Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.464 (abc56fde89*) started at 2025-05-01T19:40:12.358 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... ┌ Warning: could not download https://pkg.julialang.org/registries │ exception = RequestError: HTTP/2 301 (Connection timed out after 30006 milliseconds) while requesting https://pkg.julialang.org/registries └ @ Pkg.Registry /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Registry/Registry.jl:77 Set-up completed after 5.96s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [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 v0.25.119 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.34 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.12.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2024.12.31 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.0.16+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 3.0s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 105.48s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_JrKWSZ/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.119 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_JrKWSZ/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [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 v0.25.119 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.34 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.115953 seconds (1.10 M allocations: 63.268 MiB, 99.88% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:10.462013006210327 || Total time:10.462013006210327 Iteration: 1 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.046452999114990234 || Total time:10.508466005325317 Iteration: 2 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0030510425567626953 || Total time:10.51151704788208 Iteration: 3 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0028350353240966797 || Total time:10.514352083206177 Iteration: 4 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0029850006103515625 || Total time:10.517337083816528 Iteration: 5 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0029211044311523438 || Total time:10.52025818824768 Iteration: 6 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0029439926147460938 || Total time:10.523202180862427 Iteration: 7 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0029349327087402344 || Total time:10.526137113571167 Iteration: 8 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0030999183654785156 || Total time:10.529237031936646 Iteration: 9 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0029191970825195312 || Total time:10.532156229019165 Iteration: 10 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.003031015396118164 || Total time:10.535187244415283 Iteration: 11 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.0030019283294677734 || Total time:10.538189172744751 Iteration: 12 || Clusters count: 1 || Log posterior: -233315.56923629093 || Iter Time:0.002986907958984375 || Total time:10.541176080703735 Iteration: 13 || Clusters count: 2 || Log posterior: -233067.12682375425 || Iter Time:2.1800429821014404 || Total time:12.721219062805176 Iteration: 14 || Clusters count: 2 || Log posterior: -233068.65525127118 || Iter Time:0.0032510757446289062 || Total time:12.724470138549805 Iteration: 15 || Clusters count: 2 || Log posterior: -233085.5560067017 || Iter Time:0.002995014190673828 || Total time:12.727465152740479 Iteration: 16 || Clusters count: 2 || Log posterior: -233078.53889785058 || Iter Time:0.003010988235473633 || Total time:12.730476140975952 Iteration: 17 || Clusters count: 2 || Log posterior: -233088.10921035058 || Iter Time:0.002995014190673828 || Total time:12.733471155166626 Iteration: 18 || Clusters count: 2 || Log posterior: -233089.03423050224 || Iter Time:0.0029659271240234375 || Total time:12.73643708229065 Iteration: 19 || Clusters count: 2 || Log posterior: -233087.36473958293 || Iter Time:0.0029921531677246094 || Total time:12.739429235458374 Iteration: 20 || Clusters count: 2 || Log posterior: -232983.5650178715 || Iter Time:1.9284861087799072 || Total time:14.667915344238281 Loading and distributing data: 0.000692 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233267.97083810694 || Iter Time:0.021776199340820312 || Total time:14.689691543579102 Iteration: 22 || Clusters count: 2 || Log posterior: -233221.50754390543 || Iter Time:0.0034940242767333984 || Total time:14.693185567855835 Iteration: 23 || Clusters count: 2 || Log posterior: -233246.41805869964 || Iter Time:0.003339052200317383 || Total time:14.696524620056152 Iteration: 24 || Clusters count: 2 || Log posterior: -233228.95613482778 || Iter Time:0.0032880306243896484 || Total time:14.699812650680542 Iteration: 25 || Clusters count: 2 || Log posterior: -233183.2159517697 || Iter Time:0.0033249855041503906 || Total time:14.703137636184692 Iteration: 26 || Clusters count: 2 || Log posterior: -233181.5873993437 || Iter Time:0.003197908401489258 || Total time:14.706335544586182 Iteration: 27 || Clusters count: 2 || Log posterior: -233163.07353096874 || Iter Time:0.0032968521118164062 || Total time:14.709632396697998 Iteration: 28 || Clusters count: 3 || Log posterior: -232965.3253811858 || Iter Time:0.004509925842285156 || Total time:14.714142322540283 Iteration: 29 || Clusters count: 3 || Log posterior: -232889.19884931546 || Iter Time:0.0036058425903320312 || Total time:14.717748165130615 Iteration: 30 || Clusters count: 3 || Log posterior: -232861.22200894865 || Iter Time:0.003529071807861328 || Total time:14.721277236938477 Iteration: 31 || Clusters count: 3 || Log posterior: -232845.91683446744 || Iter Time:0.0035970211029052734 || Total time:14.724874258041382 Iteration: 32 || Clusters count: 3 || Log posterior: -232801.62053351654 || Iter Time:0.0035657882690429688 || Total time:14.728440046310425 Iteration: 33 || Clusters count: 3 || Log posterior: -232796.75628175604 || Iter Time:0.0035278797149658203 || Total time:14.73196792602539 Iteration: 34 || Clusters count: 3 || Log posterior: -232785.55349555705 || Iter Time:0.003612041473388672 || Total time:14.73557996749878 Iteration: 35 || Clusters count: 3 || Log posterior: -232777.45687986808 || Iter Time:0.003574848175048828 || Total time:14.739154815673828 Iteration: 36 || Clusters count: 3 || Log posterior: -232780.22162589338 || Iter Time:0.003548145294189453 || Total time:14.742702960968018 Iteration: 37 || Clusters count: 3 || Log posterior: -232796.9690815773 || Iter Time:0.0036020278930664062 || Total time:14.746304988861084 Iteration: 38 || Clusters count: 3 || Log posterior: -232780.1462041784 || Iter Time:0.0036039352416992188 || Total time:14.749908924102783 Iteration: 39 || Clusters count: 3 || Log posterior: -232765.42095256096 || Iter Time:0.0036199092864990234 || Total time:14.753528833389282 Iteration: 40 || Clusters count: 3 || Log posterior: -232777.16185613477 || Iter Time:0.003962993621826172 || Total time:14.757491827011108 Iteration: 41 || Clusters count: 3 || Log posterior: -232695.89070797124 || Iter Time:0.003518819808959961 || Total time:14.761010646820068 Loading and distributing data: 0.000563 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262822.2946502583 || Iter Time:0.0036478042602539062 || Total time:14.764658451080322 Iteration: 43 || Clusters count: 4 || Log posterior: -262438.5866281595 || Iter Time:0.003815889358520508 || Total time:14.768474340438843 Iteration: 44 || Clusters count: 4 || Log posterior: -262363.70902251155 || Iter Time:0.0033338069915771484 || Total time:14.77180814743042 Iteration: 45 || Clusters count: 4 || Log posterior: -262352.8942352406 || Iter Time:0.0033369064331054688 || Total time:14.775145053863525 Iteration: 46 || Clusters count: 4 || Log posterior: -262349.2909937676 || Iter Time:0.003371000289916992 || Total time:14.778516054153442 Iteration: 47 || Clusters count: 4 || Log posterior: -262362.7083132779 || Iter Time:0.0033338069915771484 || Total time:14.78184986114502 Iteration: 48 || Clusters count: 4 || Log posterior: -262339.9822659234 || Iter Time:0.0033500194549560547 || Total time:14.785199880599976 Iteration: 49 || Clusters count: 4 || Log posterior: -262311.0354444262 || Iter Time:0.003390073776245117 || Total time:14.78858995437622 Iteration: 50 || Clusters count: 4 || Log posterior: -262323.07109589747 || Iter Time:0.0033888816833496094 || Total time:14.79197883605957 Iteration: 51 || Clusters count: 4 || Log posterior: -262295.3393629541 || Iter Time:0.003429889678955078 || Total time:14.795408725738525 Iteration: 52 || Clusters count: 5 || Log posterior: -261967.8672018369 || Iter Time:0.00409698486328125 || Total time:14.799505710601807 Iteration: 53 || Clusters count: 5 || Log posterior: -261848.198070272 || Iter Time:0.003576040267944336 || Total time:14.803081750869751 Iteration: 54 || Clusters count: 5 || Log posterior: -261840.71582828715 || Iter Time:0.003534078598022461 || Total time:14.806615829467773 Iteration: 55 || Clusters count: 6 || Log posterior: -261632.22455592995 || Iter Time:0.004537105560302734 || Total time:14.811152935028076 Iteration: 56 || Clusters count: 6 || Log posterior: -261564.16054955003 || Iter Time:0.0037000179290771484 || Total time:14.814852952957153 Iteration: 57 || Clusters count: 6 || Log posterior: -261556.28321589774 || Iter Time:0.003667116165161133 || Total time:14.818520069122314 Iteration: 58 || Clusters count: 6 || Log posterior: -261541.87306410028 || Iter Time:0.01108407974243164 || Total time:14.829604148864746 Iteration: 59 || Clusters count: 6 || Log posterior: -261543.69903801527 || Iter Time:0.004631996154785156 || Total time:14.834236145019531 Iteration: 60 || Clusters count: 6 || Log posterior: -261534.34578739872 || Iter Time:0.031243085861206055 || Total time:14.865479230880737 Iteration: 61 || Clusters count: 6 || Log posterior: -261534.08407298228 || Iter Time:0.007116079330444336 || Total time:14.872595310211182 Iteration: 62 || Clusters count: 6 || Log posterior: -261455.23986933508 || Iter Time:0.0065631866455078125 || Total time:14.87915849685669 Loading and distributing data: 0.000685 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261609.5656422608 || Iter Time:0.006081819534301758 || Total time:14.885240316390991 Iteration: 64 || Clusters count: 7 || Log posterior: -261336.91013423077 || Iter Time:0.007770061492919922 || Total time:14.893010377883911 Iteration: 65 || Clusters count: 7 || Log posterior: -261252.7453544849 || Iter Time:0.0074460506439208984 || Total time:14.900456428527832 Iteration: 66 || Clusters count: 7 || Log posterior: -261239.3238654358 || Iter Time:0.007554054260253906 || Total time:14.908010482788086 Iteration: 67 || Clusters count: 9 || Log posterior: -260642.7602849258 || Iter Time:0.008734941482543945 || Total time:14.91674542427063 Iteration: 68 || Clusters count: 9 || Log posterior: -260534.4399217373 || Iter Time:0.008146047592163086 || Total time:14.924891471862793 Iteration: 69 || Clusters count: 9 || Log posterior: -260548.0920924144 || Iter Time:0.008016109466552734 || Total time:14.932907581329346 Iteration: 70 || Clusters count: 10 || Log posterior: -260332.3371731249 || Iter Time:0.009289979934692383 || Total time:14.942197561264038 Iteration: 71 || Clusters count: 10 || Log posterior: -260310.69875009617 || Iter Time:0.007627010345458984 || Total time:14.949824571609497 Iteration: 72 || Clusters count: 10 || Log posterior: -260300.0935119012 || Iter Time:0.008163928985595703 || Total time:14.957988500595093 Iteration: 73 || Clusters count: 10 || Log posterior: -260296.16871145702 || Iter Time:0.008090972900390625 || Total time:14.966079473495483 Iteration: 74 || Clusters count: 11 || Log posterior: -260158.15034040847 || Iter Time:0.009180068969726562 || Total time:14.97525954246521 Iteration: 75 || Clusters count: 11 || Log posterior: -260066.9011132181 || Iter Time:0.029675006866455078 || Total time:15.004934549331665 Iteration: 76 || Clusters count: 11 || Log posterior: -260000.5642962881 || Iter Time:0.005087137222290039 || Total time:15.010021686553955 Iteration: 77 || Clusters count: 11 || Log posterior: -259965.73533286835 || Iter Time:0.004656076431274414 || Total time:15.01467776298523 Iteration: 78 || Clusters count: 11 || Log posterior: -259937.13620414687 || Iter Time:0.004678010940551758 || Total time:15.019355773925781 Iteration: 79 || Clusters count: 11 || Log posterior: -259941.27693836382 || Iter Time:0.5960888862609863 || Total time:15.615444660186768 Iteration: 80 || Clusters count: 11 || Log posterior: -259937.87736184808 || Iter Time:0.005301952362060547 || Total time:15.620746612548828 Iteration: 81 || Clusters count: 11 || Log posterior: -259942.82137932224 || Iter Time:0.004973888397216797 || Total time:15.625720500946045 Iteration: 82 || Clusters count: 11 || Log posterior: -259905.92375041975 || Iter Time:0.005188941955566406 || Total time:15.630909442901611 Iteration: 83 || Clusters count: 11 || Log posterior: -259868.6245131789 || Iter Time:0.005145072937011719 || Total time:15.636054515838623 Loading and distributing data: 0.000479 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 11 || Log posterior: -260027.46661709234 || Iter Time:0.006134033203125 || Total time:15.642188549041748 Iteration: 85 || Clusters count: 14 || Log posterior: -259219.9569520015 || Iter Time:0.008101940155029297 || Total time:15.650290489196777 Iteration: 86 || Clusters count: 14 || Log posterior: -259023.84791313304 || Iter Time:0.0170900821685791 || Total time:15.667380571365356 Iteration: 87 || Clusters count: 14 || Log posterior: -259003.36349589415 || Iter Time:0.006097078323364258 || Total time:15.67347764968872 Iteration: 88 || Clusters count: 14 || Log posterior: -258968.77803810083 || Iter Time:0.006170034408569336 || Total time:15.67964768409729 Iteration: 89 || Clusters count: 15 || Log posterior: -258775.63069604101 || Iter Time:0.006573915481567383 || Total time:15.686221599578857 Iteration: 90 || Clusters count: 15 || Log posterior: -258695.61458699615 || Iter Time:0.00616002082824707 || Total time:15.692381620407104 Iteration: 91 || Clusters count: 15 || Log posterior: -258684.97361985157 || Iter Time:0.0062999725341796875 || Total time:15.698681592941284 Iteration: 92 || Clusters count: 15 || Log posterior: -258692.18511597606 || Iter Time:0.006306171417236328 || Total time:15.70498776435852 Iteration: 93 || Clusters count: 15 || Log posterior: -258660.95366272522 || Iter Time:0.0066030025482177734 || Total time:15.711590766906738 Iteration: 94 || Clusters count: 15 || Log posterior: -258655.66333502595 || Iter Time:0.015112876892089844 || Total time:15.726703643798828 Iteration: 95 || Clusters count: 15 || Log posterior: -258657.72673585906 || Iter Time:0.006340980529785156 || Total time:15.733044624328613 Iteration: 96 || Clusters count: 15 || Log posterior: -258654.32267076848 || Iter Time:0.0062711238861083984 || Total time:15.739315748214722 Iteration: 97 || Clusters count: 15 || Log posterior: -258663.64276873608 || Iter Time:0.0060689449310302734 || Total time:15.745384693145752 Iteration: 98 || Clusters count: 15 || Log posterior: -258666.02365225437 || Iter Time:0.0064771175384521484 || Total time:15.751861810684204 Iteration: 99 || Clusters count: 15 || Log posterior: -258670.27452794072 || Iter Time:0.006208181381225586 || Total time:15.75806999206543 Iteration: 100 || Clusters count: 15 || Log posterior: -258656.4714294813 || Iter Time:0.007597923278808594 || Total time:15.765667915344238 Iteration: 101 || Clusters count: 15 || Log posterior: -258682.5461702393 || Iter Time:0.008068084716796875 || Total time:15.773736000061035 Iteration: 102 || Clusters count: 16 || Log posterior: -258232.89225444774 || Iter Time:0.011811017990112305 || Total time:15.785547018051147 Iteration: 103 || Clusters count: 16 || Log posterior: -258165.39797230816 || Iter Time:0.008031845092773438 || Total time:15.793578863143921 Iteration: 104 || Clusters count: 16 || Log posterior: -258142.34913281238 || Iter Time:0.008177995681762695 || Total time:15.801756858825684 Loading and distributing data: 0.000602 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -258040.6463438777 || Iter Time:0.008944988250732422 || Total time:15.810701847076416 Iteration: 106 || Clusters count: 16 || Log posterior: -257983.33589036658 || Iter Time:0.011723995208740234 || Total time:15.822425842285156 Iteration: 107 || Clusters count: 16 || Log posterior: -257968.1782524081 || Iter Time:0.009084939956665039 || Total time:15.831510782241821 Iteration: 108 || Clusters count: 16 || Log posterior: -257981.11335234583 || Iter Time:0.00902104377746582 || Total time:15.840531826019287 Iteration: 109 || Clusters count: 16 || Log posterior: -257983.94521198794 || Iter Time:0.009022951126098633 || Total time:15.849554777145386 Iteration: 110 || Clusters count: 16 || Log posterior: -257978.62385061567 || Iter Time:0.011610984802246094 || Total time:15.861165761947632 Iteration: 111 || Clusters count: 16 || Log posterior: -257978.96146775645 || Iter Time:0.009104013442993164 || Total time:15.870269775390625 Iteration: 112 || Clusters count: 16 || Log posterior: -257967.68020679767 || Iter Time:0.009052038192749023 || Total time:15.879321813583374 Iteration: 113 || Clusters count: 16 || Log posterior: -257997.02509839358 || Iter Time:0.00887298583984375 || Total time:15.888194799423218 Iteration: 114 || Clusters count: 16 || Log posterior: -257974.62227000415 || Iter Time:0.011662006378173828 || Total time:15.899856805801392 Iteration: 115 || Clusters count: 16 || Log posterior: -257968.2371822162 || Iter Time:0.009145975112915039 || Total time:15.909002780914307 Iteration: 116 || Clusters count: 17 || Log posterior: -257723.6981263784 || Iter Time:0.00951695442199707 || Total time:15.918519735336304 Iteration: 117 || Clusters count: 18 || Log posterior: -257279.80022926923 || Iter Time:0.012418031692504883 || Total time:15.930937767028809 Iteration: 118 || Clusters count: 18 || Log posterior: -257252.91848494858 || Iter Time:0.009795188903808594 || Total time:15.940732955932617 Iteration: 119 || Clusters count: 18 || Log posterior: -257249.2257901715 || Iter Time:0.009738922119140625 || Total time:15.950471878051758 Iteration: 120 || Clusters count: 18 || Log posterior: -257247.8852579683 || Iter Time:0.012290000915527344 || Total time:15.962761878967285 Iteration: 121 || Clusters count: 18 || Log posterior: -257243.99172896685 || Iter Time:0.009857892990112305 || Total time:15.972619771957397 Iteration: 122 || Clusters count: 18 || Log posterior: -257239.06650035857 || Iter Time:0.009896039962768555 || Total time:15.982515811920166 Iteration: 123 || Clusters count: 18 || Log posterior: -257233.3973669245 || Iter Time:0.012423038482666016 || Total time:15.994938850402832 Iteration: 124 || Clusters count: 18 || Log posterior: -257240.07565810592 || Iter Time:0.009978055953979492 || Total time:16.00491690635681 Iteration: 125 || Clusters count: 18 || Log posterior: -257238.6016745964 || Iter Time:0.009148120880126953 || Total time:16.01406502723694 Loading and distributing data: 0.000476 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -257258.49502334022 || Iter Time:0.01240992546081543 || Total time:16.026474952697754 Iteration: 127 || Clusters count: 18 || Log posterior: -257214.61635054657 || Iter Time:0.010354042053222656 || Total time:16.036828994750977 Iteration: 128 || Clusters count: 18 || Log posterior: -257221.20914234917 || Iter Time:0.010236978530883789 || Total time:16.04706597328186 Iteration: 129 || Clusters count: 18 || Log posterior: -257118.51917102071 || Iter Time:0.013009071350097656 || Total 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time:16.138274431228638 Iteration: 137 || Clusters count: 19 || Log posterior: -256887.70206349497 || Iter Time:0.010627985000610352 || Total time:16.148902416229248 Iteration: 138 || Clusters count: 19 || Log posterior: -256885.237487475 || Iter Time:0.013128042221069336 || Total time:16.162030458450317 Iteration: 139 || Clusters count: 19 || Log posterior: -256884.6354479088 || Iter Time:0.010478019714355469 || Total time:16.172508478164673 Iteration: 140 || Clusters count: 19 || Log posterior: -256886.23898458408 || Iter Time:0.010404109954833984 || Total time:16.182912588119507 Iteration: 141 || Clusters count: 19 || Log posterior: -256881.31059740396 || Iter Time:0.013184070587158203 || Total time:16.196096658706665 Iteration: 142 || Clusters count: 19 || Log posterior: -256884.9293184095 || Iter Time:0.010987997055053711 || Total time:16.20708465576172 Iteration: 143 || Clusters count: 19 || Log posterior: -256881.67813296407 || Iter Time:0.011269092559814453 || Total time:16.218353748321533 Iteration: 144 || Clusters count: 19 || Log posterior: -256887.9343524139 || Iter Time:0.014045953750610352 || Total time:16.232399702072144 Iteration: 145 || Clusters count: 19 || Log posterior: -256882.70507228884 || Iter Time:0.011679887771606445 || Total time:16.24407958984375 Iteration: 146 || Clusters count: 19 || Log posterior: -256875.0781302201 || Iter Time:0.011368036270141602 || Total time:16.25544762611389 Loading and distributing data: 0.000471 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -256525.05738238877 || Iter Time:0.015275955200195312 || Total time:16.270723581314087 Iteration: 148 || Clusters count: 20 || Log posterior: -256468.25994451385 || Iter Time:0.011863946914672852 || Total time:16.28258752822876 Iteration: 149 || Clusters count: 20 || Log posterior: -256458.86265305325 || Iter Time:0.012243032455444336 || Total time:16.294830560684204 Iteration: 150 || Clusters count: 20 || Log posterior: -256466.983833417 || Iter Time:0.014354944229125977 || Total time:16.30918550491333 Iteration: 151 || Clusters count: 20 || Log posterior: -256469.28533673848 || Iter Time:0.01168203353881836 || Total time:16.32086753845215 Iteration: 152 || Clusters count: 20 || Log posterior: -256461.9773171205 || Iter Time:0.013975858688354492 || Total time:16.334843397140503 Iteration: 153 || Clusters count: 20 || Log posterior: -256459.58055302463 || Iter Time:0.011739015579223633 || Total time:16.346582412719727 Iteration: 154 || Clusters count: 20 || Log posterior: -256455.58878083114 || Iter Time:0.012048959732055664 || Total time:16.358631372451782 Iteration: 155 || Clusters count: 20 || Log posterior: -256454.4296334327 || Iter Time:0.014249086380004883 || Total time:16.372880458831787 Iteration: 156 || Clusters count: 20 || Log posterior: -256457.25156891247 || Iter Time:0.011972904205322266 || Total time:16.38485336303711 Iteration: 157 || Clusters count: 20 || Log posterior: -256455.2485834816 || Iter Time:0.011749029159545898 || Total time:16.396602392196655 Iteration: 158 || Clusters count: 21 || Log posterior: -256462.75293667486 || Iter Time:0.014265060424804688 || Total time:16.41086745262146 Iteration: 159 || Clusters count: 21 || Log posterior: -256466.9986999539 || Iter Time:0.011368989944458008 || Total time:16.422236442565918 Iteration: 160 || Clusters count: 21 || Log posterior: -256468.5462920752 || Iter Time:0.01379084587097168 || Total time:16.43602728843689 Iteration: 161 || Clusters count: 21 || Log posterior: -256470.17982409845 || Iter Time:0.011558055877685547 || Total time:16.447585344314575 Iteration: 162 || Clusters count: 21 || Log posterior: -256461.24836380628 || Iter Time:0.012991905212402344 || Total time:16.460577249526978 Iteration: 163 || Clusters count: 21 || Log posterior: -256460.8872006724 || Iter Time:0.015582084655761719 || Total time:16.47615933418274 Iteration: 164 || Clusters count: 21 || Log posterior: -256463.1435036005 || Iter Time:0.013332128524780273 || Total time:16.48949146270752 Iteration: 165 || Clusters count: 21 || Log posterior: -256462.13552436465 || Iter Time:0.016419172286987305 || Total time:16.505910634994507 Iteration: 166 || Clusters count: 21 || Log posterior: -256460.69836582907 || Iter Time:0.013262033462524414 || Total time:16.51917266845703 Iteration: 167 || Clusters count: 21 || Log posterior: -256460.69836582907 || Iter Time:0.01240086555480957 || Total time:16.53157353401184 Loading and distributing data: 0.000613 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256671.81219231905 || Iter Time:0.015681028366088867 || Total time:16.54725456237793 Iteration: 169 || Clusters count: 20 || Log posterior: -256643.89598948782 || Iter Time:0.013074874877929688 || Total time:16.56032943725586 Iteration: 170 || Clusters count: 20 || Log posterior: -256631.933563237 || Iter Time:0.015739917755126953 || Total time:16.576069355010986 Iteration: 171 || Clusters count: 20 || Log posterior: -256624.3202681819 || Iter Time:0.012382984161376953 || Total time:16.588452339172363 Iteration: 172 || Clusters count: 20 || Log posterior: -256626.03167538618 || Iter Time:0.01241302490234375 || Total time:16.600865364074707 Iteration: 173 || Clusters count: 20 || Log posterior: -256632.01436384246 || Iter Time:0.014902114868164062 || Total time:16.61576747894287 Iteration: 174 || Clusters count: 20 || Log posterior: -256626.71454664314 || Iter Time:0.013020038604736328 || Total time:16.628787517547607 Iteration: 175 || Clusters count: 20 || Log posterior: -256621.7388664666 || Iter Time:0.013917922973632812 || Total time:16.64270544052124 Iteration: 176 || Clusters count: 20 || Log posterior: -256618.16709461593 || Iter Time:0.016788959503173828 || Total time:16.659494400024414 Iteration: 177 || Clusters count: 20 || Log posterior: -256633.23733271033 || Iter Time:0.01320791244506836 || Total time:16.672702312469482 Iteration: 178 || Clusters count: 20 || Log posterior: -256620.04558077708 || Iter Time:0.015930891036987305 || Total time:16.68863320350647 Iteration: 179 || Clusters count: 20 || Log posterior: -256627.18189255585 || Iter Time:0.013367176055908203 || Total time:16.702000379562378 Iteration: 180 || Clusters count: 20 || Log posterior: -256631.22029750832 || Iter Time:0.01354217529296875 || Total time:16.715542554855347 Iteration: 181 || Clusters count: 20 || Log posterior: -256634.0261797436 || Iter Time:0.016096115112304688 || Total time:16.73163866996765 Iteration: 182 || Clusters count: 20 || Log posterior: -256626.94962954923 || Iter Time:0.013270854949951172 || Total time:16.744909524917603 Iteration: 183 || Clusters count: 20 || Log posterior: -256630.07104933547 || Iter Time:0.01695704460144043 || Total time:16.761866569519043 Iteration: 184 || Clusters count: 20 || Log posterior: -256629.4149545706 || Iter Time:0.014029979705810547 || Total time:16.775896549224854 Iteration: 185 || Clusters count: 20 || Log posterior: -256629.07977878148 || Iter Time:0.016775846481323242 || Total time:16.792672395706177 Iteration: 186 || Clusters count: 20 || Log posterior: -256636.4095130349 || Iter Time:0.014014959335327148 || Total time:16.806687355041504 Iteration: 187 || Clusters count: 20 || Log posterior: -256633.9100768631 || Iter Time:0.01407003402709961 || Total time:16.820757389068604 Iteration: 188 || Clusters count: 20 || Log posterior: -256621.0253889401 || Iter Time:0.015626907348632812 || Total time:16.836384296417236 Loading and distributing data: 0.000599 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256375.19857674334 || Iter Time:0.014245986938476562 || Total time:16.850630283355713 Iteration: 190 || Clusters count: 20 || Log posterior: -256352.82028241566 || Iter Time:0.016047000885009766 || Total time:16.866677284240723 Iteration: 191 || Clusters count: 20 || Log posterior: -256361.39528008312 || Iter Time:0.013379096984863281 || Total time:16.880056381225586 Iteration: 192 || Clusters count: 20 || Log posterior: -256366.3349898312 || Iter Time:0.013098001480102539 || Total time:16.89315438270569 Iteration: 193 || Clusters count: 20 || Log posterior: -256349.50233763366 || Iter Time:0.015926122665405273 || Total time:16.909080505371094 Iteration: 194 || Clusters count: 20 || Log posterior: -256348.8431143703 || Iter Time:0.013321876525878906 || Total time:16.922402381896973 Iteration: 195 || Clusters count: 20 || Log posterior: -256348.54662727736 || Iter Time:0.016131162643432617 || Total time:16.938533544540405 Iteration: 196 || Clusters count: 20 || Log posterior: -256364.3208312331 || Iter Time:0.013163089752197266 || Total time:16.951696634292603 Iteration: 197 || Clusters count: 20 || Log posterior: -256352.97327067002 || Iter Time:0.013142824172973633 || Total time:16.964839458465576 Iteration: 198 || Clusters count: 20 || Log posterior: -256347.70901423556 || Iter Time:0.015550851821899414 || Total time:16.980390310287476 Iteration: 199 || Clusters count: 20 || Log posterior: -256357.86481512422 || Iter Time:0.01304483413696289 || Total time:16.99343514442444 Iteration: 200 || Clusters count: 20 || Log posterior: -256347.2989536019 || Iter Time:0.017099857330322266 || Total time:17.01053500175476 Iteration: 201 || Clusters count: 20 || Log posterior: -256347.2989536019 || Iter Time:0.016360044479370117 || Total time:17.02689504623413 Iteration: 202 || Clusters count: 20 || Log posterior: -256346.65928734446 || Iter Time:0.01653599739074707 || Total time:17.043431043624878 Iteration: 203 || Clusters count: 20 || Log posterior: -256347.78962554477 || Iter Time:0.019618988037109375 || Total time:17.063050031661987 Iteration: 204 || Clusters count: 20 || Log posterior: -256355.21546857606 || Iter Time:0.01801609992980957 || Total time:17.081066131591797 Iteration: 205 || Clusters count: 20 || Log posterior: -256354.45732900256 || Iter Time:0.02051091194152832 || Total time:17.101577043533325 Iteration: 206 || Clusters count: 20 || Log posterior: -256347.44352892035 || Iter Time:0.017366886138916016 || Total time:17.11894392967224 Iteration: 207 || Clusters count: 20 || Log posterior: -256358.47094205348 || Iter Time:0.01871013641357422 || Total time:17.137654066085815 Iteration: 208 || Clusters count: 20 || Log posterior: -256350.9840108123 || Iter