 || Clusters count: 18 || Log posterior: -256437.3623748526 || Iter Time:0.013571977615356445 || Total time:26.73316740989685 Iteration: 109 || Clusters count: 18 || Log posterior: -256437.22400337367 || Iter Time:0.013264894485473633 || Total time:26.746432304382324 Iteration: 110 || Clusters count: 18 || Log posterior: -256426.55122310057 || Iter Time:0.01704096794128418 || Total time:26.76347327232361 Iteration: 111 || Clusters count: 18 || Log posterior: -256429.50010247887 || Iter Time:0.013013124465942383 || Total time:26.77648639678955 Iteration: 112 || Clusters count: 18 || Log posterior: -256442.22002981958 || Iter Time:0.01477503776550293 || Total time:26.791261434555054 Iteration: 113 || Clusters count: 18 || Log posterior: -256425.73799275124 || Iter Time:0.018176794052124023 || Total time:26.809438228607178 Iteration: 114 || Clusters count: 18 || Log posterior: -256439.6863219382 || Iter Time:0.015198945999145508 || Total time:26.824637174606323 Iteration: 115 || Clusters count: 18 || Log posterior: -256437.37599016508 || Iter Time:0.01498103141784668 || Total time:26.83961820602417 Iteration: 116 || Clusters count: 18 || Log posterior: -256430.90314009704 || Iter Time:0.014677047729492188 || Total time:26.854295253753662 Iteration: 117 || Clusters count: 18 || Log posterior: -256440.50541578344 || Iter Time:0.018976926803588867 || Total time:26.87327218055725 Iteration: 118 || Clusters count: 18 || Log posterior: -256441.75605753786 || Iter Time:0.016914844512939453 || Total time:26.89018702507019 Iteration: 119 || Clusters count: 18 || Log posterior: -256430.69525903443 || Iter Time:0.016516923904418945 || Total time:26.90670394897461 Iteration: 120 || Clusters count: 18 || Log posterior: -256446.3850319353 || Iter Time:0.02107405662536621 || Total time:26.927778005599976 Iteration: 121 || Clusters count: 18 || Log posterior: -256442.71912916197 || Iter Time:0.024205923080444336 || Total time:26.95198392868042 Iteration: 122 || Clusters count: 18 || Log posterior: -256447.68543400874 || Iter Time:0.020256996154785156 || Total time:26.972240924835205 Iteration: 123 || Clusters count: 18 || Log posterior: -256442.55018136575 || Iter Time:0.021458148956298828 || Total time:26.993699073791504 Iteration: 124 || Clusters count: 18 || Log posterior: -256442.68450431005 || Iter Time:0.025724172592163086 || Total time:27.019423246383667 Iteration: 125 || Clusters count: 18 || Log posterior: -256425.22245355597 || Iter Time:0.02090907096862793 || Total time:27.040332317352295 Loading and distributing data: 0.000533 seconds (128 allocations: 395.930 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255861.46975525908 || Iter Time:0.021990060806274414 || Total time:27.06232237815857 Iteration: 127 || Clusters count: 20 || Log posterior: -255751.30169949835 || Iter Time:0.024480819702148438 || Total time:27.086803197860718 Iteration: 128 || Clusters count: 20 || Log posterior: -255751.78475805942 || Iter Time:0.02074408531188965 || Total time:27.107547283172607 Iteration: 129 || Clusters count: 20 || Log posterior: -255749.67454282363 || Iter Time:0.020509958267211914 || Total time:27.12805724143982 Iteration: 130 || Clusters count: 20 || Log posterior: -255750.61471964844 || Iter Time:0.024381160736083984 || Total 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time:27.481935262680054 Iteration: 145 || Clusters count: 20 || Log posterior: -255750.52385197926 || Iter Time:0.02427506446838379 || Total time:27.506210327148438 Iteration: 146 || Clusters count: 20 || Log posterior: -255740.81089601232 || Iter Time:0.022676944732666016 || Total time:27.528887271881104 Loading and distributing data: 0.000584 seconds (128 allocations: 395.930 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255715.60671792887 || Iter Time:0.028484821319580078 || Total time:27.557372093200684 Iteration: 148 || Clusters count: 20 || Log posterior: -255660.55281482756 || Iter Time:0.02619194984436035 || Total time:27.583564043045044 Iteration: 149 || Clusters count: 20 || Log posterior: -255656.08226500408 || Iter Time:0.030450820922851562 || Total time:27.614014863967896 Iteration: 150 || Clusters count: 20 || Log posterior: -255655.15947470072 || Iter Time:0.025810956954956055 || Total time:27.63982582092285 Iteration: 151 || Clusters count: 20 || Log posterior: -255658.0881956787 || Iter Time:0.02602386474609375 || Total time:27.665849685668945 Iteration: 152 || Clusters count: 20 || Log posterior: -255658.25045931747 || Iter Time:0.0304410457611084 || Total time:27.696290731430054 Iteration: 153 || Clusters count: 20 || Log posterior: -255663.0825588497 || Iter Time:0.025339126586914062 || Total time:27.721629858016968 Iteration: 154 || Clusters count: 20 || Log posterior: -255662.31069713607 || Iter Time:0.0254518985748291 || Total time:27.747081756591797 Iteration: 155 || Clusters count: 20 || Log posterior: -255657.6642444956 || Iter Time:0.030337095260620117 || Total time:27.777418851852417 Iteration: 156 || Clusters count: 20 || Log posterior: -255657.6642444956 || Iter Time:0.025382041931152344 || Total time:27.80280089378357 Iteration: 157 || Clusters count: 20 || Log posterior: -255661.95401943932 || Iter Time:0.029088973999023438 || Total time:27.831889867782593 Iteration: 158 || Clusters count: 20 || Log posterior: -255661.57744510984 || Iter Time:0.025127887725830078 || Total time:27.857017755508423 Iteration: 159 || Clusters count: 20 || Log posterior: -255664.6473340789 || Iter Time:0.02581310272216797 || Total time:27.88283085823059 Iteration: 160 || Clusters count: 20 || Log posterior: -255669.3589843578 || Iter Time:0.029868125915527344 || Total time:27.912698984146118 Iteration: 161 || Clusters count: 20 || Log posterior: -255664.234041613 || Iter Time:0.025747060775756836 || Total time:27.938446044921875 Iteration: 162 || Clusters count: 20 || Log posterior: -255656.42535775073 || Iter Time:0.030074119567871094 || Total time:27.968520164489746 Iteration: 163 || Clusters count: 20 || Log posterior: -255662.38190345623 || Iter Time:0.02634406089782715 || Total time:27.994864225387573 Iteration: 164 || Clusters count: 20 || Log posterior: -255659.9287423391 || Iter Time:0.03153491020202637 || Total time:28.0263991355896 Iteration: 165 || Clusters count: 20 || Log posterior: -255656.86745413792 || Iter Time:0.03363609313964844 || Total time:28.060035228729248 Iteration: 166 || Clusters count: 20 || Log posterior: -255658.66292932312 || Iter Time:0.029213905334472656 || Total time:28.08924913406372 Iteration: 167 || Clusters count: 20 || Log posterior: -255654.9396163476 || Iter Time:0.027261018753051758 || Total time:28.116510152816772 Loading and distributing data: 0.000859 seconds (128 allocations: 395.930 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255992.7118285448 || Iter Time:0.02460002899169922 || Total time:28.14111018180847 Iteration: 169 || Clusters count: 20 || Log posterior: -255942.3077505148 || Iter Time:0.02144598960876465 || Total time:28.162556171417236 Iteration: 170 || Clusters count: 20 || Log posterior: -255928.4152621762 || Iter Time:0.025269031524658203 || Total time:28.187825202941895 Iteration: 171 || Clusters count: 20 || Log posterior: -255915.93036388824 || Iter Time:0.022031068801879883 || Total 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time:28.551335096359253 Iteration: 186 || Clusters count: 20 || Log posterior: -255926.1119863158 || Iter Time:0.026319026947021484 || Total time:28.577654123306274 Iteration: 187 || Clusters count: 20 || Log posterior: -255927.81994741876 || Iter Time:0.029980897903442383 || Total time:28.607635021209717 Iteration: 188 || Clusters count: 20 || Log posterior: -255913.5827116123 || Iter Time:0.023607969284057617 || Total time:28.631242990493774 Loading and distributing data: 0.000957 seconds (128 allocations: 395.930 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256097.5869696643 || Iter Time:0.02884387969970703 || Total time:28.66008687019348 Iteration: 190 || Clusters count: 20 || Log posterior: -256086.83580331402 || Iter Time:0.022639036178588867 || Total time:28.68272590637207 Iteration: 191 || Clusters count: 20 || Log posterior: -256082.36990525946 || Iter Time:0.023646116256713867 || Total time:28.706372022628784 Iteration: 192 || Clusters count: 20 || Log posterior: -256082.22554079426 || Iter Time:0.026504993438720703 || Total time:28.732877016067505 Iteration: 193 || Clusters count: 20 || Log posterior: -256080.21638224233 || Iter Time:0.023244142532348633 || Total time:28.756121158599854 Iteration: 194 || Clusters count: 20 || Log posterior: -256091.6882058113 || Iter Time:0.023389101028442383 || Total time:28.779510259628296 Iteration: 195 || Clusters count: 20 || Log posterior: -256079.39862788975 || Iter Time:0.027409076690673828 || Total time:28.80691933631897 Iteration: 196 || Clusters count: 20 || Log posterior: -256075.3536600646 || Iter Time:0.02306199073791504 || Total time:28.829981327056885 Iteration: 197 || Clusters count: 20 || Log posterior: -256078.94592516328 || Iter Time:0.023233890533447266 || Total time:28.853215217590332 Iteration: 198 || Clusters count: 20 || Log posterior: -256086.4338393682 || Iter Time:0.026182889938354492 || Total time:28.879398107528687 Iteration: 199 || Clusters count: 20 || Log posterior: -256081.9604497491 || Iter Time:0.022813796997070312 || Total time:28.902211904525757 Iteration: 200 || Clusters count: 20 || Log posterior: -256087.63580962195 || Iter Time:0.02580714225769043 || Total time:28.928019046783447 Iteration: 201 || Clusters count: 20 || Log posterior: -256094.9526398401 || Iter Time:0.02332592010498047 || Total time:28.951344966888428 Iteration: 202 || Clusters count: 20 || Log posterior: -256079.5629716372 || Iter Time:0.02251291275024414 || Total time:28.973857879638672 Iteration: 203 || Clusters count: 20 || Log posterior: -256079.0013996253 || Iter Time:0.02727985382080078 || Total time:29.001137733459473 Iteration: 204 || Clusters count: 20 || Log posterior: -256080.2882868587 || Iter Time:0.02552199363708496 || Total time:29.026659727096558 Iteration: 205 || Clusters count: 20 || Log posterior: -256077.3738136796 || Iter Time:0.024892091751098633 || Total time:29.051551818847656 Iteration: 206 || Clusters count: 20 || Log posterior: -256080.93777885157 || Iter Time:0.03032684326171875 || Total time:29.081878662109375 Iteration: 207 || Clusters count: 20 || Log posterior: -256080.0370880444 || Iter Time:0.02666306495666504 || Total time:29.10854172706604 Iteration: 208 || Clusters count: 20 || Log posterior: -256081.04547857924 || Iter Time:0.029427051544189453 || Total time:29.13796877861023 Iteration: 209 || Clusters count: 20 || Log posterior: -256073.85384273517 || Iter Time:0.02361917495727539 || Total time:29.161587953567505 NMI: 0.7589860766498554 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m35.4s [41118, 52113, 2590, 37586, 212932, 42558, 55784, 31597, 9723, 10615, 19428, 16689, 51886, 42725, 127420, 65120, 106437, 63087, 7596, 2996] Loading and distributing data: 0.000197 seconds (128 allocations: 13.117 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:4.776542901992798 || Total time:4.776542901992798 Iteration: 1 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.002146005630493164 || Total time:4.778688907623291 Iteration: 2 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.001405954360961914 || Total time:4.780094861984253 Iteration: 3 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.0012209415435791016 || Total time:4.781315803527832 Iteration: 4 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.0012631416320800781 || Total time:4.782578945159912 Iteration: 5 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.001252889633178711 || Total time:4.783831834793091 Iteration: 6 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.0012111663818359375 || Total time:4.785043001174927 Iteration: 7 || Clusters count: 1 || Log posterior: -6342.869052448799 || Iter Time:0.0012581348419189453 || Total time:4.786301136016846 Iteration: 8 || Clusters count: 2 || Log posterior: -6211.4813815002235 || Iter Time:0.15640497207641602 || Total time:4.942706108093262 Iteration: 9 || Clusters count: 2 || Log posterior: -6214.566841458378 || Iter Time:0.0019381046295166016 || Total time:4.944644212722778 Iteration: 10 || Clusters count: 2 || Log posterior: -6216.379050158388 || Iter Time:0.0017049312591552734 || Total time:4.946349143981934 Iteration: 11 || Clusters count: 2 || Log posterior: -6216.964933376905 || Iter Time:0.0016129016876220703 || Total time:4.947962045669556 Iteration: 12 || Clusters count: 2 || Log posterior: -6215.825757532811 || Iter Time:0.0016798973083496094 || Total time:4.949641942977905 Iteration: 13 || Clusters count: 2 || Log posterior: -6213.660392585605 || Iter Time:0.0016579627990722656 || Total time:4.9512999057769775 Iteration: 14 || Clusters count: 2 || Log posterior: -6220.688256185399 || Iter Time:0.0016210079193115234 || Total time:4.952920913696289 Iteration: 15 || Clusters count: 2 || Log posterior: -6231.129987199316 || Iter Time:0.0016069412231445312 || Total time:4.954527854919434 Iteration: 16 || Clusters count: 2 || Log posterior: -6220.169787722908 || Iter Time:0.0015921592712402344 || Total time:4.956120014190674 Iteration: 17 || Clusters count: 2 || Log posterior: -6213.3127248882065 || Iter Time:0.001622915267944336 || Total time:4.957742929458618 Iteration: 18 || Clusters count: 4 || Log posterior: -5969.376557726566 || Iter Time:0.5578639507293701 || Total time:5.515606880187988 Iteration: 19 || Clusters count: 4 || Log posterior: -5809.324297809273 || Iter Time:0.0027980804443359375 || Total