Time:0.02148604393005371 || Total time:17.15914011001587 Iteration: 209 || Clusters count: 20 || Log posterior: -256347.361610322 || Iter Time:0.015237092971801758 || Total time:17.17437720298767 NMI: 0.7622851605435603 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 52.3s [23363, 34852, 82164, 77209, 2, 22095, 31963, 1833, 73015, 10103, 1311, 9953, 211741, 51309, 84419, 35507, 18158, 159826, 60038, 11139] Loading and distributing data: 0.000253 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:3.898077964782715 || Total time:3.898077964782715 Iteration: 1 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0018618106842041016 || Total time:3.899939775466919 Iteration: 2 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.001188039779663086 || Total time:3.901127815246582 Iteration: 3 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0011429786682128906 || Total time:3.902270793914795 Iteration: 4 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0011560916900634766 || Total time:3.9034268856048584 Iteration: 5 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0011799335479736328 || Total time:3.904606819152832 Iteration: 6 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0011379718780517578 || Total time:3.905744791030884 Iteration: 7 || Clusters count: 1 || Log posterior: -6760.300301595498 || Iter Time:0.0011401176452636719 || Total time:3.9068849086761475 Iteration: 8 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.1393740177154541 || Total time:4.046258926391602 Iteration: 9 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.001750946044921875 || Total time:4.048009872436523 Iteration: 10 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0014879703521728516 || Total time:4.049497842788696 Iteration: 11 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0014088153839111328 || Total time:4.050906658172607 Iteration: 12 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0014009475708007812 || Total time:4.052307605743408 Iteration: 13 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0014119148254394531 || Total time:4.053719520568848 Iteration: 14 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0014328956604003906 || Total time:4.055152416229248 Iteration: 15 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.001386880874633789 || Total time:4.056539297103882 Iteration: 16 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.001425027847290039 || Total time:4.057964324951172 Iteration: 17 || Clusters count: 2 || Log posterior: -5903.975204320746 || Iter Time:0.0013949871063232422 || Total time:4.059359312057495 Iteration: 18 || Clusters count: 3 || Log posterior: -5718.656268380677 || Iter Time:0.0030939579010009766 || Total time:4.062453269958496 Iteration: 19 || Clusters count: 3 || Log posterior: -5704.224196565969 || Iter Time:0.0017299652099609375 || Total time:4.064183235168457 Iteration: 20 || Clusters count: 3 || Log posterior: -5684.0478577675685 || Iter Time:0.0018281936645507812 || Total time:4.066011428833008 Iteration: 21 || Clusters count: 3 || Log posterior: -5683.596650694746 || Iter Time:0.001806020736694336 || Total time:4.067817449569702 Iteration: 22 || Clusters count: 3 || Log posterior: -5673.022684598011 || Iter Time:0.001789093017578125 || Total time:4.06960654258728 Iteration: 23 || Clusters count: 3 || Log posterior: -5676.470559816266 || Iter Time:0.0018610954284667969 || Total time:4.071467638015747 Iteration: 24 || Clusters count: 3 || Log posterior: -5681.928984934693 || Iter Time:0.0018219947814941406 || Total time:4.073289632797241 Iteration: 25 || Clusters count: 3 || Log posterior: -5666.078305029692 || Iter Time:0.001667022705078125 || Total time:4.074956655502319 Iteration: 26 || Clusters count: 3 || Log posterior: -5684.435633282952 || Iter Time:0.0016949176788330078 || Total time:4.076651573181152 Iteration: 27 || Clusters count: 3 || Log posterior: -5667.660826417289 || Iter Time:0.0017480850219726562 || Total time:4.078399658203125 Iteration: 28 || Clusters count: 4 || Log posterior: -5593.94970352768 || Iter Time:0.0031528472900390625 || Total time:4.081552505493164 Iteration: 29 || Clusters count: 4 || Log posterior: -5563.8167976023105 || Iter Time:0.002068042755126953 || Total time:4.083620548248291 Iteration: 30 || Clusters count: 4 || Log posterior: -5546.494094770541 || Iter Time:1.2825019359588623 || Total time:5.366122484207153 false [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000192 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5220.378719814063 || Iter Time:0.02867889404296875 || Total time:5.394801378250122 Iteration: 32 || Clusters count: 5 || Log posterior: -5191.128225251038 || Iter Time:0.0044651031494140625 || Total time:5.399266481399536 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -4115.524277348635 || Iter Time:0.002476215362548828 || Total time:5.401742696762085 Iteration: 34 || Clusters count: 5 || Log posterior: -4101.585965679771 || Iter Time:0.00439906120300293 || Total time:5.406141757965088 Loading and distributing data: 0.000103 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -3835.2271811959113 || Iter Time:0.0025191307067871094 || Total time:5.408660888671875 Iteration: 36 || Clusters count: 5 || Log posterior: -3807.289216964527 || Iter Time:0.004266023635864258 || Total time:5.412926912307739 Loading and distributing 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Time:0.0058100223541259766 || Total time:5.513552188873291 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -3574.070319534185 || Iter Time:0.0036818981170654297 || Total time:5.5172340869903564 Iteration: 44 || Clusters count: 6 || Log posterior: -3543.2000063949545 || Iter Time:0.00587010383605957 || Total time:5.523104190826416 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 6 || Log posterior: -3512.029641344929 || Iter Time:0.003844022750854492 || Total time:5.5269482135772705 Iteration: 46 || Clusters count: 6 || Log posterior: -3489.876196287868 || Iter Time:0.006007194519042969 || Total time:5.5329554080963135 Loading and distributing data: 0.000103 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3500.481690548802 || Iter Time:0.004040956497192383 || Total time:5.536996364593506 Iteration: 48 || Clusters count: 7 || Log posterior: -3383.9371724353055 || Iter Time:0.0063021183013916016 || Total time:5.5432984828948975 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 49 || Clusters count: 8 || Log posterior: -3377.5845824224075 || Iter Time:0.004261016845703125 || Total time:5.547559499740601 Iteration: 50 || Clusters count: 8 || Log posterior: -3305.0840259307197 || Iter Time:0.006758928298950195 || Total time:5.554318428039551 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 51 || Clusters count: 8 || Log posterior: -3332.1680440826212 || Iter Time:0.004348039627075195 || Total time:5.558666467666626 Iteration: 52 || Clusters count: 8 || Log posterior: -3276.946580639972 || Iter Time:0.0068471431732177734 || Total time:5.565513610839844 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 53 || Clusters count: 8 || Log posterior: -3285.240749033059 || Iter 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Iteration: 294 || Clusters count: 9 || Log posterior: -3177.1360762077784 || Iter Time:0.009689807891845703 || Total time:7.6502039432525635 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 295 || Clusters count: 9 || Log posterior: -3246.149191080427 || Iter Time:0.006443023681640625 || Total time:7.656646966934204 Iteration: 296 || Clusters count: 9 || Log posterior: -3209.252874193862 || Iter Time:0.009409904479980469 || Total time:7.666056871414185 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 297 || Clusters count: 9 || Log posterior: -3297.9150013020044 || Iter Time:0.006837129592895508 || Total time:7.67289400100708 Iteration: 298 || Clusters count: 9 || Log posterior: -3264.6305386098484 || Iter Time:0.009567975997924805 || Total time:7.682461977005005 Loading and distributing data: 0.000103 seconds (128 allocations: 13.180 KiB) Iteration: 299 || Clusters count: 9 || Log posterior: 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-3233.0612072038875 || Iter Time:0.01032400131225586 || Total time:8.303616285324097 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 373 || Clusters count: 9 || Log posterior: -3254.3861412992937 || Iter Time:0.007285118103027344 || Total time:8.310901403427124 Iteration: 374 || Clusters count: 9 || Log posterior: -3223.2544949393214 || Iter Time:0.010352134704589844 || Total time:8.321253538131714 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 375 || Clusters count: 9 || Log posterior: -3275.537584369972 || Iter Time:0.007152080535888672 || Total time:8.328405618667603 Iteration: 376 || Clusters count: 9 || Log posterior: -3253.2213262452215 || Iter Time:0.00990605354309082 || Total time:8.338311672210693 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 377 || Clusters count: 9 || Log posterior: -3260.1162903750974 || Iter Time:0.0068781375885009766 || Total 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Iteration: 657 || Clusters count: 9 || Log posterior: -3242.2581084299673 || Iter Time:0.00393986701965332 || Total time:10.11600637435913 Iteration: 658 || Clusters count: 9 || Log posterior: -3220.995845777141 || Iter Time:0.006020069122314453 || Total time:10.122026443481445 Loading and distributing data: 0.000079 seconds (129 allocations: 13.195 KiB) Iteration: 659 || Clusters count: 9 || Log posterior: -3249.58193153683 || Iter Time:0.003985166549682617 || Total time:10.126011610031128 Iteration: 660 || Clusters count: 9 || Log posterior: -3222.7778511709566 || Iter Time:0.006088972091674805 || Total time:10.132100582122803 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 661 || Clusters count: 9 || Log posterior: -3259.6294151258116 || Iter Time:0.004038095474243164 || Total time:10.136138677597046 Iteration: 662 || Clusters count: 9 || Log posterior: -3233.319229908515 || Iter Time:0.006140947341918945 || Total time:10.142279624938965 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Iteration: 729 || Clusters count: 9 || Log posterior: -3205.72181823515 || Iter Time:0.0048770904541015625 || Total time:10.511070489883423 Iteration: 730 || Clusters count: 9 || Log posterior: -3180.3057947284506 || Iter Time:0.0074770450592041016 || Total time:10.518547534942627 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 731 || Clusters count: 9 || Log posterior: -3223.370379473005 || Iter Time:0.004923105239868164 || Total time:10.523470640182495 Iteration: 732 || Clusters count: 9 || Log posterior: -3176.120996529295 || Iter Time:0.007616996765136719 || Total time:10.531087636947632 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 733 || Clusters count: 9 || Log posterior: -3258.8198503458207 || Iter Time:0.0046079158782958984 || Total time:10.535695552825928 Iteration: 734 || Clusters count: 9 || Log posterior: -3233.6696251005487 || Iter Time:0.0075299739837646484 || Total 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-3306.3885247125554 || Iter Time:0.004109859466552734 || Total time:11.843889951705933 Iteration: 968 || Clusters count: 9 || Log posterior: -3266.8323726719727 || Iter Time:0.006247043609619141 || Total time:11.850136995315552 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 969 || Clusters count: 9 || Log posterior: -3310.084172166955 || Iter Time:0.004068851470947266 || Total time:11.854205846786499 Iteration: 970 || Clusters count: 9 || Log posterior: -3280.156100765311 || Iter Time:0.006181955337524414 || Total time:11.860387802124023 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 971 || Clusters count: 9 || Log posterior: -3221.9134600834177 || Iter Time:0.004416942596435547 || Total time:11.864804744720459 Iteration: 972 || Clusters count: 9 || Log posterior: -3197.77073698238 || Iter Time:0.006230831146240234 || Total time:11.8710355758667 Loading and distributing data: 0.000080 seconds (129 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Iteration: 1133 || Clusters count: 9 || Log posterior: -3208.7419188226195 || Iter Time:0.004151105880737305 || Total time:12.763031959533691 Iteration: 1134 || Clusters count: 9 || Log posterior: -3175.8409598239596 || Iter Time:0.006256103515625 || Total time:12.769288063049316 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1135 || Clusters count: 9 || Log posterior: -3243.0323205657096 || Iter Time:0.004108905792236328 || Total time:12.773396968841553 Iteration: 1136 || Clusters count: 9 || Log posterior: -3214.4049116525766 || Iter Time:0.006360054016113281 || Total time:12.779757022857666 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1137 || Clusters count: 9 || Log posterior: -3215.557586457261 || Iter Time:0.0041959285736083984 || Total time:12.783952951431274 Iteration: 1138 || Clusters count: 9 || Log posterior: -3182.5016474922477 || Iter Time:0.00624394416809082 || Total 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Iteration: 1155 || Clusters count: 9 || Log posterior: -3340.711714399966 || Iter Time:0.004228115081787109 || Total time:12.876072406768799 Iteration: 1156 || Clusters count: 9 || Log posterior: -3290.5225400835434 || Iter Time:0.006349086761474609 || Total time:12.882421493530273 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1157 || Clusters count: 9 || Log posterior: -3311.8287911210873 || Iter Time:0.004188060760498047 || Total time:12.886609554290771 Iteration: 1158 || Clusters count: 9 || Log posterior: -3283.806081071136 || Iter Time:0.006270170211791992 || Total time:12.892879724502563 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1159 || Clusters count: 9 || Log posterior: -3299.370896704724 || Iter Time:0.004083156585693359 || Total time:12.896962881088257 Iteration: 1160 || Clusters count: 9 || Log posterior: -3253.6354253253357 || Iter Time:0.006441831588745117 || Total 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Iteration: 1199 || Clusters count: 9 || Log posterior: -3257.2747577447562 || Iter Time:0.003854990005493164 || Total time:13.110476732254028 Iteration: 1200 || Clusters count: 9 || Log posterior: -3224.6409346323353 || Iter Time:0.005930900573730469 || Total time:13.116407632827759 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1201 || Clusters count: 9 || Log posterior: -3225.5455844565768 || Iter Time:0.003958940505981445 || Total time:13.12036657333374 Iteration: 1202 || Clusters count: 9 || Log posterior: -3191.3170195646544 || Iter Time:0.0058040618896484375 || Total time:13.126170635223389 Loading and distributing data: 0.000082 seconds (129 allocations: 13.195 KiB) Iteration: 1203 || Clusters count: 9 || Log posterior: -3283.825506246065 || Iter Time:0.00407099723815918 || Total time:13.130241632461548 Iteration: 1204 || Clusters count: 9 || Log posterior: -3245.5620144773566 || Iter Time:0.0065460205078125 || Total 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Iteration: 1221 || Clusters count: 9 || Log posterior: -3276.114511537612 || Iter Time:0.003915071487426758 || Total time:13.223721981048584 Iteration: 1222 || Clusters count: 9 || Log posterior: -3241.6957397153583 || Iter Time:0.0058748722076416016 || Total time:13.229596853256226 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 9 || Log posterior: -3286.1626523334608 || Iter Time:0.0037479400634765625 || Total time:13.233344793319702 Iteration: 1224 || Clusters count: 9 || Log posterior: -3263.0796915378332 || Iter Time:0.005858898162841797 || Total time:13.239203691482544 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 9 || Log posterior: -3324.4722598067565 || Iter Time:0.004063844680786133 || Total time:13.24326753616333 Iteration: 1226 || Clusters count: 9 || Log posterior: -3284.5839708388294 || Iter Time:0.006089925765991211 || Total 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Iteration: 1309 || Clusters count: 9 || Log posterior: -3344.4709072712294 || Iter Time:0.004113912582397461 || Total time:13.679686784744263 Iteration: 1310 || Clusters count: 9 || Log posterior: -3327.7380787381644 || Iter Time:0.006225109100341797 || Total time:13.685911893844604 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 9 || Log posterior: -3281.9900280513375 || Iter Time:0.004034996032714844 || Total time:13.68994688987732 Iteration: 1312 || Clusters count: 9 || Log posterior: -3242.199056116042 || Iter Time:0.005999088287353516 || Total time:13.695945978164673 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 9 || Log posterior: -3254.0415400121146 || Iter Time:0.0039670467376708984 || Total time:13.699913024902344 Iteration: 1314 || Clusters count: 9 || Log posterior: -3223.180548897876 || Iter Time:0.006080150604248047 || Total 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Iteration: 1331 || Clusters count: 9 || Log posterior: -3288.7139388472833 || Iter Time:0.003983974456787109 || Total time:13.807574033737183 Iteration: 1332 || Clusters count: 9 || Log posterior: -3249.542602745434 || Iter Time:0.006220102310180664 || Total time:13.813794136047363 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 9 || Log posterior: -3281.631988175366 || Iter Time:0.0041959285736083984 || Total time:13.817990064620972 Iteration: 1334 || Clusters count: 9 || Log posterior: -3243.4897768316723 || Iter Time:0.006114006042480469 || Total time:13.824104070663452 Loading and distributing data: 0.000073 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 9 || Log posterior: -3267.023714695147 || Iter Time:0.0042018890380859375 || Total time:13.828305959701538 Iteration: 1336 || Clusters count: 9 || Log posterior: -3228.516667692594 || Iter Time:0.005816936492919922 || Total 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Loading and distributing data: 0.000072 seconds (129 allocations: 13.195 KiB) Iteration: 1381 || Clusters count: 9 || Log posterior: -3246.5127780626244 || Iter Time:0.004212141036987305 || Total time:14.075272798538208 Iteration: 1382 || Clusters count: 9 || Log posterior: -3207.1586394149226 || Iter Time:0.006106853485107422 || Total time:14.081379652023315 Loading and distributing data: 0.000082 seconds (129 allocations: 13.195 KiB) Iteration: 1383 || Clusters count: 9 || Log posterior: -3268.4103497219294 || Iter Time:0.0040628910064697266 || Total time:14.085442543029785 Iteration: 1384 || Clusters count: 9 || Log posterior: -3238.0568170042916 || Iter Time:0.006203174591064453 || Total time:14.09164571762085 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1385 || Clusters count: 9 || Log posterior: -3329.1037102054006 || Iter Time:0.004045963287353516 || Total time:14.095691680908203 Iteration: 1386 || Clusters count: 9 || Log posterior: 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Iteration: 1491 || Clusters count: 9 || Log posterior: -3252.5899056983526 || Iter Time:0.003840208053588867 || Total time:14.658389329910278 Iteration: 1492 || Clusters count: 9 || Log posterior: -3232.0986142121037 || Iter Time:0.005848884582519531 || Total time:14.664238214492798 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1493 || Clusters count: 9 || Log posterior: -3259.1152046924417 || Iter Time:0.0039598941802978516 || Total time:14.668198108673096 Iteration: 1494 || Clusters count: 9 || Log posterior: -3230.44280807825 || Iter Time:0.0059969425201416016 || Total time:14.674195051193237 Loading and distributing data: 0.000080 seconds (129 allocations: 13.195 KiB) Iteration: 1495 || Clusters count: 9 || Log posterior: -3267.86566901714 || Iter Time:0.004060983657836914 || Total time:14.678256034851074 Iteration: 1496 || Clusters count: 9 || Log posterior: -3235.744095021818 || Iter Time:0.006058931350708008 || Total 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Iteration: 1513 || Clusters count: 9 || Log posterior: -3342.507545409868 || Iter Time:0.00420379638671875 || Total time:14.769898653030396 Iteration: 1514 || Clusters count: 9 || Log posterior: -3320.7317086106286 || Iter Time:0.006325960159301758 || Total time:14.776224613189697 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1515 || Clusters count: 9 || Log posterior: -3323.5811373569395 || Iter Time:0.004194021224975586 || Total time:14.780418634414673 Iteration: 1516 || Clusters count: 9 || Log posterior: -3277.9113459282235 || Iter Time:0.02120494842529297 || Total time:14.801623582839966 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1517 || Clusters count: 9 || Log posterior: -3245.8846858214365 || Iter Time:0.00409698486328125 || Total time:14.805720567703247 Iteration: 1518 || Clusters count: 9 || Log posterior: -3219.9322198091913 || Iter Time:0.006021022796630859 || Total 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Iteration: 1535 || Clusters count: 9 || Log posterior: -3348.735261619706 || Iter Time:0.0037689208984375 || Total time:14.894368410110474 Iteration: 1536 || Clusters count: 9 || Log posterior: -3296.4588356166114 || Iter Time:0.00616002082824707 || Total time:14.90052843093872 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1537 || Clusters count: 9 || Log posterior: -3334.8971998888956 || Iter Time:0.004537105560302734 || Total time:14.905065536499023 Iteration: 1538 || Clusters count: 9 || Log posterior: -3305.5280444503387 || Iter Time:0.006721019744873047 || Total time:14.911786556243896 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1539 || Clusters count: 9 || Log posterior: -3347.479447935404 || Iter Time:0.0041980743408203125 || Total time:14.915984630584717 Iteration: 1540 || Clusters count: 9 || Log posterior: -3306.778666767913 || Iter Time:0.0061740875244140625 || Total 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Iteration: 1557 || Clusters count: 9 || Log posterior: -3277.9849192487854 || Iter Time:0.005237102508544922 || Total time:15.025640726089478 Iteration: 1558 || Clusters count: 9 || Log posterior: -3252.269841310803 || Iter Time:0.007910966873168945 || Total time:15.033551692962646 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 9 || Log posterior: -3305.88929289326 || Iter Time:0.00545191764831543 || Total time:15.039003610610962 Iteration: 1560 || Clusters count: 9 || Log posterior: -3268.190258847545 || Iter Time:0.007937908172607422 || Total time:15.04694151878357 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || Clusters count: 9 || Log posterior: -3285.2469246888268 || Iter Time:0.005733013153076172 || Total time:15.052674531936646 Iteration: 1562 || Clusters count: 9 || Log posterior: -3237.252983581193 || Iter Time:0.008116006851196289 || Total time:15.060790538787842 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-3235.7755158448617 || Iter Time:0.0060122013092041016 || Total time:15.11515998840332 Loading and distributing data: 0.000079 seconds (129 allocations: 13.195 KiB) Iteration: 1569 || Clusters count: 9 || Log posterior: -3241.774530182146 || Iter Time:0.003927946090698242 || Total time:15.119087934494019 Iteration: 1570 || Clusters count: 9 || Log posterior: -3209.839720830647 || Iter Time:0.006041049957275391 || Total time:15.125128984451294 Loading and distributing data: 0.000078 seconds (129 allocations: 13.195 KiB) Iteration: 1571 || Clusters count: 9 || Log posterior: -3252.838401315502 || Iter Time:0.0038869380950927734 || Total time:15.129015922546387 Iteration: 1572 || Clusters count: 9 || Log posterior: -3207.720656008133 || Iter Time:0.005758047103881836 || Total time:15.134773969650269 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 9 || Log posterior: -3298.141780889382 || Iter Time:0.0039010047912597656 || 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|| Log posterior: -3231.4943587243233 || Iter Time:0.006412982940673828 || Total time:16.20643448829651 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 9 || Log posterior: -3228.3053379523735 || Iter Time:0.00421595573425293 || Total time:16.21065044403076 Iteration: 1774 || Clusters count: 9 || Log posterior: -3204.3418627795327 || Iter Time:0.006333827972412109 || Total time:16.216984272003174 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 9 || Log posterior: -3220.054259555649 || Iter Time:0.004209041595458984 || Total time:16.221193313598633 Iteration: 1776 || Clusters count: 9 || Log posterior: -3197.733461816946 || Iter Time:0.006312131881713867 || Total time:16.227505445480347 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1777 || Clusters count: 9 || Log posterior: -3288.7132126765046 || Iter 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Iteration: 1783 || Clusters count: 9 || Log posterior: -3302.256069433215 || Iter Time:0.0042569637298583984 || Total time:16.26352024078369 Iteration: 1784 || Clusters count: 9 || Log posterior: -3267.492227065967 || Iter Time:0.0064089298248291016 || Total time:16.26992917060852 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1785 || Clusters count: 9 || Log posterior: -3261.408225636982 || Iter Time:0.004256010055541992 || Total time:16.274185180664062 Iteration: 1786 || Clusters count: 9 || Log posterior: -3233.4447952576047 || Iter Time:0.006390094757080078 || Total time:16.280575275421143 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1787 || Clusters count: 9 || Log posterior: -3273.6156682093333 || Iter Time:0.004185914993286133 || Total time:16.28476119041443 Iteration: 1788 || Clusters count: 9 || Log posterior: -3232.1056142187126 || Iter Time:0.006392955780029297 || Total 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Iteration: 1805 || Clusters count: 9 || Log posterior: -3269.3044160934187 || Iter Time:0.004904985427856445 || Total time:16.395124673843384 Iteration: 1806 || Clusters count: 9 || Log posterior: -3240.101277329316 || Iter Time:0.007882118225097656 || Total time:16.40300679206848 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1807 || Clusters count: 9 || Log posterior: -3275.1559511425257 || Iter Time:0.005339145660400391 || Total time:16.408345937728882 Iteration: 1808 || Clusters count: 9 || Log posterior: -3226.665748588619 || Iter Time:0.008165836334228516 || Total time:16.41651177406311 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1809 || Clusters count: 9 || Log posterior: -3274.7664504176446 || Iter Time:0.0052530765533447266 || Total time:16.421764850616455 Iteration: 1810 || Clusters count: 9 || Log posterior: -3225.269369450587 || Iter Time:0.007828950881958008 || Total 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Log posterior: -3252.4378033701805 || Iter Time:0.0063037872314453125 || Total time:16.59659171104431 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 9 || Log posterior: -3301.741370818285 || Iter Time:0.004122018814086914 || Total time:16.6007137298584 Iteration: 1840 || Clusters count: 9 || Log posterior: -3250.836877811408 || Iter Time:0.006287097930908203 || Total time:16.607000827789307 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 9 || Log posterior: -3263.695505499637 || Iter Time:0.004133939743041992 || Total time:16.61113476753235 Iteration: 1842 || Clusters count: 9 || Log posterior: -3253.3902998352087 || Iter Time:0.006376028060913086 || Total time:16.61751079559326 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 9 || Log posterior: -3314.1278085497024 || Iter 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Iteration: 1849 || Clusters count: 9 || Log posterior: -3268.4249680311596 || Iter Time:0.0042018890380859375 || Total time:16.653120756149292 Iteration: 1850 || Clusters count: 9 || Log posterior: -3235.869999841574 || Iter Time:0.00633692741394043 || Total time:16.659457683563232 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 9 || Log posterior: -3264.1190490260906 || Iter Time:0.004239082336425781 || Total time:16.663696765899658 Iteration: 1852 || Clusters count: 9 || Log posterior: -3231.0117858695958 || Iter Time:0.006085872650146484 || Total time:16.669782638549805 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 9 || Log posterior: -3322.732946778052 || Iter Time:0.003937959671020508 || Total time:16.673720598220825 Iteration: 1854 || Clusters count: 9 || Log posterior: -3276.7042213767845 || Iter Time:0.0060122013092041016 || Total 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|| Log posterior: -3248.726569302724 || Iter Time:0.006227970123291016 || Total time:16.71080756187439 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 9 || Log posterior: -3290.875304200971 || Iter Time:0.004226207733154297 || Total time:16.715033769607544 Iteration: 1862 || Clusters count: 9 || Log posterior: -3268.810203016392 || Iter Time:0.006260871887207031 || Total time:16.72129464149475 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 9 || Log posterior: -3274.4949408458615 || Iter Time:0.004191875457763672 || Total time:16.725486516952515 Iteration: 1864 || Clusters count: 9 || Log posterior: -3250.7552851717155 || Iter Time:0.006206035614013672 || Total time:16.73169255256653 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 9 || Log posterior: -3310.339612240751 || Iter 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Iteration: 1871 || Clusters count: 9 || Log posterior: -3233.430040568794 || Iter Time:0.0037250518798828125 || Total time:16.7807137966156 Iteration: 1872 || Clusters count: 9 || Log posterior: -3211.538677573301 || Iter Time:0.005875110626220703 || Total time:16.78658890724182 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 9 || Log posterior: -3242.896678885285 || Iter Time:0.003671884536743164 || Total time:16.790260791778564 Iteration: 1874 || Clusters count: 9 || Log posterior: -3213.744136670406 || Iter Time:0.005873918533325195 || Total time:16.79613471031189 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 9 || Log posterior: -3208.6067969927126 || Iter Time:0.003907918930053711 || Total time:16.800042629241943 Iteration: 1876 || Clusters count: 9 || Log posterior: -3190.6478058604316 || Iter Time:0.005948066711425781 || Total time:16.80599069595337 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 9 || Log posterior: -3269.5533719326904 || Iter Time:0.004126071929931641 || Total time:16.8101167678833 Iteration: 1878 || Clusters count: 9 || Log posterior: -3251.5895054694065 || Iter Time:0.006422996520996094 || Total time:16.816539764404297 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 9 || Log posterior: -3282.9630492171145 || Iter Time:0.004676103591918945 || Total time:16.821215867996216 Iteration: 1880 || Clusters count: 9 || Log posterior: -3252.368398053748 || Iter Time:0.006316184997558594 || Total time:16.827532052993774 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 9 || Log posterior: -3294.689574889636 || Iter Time:0.00412297248840332 || Total time:16.831655025482178 Iteration: 1882 || Clusters count: 9 || Log posterior: -3244.044912268141 || Iter Time:0.006127834320068359 || Total time:16.837782859802246 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 9 || Log posterior: -3196.129954232717 || Iter Time:0.00406193733215332 || Total time:16.8418447971344 Iteration: 1884 || Clusters count: 9 || Log posterior: -3183.553575320271 || Iter Time:0.0061969757080078125 || Total time:16.848041772842407 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 9 || Log posterior: -3236.4254227828487 || Iter Time:0.004166126251220703 || Total time:16.852207899093628 Iteration: 1886 || Clusters count: 9 || Log posterior: -3215.178890142558 || Iter Time:0.006097078323364258 || Total time:16.858304977416992 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 9 || Log posterior: -3250.996821948983 || Iter Time:0.003979921340942383 || Total time:16.862284898757935 Iteration: 1888 || Clusters count: 9 || Log posterior: -3211.0407516962996 || Iter Time:0.006040096282958984 || Total time:16.868324995040894 Loading and distributing data: 0.000074 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 9 || Log posterior: -3266.150475546916 || Iter Time:0.003998994827270508 || Total time:16.872323989868164 Iteration: 1890 || Clusters count: 9 || Log posterior: -3239.0141194389025 || Iter Time:0.006165981292724609 || Total time:16.87848997116089 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 9 || Log posterior: -3213.516697897332 || Iter Time:0.004084110260009766 || Total time:16.8825740814209 Iteration: 1892 || Clusters count: 9 || Log posterior: -3187.3425381426496 || Iter Time:0.006268024444580078 || Total time:16.88884210586548 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 9 || Log posterior: -3253.515208983493 || Iter Time:0.004189968109130859 || Total time:16.89303207397461 Iteration: 1894 || Clusters count: 9 || Log posterior: -3223.181520392245 || Iter Time:0.0061571598052978516 || Total time:16.899189233779907 Loading and distributing data: 0.000079 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 9 || Log posterior: -3270.5359787863636 || Iter Time:0.004060029983520508 || Total time:16.903249263763428 Iteration: 1896 || Clusters count: 9 || Log posterior: -3237.2401042475376 || Iter Time:0.0061719417572021484 || Total time:16.90942120552063 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 9 || Log posterior: -3319.618651035851 || Iter Time:0.0040738582611083984 || Total time:16.91349506378174 Iteration: 1898 || Clusters count: 9 || Log posterior: -3283.9192465592077 || Iter Time:0.006020069122314453 || Total time:16.919515132904053 Loading and distributing data: 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Time:0.0060160160064697266 || Total time:16.949796199798584 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 9 || Log posterior: -3281.856872411976 || Iter Time:0.003999948501586914 || Total time:16.95379614830017 Iteration: 1906 || Clusters count: 9 || Log posterior: -3249.205134607997 || Iter Time:0.006186962127685547 || Total time:16.959983110427856 Loading and distributing data: 0.000080 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 9 || Log posterior: -3295.654609307515 || Iter Time:0.004173994064331055 || Total time:16.964157104492188 Iteration: 1908 || Clusters count: 9 || Log posterior: -3240.8465799583864 || Iter Time:0.0065081119537353516 || Total time:16.970665216445923 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 9 || Log posterior: -3239.9187595940166 || Iter Time:0.004168987274169922 || Total time:16.974834203720093 Iteration: 1910 || Clusters count: 9 || Log posterior: -3204.0593989841545 || Iter Time:0.006538867950439453 || Total time:16.981373071670532 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 9 || Log posterior: -3240.034457806083 || Iter Time:0.0050220489501953125 || Total time:16.986395120620728 Iteration: 1912 || Clusters count: 9 || Log posterior: -3210.2735662011764 || Iter Time:0.007288932800292969 || Total time:16.99368405342102 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 9 || Log posterior: -3318.9445475160583 || Iter Time:0.004698038101196289 || Total time:16.998382091522217 Iteration: 1914 || Clusters count: 9 || Log posterior: -3268.866337960374 || Iter Time:0.006815195083618164 || Total time:17.005197286605835 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 9 || Log posterior: -3357.459691313463 || Iter Time:0.004274845123291016 || Total time:17.009472131729126 Iteration: 1916 || Clusters count: 9 || Log posterior: -3305.68449098192 || Iter Time:0.006311178207397461 || Total time:17.015783309936523 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 9 || Log posterior: -3298.8055909769573 || Iter Time:0.021717071533203125 || Total time:17.037500381469727 Iteration: 1918 || Clusters count: 9 || Log posterior: -3276.0505093568436 || Iter Time:0.006487846374511719 || Total time:17.04398822784424 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 9 || Log posterior: -3293.809581953041 || Iter Time:0.004486083984375 || Total time:17.048474311828613 Iteration: 1920 || Clusters count: 9 || Log posterior: -3248.023335567702 || Iter Time:0.006418943405151367 || Total time:17.054893255233765 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 9 || Log posterior: -3272.031562043092 || Iter Time:0.00425410270690918 || Total time:17.059147357940674 Iteration: 1922 || Clusters count: 9 || Log posterior: -3217.804543705376 || Iter Time:0.006283998489379883 || Total time:17.065431356430054 Loading and distributing data: 0.000083 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 9 || Log posterior: -3326.7524101880326 || Iter Time:0.0042989253997802734 || Total time:17.069730281829834 Iteration: 1924 || Clusters count: 9 || Log posterior: -3275.6942652157577 || Iter Time:0.006426811218261719 || Total time:17.076157093048096 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -3352.4317087096797 || Iter Time:0.0042171478271484375 || Total time:17.080374240875244 Iteration: 1926 || Clusters count: 9 || Log posterior: -3310.962333334721 || Iter Time:0.006330966949462891 || Total time:17.086705207824707 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -3247.0761302547153 || Iter Time:0.004205942153930664 || Total time:17.090911149978638 Iteration: 1928 || Clusters count: 9 || Log posterior: -3212.000149343082 || Iter Time:0.006407022476196289 || Total time:17.097318172454834 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -3194.069944342583 || Iter Time:0.0041620731353759766 || Total time:17.10148024559021 Iteration: 1930 || Clusters count: 9 || Log posterior: -3137.1663220380906 || Iter Time:0.006272077560424805 || Total time:17.107752323150635 Loading and distributing data: 0.000086 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 9 || Log posterior: -3208.523685991175 || Iter Time:0.004317045211791992 || Total time:17.112069368362427 Iteration: 1932 || Clusters count: 9 || Log posterior: -3185.4530207489265 || Iter Time:0.0059130191802978516 || Total time:17.117982387542725 Loading and distributing data: 0.000088 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 9 || Log posterior: -3269.247258118762 || Iter Time:0.003883838653564453 || Total time:17.12186622619629 Iteration: 1934 || Clusters count: 9 || Log posterior: -3243.227904806684 || Iter Time:0.006539106369018555 || Total time:17.128405332565308 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 9 || Log posterior: -3243.4339849154967 || Iter Time:0.00421595573425293 || Total time:17.13262128829956 Iteration: 1936 || Clusters count: 9 || Log posterior: -3219.5521055410736 || Iter Time:0.0060939788818359375 || Total time:17.138715267181396 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -3289.681782129591 || Iter Time:0.0038001537322998047 || Total time:17.142515420913696 Iteration: 1938 || Clusters count: 9 || Log posterior: -3270.4554171366626 || Iter Time:0.005610942840576172 || Total time:17.148126363754272 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 9 || Log posterior: -3265.4956041068217 || Iter Time:0.0035359859466552734 || Total time:17.151662349700928 Iteration: 1940 || Clusters count: 9 || Log posterior: -3226.8394755830823 || Iter Time:0.005673885345458984 || Total time:17.157336235046387 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 9 || Log posterior: -3237.034820038931 || Iter Time:0.0040700435638427734 || Total time:17.16140627861023 Iteration: 1942 || Clusters count: 9 || Log posterior: -3192.3777013444414 || Iter Time:0.006021022796630859 || Total time:17.16742730140686 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 9 || Log posterior: -3253.559501919748 || Iter Time:0.004024028778076172 || Total time:17.171451330184937 Iteration: 1944 || Clusters count: 9 || Log posterior: -3219.773629139604 || Iter Time:0.0060999393463134766 || Total time:17.17755126953125 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 9 || Log posterior: -3251.2612378337926 || Iter Time:0.0040438175201416016 || Total time:17.18159508705139 Iteration: 1946 || Clusters count: 9 || Log posterior: -3209.459358930084 || Iter Time:0.006193876266479492 || Total time:17.18778896331787 