time:5.518404960632324 Iteration: 20 || Clusters count: 4 || Log posterior: -5792.444224460987 || Iter Time:0.002863168716430664 || Total time:5.521268129348755 Iteration: 21 || Clusters count: 4 || Log posterior: -5826.224780779326 || Iter Time:0.002173185348510742 || Total time:5.523441314697266 Iteration: 22 || Clusters count: 4 || Log posterior: -5818.109290556262 || Iter Time:0.002279043197631836 || Total time:5.5257203578948975 Iteration: 23 || Clusters count: 4 || Log posterior: -5798.10293668726 || Iter Time:0.0027518272399902344 || Total time:5.528472185134888 Iteration: 24 || Clusters count: 4 || Log posterior: -5781.415481851178 || Iter Time:0.002610921859741211 || Total time:5.531083106994629 Iteration: 25 || Clusters count: 4 || Log posterior: -5809.86904801771 || Iter Time:0.0024590492248535156 || Total time:5.533542156219482 Iteration: 26 || Clusters count: 4 || Log posterior: -5809.526594209019 || Iter Time:0.002701997756958008 || Total time:5.53624415397644 Iteration: 27 || Clusters count: 4 || Log posterior: -5819.241072546655 || Iter Time:0.0025510787963867188 || Total time:5.538795232772827 Iteration: 28 || Clusters count: 6 || Log posterior: -5633.847781696932 || Iter Time:0.006073951721191406 || Total time:5.5448691844940186 Iteration: 29 || Clusters count: 6 || Log posterior: -5580.112773961862 || Iter Time:0.0033800601959228516 || Total time:5.548249244689941 Iteration: 30 || Clusters count: 6 || Log posterior: -5356.604366119986 || Iter Time:1.1319208145141602 || Total time:6.680170059204102 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 6, 6, 6, 6] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 6, 6, 6, 6] Loading and distributing data: 0.000183 seconds (128 allocations: 13.117 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5128.442600644853 || Iter Time:0.029812097549438477 || Total time:6.70998215675354 Iteration: 32 || Clusters count: 7 || Log posterior: -5000.314774575591 || Iter Time:0.00613093376159668 || Total time:6.716113090515137 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -3890.2296593243827 || Iter Time:0.0034189224243164062 || Total time:6.719532012939453 Iteration: 34 || Clusters count: 7 || Log posterior: -3805.4978060465346 || Iter Time:0.005982875823974609 || Total time:6.725514888763428 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -3502.541102992759 || Iter Time:0.0034439563751220703 || Total time:6.72895884513855 Iteration: 36 || Clusters count: 7 || Log posterior: -3432.0793192990586 || Iter Time:0.006129026412963867 || Total time:6.735087871551514 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -3436.650309685518 || Iter Time:0.003545045852661133 || Total time:6.738632917404175 Iteration: 38 || Clusters count: 7 || Log posterior: -3393.4255394734423 || Iter Time:0.006211996078491211 || Total time:6.744844913482666 Loading and distributing data: 0.000111 seconds (128 allocations: 13.117 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -3471.736681883839 || Iter Time:0.00362396240234375 || Total time:6.74846887588501 Iteration: 40 || Clusters count: 7 || Log posterior: -3405.3994869666412 || Iter Time:0.006233930587768555 || Total time:6.754702806472778 Loading and distributing data: 0.000129 seconds (128 allocations: 13.117 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -3392.7632525246113 || Iter Time:0.004722118377685547 || Total time:6.759424924850464 Iteration: 42 || Clusters count: 8 || Log posterior: -3330.339734559044 || Iter Time:0.006693124771118164 || Total time:6.766118049621582 Loading and distributing data: 0.000111 seconds (128 allocations: 13.117 KiB) Iteration: 43 || Clusters count: 10 || Log posterior: -3249.8865192390863 || Iter Time:0.005529880523681641 || Total time:6.771647930145264 Iteration: 44 || Clusters count: 10 || Log posterior: -3182.626638861204 || Iter Time:0.008143901824951172 || Total time:6.779791831970215 Loading and distributing data: 0.000109 seconds (128 allocations: 13.117 KiB) Iteration: 45 || Clusters count: 10 || Log posterior: -3205.7476805693886 || Iter Time:0.004553079605102539 || Total time:6.784344911575317 Iteration: 46 || Clusters count: 10 || Log posterior: -3151.1467400455685 || Iter Time:0.10087203979492188 || Total time:6.885216951370239 Loading and distributing data: 0.000124 seconds (128 allocations: 13.117 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -3200.9777174948767 || Iter Time:0.005590915679931641 || Total time:6.890807867050171 Iteration: 48 || Clusters count: 10 || Log posterior: -3132.972059788668 || Iter Time:0.009067058563232422 || Total time:6.899874925613403 Loading and distributing 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60 || Clusters count: 11 || Log posterior: -2999.14877580228 || Iter Time:0.011442899703979492 || Total time:7.006887674331665 Loading and distributing data: 0.000115 seconds (128 allocations: 13.117 KiB) Iteration: 61 || Clusters count: 11 || Log posterior: -3028.0536826529637 || Iter Time:0.00796198844909668 || Total time:7.014849662780762 Iteration: 62 || Clusters count: 11 || Log posterior: -2991.1746999415864 || Iter Time:0.010883808135986328 || Total time:7.025733470916748 Loading and distributing data: 0.000109 seconds (128 allocations: 13.117 KiB) Iteration: 63 || Clusters count: 11 || Log posterior: -3029.7385322543364 || Iter Time:0.008742094039916992 || Total time:7.034475564956665 Iteration: 64 || Clusters count: 11 || Log posterior: -2990.3061415080683 || Iter Time:0.013053178787231445 || Total time:7.0475287437438965 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 65 || Clusters count: 11 || Log posterior: -3023.268794943326 || 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Iteration: 71 || Clusters count: 11 || Log posterior: -3034.2191966496193 || Iter Time:0.008633852005004883 || Total time:7.1203014850616455 Iteration: 72 || Clusters count: 11 || Log posterior: -2991.8331280791563 || Iter Time:0.012417078018188477 || Total time:7.132718563079834 Loading and distributing data: 0.000105 seconds (128 allocations: 13.117 KiB) Iteration: 73 || Clusters count: 11 || Log posterior: -3028.9392856482564 || Iter Time:0.009190082550048828 || Total time:7.141908645629883 Iteration: 74 || Clusters count: 11 || Log posterior: -2979.5831614751382 || Iter Time:0.01265716552734375 || Total time:7.154565811157227 Loading and distributing data: 0.000133 seconds (128 allocations: 13.148 KiB) Iteration: 75 || Clusters count: 11 || Log posterior: -3014.077962555785 || Iter Time:0.008978128433227539 || Total time:7.163543939590454 Iteration: 76 || Clusters count: 11 || Log posterior: -2987.668467193484 || Iter Time:0.012614011764526367 || Total time:7.1761579513549805 Loading and distributing data: 0.000107 seconds (128 allocations: 13.117 KiB) Iteration: 77 || Clusters count: 11 || Log posterior: -3028.1791835909767 || Iter Time:0.009354114532470703 || Total time:7.185512065887451 Iteration: 78 || Clusters count: 11 || Log posterior: -2992.786838376818 || Iter Time:0.012573003768920898 || Total time:7.198085069656372 Loading and distributing data: 0.000109 seconds (128 allocations: 13.117 KiB) Iteration: 79 || Clusters count: 11 || Log posterior: -3005.7508768928546 || Iter Time:0.009346961975097656 || Total time:7.20743203163147 Iteration: 80 || Clusters count: 11 || Log posterior: -2980.7673015065316 || Iter Time:0.012697219848632812 || Total time:7.2201292514801025 Loading and distributing data: 0.000115 seconds (128 allocations: 13.117 KiB) Iteration: 81 || Clusters count: 12 || Log posterior: -3081.2909996130006 || Iter Time:0.009550809860229492 || Total time:7.229680061340332 Iteration: 82 || Clusters count: 12 || Log posterior: -3025.152328784584 || Iter Time:0.012498855590820312 || Total time:7.242178916931152 Loading and distributing data: 0.000124 seconds (128 allocations: 13.117 KiB) Iteration: 83 || Clusters count: 13 || Log posterior: -3046.0144225970657 || Iter Time:0.009674072265625 || Total time:7.251852989196777 Iteration: 84 || Clusters count: 13 || Log posterior: -3009.3494399723804 || Iter Time:0.01308298110961914 || Total time:7.2649359703063965 Loading and distributing data: 0.000112 seconds (128 allocations: 13.117 KiB) Iteration: 85 || Clusters count: 13 || Log posterior: -3002.861303675305 || Iter Time:0.008816957473754883 || Total time:7.273752927780151 Iteration: 86 || Clusters count: 13 || Log posterior: -2975.960739994609 || Iter Time:0.013650894165039062 || Total time:7.28740382194519 Loading and distributing data: 0.000120 seconds (128 allocations: 13.117 KiB) Iteration: 87 || Clusters count: 13 || Log posterior: -2972.0667562679146 || Iter Time:0.00839996337890625 || Total 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-2984.334054020129 || Iter Time:0.010390043258666992 || Total time:7.366948843002319 Iteration: 94 || Clusters count: 13 || Log posterior: -2939.644397164337 || Iter Time:0.01631784439086914 || Total time:7.3832666873931885 Loading and distributing data: 0.000137 seconds (128 allocations: 13.117 KiB) Iteration: 95 || Clusters count: 13 || Log posterior: -2937.9580397014784 || Iter Time:0.011122941970825195 || Total time:7.394389629364014 Iteration: 96 || Clusters count: 13 || Log posterior: -2914.3231401522016 || Iter Time:0.01608896255493164 || Total time:7.410478591918945 Loading and distributing data: 0.000122 seconds (128 allocations: 13.117 KiB) Iteration: 97 || Clusters count: 13 || Log posterior: -3010.4703206051536 || Iter Time:0.011370182037353516 || Total time:7.421848773956299 Iteration: 98 || Clusters count: 13 || Log posterior: -2966.788439315002 || Iter Time:0.01647782325744629 || Total time:7.438326597213745 Loading and distributing data: 0.000115 seconds (128 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|| Total time:7.71845817565918 Iteration: 116 || Clusters count: 14 || Log posterior: -2953.635936388848 || Iter Time:0.01707005500793457 || Total time:7.735528230667114 Loading and distributing data: 0.000118 seconds (128 allocations: 13.117 KiB) Iteration: 117 || Clusters count: 14 || Log posterior: -2986.5634702781144 || Iter Time:0.012753009796142578 || Total time:7.748281240463257 Iteration: 118 || Clusters count: 14 || Log posterior: -2954.885037607041 || Iter Time:0.018136978149414062 || Total time:7.766418218612671 Loading and distributing data: 0.000133 seconds (128 allocations: 13.117 KiB) Iteration: 119 || Clusters count: 14 || Log posterior: -2988.0976300190778 || Iter Time:0.011821985244750977 || Total time:7.778240203857422 Iteration: 120 || Clusters count: 14 || Log posterior: -2952.6051889284886 || Iter Time:0.01687479019165039 || Total time:7.795114994049072 Loading and distributing data: 0.000119 seconds (128 allocations: 13.117 KiB) Iteration: 121 || Clusters count: 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Iteration: 393 || Clusters count: 15 || Log posterior: -2948.020529621494 || Iter Time:0.013629913330078125 || Total time:12.061088562011719 Iteration: 394 || Clusters count: 15 || Log posterior: -2924.3613180083094 || Iter Time:0.03602194786071777 || Total time:12.097110509872437 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 395 || Clusters count: 14 || Log posterior: -2928.8187409085426 || Iter Time:0.012585878372192383 || Total time:12.109696388244629 Iteration: 396 || Clusters count: 14 || Log posterior: -2900.226613403762 || Iter Time:0.016424179077148438 || Total time:12.126120567321777 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 397 || Clusters count: 14 || Log posterior: -2952.4711114755655 || Iter Time:0.012137889862060547 || Total time:12.138258457183838 Iteration: 398 || Clusters count: 14 || Log posterior: -2908.5110250131365 || Iter Time:0.016576051712036133 || Total 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|| Log posterior: -2945.02887552184 || Iter Time:0.017729997634887695 || Total time:12.242596626281738 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 405 || Clusters count: 15 || Log posterior: -2936.083212686596 || Iter Time:0.012574911117553711 || Total time:12.255171537399292 Iteration: 406 || Clusters count: 15 || Log posterior: -2898.848919626018 || Iter Time:0.017117023468017578 || Total time:12.27228856086731 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 407 || Clusters count: 14 || Log posterior: -2933.7932889713047 || Iter Time:0.013263940811157227 || Total time:12.285552501678467 Iteration: 408 || Clusters count: 14 || Log posterior: -2912.0305820368185 || Iter Time:0.016544103622436523 || Total time:12.302096605300903 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 409 || Clusters count: 14 || Log posterior: -2931.0625282377227 || Iter 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Iteration: 415 || Clusters count: 15 || Log posterior: -2983.545176036438 || Iter Time:0.012933015823364258 || Total time:12.428546667098999 Iteration: 416 || Clusters count: 14 || Log posterior: -2956.8432028528764 || Iter Time:0.01768779754638672 || Total time:12.446234464645386 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 417 || Clusters count: 14 || Log posterior: -2943.625420398341 || Iter Time:0.012538909912109375 || Total time:12.458773374557495 Iteration: 418 || Clusters count: 14 || Log posterior: -2907.6807133736825 || Iter Time:0.01619410514831543 || Total time:12.47496747970581 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 419 || Clusters count: 14 || Log posterior: -2961.5177419722777 || Iter Time:0.012964963912963867 || Total time:12.487932443618774 Iteration: 420 || Clusters count: 14 || Log posterior: -2939.815964102724 || Iter Time:0.01648402214050293 || Total time:12.504416465759277 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-2891.978418692554 || Iter Time:0.016788959503173828 || Total time:12.609878301620483 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 427 || Clusters count: 15 || Log posterior: -2960.8297768639322 || Iter Time:0.013181924819946289 || Total time:12.62306022644043 Iteration: 428 || Clusters count: 15 || Log posterior: -2917.265159534393 || Iter Time:0.016813039779663086 || Total time:12.639873266220093 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 429 || Clusters count: 14 || Log posterior: -2979.664942677673 || Iter Time:0.012353181838989258 || Total time:12.652226448059082 Iteration: 430 || Clusters count: 14 || Log posterior: -2944.6900230855194 || Iter Time:0.015501976013183594 || Total time:12.667728424072266 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 431 || Clusters count: 14 || Log posterior: -2930.701290143187 || Iter Time:0.011578083038330078 || 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Iteration: 487 || Clusters count: 14 || Log posterior: -2901.7187982451755 || Iter Time:0.01182103157043457 || Total time:13.529261589050293 Iteration: 488 || Clusters count: 14 || Log posterior: -2856.591756065544 || Iter Time:0.016279935836791992 || Total time:13.545541524887085 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 489 || Clusters count: 14 || Log posterior: -2935.6666874072166 || Iter Time:0.012205123901367188 || Total time:13.557746648788452 Iteration: 490 || Clusters count: 14 || Log posterior: -2910.6801159803667 || Iter Time:0.020329952239990234 || Total time:13.578076601028442 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 491 || Clusters count: 14 || Log posterior: -2953.9388859296905 || Iter Time:0.012191057205200195 || Total time:13.590267658233643 Iteration: 492 || Clusters count: 14 || Log posterior: -2927.542452451409 || Iter Time:0.017709970474243164 || Total 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Iteration: 509 || Clusters count: 14 || Log posterior: -3011.4798837353896 || Iter Time:0.011353015899658203 || Total time:13.86614727973938 Iteration: 510 || Clusters count: 14 || Log posterior: -2979.5257693556878 || Iter Time:0.01572704315185547 || Total time:13.881874322891235 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 511 || Clusters count: 15 || Log posterior: -3046.215647894014 || Iter Time:0.013456106185913086 || Total time:13.895330429077148 Iteration: 512 || Clusters count: 14 || Log posterior: -2993.0519361855677 || Iter Time:0.01559305191040039 || Total time:13.910923480987549 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 513 || Clusters count: 14 || Log posterior: -2954.7309811468135 || Iter Time:0.011988162994384766 || Total time:13.922911643981934 Iteration: 514 || Clusters count: 14 || Log posterior: -2910.175836414147 || Iter Time:0.01589202880859375 || Total 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Iteration: 531 || Clusters count: 14 || Log posterior: -2966.4628483670303 || Iter Time:0.012412071228027344 || Total time:14.201963901519775 Iteration: 532 || Clusters count: 14 || Log posterior: -2920.4210391144993 || Iter Time:0.01645517349243164 || Total time:14.218419075012207 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 533 || Clusters count: 14 || Log posterior: -2969.5818287843813 || Iter Time:0.013133049011230469 || Total time:14.231552124023438 Iteration: 534 || Clusters count: 14 || Log posterior: -2936.182658877284 || Iter Time:0.0177309513092041 || Total time:14.249283075332642 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 535 || Clusters count: 14 || Log posterior: -2995.523379877248 || Iter Time:0.013534784317016602 || Total time:14.262817859649658 Iteration: 536 || Clusters count: 14 || Log posterior: -2934.9558775738706 || Iter Time:0.017333984375 || Total time:14.280151844024658 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Iteration: 603 || Clusters count: 14 || Log posterior: -2874.1842694297216 || Iter Time:0.013854026794433594 || Total time:15.307286739349365 Iteration: 604 || Clusters count: 14 || Log posterior: -2842.9330134165166 || Iter Time:0.016371965408325195 || Total time:15.32365870475769 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 605 || Clusters count: 14 || Log posterior: -2882.80744853043 || Iter Time:0.012783050537109375 || Total time:15.3364417552948 Iteration: 606 || Clusters count: 14 || Log posterior: -2852.60141944784 || Iter Time:0.01661515235900879 || Total time:15.353056907653809 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 607 || Clusters count: 14 || Log posterior: -2955.8269923103444 || Iter Time:0.031250953674316406 || Total time:15.384307861328125 Iteration: 608 || Clusters count: 14 || Log posterior: -2900.7903046662327 || Iter Time:0.017194032669067383 || Total time:15.401501893997192 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|| Log posterior: -2948.9361571751992 || Iter Time:0.012104988098144531 || Total time:17.436428785324097 Iteration: 742 || Clusters count: 14 || Log posterior: -2899.5136549943472 || Iter Time:0.01670098304748535 || Total time:17.453129768371582 Loading and distributing data: 0.000142 seconds (129 allocations: 13.133 KiB) Iteration: 743 || Clusters count: 14 || Log posterior: -2952.8584151018135 || Iter Time:0.012655973434448242 || Total time:17.46578574180603 Iteration: 744 || Clusters count: 14 || Log posterior: -2904.4280165923747 || Iter Time:0.03670096397399902 || Total time:17.50248670578003 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 745 || Clusters count: 14 || Log posterior: -2929.6212243342075 || Iter Time:0.012663841247558594 || Total time:17.515150547027588 Iteration: 746 || Clusters count: 14 || Log posterior: -2911.4532609490625 || Iter Time:0.016994953155517578 || Total time:17.532145500183105 Loading and distributing data: 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Iteration: 758 || Clusters count: 14 || Log posterior: -2956.7145982958295 || Iter Time:0.016579151153564453 || Total time:17.70825695991516 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 759 || Clusters count: 14 || Log posterior: -2978.0616535299882 || Iter Time:0.013166189193725586 || Total time:17.721423149108887 Iteration: 760 || Clusters count: 14 || Log posterior: -2953.395984622351 || Iter Time:0.016345977783203125 || Total time:17.73776912689209 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 761 || Clusters count: 14 || Log posterior: -2952.66926778767 || Iter Time:0.01254892349243164 || Total time:17.75031805038452 Iteration: 762 || Clusters count: 14 || Log posterior: -2926.885045040912 || Iter Time:0.016090869903564453 || Total time:17.766408920288086 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 763 || Clusters count: 15 || Log posterior: 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(129 allocations: 13.133 KiB) Iteration: 769 || Clusters count: 14 || Log posterior: -3004.215171615422 || Iter Time:0.011250972747802734 || Total time:17.863892316818237 Iteration: 770 || Clusters count: 14 || Log posterior: -2957.4609458756536 || Iter Time:0.016238927841186523 || Total time:17.880131244659424 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 771 || Clusters count: 14 || Log posterior: -2991.7586118457716 || Iter Time:0.01256704330444336 || Total time:17.892698287963867 Iteration: 772 || Clusters count: 14 || Log posterior: -2975.6393405804383 || Iter Time:0.036824941635131836 || Total time:17.929523229599 Loading and distributing data: 0.000129 seconds (129 allocations: 13.164 KiB) Iteration: 773 || Clusters count: 14 || Log posterior: -3027.984901028789 || Iter Time:0.021313905715942383 || Total time:17.95083713531494 Iteration: 774 || Clusters count: 14 || Log posterior: -2980.3001239622586 || Iter Time:0.0261380672454834 || 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15 || Log posterior: -2914.997636545468 || Iter Time:0.01671600341796875 || Total time:18.065093278884888 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 781 || Clusters count: 15 || Log posterior: -2923.7303675157627 || Iter Time:0.012791156768798828 || Total time:18.077884435653687 Iteration: 782 || Clusters count: 15 || Log posterior: -2897.163661636696 || Iter Time:0.017192840576171875 || Total time:18.09507727622986 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 783 || Clusters count: 15 || Log posterior: -2952.466033665157 || Iter Time:0.012080192565917969 || Total time:18.107157468795776 Iteration: 784 || Clusters count: 14 || Log posterior: -2907.6822951961244 || Iter Time:0.016936063766479492 || Total time:18.124093532562256 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 785 || Clusters count: 14 || Log posterior: -2915.6734243536075 || Iter 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Iteration: 791 || Clusters count: 14 || Log posterior: -2953.530208259956 || Iter Time:0.013051033020019531 || Total time:18.224656105041504 Iteration: 792 || Clusters count: 14 || Log posterior: -2919.5698962979586 || Iter Time:0.016752958297729492 || Total time:18.241409063339233 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 793 || Clusters count: 14 || Log posterior: -2978.578124656884 || Iter Time:0.012601852416992188 || Total time:18.254010915756226 Iteration: 794 || Clusters count: 14 || Log posterior: -2934.9549733619574 || Iter Time:0.016562938690185547 || Total time:18.27057385444641 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 795 || Clusters count: 14 || Log posterior: -3000.004408722086 || Iter Time:0.01235198974609375 || Total time:18.282925844192505 Iteration: 796 || Clusters count: 14 || Log posterior: -2954.0469258409007 || Iter Time:0.016695022583007812 || Total 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|| Log posterior: -2938.30205340991 || Iter Time:0.016340017318725586 || Total time:18.40702199935913 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 803 || Clusters count: 14 || Log posterior: -2989.5506320135864 || Iter Time:0.012058019638061523 || Total time:18.419080018997192 Iteration: 804 || Clusters count: 14 || Log posterior: -2961.086292808416 || Iter Time:0.01625800132751465 || Total time:18.435338020324707 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 805 || Clusters count: 14 || Log posterior: -3001.9505871602155 || Iter Time:0.01243901252746582 || Total time:18.447777032852173 Iteration: 806 || Clusters count: 14 || Log posterior: -2963.5985358451526 || Iter Time:0.017102956771850586 || Total time:18.464879989624023 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 807 || Clusters count: 14 || Log posterior: -2971.2043381304193 || Iter 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Iteration: 813 || Clusters count: 14 || Log posterior: -2987.7284631762145 || Iter Time:0.01324915885925293 || Total time:18.567013263702393 Iteration: 814 || Clusters count: 14 || Log posterior: -2955.180329232684 || Iter Time:0.01648116111755371 || Total time:18.583494424819946 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 815 || Clusters count: 14 || Log posterior: -3023.7190834950648 || Iter Time:0.01250910758972168 || Total time:18.596003532409668 Iteration: 816 || Clusters count: 14 || Log posterior: -2968.054972831445 || Iter Time:0.016427040100097656 || Total time:18.612430572509766 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 817 || Clusters count: 14 || Log posterior: -3063.9763835818376 || Iter Time:0.012540817260742188 || Total time:18.624971389770508 Iteration: 818 || Clusters count: 14 || Log posterior: -3010.7173589942477 || Iter Time:0.016583919525146484 || Total 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14 || Log posterior: -2950.259372031554 || Iter Time:0.01756906509399414 || Total time:18.733805418014526 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 825 || Clusters count: 14 || Log posterior: -2952.0607956759995 || Iter Time:0.012784957885742188 || Total time:18.74659037590027 Iteration: 826 || Clusters count: 14 || Log posterior: -2921.9081880829367 || Iter Time:0.017837047576904297 || Total time:18.764427423477173 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 827 || Clusters count: 14 || Log posterior: -2937.2717486753113 || Iter Time:0.013839006423950195 || Total time:18.778266429901123 Iteration: 828 || Clusters count: 14 || Log posterior: -2905.6342381797454 || Iter Time:0.017778873443603516 || Total time:18.796045303344727 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 829 || Clusters count: 15 || Log posterior: -2960.091656055511 || Iter 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Iteration: 835 || Clusters count: 14 || Log posterior: -2942.7866805762114 || Iter Time:0.012423992156982422 || Total time:18.915080308914185 Iteration: 836 || Clusters count: 14 || Log posterior: -2917.75824902682 || Iter Time:0.016618013381958008 || Total time:18.931698322296143 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 837 || Clusters count: 14 || Log posterior: -2967.130501860319 || Iter Time:0.012987136840820312 || Total time:18.944685459136963 Iteration: 838 || Clusters count: 14 || Log posterior: -2926.765197573353 || Iter Time:0.01654791831970215 || Total time:18.961233377456665 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 839 || Clusters count: 14 || Log posterior: -2981.8932767862498 || Iter Time:0.013598918914794922 || Total time:18.97483229637146 Iteration: 840 || Clusters count: 14 || Log posterior: -2934.7748213197883 || Iter Time:0.016736984252929688 || Total time:18.99156928062439 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 841 || Clusters count: 14 || Log posterior: -2932.330807980874 || Iter Time:0.012352228164672852 || Total time:19.003921508789062 Iteration: 842 || Clusters count: 14 || Log posterior: -2912.686555976327 || Iter Time:0.015962839126586914 || Total time:19.01988434791565 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 843 || Clusters count: 14 || Log posterior: -2961.418315238792 || Iter Time:0.012410879135131836 || Total time:19.03229522705078 Iteration: 844 || Clusters count: 14 || Log posterior: -2936.73409680943 || Iter Time:0.016746997833251953 || Total time:19.049042224884033 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 845 || Clusters count: 14 || Log posterior: -2966.005363338023 || Iter Time:0.012511014938354492 || Total time:19.061553239822388 Iteration: 846 || Clusters count: 14 || Log posterior: -2937.5480277189317 || Iter Time:0.016860008239746094 || Total time:19.078413248062134 Loading and distributing data: 0.000150 seconds (129 allocations: 13.133 KiB) Iteration: 847 || Clusters count: 14 || Log posterior: -2952.2377652384466 || Iter Time:0.01250004768371582 || Total time:19.09091329574585 Iteration: 848 || Clusters count: 14 || Log posterior: -2919.266404710282 || Iter Time:0.01693105697631836 || Total time:19.107844352722168 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 849 || Clusters count: 14 || Log posterior: -2917.1298487369254 || Iter Time:0.01254582405090332 || Total time:19.12039017677307 Iteration: 850 || Clusters count: 14 || Log posterior: -2883.2814556563994 || Iter Time:0.01655292510986328 || Total time:19.136943101882935 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 851 || Clusters count: 15 || Log posterior: -2915.5156629768767 || Iter Time:0.013108015060424805 || Total 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Iteration: 874 || Clusters count: 15 || Log posterior: -2914.731387752377 || Iter Time:0.016669034957885742 || Total time:19.5273220539093 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 875 || Clusters count: 15 || Log posterior: -2968.135470712308 || Iter Time:0.01228189468383789 || Total time:19.53960394859314 Iteration: 876 || Clusters count: 15 || Log posterior: -2936.024841243775 || Iter Time:0.017361879348754883 || Total time:19.556965827941895 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 877 || Clusters count: 15 || Log posterior: -2958.1228791814715 || Iter Time:0.013782978057861328 || Total time:19.570748805999756 Iteration: 878 || Clusters count: 15 || Log posterior: -2934.0361999314277 || Iter Time:0.017496824264526367 || Total time:19.588245630264282 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 879 || Clusters count: 15 || Log posterior: 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15 || Log posterior: -2890.4837865948884 || Iter Time:0.017579078674316406 || Total time:19.867079973220825 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 897 || Clusters count: 15 || Log posterior: -2937.7235446238537 || Iter Time:0.0123291015625 || Total time:19.879409074783325 Iteration: 898 || Clusters count: 15 || Log posterior: -2904.2017178466685 || Iter Time:0.01830911636352539 || Total time:19.89771819114685 Loading and distributing data: 0.000211 seconds (129 allocations: 13.133 KiB) Iteration: 899 || Clusters count: 15 || Log posterior: -2979.28217805524 || Iter Time:0.012368917465209961 || Total time:19.91008710861206 Iteration: 900 || Clusters count: 15 || Log posterior: -2941.3279214577956 || Iter Time:0.01821613311767578 || Total time:19.928303241729736 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 901 || Clusters count: 16 || Log posterior: -2949.6980800333663 || Iter 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Iteration: 907 || Clusters count: 15 || Log posterior: -2940.7290406430043 || Iter Time:0.013131141662597656 || Total time:20.037880897521973 Iteration: 908 || Clusters count: 15 || Log posterior: -2913.0296064251206 || Iter Time:0.01880192756652832 || Total time:20.0566828250885 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 909 || Clusters count: 15 || Log posterior: -2958.9165502057235 || Iter Time:0.013949871063232422 || Total time:20.070632696151733 Iteration: 910 || Clusters count: 15 || Log posterior: -2923.758473262119 || Iter Time:0.018922090530395508 || Total time:20.08955478668213 Loading and distributing data: 0.000154 seconds (129 allocations: 13.133 KiB) Iteration: 911 || Clusters count: 15 || Log posterior: -2942.832540923128 || Iter Time:0.015234947204589844 || Total time:20.10478973388672 Iteration: 912 || Clusters count: 15 || Log posterior: -2907.207735523193 || Iter Time:0.03741598129272461 || Total time:20.142205715179443 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 913 || Clusters count: 15 || Log posterior: -2921.390849042404 || Iter Time:0.014033794403076172 || Total time:20.15623950958252 Iteration: 914 || Clusters count: 15 || Log posterior: -2883.745444012097 || Iter Time:0.01961994171142578 || Total time:20.175859451293945 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 915 || Clusters count: 16 || Log posterior: -2929.5793985003725 || Iter Time:0.015367984771728516 || Total time:20.191227436065674 Iteration: 916 || Clusters count: 15 || Log posterior: -2876.5078979841924 || Iter Time:0.020355939865112305 || Total time:20.211583375930786 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 917 || Clusters count: 15 || Log posterior: -2949.367658576288 || Iter Time:0.015535831451416016 || Total time:20.227119207382202 Iteration: 918 || Clusters count: 15 || Log posterior: 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time:20.32561945915222 Iteration: 924 || Clusters count: 15 || Log posterior: -2893.472749193449 || Iter Time:0.017540931701660156 || Total time:20.343160390853882 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 925 || Clusters count: 16 || Log posterior: -2953.1576791863617 || Iter Time:0.015525102615356445 || Total time:20.35868549346924 Iteration: 926 || Clusters count: 16 || Log posterior: -2920.1748184393646 || Iter Time:0.019184112548828125 || Total time:20.377869606018066 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 927 || Clusters count: 16 || Log posterior: -2984.96965376173 || Iter Time:0.016462087631225586 || Total time:20.394331693649292 Iteration: 928 || Clusters count: 16 || Log posterior: -2939.2334929648187 || Iter Time:0.018345117568969727 || Total time:20.41267681121826 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 929 || Clusters count: 16 || Log posterior: -3026.614492398481 || Iter Time:0.013671875 || Total time:20.42634868621826 Iteration: 930 || Clusters count: 16 || Log posterior: -2978.18163994643 || Iter Time:0.019070148468017578 || Total time:20.44541883468628 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 931 || Clusters count: 16 || Log posterior: -2983.4157646528097 || Iter Time:0.014489173889160156 || Total time:20.45990800857544 Iteration: 932 || Clusters count: 16 || Log posterior: -2939.4095730476593 || Iter Time:0.018414974212646484 || Total time:20.478322982788086 Loading and distributing data: 0.000111 seconds (129 allocations: 13.133 KiB) Iteration: 933 || Clusters count: 15 || Log posterior: -2988.4850227658217 || Iter Time:0.01456594467163086 || Total time:20.492888927459717 Iteration: 934 || Clusters count: 15 || Log posterior: -2963.6288981588345 || Iter Time:0.01691603660583496 || Total time:20.50980496406555 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 935 || Clusters count: 15 || Log posterior: -2956.00497604026 || Iter Time:0.013572931289672852 || Total time:20.523377895355225 Iteration: 936 || Clusters count: 15 || Log posterior: -2921.544821498221 || Iter Time:0.017686128616333008 || Total time:20.541064023971558 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 937 || Clusters count: 15 || Log posterior: -2922.5169553430806 || Iter Time:0.013987064361572266 || Total time:20.55505108833313 Iteration: 938 || Clusters count: 15 || Log posterior: -2875.873457099625 || Iter Time:0.03798389434814453 || Total time:20.593034982681274 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 939 || Clusters count: 15 || Log posterior: -2921.4099969183944 || Iter Time:0.01276707649230957 || Total time:20.605802059173584 Iteration: 940 || Clusters count: 15 || Log posterior: -2889.375878675205 || Iter Time:0.020437002182006836 || 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16 || Log posterior: -2891.650344915555 || Iter Time:0.017843008041381836 || Total time:20.722806930541992 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 947 || Clusters count: 15 || Log posterior: -2945.275361932251 || Iter Time:0.011387825012207031 || Total time:20.7341947555542 Iteration: 948 || Clusters count: 15 || Log posterior: -2932.4047597993767 || Iter Time:0.016323089599609375 || Total time:20.75051784515381 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 949 || Clusters count: 15 || Log posterior: -2966.7021977076993 || Iter Time:0.0118408203125 || Total time:20.76235866546631 Iteration: 950 || Clusters count: 15 || Log posterior: -2917.1323891253423 || Iter Time:0.0165560245513916 || Total time:20.7789146900177 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 951 || Clusters count: 15 || Log posterior: -2975.6853761217394 || Iter 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Iteration: 957 || Clusters count: 15 || Log posterior: -3009.659954648264 || Iter Time:0.013427019119262695 || Total time:20.883931398391724 Iteration: 958 || Clusters count: 15 || Log posterior: -2972.8021562415274 || Iter Time:0.017491817474365234 || Total time:20.90142321586609 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 959 || Clusters count: 15 || Log posterior: -2981.4406473451263 || Iter Time:0.01429295539855957 || Total time:20.91571617126465 Iteration: 960 || Clusters count: 15 || Log posterior: -2952.7674402646144 || Iter Time:0.0172879695892334 || Total time:20.933004140853882 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 961 || Clusters count: 15 || Log posterior: -2978.9512971240374 || Iter Time:0.012379884719848633 || Total time:20.94538402557373 Iteration: 962 || Clusters count: 15 || Log posterior: -2937.6750870422916 || Iter Time:0.017374038696289062 || Total time:20.96275806427002 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 963 || Clusters count: 15 || Log posterior: -2953.6350095607104 || Iter Time:0.014125823974609375 || Total time:20.97688388824463 Iteration: 964 || Clusters count: 14 || Log posterior: -2933.8172577526775 || Iter Time:0.01794290542602539 || Total time:20.994826793670654 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 965 || Clusters count: 14 || Log posterior: -2938.3382986846536 || Iter Time:0.013434886932373047 || Total time:21.008261680603027 Iteration: 966 || Clusters count: 14 || Log posterior: -2931.0650054811063 || Iter Time:0.03732705116271973 || Total time:21.045588731765747 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 967 || Clusters count: 14 || Log posterior: -3018.7740672733594 || Iter Time:0.012512922286987305 || Total time:21.058101654052734 Iteration: 968 || Clusters count: 14 || Log posterior: -2979.9356018401513 || Iter Time:0.017071008682250977 || Total time:21.075172662734985 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 969 || Clusters count: 14 || Log posterior: -2972.026613551449 || Iter Time:0.013263940811157227 || Total time:21.088436603546143 Iteration: 970 || Clusters count: 14 || Log posterior: -2949.23417574744 || Iter Time:0.0184481143951416 || Total time:21.106884717941284 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 971 || Clusters count: 14 || Log posterior: -2939.5866023798617 || Iter Time:0.015555858612060547 || Total time:21.122440576553345 Iteration: 972 || Clusters count: 14 || Log posterior: -2922.6099658657454 || Iter Time:0.016037940979003906 || Total time:21.13847851753235 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 973 || Clusters count: 14 || Log posterior: -2943.6127217452517 || Iter Time:0.011338949203491211 || Total 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-2862.246611439199 || Iter Time:0.017297029495239258 || Total time:23.150022506713867 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1101 || Clusters count: 14 || Log posterior: -2948.39963987277 || Iter Time:0.011838912963867188 || Total time:23.161861419677734 Iteration: 1102 || Clusters count: 14 || Log posterior: -2924.2871840946955 || Iter Time:0.016701221466064453 || Total time:23.1785626411438 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1103 || Clusters count: 15 || Log posterior: -2973.3258245530974 || Iter Time:0.013199806213378906 || Total time:23.191762447357178 Iteration: 1104 || Clusters count: 14 || Log posterior: -2943.9118569897164 || Iter Time:0.017625808715820312 || Total time:23.209388256072998 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1105 || Clusters count: 14 || Log posterior: -2955.1476860817784 || Iter Time:0.012475967407226562 || 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-2978.577368576841 || Iter Time:0.021234989166259766 || Total time:24.206902265548706 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 1167 || Clusters count: 14 || Log posterior: -2966.6244825480853 || Iter Time:0.02427220344543457 || Total time:24.23117446899414 Iteration: 1168 || Clusters count: 14 || Log posterior: -2929.702504059298 || Iter Time:0.0294950008392334 || Total time:24.260669469833374 Loading and distributing data: 0.000145 seconds (129 allocations: 13.133 KiB) Iteration: 1169 || Clusters count: 14 || Log posterior: -2949.7295199512714 || Iter Time:0.013159990310668945 || Total time:24.273829460144043 Iteration: 1170 || Clusters count: 14 || Log posterior: -2897.326262430768 || Iter Time:0.040743112564086914 || Total time:24.31457257270813 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1171 || Clusters count: 14 || Log posterior: -2944.6439810667857 || Iter Time:0.01308584213256836 || 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-2905.8722251355716 || Iter Time:0.016012907028198242 || Total time:24.912379026412964 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1211 || Clusters count: 14 || Log posterior: -2970.441979911776 || Iter Time:0.01155400276184082 || Total time:24.923933029174805 Iteration: 1212 || Clusters count: 14 || Log posterior: -2929.475403620583 || Iter Time:0.01587820053100586 || Total time:24.93981122970581 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1213 || Clusters count: 14 || Log posterior: -2987.857004148226 || Iter Time:0.01187586784362793 || Total time:24.95168709754944 Iteration: 1214 || Clusters count: 14 || Log posterior: -2948.8584622083586 || Iter Time:0.015933990478515625 || Total time:24.967621088027954 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1215 || Clusters count: 14 || Log posterior: -2923.4533859406442 || Iter Time:0.012473106384277344 || 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Iteration: 1315 || Clusters count: 15 || Log posterior: -2941.2346188703036 || Iter Time:0.012269020080566406 || Total time:26.450804471969604 Iteration: 1316 || Clusters count: 14 || Log posterior: -2896.0920152003187 || Iter Time:0.03576993942260742 || Total time:26.486574411392212 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1317 || Clusters count: 14 || Log posterior: -2945.4041740830885 || Iter Time:0.011641979217529297 || Total time:26.49821639060974 Iteration: 1318 || Clusters count: 14 || Log posterior: -2908.566378246236 || Iter Time:0.015597105026245117 || Total time:26.513813495635986 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1319 || Clusters count: 14 || Log posterior: -2961.282442177933 || Iter Time:0.013020992279052734 || Total time:26.52683448791504 Iteration: 1320 || Clusters count: 14 || Log posterior: -2937.42853199302 || Iter Time:0.015846967697143555 || Total 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Iteration: 1337 || Clusters count: 14 || Log posterior: -3004.177479782174 || Iter Time:0.01186990737915039 || Total time:26.776602745056152 Iteration: 1338 || Clusters count: 14 || Log posterior: -2988.8518229219576 || Iter Time:0.015892982482910156 || Total time:26.792495727539062 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1339 || Clusters count: 14 || Log posterior: -2983.5454665697307 || Iter Time:0.012893915176391602 || Total time:26.805389642715454 Iteration: 1340 || Clusters count: 14 || Log posterior: -2967.6341514062 || Iter Time:0.017417192459106445 || Total time:26.82280683517456 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1341 || Clusters count: 14 || Log posterior: -2931.949059751219 || Iter Time:0.013625144958496094 || Total time:26.836431980133057 Iteration: 1342 || Clusters count: 14 || Log posterior: -2909.400776165514 || Iter Time:0.016757965087890625 || Total 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Iteration: 1359 || Clusters count: 14 || Log posterior: -2952.4780337241555 || Iter Time:0.013288021087646484 || Total time:27.11098337173462 Iteration: 1360 || Clusters count: 14 || Log posterior: -2922.741322434701 || Iter Time:0.01616811752319336 || Total time:27.127151489257812 Loading and distributing data: 0.000124 seconds (134 allocations: 13.289 KiB) Iteration: 1361 || Clusters count: 14 || Log posterior: -2936.967018645269 || Iter Time:0.01204991340637207 || Total time:27.139201402664185 Iteration: 1362 || Clusters count: 14 || Log posterior: -2898.7188690667394 || Iter Time:0.017381906509399414 || Total time:27.156583309173584 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1363 || Clusters count: 14 || Log posterior: -2935.3428239160294 || Iter Time:0.013449907302856445 || Total time:27.17003321647644 Iteration: 1364 || Clusters count: 14 || Log posterior: -2911.085136878126 || Iter Time:0.01713109016418457 || Total 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Iteration: 1381 || Clusters count: 14 || Log posterior: -2913.952493196852 || Iter Time:0.01296091079711914 || Total time:27.464971780776978 Iteration: 1382 || Clusters count: 14 || Log posterior: -2878.416494404827 || Iter Time:0.016817092895507812 || Total time:27.481788873672485 Loading and distributing data: 0.000158 seconds (129 allocations: 13.133 KiB) Iteration: 1383 || Clusters count: 14 || Log posterior: -2917.7058253274527 || Iter Time:0.012512922286987305 || Total time:27.494301795959473 Iteration: 1384 || Clusters count: 14 || Log posterior: -2896.993370899744 || Iter Time:0.016331911087036133 || Total time:27.51063370704651 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1385 || Clusters count: 14 || Log posterior: -2977.535492974919 || Iter Time:0.014307975769042969 || Total time:27.52494168281555 Iteration: 1386 || Clusters count: 14 || Log posterior: -2958.263564598876 || Iter Time:0.018049955368041992 || Total 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Iteration: 1425 || Clusters count: 14 || Log posterior: -2960.867801278497 || Iter Time:0.013551950454711914 || Total time:28.162786722183228 Iteration: 1426 || Clusters count: 14 || Log posterior: -2918.8578479494936 || Iter Time:0.017514944076538086 || Total time:28.180301666259766 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1427 || Clusters count: 14 || Log posterior: -2931.249370587542 || Iter Time:0.012575864791870117 || Total time:28.192877531051636 Iteration: 1428 || Clusters count: 14 || Log posterior: -2922.550388352875 || Iter Time:0.01706099510192871 || Total time:28.209938526153564 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1429 || Clusters count: 14 || Log posterior: -2982.102775989863 || Iter Time:0.013422966003417969 || Total time:28.223361492156982 Iteration: 1430 || Clusters count: 14 || Log posterior: -2951.3949664890592 || Iter Time:0.018147945404052734 || Total 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KiB) Iteration: 1469 || Clusters count: 14 || Log posterior: -2930.8108892542914 || Iter Time:0.013432979583740234 || Total time:28.862425565719604 Iteration: 1470 || Clusters count: 14 || Log posterior: -2901.375238674254 || Iter Time:0.01674509048461914 || Total time:28.879170656204224 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1471 || Clusters count: 14 || Log posterior: -2965.1539374809995 || Iter Time:0.012676000595092773 || Total time:28.891846656799316 Iteration: 1472 || Clusters count: 14 || Log posterior: -2931.592226100141 || Iter Time:0.017711877822875977 || Total time:28.909558534622192 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1473 || Clusters count: 14 || Log posterior: -3014.4363502669275 || Iter Time:0.013348102569580078 || Total time:28.922906637191772 Iteration: 1474 || Clusters count: 14 || Log posterior: -2984.8911977899284 || Iter Time:0.016945838928222656 || Total 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KiB) Iteration: 1491 || Clusters count: 15 || Log posterior: -2975.679332827857 || Iter Time:0.0136871337890625 || Total time:29.19974946975708 Iteration: 1492 || Clusters count: 15 || Log posterior: -2931.0165095688862 || Iter Time:0.018374919891357422 || Total time:29.218124389648438 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1493 || Clusters count: 15 || Log posterior: -2981.3088126413872 || Iter Time:0.012803792953491211 || Total time:29.23092818260193 Iteration: 1494 || Clusters count: 15 || Log posterior: -2939.3925447478114 || Iter Time:0.017325878143310547 || Total time:29.24825406074524 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1495 || Clusters count: 15 || Log posterior: -2941.034131216752 || Iter Time:0.014832019805908203 || Total time:29.263086080551147 Iteration: 1496 || Clusters count: 14 || Log posterior: -2913.0406700735743 || Iter Time:0.020536184310913086 || Total 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14 || Log posterior: -2874.083485063568 || Iter Time:0.017406940460205078 || Total time:29.397765159606934 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1503 || Clusters count: 14 || Log posterior: -2970.459759414857 || Iter Time:0.013609170913696289 || Total time:29.41137433052063 Iteration: 1504 || Clusters count: 14 || Log posterior: -2931.7347899955894 || Iter Time:0.01844000816345215 || Total time:29.429814338684082 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1505 || Clusters count: 14 || Log posterior: -2942.548289225826 || Iter Time:0.014076948165893555 || Total time:29.443891286849976 Iteration: 1506 || Clusters count: 14 || Log posterior: -2897.7379405396923 || Iter Time:0.017132997512817383 || Total time:29.461024284362793 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1507 || Clusters count: 15 || Log posterior: -2925.893487643209 || Iter 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KiB) Iteration: 1513 || Clusters count: 14 || Log posterior: -2971.390858523911 || Iter Time:0.014030933380126953 || Total time:29.566749095916748 Iteration: 1514 || Clusters count: 14 || Log posterior: -2934.9556452647175 || Iter Time:0.018230915069580078 || Total time:29.584980010986328 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1515 || Clusters count: 14 || Log posterior: -2921.6318354409304 || Iter Time:0.012498140335083008 || Total time:29.59747815132141 Iteration: 1516 || Clusters count: 14 || Log posterior: -2891.952955706587 || Iter Time:0.017293930053710938 || Total time:29.614772081375122 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1517 || Clusters count: 14 || Log posterior: -2953.7801902839524 || Iter Time:0.013901948928833008 || Total time:29.628674030303955 Iteration: 1518 || Clusters count: 14 || Log posterior: -2925.5042360987204 || Iter Time:0.016978025436401367 || Total time:29.645652055740356 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1519 || Clusters count: 14 || Log posterior: -2983.868058098787 || Iter Time:0.01250600814819336 || Total time:29.65815806388855 Iteration: 1520 || Clusters count: 14 || Log posterior: -2961.937762498406 || Iter Time:0.016961097717285156 || Total time:29.675119161605835 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1521 || Clusters count: 14 || Log posterior: -2983.3528061733728 || Iter Time:0.011989116668701172 || Total time:29.687108278274536 Iteration: 1522 || Clusters count: 14 || Log posterior: -2954.498084140639 || Iter Time:0.019178152084350586 || Total time:29.706286430358887 Loading and distributing data: 0.000159 seconds (129 allocations: 13.133 KiB) Iteration: 1523 || Clusters count: 14 || Log posterior: -2974.851958305419 || Iter Time:0.017851829528808594 || Total time:29.724138259887695 Iteration: 1524 || Clusters 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Iteration: 1535 || Clusters count: 14 || Log posterior: -2922.8462027689084 || Iter Time:0.01464390754699707 || Total time:29.91540288925171 Iteration: 1536 || Clusters count: 14 || Log posterior: -2904.9909260422296 || Iter Time:0.016308069229125977 || Total time:29.931710958480835 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1537 || Clusters count: 14 || Log posterior: -2987.6277663733704 || Iter Time:0.011905908584594727 || Total time:29.94361686706543 Iteration: 1538 || Clusters count: 14 || Log posterior: -2949.9070483187725 || Iter Time:0.016243934631347656 || Total time:29.959860801696777 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1539 || Clusters count: 15 || Log posterior: -3018.7538064925925 || Iter Time:0.012850046157836914 || Total time:29.972710847854614 Iteration: 1540 || Clusters count: 15 || Log posterior: -2986.951542955218 || Iter Time:0.017874956130981445 || Total 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|| Log posterior: -2965.3209901415153 || Iter Time:0.01703810691833496 || Total time:30.07726764678955 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1547 || Clusters count: 14 || Log posterior: -2957.827352770339 || Iter Time:0.011665821075439453 || Total time:30.08893346786499 Iteration: 1548 || Clusters count: 14 || Log posterior: -2922.3228842439344 || Iter Time:0.016119003295898438 || Total time:30.10505247116089 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1549 || Clusters count: 15 || Log posterior: -2977.2150900768997 || Iter Time:0.01417994499206543 || Total time:30.119232416152954 Iteration: 1550 || Clusters count: 15 || Log posterior: -2939.425918286289 || Iter Time:0.017278194427490234 || Total time:30.136510610580444 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1551 || Clusters count: 15 || Log posterior: -2945.6907752950124 || Iter 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Iteration: 1557 || Clusters count: 14 || Log posterior: -2953.2704337229293 || Iter Time:0.012122869491577148 || Total time:30.239813327789307 Iteration: 1558 || Clusters count: 14 || Log posterior: -2932.5247171185283 || Iter Time:0.016837120056152344 || Total time:30.25665044784546 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1559 || Clusters count: 14 || Log posterior: -2959.9850781362647 || Iter Time:0.011956930160522461 || Total time:30.26860737800598 Iteration: 1560 || Clusters count: 14 || Log posterior: -2925.573339136917 || Iter Time:0.03692984580993652 || Total time:30.305537223815918 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1561 || Clusters count: 14 || Log posterior: -2968.774112999705 || Iter Time:0.012567996978759766 || Total time:30.318105220794678 Iteration: 1562 || Clusters count: 14 || Log posterior: -2918.6116643432315 || Iter Time:0.0167691707611084 || Total 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14 || Log posterior: -2905.144144318441 || Iter Time:0.016274213790893555 || Total time:30.42277240753174 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1569 || Clusters count: 15 || Log posterior: -2989.266797115004 || Iter Time:0.01284480094909668 || Total time:30.435617208480835 Iteration: 1570 || Clusters count: 15 || Log posterior: -2967.8826764031455 || Iter Time:0.01712512969970703 || Total time:30.452742338180542 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1571 || Clusters count: 15 || Log posterior: -2990.3124069152127 || Iter Time:0.012204885482788086 || Total time:30.46494722366333 Iteration: 1572 || Clusters count: 15 || Log posterior: -2948.461345562565 || Iter Time:0.01684093475341797 || Total time:30.481788158416748 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -2946.099664476386 || Iter 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Iteration: 1579 || Clusters count: 14 || Log posterior: -2998.9852873115074 || Iter Time:0.014037847518920898 || Total time:30.581588983535767 Iteration: 1580 || Clusters count: 14 || Log posterior: -2964.7100977179766 || Iter Time:0.016363859176635742 || Total time:30.597952842712402 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1581 || Clusters count: 14 || Log posterior: -2989.0208106205737 || Iter Time:0.012074947357177734 || Total time:30.61002779006958 Iteration: 1582 || Clusters count: 14 || Log posterior: -2962.352915204893 || Iter Time:0.01593017578125 || Total time:30.62595796585083 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1583 || Clusters count: 14 || Log posterior: -2982.865265167021 || Iter Time:0.01177978515625 || Total time:30.63773775100708 Iteration: 1584 || Clusters count: 14 || Log posterior: -2954.9983539027926 || Iter Time:0.01631903648376465 || Total time:30.654056787490845 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-2939.5660154826155 || Iter Time:0.016707181930541992 || Total time:31.049799919128418 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1613 || Clusters count: 15 || Log posterior: -2979.19274624462 || Iter Time:0.012444019317626953 || Total time:31.062243938446045 Iteration: 1614 || Clusters count: 15 || Log posterior: -2944.7465141275 || Iter Time:0.017405033111572266 || Total time:31.079648971557617 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1615 || Clusters count: 15 || Log posterior: -2949.52229982554 || Iter Time:0.012304067611694336 || Total time:31.09195303916931 Iteration: 1616 || Clusters count: 15 || Log posterior: -2922.3564127942304 || Iter Time:0.016767024993896484 || Total time:31.108720064163208 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1617 || Clusters count: 15 || Log posterior: -2964.7963390599693 || Iter Time:0.012156963348388672 || 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-2871.9299794823924 || Iter Time:0.01219487190246582 || Total time:32.24212455749512 Iteration: 1690 || Clusters count: 14 || Log posterior: -2854.6917213930515 || Iter Time:0.017341136932373047 || Total time:32.25946569442749 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1691 || Clusters count: 14 || Log posterior: -2884.526578332492 || Iter Time:0.012972116470336914 || Total time:32.27243781089783 Iteration: 1692 || Clusters count: 14 || Log posterior: -2867.181432815764 || Iter Time:0.016682147979736328 || Total time:32.28911995887756 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1693 || Clusters count: 14 || Log posterior: -2929.767111307393 || Iter Time:0.012742042541503906 || Total time:32.30186200141907 Iteration: 1694 || Clusters count: 14 || Log posterior: -2902.918325141988 || Iter Time:0.017840147018432617 || Total time:32.3197021484375 Loading and distributing data: 0.000122 seconds (129 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Iteration: 1717 || Clusters count: 14 || Log posterior: -2914.615558419602 || Iter Time:0.013505935668945312 || Total time:32.65574669837952 Iteration: 1718 || Clusters count: 14 || Log posterior: -2872.530455354393 || Iter Time:0.037526845932006836 || Total time:32.69327354431152 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1719 || Clusters count: 14 || Log posterior: -2924.285746359487 || Iter Time:0.012512922286987305 || Total time:32.70578646659851 Iteration: 1720 || Clusters count: 14 || Log posterior: -2895.48443477356 || Iter Time:0.016746997833251953 || Total time:32.72253346443176 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1721 || Clusters count: 14 || Log posterior: -2962.9151809591044 || Iter Time:0.011790990829467773 || Total time:32.73432445526123 Iteration: 1722 || Clusters count: 14 || Log posterior: -2921.2880304371915 || Iter Time:0.016160964965820312 || Total 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Iteration: 1739 || Clusters count: 14 || Log posterior: -2925.453860404755 || Iter Time:0.012927055358886719 || Total time:33.00067067146301 Iteration: 1740 || Clusters count: 14 || Log posterior: -2892.6594890609363 || Iter Time:0.017889022827148438 || Total time:33.01855969429016 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1741 || Clusters count: 14 || Log posterior: -2934.515678871526 || Iter Time:0.011941909790039062 || Total time:33.0305016040802 Iteration: 1742 || Clusters count: 14 || Log posterior: -2904.254825827287 || Iter Time:0.016927003860473633 || Total time:33.047428607940674 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1743 || Clusters count: 14 || Log posterior: -2974.647999451526 || Iter Time:0.012468099594116211 || Total time:33.05989670753479 Iteration: 1744 || Clusters count: 14 || Log posterior: -2954.197035141877 || Iter Time:0.016322851181030273 || Total 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14 || Log posterior: -2925.8479765250477 || Iter Time:0.016408920288085938 || Total time:33.16286826133728 Loading and distributing data: 0.000155 seconds (129 allocations: 13.133 KiB) Iteration: 1751 || Clusters count: 14 || Log posterior: -2970.6607933950404 || Iter Time:0.03375887870788574 || Total time:33.196627140045166 Iteration: 1752 || Clusters count: 14 || Log posterior: -2942.435817478259 || Iter Time:0.016321897506713867 || Total time:33.21294903755188 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1753 || Clusters count: 14 || Log posterior: -2915.3649671632093 || Iter Time:0.012434005737304688 || Total time:33.225383043289185 Iteration: 1754 || Clusters count: 14 || Log posterior: -2890.749408266464 || Iter Time:0.016627073287963867 || Total time:33.24201011657715 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1755 || Clusters count: 14 || Log posterior: -2970.1082847295925 || Iter 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Iteration: 1761 || Clusters count: 14 || Log posterior: -3024.1566755276694 || Iter Time:0.01363682746887207 || Total time:33.347336769104004 Iteration: 1762 || Clusters count: 14 || Log posterior: -2976.6291178516535 || Iter Time:0.01705789566040039 || Total time:33.364394664764404 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1763 || Clusters count: 14 || Log posterior: -2952.5905623817102 || Iter Time:0.012811899185180664 || Total time:33.377206563949585 Iteration: 1764 || Clusters count: 14 || Log posterior: -2922.059680609883 || Iter Time:0.017711877822875977 || Total time:33.39491844177246 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1765 || Clusters count: 14 || Log posterior: -2888.3746985559055 || Iter Time:0.012762069702148438 || Total time:33.40768051147461 Iteration: 1766 || Clusters count: 14 || Log posterior: -2865.5871970073845 || Iter Time:0.016469955444335938 || Total 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14 || Log posterior: -2924.4375811334794 || Iter Time:0.016438961029052734 || Total time:33.51536226272583 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1773 || Clusters count: 14 || Log posterior: -2909.952447149837 || Iter Time:0.01238393783569336 || Total time:33.52774620056152 Iteration: 1774 || Clusters count: 14 || Log posterior: -2880.8621797160026 || Iter Time:0.017158031463623047 || Total time:33.54490423202515 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1775 || Clusters count: 14 || Log posterior: -2930.1223981086896 || Iter Time:0.013252019882202148 || Total time:33.55815625190735 Iteration: 1776 || Clusters count: 14 || Log posterior: -2913.1794187071646 || Iter Time:0.016569852828979492 || Total time:33.57472610473633 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1777 || Clusters count: 15 || Log posterior: -2909.9958473448687 || Iter 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Iteration: 1805 || Clusters count: 14 || Log posterior: -2937.1389858470175 || Iter Time:0.01288604736328125 || Total time:34.022045373916626 Iteration: 1806 || Clusters count: 14 || Log posterior: -2913.484870758226 || Iter Time:0.01664113998413086 || Total time:34.03868651390076 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1807 || Clusters count: 14 || Log posterior: -2964.930225207729 || Iter Time:0.012159109115600586 || Total time:34.05084562301636 Iteration: 1808 || Clusters count: 14 || Log posterior: -2944.8092322150073 || Iter Time:0.016694068908691406 || Total time:34.06753969192505 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1809 || Clusters count: 14 || Log posterior: -3000.3173870026035 || Iter Time:0.011929035186767578 || Total time:34.079468727111816 Iteration: 1810 || Clusters count: 14 || Log posterior: -2973.468041428052 || Iter Time:0.016462087631225586 || Total 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|| Log posterior: -2977.5236476796717 || Iter Time:0.03735494613647461 || Total time:34.20291876792908 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -2964.9176310405405 || Iter Time:0.012995004653930664 || Total time:34.21591377258301 Iteration: 1818 || Clusters count: 15 || Log posterior: -2940.812175043534 || Iter Time:0.016806840896606445 || Total time:34.232720613479614 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1819 || Clusters count: 14 || Log posterior: -2952.000721102722 || Iter Time:0.012809038162231445 || Total time:34.245529651641846 Iteration: 1820 || Clusters count: 14 || Log posterior: -2910.1159420204326 || Iter Time:0.01646900177001953 || Total time:34.261998653411865 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1821 || Clusters count: 14 || Log posterior: -2974.7864273527953 || Iter Time:0.011977910995483398 || Total time:34.27397656440735 Iteration: 1822 || Clusters count: 14 || Log posterior: -2955.990273423709 || Iter Time:0.01641392707824707 || Total time:34.290390491485596 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1823 || Clusters count: 14 || Log posterior: -2952.9297086549886 || Iter Time:0.01283717155456543 || Total time:34.30322766304016 Iteration: 1824 || Clusters count: 14 || Log posterior: -2928.6152421013894 || Iter Time:0.016312837600708008 || Total time:34.31954050064087 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1825 || Clusters count: 14 || Log posterior: -2926.731165261259 || Iter Time:0.012094974517822266 || Total time:34.33163547515869 Iteration: 1826 || Clusters count: 14 || Log posterior: -2897.774325534759 || Iter Time:0.01615595817565918 || Total time:34.34779143333435 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1827 || Clusters count: 14 || Log posterior: -2930.485346421798 || Iter Time:0.011853933334350586 || Total time:34.3596453666687 Iteration: 1828 || Clusters count: 14 || Log posterior: -2893.0053729452698 || Iter Time:0.016100168228149414 || Total time:34.37574553489685 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1829 || Clusters count: 14 || Log posterior: -2875.9058383352417 || Iter Time:0.01201486587524414 || Total time:34.387760400772095 Iteration: 1830 || Clusters count: 14 || Log posterior: -2844.5559632139925 || Iter Time:0.016288042068481445 || Total time:34.404048442840576 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1831 || Clusters count: 14 || Log posterior: -2889.533386704169 || Iter Time:0.012764930725097656 || Total time:34.416813373565674 Iteration: 1832 || Clusters count: 14 || Log posterior: -2868.5058693140713 || Iter Time:0.016495943069458008 || Total 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|| Log posterior: -2886.771869713544 || Iter Time:0.016556978225708008 || Total time:34.52046060562134 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -2940.7059126814243 || Iter Time:0.01206207275390625 || Total time:34.532522678375244 Iteration: 1840 || Clusters count: 14 || Log posterior: -2914.490346160966 || Iter Time:0.016336917877197266 || Total time:34.54885959625244 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -2960.8955128754064 || Iter Time:0.01244497299194336 || Total time:34.561304569244385 Iteration: 1842 || Clusters count: 14 || Log posterior: -2919.416070536847 || Iter Time:0.016559123992919922 || Total time:34.577863693237305 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1843 || Clusters count: 14 || Log posterior: -3011.527938176997 || Iter 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Iteration: 1849 || Clusters count: 14 || Log posterior: -2955.1187899993583 || Iter Time:0.012043952941894531 || Total time:34.7001166343689 Iteration: 1850 || Clusters count: 14 || Log posterior: -2911.000518085582 || Iter Time:0.01771688461303711 || Total time:34.717833518981934 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1851 || Clusters count: 14 || Log posterior: -2929.877412724602 || Iter Time:0.01278996467590332 || Total time:34.73062348365784 Iteration: 1852 || Clusters count: 14 || Log posterior: -2906.8374115569572 || Iter Time:0.016777992248535156 || Total time:34.74740147590637 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1853 || Clusters count: 14 || Log posterior: -2934.6819202224615 || Iter Time:0.012174844741821289 || Total time:34.75957632064819 Iteration: 1854 || Clusters count: 14 || Log posterior: -2916.0640309293603 || Iter Time:0.016492843627929688 || Total time:34.77606916427612 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1855 || Clusters count: 14 || Log posterior: -2926.2790830387803 || Iter Time:0.012130975723266602 || Total time:34.78820013999939 Iteration: 1856 || Clusters count: 14 || Log posterior: -2909.8643738452633 || Iter Time:0.01623702049255371 || Total time:34.80443716049194 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -2923.093996460293 || Iter Time:0.013055801391601562 || Total time:34.817492961883545 Iteration: 1858 || Clusters count: 14 || Log posterior: -2898.4776060083664 || Iter Time:0.016772985458374023 || Total time:34.83426594734192 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1859 || Clusters count: 14 || Log posterior: -2951.596259258357 || Iter Time:0.012336015701293945 || Total time:34.84660196304321 Iteration: 1860 || Clusters count: 14 || Log posterior: -2940.602962105058 || Iter Time:0.0160980224609375 || Total time:34.86269998550415 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -2988.0637280700666 || Iter Time:0.012117862701416016 || Total time:34.874817848205566 Iteration: 1862 || Clusters count: 14 || Log posterior: -2957.180705881761 || Iter Time:0.016299009323120117 || Total time:34.89111685752869 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -2939.005083632394 || Iter Time:0.012204170227050781 || Total time:34.90332102775574 Iteration: 1864 || Clusters count: 14 || Log posterior: -2923.6159567051004 || Iter Time:0.0162050724029541 || Total time:34.91952610015869 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -2998.7801630647205 || Iter Time:0.01179194450378418 || Total time:34.931318044662476 Iteration: 1866 || Clusters count: 14 || Log posterior: -2956.456370839332 || Iter Time:0.016627788543701172 || Total time:34.94794583320618 Loading and distributing data: 0.000113 seconds (129 allocations: 13.133 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -3030.4302950380225 || Iter Time:0.012946128845214844 || Total time:34.96089196205139 Iteration: 1868 || Clusters count: 15 || Log posterior: -2990.867502471837 || Iter Time:0.017094135284423828 || Total time:34.977986097335815 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -2982.5255148460587 || Iter Time:0.013159036636352539 || Total time:34.99114513397217 Iteration: 1870 || Clusters count: 14 || Log posterior: -2947.506388304391 || Iter Time:0.016693115234375 || Total time:35.00783824920654 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -2917.1738229639627 || Iter Time:0.012130975723266602 || Total time:35.01996922492981 Iteration: 1872 || Clusters count: 14 || Log posterior: -2898.1842400650094 || Iter Time:0.016219139099121094 || Total time:35.03618836402893 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -2890.5935740174405 || Iter Time:0.012897968292236328 || Total time:35.04908633232117 Iteration: 1874 || Clusters count: 14 || Log posterior: -2864.214889302666 || Iter Time:0.016710996627807617 || Total time:35.065797328948975 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -2945.544136068317 || Iter Time:0.011852025985717773 || Total time:35.07764935493469 Iteration: 1876 || Clusters count: 14 || Log posterior: -2910.7539652194164 || Iter Time:0.016058921813964844 || Total time:35.09370827674866 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -2922.062423370358 || Iter Time:0.011923074722290039 || Total time:35.10563135147095 Iteration: 1878 || Clusters count: 14 || Log posterior: -2890.100348752453 || Iter Time:0.016972064971923828 || Total time:35.12260341644287 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -2897.7365598751353 || Iter Time:0.013334035873413086 || Total time:35.135937452316284 Iteration: 1880 || Clusters count: 14 || Log posterior: -2869.4853974382963 || Iter Time:0.016717195510864258 || Total time:35.15265464782715 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -2920.581504486197 || Iter Time:0.013221025466918945 || Total time:35.16587567329407 Iteration: 1882 || Clusters count: 14 || Log posterior: -2879.503954912083 || Iter Time:0.04051709175109863 || Total time:35.206392765045166 Loading and distributing data: 0.000134 seconds (129 allocations: 13.133 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -2911.7296214847083 || Iter Time:0.012067079544067383 || Total time:35.21845984458923 Iteration: 1884 || Clusters count: 14 || Log posterior: -2876.1072205834166 || Iter Time:0.01607489585876465 || Total time:35.234534740448 Loading and distributing data: 0.000116 seconds (129 allocations: 13.133 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -2917.3319885908277 || Iter Time:0.013078927993774414 || Total time:35.24761366844177 Iteration: 1886 || Clusters count: 14 || Log posterior: -2887.7334457542374 || Iter Time:0.01599907875061035 || Total time:35.26361274719238 Loading and distributing data: 0.000129 seconds (129 allocations: 13.133 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -2934.6302382949434 || Iter Time:0.012102842330932617 || Total time:35.275715589523315 Iteration: 1888 || Clusters count: 14 || Log posterior: -2905.6814833604203 || Iter Time:0.016168832778930664 || Total time:35.291884422302246 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -2896.810105682043 || Iter Time:0.013073921203613281 || Total time:35.30495834350586 Iteration: 1890 || Clusters count: 15 || Log posterior: -2876.400116523105 || Iter Time:0.017066001892089844 || Total time:35.32202434539795 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -2884.578584675125 || Iter Time:0.012578010559082031 || Total time:35.33460235595703 Iteration: 1892 || Clusters count: 14 || Log posterior: -2852.741863339418 || Iter Time:0.016211986541748047 || Total time:35.35081434249878 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -2939.558335348644 || Iter Time:0.011978864669799805 || Total time:35.36279320716858 Iteration: 1894 || Clusters count: 14 || Log posterior: -2918.7078153385874 || Iter Time:0.016386032104492188 || Total time:35.37917923927307 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -2996.1992647915868 || Iter Time:0.012565135955810547 || Total time:35.39174437522888 Iteration: 1896 || Clusters count: 14 || Log posterior: -2962.931562995971 || Iter Time:0.016079187393188477 || Total time:35.40782356262207 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -2957.435261978814 || Iter Time:0.011847972869873047 || Total time:35.41967153549194 Iteration: 1898 || Clusters count: 14 || Log posterior: -2915.8197070068495 || Iter Time:0.016080141067504883 || Total time:35.43575167655945 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -2943.0080510501652 || Iter Time:0.012109041213989258 || Total time:35.44786071777344 Iteration: 1900 || Clusters count: 14 || Log posterior: -2914.6726904593042 || Iter Time:0.016180038452148438 || Total time:35.464040756225586 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -2952.9335632318584 || Iter Time:0.01220703125 || Total time:35.476247787475586 Iteration: 1902 || Clusters count: 14 || Log posterior: -2929.359896265634 || Iter Time:0.016112089157104492 || Total time:35.49235987663269 Loading and distributing data: 0.000117 seconds (129 allocations: 13.133 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -2952.539639346205 || Iter Time:0.012217044830322266 || Total time:35.50457692146301 Iteration: 1904 || Clusters count: 14 || Log posterior: -2923.4680818863326 || Iter Time:0.0172579288482666 || Total time:35.52183485031128 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -2928.134014940641 || Iter Time:0.014047861099243164 || Total time:35.53588271141052 Iteration: 1906 || Clusters count: 15 || Log posterior: -2903.988978716572 || Iter Time:0.0178830623626709 || Total time:35.55376577377319 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -2956.1884566285635 || Iter Time:0.012371063232421875 || Total time:35.566136837005615 Iteration: 1908 || Clusters count: 15 || Log posterior: -2914.300445445403 || Iter Time:0.01723194122314453 || Total time:35.58336877822876 Loading and distributing data: 0.000141 seconds (129 allocations: 13.133 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -2963.559331193525 || Iter Time:0.01281881332397461 || Total time:35.596187591552734 Iteration: 1910 || Clusters count: 15 || Log posterior: -2921.893871012778 || Iter Time:0.016968965530395508 || Total time:35.61315655708313 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -2932.9297135355546 || Iter Time:0.012768983840942383 || Total time:35.62592554092407 Iteration: 1912 || Clusters count: 15 || Log posterior: -2907.6927333242184 || Iter Time:0.017266035079956055 || Total time:35.64319157600403 Loading and distributing data: 0.000139 seconds (129 allocations: 13.133 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -2898.4670231465625 || Iter Time:0.013120174407958984 || Total time:35.65631175041199 Iteration: 1914 || Clusters count: 15 || Log posterior: -2876.7608861743283 || Iter Time:0.017498016357421875 || Total time:35.67380976676941 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -2889.558615125286 || Iter Time:0.012786149978637695 || Total time:35.68659591674805 Iteration: 1916 || Clusters count: 15 || Log posterior: -2864.804246899661 || Iter Time:0.04076695442199707 || Total time:35.727362871170044 Loading and distributing data: 0.000118 seconds (129 allocations: 13.133 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -2926.516958908218 || Iter Time:0.013035058975219727 || Total time:35.740397930145264 Iteration: 1918 || Clusters count: 15 || Log posterior: -2890.2426592369507 || Iter Time:0.017041921615600586 || Total time:35.757439851760864 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -2968.853644657494 || Iter Time:0.012953042984008789 || Total time:35.77039289474487 Iteration: 1920 || Clusters count: 15 || Log posterior: -2939.6558198566577 || Iter Time:0.017806053161621094 || Total time:35.788198947906494 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3024.1785985589436 || Iter Time:0.012127876281738281 || Total time:35.80032682418823 Iteration: 1922 || Clusters count: 15 || Log posterior: -2960.561047572644 || Iter Time:0.01690816879272461 || Total time:35.81723499298096 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -2953.9844866630624 || Iter Time:0.01212000846862793 || Total time:35.829355001449585 Iteration: 1924 || Clusters count: 14 || Log posterior: -2930.9386529265544 || Iter Time:0.01612114906311035 || Total time:35.845476150512695 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -2921.7630975382017 || Iter Time:0.012997865676879883 || Total time:35.858474016189575 Iteration: 1926 || Clusters count: 14 || Log posterior: -2895.558645133962 || Iter Time:0.01758885383605957 || Total time:35.876062870025635 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -2984.9673583393405 || Iter Time:0.01215815544128418 || Total time:35.88822102546692 Iteration: 1928 || Clusters count: 14 || Log posterior: -2943.305637825611 || Iter Time:0.016376972198486328 || Total time:35.904597997665405 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3043.041901747285 || Iter Time:0.012331008911132812 || Total time:35.91692900657654 Iteration: 1930 || Clusters count: 14 || Log posterior: -3018.3325511469307 || Iter Time:0.016195058822631836 || Total time:35.93312406539917 Loading and distributing data: 0.000140 seconds (129 allocations: 13.133 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -2985.82148238769 || Iter Time:0.012344837188720703 || Total time:35.94546890258789 Iteration: 1932 || Clusters count: 14 || Log posterior: -2957.608227792845 || Iter Time:0.016522884368896484 || Total time:35.96199178695679 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -2932.534142231149 || Iter Time:0.011963129043579102 || Total time:35.973954916000366 Iteration: 1934 || Clusters count: 14 || Log posterior: -2900.9350744794488 || Iter Time:0.01640009880065918 || Total time:35.990355014801025 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -2914.691303597829 || Iter Time:0.013107061386108398 || Total time:36.003462076187134 Iteration: 1936 || Clusters count: 15 || Log posterior: -2894.319782405987 || Iter Time:0.017169952392578125 || Total time:36.02063202857971 Loading and distributing data: 0.000122 seconds (129 allocations: 13.133 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -2966.08789558197 || Iter Time:0.0127410888671875 || Total time:36.0333731174469 Iteration: 1938 || Clusters count: 14 || Log posterior: -2914.556147108907 || Iter Time:0.016257047653198242 || Total time:36.0496301651001 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -2992.2300538379727 || Iter Time:0.012175798416137695 || Total time:36.061805963516235 Iteration: 1940 || Clusters count: 14 || Log posterior: -2928.1248812252743 || Iter Time:0.016462087631225586 || Total time:36.07826805114746 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -2936.9595621158805 || Iter Time:0.012014150619506836 || Total time:36.09028220176697 Iteration: 1942 || Clusters count: 14 || Log posterior: -2904.9461668214076 || Iter Time:0.016373872756958008 || Total time:36.106656074523926 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -2927.4912485689592 || Iter Time:0.012183904647827148 || Total time:36.11883997917175 Iteration: 1944 || Clusters count: 14 || Log posterior: -2906.4208343894543 || Iter Time:0.01614999771118164 || Total time:36.134989976882935 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -2996.7919975190675 || Iter Time:0.011860847473144531 || Total time:36.14685082435608 Iteration: 1946 || Clusters count: 14 || Log posterior: -2953.482795160412 || Iter Time:0.016189098358154297 || Total time:36.16303992271423 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3004.1325366522583 || Iter Time:0.012600898742675781 || Total time:36.17564082145691 Iteration: 1948 || Clusters count: 14 || Log posterior: -2956.834305836892 || Iter Time:0.016309022903442383 || Total time:36.19194984436035 Loading and distributing data: 0.000144 seconds (129 allocations: 13.133 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3006.769214014913 || Iter Time:0.012543916702270508 || Total time:36.20449376106262 Iteration: 1950 || Clusters count: 14 || Log posterior: -2962.691860638946 || Iter Time:0.0385282039642334 || Total time:36.243021965026855 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -2976.6915757226184 || Iter Time:0.01180410385131836 || Total time:36.254826068878174 Iteration: 1952 || Clusters count: 14 || Log posterior: -2923.25282900779 || Iter Time:0.016610145568847656 || Total time:36.27143621444702 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -2968.810698149654 || Iter Time:0.012733936309814453 || Total time:36.284170150756836 Iteration: 1954 || Clusters count: 15 || Log posterior: -2924.824956934124 || Iter Time:0.016742944717407227 || Total time:36.30091309547424 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -2929.535707778493 || Iter Time:0.012614965438842773 || Total time:36.313528060913086 Iteration: 1956 || Clusters count: 14 || Log posterior: -2906.9585899872995 || Iter Time:0.017200946807861328 || Total time:36.33072900772095 Loading and distributing data: 0.000137 seconds (129 allocations: 13.133 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -2919.2166359750568 || Iter Time:0.012608051300048828 || Total time:36.343337059020996 Iteration: 1958 || Clusters count: 14 || Log posterior: -2906.5313570325948 || Iter Time:0.016546964645385742 || Total time:36.35988402366638 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -2922.607281797687 || Iter Time:0.012481927871704102 || Total time:36.372365951538086 Iteration: 1960 || Clusters count: 14 || Log posterior: -2905.5641510161345 || Iter Time:0.016295909881591797 || Total time:36.38866186141968 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -2942.493005101849 || Iter Time:0.012222051620483398 || Total time:36.40088391304016 Iteration: 1962 || Clusters count: 14 || Log posterior: -2921.8902974192306 || Iter Time:0.01679515838623047 || Total time:36.41767907142639 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -2931.869544659202 || Iter Time:0.017261028289794922 || Total time:36.43494009971619 Iteration: 1964 || Clusters count: 14 || Log posterior: -2897.115026320845 || Iter Time:0.019224882125854492 || Total time:36.45416498184204 Loading and distributing data: 0.000159 seconds (129 allocations: 13.133 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -2913.3727523961547 || Iter Time:0.013128995895385742 || Total time:36.46729397773743 Iteration: 1966 || Clusters count: 14 || Log posterior: -2896.504440064122 || Iter Time:0.017582178115844727 || Total time:36.48487615585327 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -2955.9933306331095 || Iter Time:0.01314687728881836 || Total time:36.49802303314209 Iteration: 1968 || Clusters count: 14 || Log posterior: -2921.8840502711814 || Iter Time:0.01707005500793457 || Total time:36.515093088150024 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -2922.9472276576485 || Iter Time:0.01270914077758789 || Total time:36.52780222892761 Iteration: 1970 || Clusters count: 14 || Log posterior: -2894.232618269028 || Iter Time:0.016891002655029297 || Total time:36.54469323158264 Loading and distributing data: 0.000121 seconds (129 allocations: 13.133 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -2937.388433891389 || Iter Time:0.012862920761108398 || Total time:36.55755615234375 Iteration: 1972 || Clusters count: 14 || Log posterior: -2902.477792424709 || Iter Time:0.016997098922729492 || Total time:36.57455325126648 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -2895.758750964464 || Iter Time:0.014199972152709961 || Total time:36.58875322341919 Iteration: 1974 || Clusters count: 15 || Log posterior: -2873.3119855194905 || Iter Time:0.017978906631469727 || Total time:36.60673213005066 Loading and distributing data: 0.000132 seconds (129 allocations: 13.133 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -2901.0808011528884 || Iter Time:0.013023138046264648 || Total time:36.619755268096924 Iteration: 1976 || Clusters count: 15 || Log posterior: -2875.295737660553 || Iter Time:0.01787590980529785 || Total time:36.63763117790222 Loading and distributing data: 0.000120 seconds (129 allocations: 13.133 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -2879.1811218333028 || Iter Time:0.013624906539916992 || Total time:36.65125608444214 Iteration: 1978 || Clusters count: 14 || Log posterior: -2861.6902027874803 || Iter Time:0.017232894897460938 || Total time:36.6684889793396 Loading and distributing data: 0.000125 seconds (129 allocations: 13.133 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -2933.2818652972846 || Iter Time:0.013370990753173828 || Total time:36.68185997009277 Iteration: 1980 || Clusters count: 14 || Log posterior: -2899.871803637589 || Iter Time:0.019646883010864258 || Total time:36.70150685310364 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -2941.7537413366576 || Iter Time:0.013148069381713867 || Total time:36.71465492248535 Iteration: 1982 || Clusters count: 14 || Log posterior: -2911.4759259259013 || Iter Time:0.017972946166992188 || Total time:36.732627868652344 Loading and distributing data: 0.000143 seconds (129 allocations: 13.133 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -2922.9367173273235 || Iter Time:0.013077974319458008 || Total time:36.7457058429718 Iteration: 1984 || Clusters count: 14 || Log posterior: -2902.852723915952 || Iter Time:0.04253506660461426 || Total time:36.788240909576416 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -2938.830277562688 || Iter Time:0.01248311996459961 || Total time:36.800724029541016 Iteration: 1986 || Clusters count: 14 || Log posterior: -2907.4203303340782 || Iter Time:0.01643204689025879 || Total time:36.817156076431274 Loading and distributing data: 0.000126 seconds (129 allocations: 13.133 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -2951.7721516913616 || Iter Time:0.012485027313232422 || Total time:36.82964110374451 Iteration: 1988 || Clusters count: 14 || Log posterior: -2896.107598046173 || Iter Time:0.0171051025390625 || Total time:36.84674620628357 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -2932.8818595729563 || Iter Time:0.012688159942626953 || Total time:36.859434366226196 Iteration: 1990 || Clusters count: 14 || Log posterior: -2913.4732754285105 || Iter Time:0.017675161361694336 || Total time:36.87710952758789 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -2905.0960234445874 || Iter Time:0.01385807991027832 || Total time:36.89096760749817 Iteration: 1992 || Clusters count: 15 || Log posterior: -2883.434533383025 || Iter Time:0.01767897605895996 || Total time:36.90864658355713 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -2898.761539278454 || Iter Time:0.013293981552124023 || Total time:36.92194056510925 Iteration: 1994 || Clusters count: 15 || Log posterior: -2871.066226508685 || Iter Time:0.01816391944885254 || Total time:36.940104484558105 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -2958.363261276161 || Iter Time:0.013914823532104492 || Total time:36.95401930809021 Iteration: 1996 || Clusters count: 14 || Log posterior: -2920.6707013815053 || Iter Time:0.018826961517333984 || Total time:36.972846269607544 Loading and distributing data: 0.000158 seconds (129 allocations: 13.133 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -2915.937480940116 || Iter Time:0.013776063919067383 || Total time:36.98662233352661 Iteration: 1998 || Clusters count: 14 || Log posterior: -2891.9880604266014 || Iter Time:0.017340898513793945 || Total time:37.003963232040405 Loading and distributing data: 0.000128 seconds (129 allocations: 13.133 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -2912.1216764583896 || Iter Time:0.013025045394897461 || Total time:37.0169882774353 Iteration: 2000 || Clusters count: 14 || Log posterior: -2882.3677307091953 || Iter Time:0.016206979751586914 || Total time:37.03319525718689 Loading and distributing data: 0.000119 seconds (129 allocations: 13.133 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -2938.4755158303387 || Iter Time:0.012204885482788086 || Total time:37.04540014266968 Iteration: 2002 || Clusters count: 14 || Log posterior: -2910.989691005896 || Iter Time:0.018503904342651367 || Total time:37.06390404701233 Loading and distributing data: 0.000123 seconds (129 allocations: 13.133 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -2998.0102512456756 || Iter Time:0.011880874633789062 || Total time:37.07578492164612 Iteration: 2004 || Clusters count: 14 || Log posterior: -2952.739517618507 || Iter Time:0.015251874923706055 || Total time:37.091036796569824 Loading and distributing data: 0.000130 seconds (129 allocations: 13.133 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3031.9593430946607 || Iter Time:0.01094198226928711 || Total time:37.10197877883911 Iteration: 2006 || Clusters count: 14 || Log posterior: -2997.949738745783 || Iter Time:0.014863967895507812 || Total time:37.11684274673462 Loading and distributing data: 0.000133 seconds (129 allocations: 13.133 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3065.9696640444054 || Iter Time:0.011428117752075195 || Total time:37.128270864486694 Iteration: 2008 || Clusters count: 14 || Log posterior: -3027.157851389509 || Iter Time:0.01890397071838379 || Total time:37.14717483520508 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -2958.727540075208 || Iter Time:0.012789011001586914 || Total time:37.159963846206665 Iteration: 2010 || Clusters count: 14 || Log posterior: -2932.64304821675 || Iter Time:0.016830921173095703 || Total time:37.17679476737976 Loading and distributing data: 0.000124 seconds (129 allocations: 13.133 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3010.4897546550783 || Iter Time:0.012696027755737305 || Total time:37.1894907951355 Iteration: 2012 || Clusters count: 14 || Log posterior: -2966.4253418428343 || Iter Time:0.018146038055419922 || Total time:37.20763683319092 Loading and distributing data: 0.000127 seconds (129 allocations: 13.133 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -2998.7373046138464 || Iter Time:0.014343023300170898 || Total time:37.22197985649109 Iteration: 2014 || Clusters count: 14 || Log posterior: -2965.6064226758767 || Iter Time:0.018375158309936523 || Total time:37.240355014801025 Loading and distributing data: 0.000136 seconds (129 allocations: 13.133 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -2913.467052432524 || Iter Time:0.012950897216796875 || Total time:37.25330591201782 Iteration: 2016 || Clusters count: 14 || Log posterior: -2894.4286382071814 || Iter Time:0.01790904998779297 || Total time:37.271214962005615 Loading and distributing data: 0.000150 seconds (129 allocations: 13.133 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -2975.59796029266 || Iter Time:0.013894081115722656 || Total time:37.28510904312134 Iteration: 2018 || Clusters count: 14 || Log posterior: -2941.651768945721 || Iter Time:0.01771688461303711 || Total time:37.302825927734375 Loading and distributing data: 0.000138 seconds (129 allocations: 13.133 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -2957.27507719676 || Iter Time:0.013033866882324219 || Total time:37.3158597946167 Iteration: 2020 || Clusters count: 14 || Log posterior: -2910.3278941106205 || Iter Time:0.04034304618835449 || Total time:37.356202840805054 Loading and distributing data: 0.000151 seconds (129 allocations: 13.133 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -2947.375265604523 || Iter Time:0.01229405403137207 || Total time:37.368496894836426 Iteration: 2022 || Clusters count: 14 || Log posterior: -2922.4322254793833 || Iter Time:0.01695990562438965 || Total time:37.385456800460815 Loading and distributing data: 0.000147 seconds (129 allocations: 13.133 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -2938.053971855039 || Iter Time:0.014075040817260742 || Total time:37.399531841278076 Iteration: 2024 || Clusters count: 14 || Log posterior: -2907.2375211258677 || Iter Time:0.016776084899902344 || Total time:37.41630792617798 Loading and distributing data: 0.000131 seconds (129 allocations: 13.133 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -2949.4041052280936 || Iter Time:0.012625932693481445 || Total time:37.42893385887146 Iteration: 2026 || Clusters count: 14 || Log posterior: -2929.7242528757597 || Iter Time:0.01679086685180664 || Total time:37.44572472572327 Loading and distributing data: 0.000135 seconds (129 allocations: 13.133 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -2940.55339481129 || Iter Time:0.013010978698730469 || Total time:37.458735704422 Iteration: 2028 || Clusters count: 14 || Log posterior: -2917.731023849544 || Iter Time:0.018563032150268555 || Total time:37.477298736572266 Avg NMI: 0.8810427965277223 Full NMI: 0.8682957822708126 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m24.7s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.75s PkgEval succeeded after 343.42s