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 9 || Log posterior: -3288.419821489493 || Iter Time:0.0041790008544921875 || Total time:17.191967964172363 Iteration: 1948 || Clusters count: 9 || Log posterior: -3262.6301724456152 || Iter Time:0.00628209114074707 || Total time:17.19825005531311 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 9 || Log posterior: -3286.9078879829212 || Iter Time:0.004155874252319336 || Total time:17.20240592956543 Iteration: 1950 || Clusters count: 9 || Log posterior: -3236.0441023226867 || Iter Time:0.0062367916107177734 || Total time:17.208642721176147 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 9 || Log posterior: -3326.8121051507624 || Iter Time:0.004247903823852539 || Total time:17.212890625 Iteration: 1952 || Clusters count: 9 || Log posterior: -3271.458709437423 || Iter Time:0.006192922592163086 || Total time:17.219083547592163 Loading and distributing data: 0.000076 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 9 || Log posterior: -3265.258746460745 || Iter Time:0.00424504280090332 || Total time:17.223328590393066 Iteration: 1954 || Clusters count: 9 || Log posterior: -3231.8594354847737 || Iter Time:0.006200075149536133 || Total time:17.229528665542603 Loading and distributing data: 0.000083 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 9 || Log posterior: -3321.34212249787 || Iter Time:0.0040760040283203125 || Total time:17.233604669570923 Iteration: 1956 || Clusters count: 9 || Log posterior: -3261.000430324555 || Iter Time:0.006059885025024414 || Total time:17.239664554595947 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 9 || Log posterior: -3318.77822219038 || Iter Time:0.003983974456787109 || Total time:17.243648529052734 Iteration: 1958 || Clusters count: 9 || Log posterior: -3289.2711815721686 || Iter Time:0.006024837493896484 || Total time:17.24967336654663 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 9 || Log posterior: -3339.5362228094727 || Iter Time:0.0040509700775146484 || Total time:17.253724336624146 Iteration: 1960 || Clusters count: 9 || Log posterior: -3305.1641649367575 || Iter Time:0.0061681270599365234 || Total time:17.259892463684082 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 9 || Log posterior: -3275.6338318261205 || Iter Time:0.004118919372558594 || Total time:17.26401138305664 Iteration: 1962 || Clusters count: 9 || Log posterior: -3243.8441627523334 || Iter Time:0.006237030029296875 || Total time:17.270248413085938 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 9 || Log posterior: -3243.582387306218 || Iter Time:0.004133939743041992 || Total time:17.27438235282898 Iteration: 1964 || Clusters count: 9 || Log posterior: -3214.233732422488 || Iter Time:0.006067991256713867 || Total time:17.280450344085693 Loading and distributing data: 0.000081 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 9 || Log posterior: -3253.630079057444 || Iter Time:0.0040340423583984375 || Total time:17.284484386444092 Iteration: 1966 || Clusters count: 9 || Log posterior: -3226.558597288038 || Iter Time:0.006040096282958984 || Total time:17.29052448272705 Loading and distributing data: 0.000077 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 9 || Log posterior: -3267.7361687843368 || Iter Time:0.004050016403198242 || Total time:17.29457449913025 Iteration: 1968 || Clusters count: 9 || Log posterior: -3233.4391482474384 || Iter Time:0.006000995635986328 || Total time:17.300575494766235 Loading and distributing data: 0.000083 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 9 || Log posterior: -3249.491092400246 || Iter Time:0.00407099723815918 || Total time:17.304646492004395 Iteration: 1970 || Clusters count: 9 || Log posterior: -3216.3002722503597 || Iter Time:0.006009101867675781 || Total time:17.31065559387207 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 9 || Log posterior: -3230.653075156274 || Iter Time:0.0042459964752197266 || Total time:17.31490159034729 Iteration: 1972 || Clusters count: 9 || Log posterior: -3208.2958192914575 || Iter Time:0.0060482025146484375 || Total time:17.32094979286194 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -3225.655286970259 || Iter Time:0.004063129425048828 || Total time:17.325012922286987 Iteration: 1974 || Clusters count: 9 || Log posterior: -3203.491609245909 || Iter Time:0.006175041198730469 || Total time:17.331187963485718 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 9 || Log posterior: -3246.7464853161455 || Iter Time:0.003988981246948242 || Total time:17.335176944732666 Iteration: 1976 || Clusters count: 9 || Log posterior: -3212.500810808544 || Iter Time:0.005953073501586914 || Total time:17.341130018234253 Loading and distributing data: 0.000077 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 9 || Log posterior: -3271.233528185817 || Iter Time:0.003947019577026367 || Total time:17.34507703781128 Iteration: 1978 || Clusters count: 9 || Log posterior: -3244.901268804636 || Iter Time:0.005930900573730469 || Total time:17.35100793838501 Loading and distributing data: 0.000080 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 9 || Log posterior: -3277.619865302846 || Iter Time:0.003880023956298828 || Total time:17.35488796234131 Iteration: 1980 || Clusters count: 9 || Log posterior: -3240.7283709987614 || Iter Time:0.005852937698364258 || Total time:17.360740900039673 Loading and distributing data: 0.000082 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 9 || Log posterior: -3293.2153566791094 || Iter Time:0.0038919448852539062 || Total time:17.364632844924927 Iteration: 1982 || Clusters count: 9 || Log posterior: -3238.692460121977 || Iter Time:0.005861997604370117 || Total time:17.370494842529297 Loading and distributing data: 0.000076 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 9 || Log posterior: -3301.842442082503 || Iter Time:0.0038640499114990234 || Total time:17.374358892440796 Iteration: 1984 || Clusters count: 9 || Log posterior: -3257.4201539873648 || Iter Time:0.005875825881958008 || Total time:17.380234718322754 Loading and distributing data: 0.000075 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 9 || Log posterior: -3283.64420417963 || Iter Time:0.003849029541015625 || Total time:17.38408374786377 Iteration: 1986 || Clusters count: 9 || Log posterior: -3261.35085028889 || Iter Time:0.005789041519165039 || Total time:17.389872789382935 Loading and distributing data: 0.000075 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 9 || Log posterior: -3277.1997222209266 || Iter Time:0.0038270950317382812 || Total time:17.393699884414673 Iteration: 1988 || Clusters count: 9 || Log posterior: -3243.974243525696 || Iter Time:0.005765199661254883 || Total time:17.399465084075928 Loading and distributing data: 0.000074 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 9 || Log posterior: -3280.083568611575 || Iter Time:0.003883838653564453 || Total time:17.403348922729492 Iteration: 1990 || Clusters count: 9 || Log posterior: -3231.057691890659 || Iter Time:0.005815029144287109 || Total time:17.40916395187378 Loading and distributing data: 0.000069 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 9 || Log posterior: -3299.584099531272 || Iter Time:0.003835916519165039 || Total time:17.412999868392944 Iteration: 1992 || Clusters count: 9 || Log posterior: -3268.5247921868486 || Iter Time:0.005778074264526367 || Total time:17.41877794265747 Loading and distributing data: 0.000074 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 9 || Log posterior: -3261.1318052051447 || Iter Time:0.003849029541015625 || Total time:17.422626972198486 Iteration: 1994 || Clusters count: 9 || Log posterior: -3225.277611994273 || Iter Time:0.005732059478759766 || Total time:17.428359031677246 Loading and distributing data: 0.000073 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 9 || Log posterior: -3208.7570994279704 || Iter Time:0.0038900375366210938 || Total time:17.432249069213867 Iteration: 1996 || Clusters count: 9 || Log posterior: -3175.200054784529 || Iter Time:0.0057599544525146484 || Total time:17.438009023666382 Loading and distributing data: 0.000075 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 9 || Log posterior: -3235.178231339668 || Iter Time:0.003860950469970703 || Total time:17.441869974136353 Iteration: 1998 || Clusters count: 9 || Log posterior: -3197.389563936793 || Iter Time:0.00584101676940918 || Total time:17.44771099090576 Loading and distributing data: 0.000082 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 9 || Log posterior: -3201.4592059701827 || Iter Time:0.0039048194885253906 || Total time:17.451615810394287 Iteration: 2000 || Clusters count: 9 || Log posterior: -3181.9340101850885 || Iter Time:0.005918979644775391 || Total time:17.457534790039062 Loading and distributing data: 0.000078 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 9 || Log posterior: -3206.4830783495513 || Iter Time:0.004058122634887695 || Total time:17.46159291267395 Iteration: 2002 || Clusters count: 9 || Log posterior: -3175.776025338981 || Iter Time:0.00563502311706543 || Total time:17.467227935791016 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 9 || Log posterior: -3225.380433282431 || Iter Time:0.0036001205444335938 || Total time:17.47082805633545 Iteration: 2004 || Clusters count: 9 || Log posterior: -3181.868378081709 || Iter Time:0.005640983581542969 || Total time:17.476469039916992 Loading and distributing data: 0.000085 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 9 || Log posterior: -3229.6856985713807 || Iter Time:0.0035789012908935547 || Total time:17.480047941207886 Iteration: 2006 || Clusters count: 9 || Log posterior: -3217.103775928205 || Iter Time:0.005738973617553711 || Total time:17.48578691482544 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 9 || Log posterior: -3282.0900632059547 || Iter Time:0.003626108169555664 || Total time:17.489413022994995 Iteration: 2008 || Clusters count: 9 || Log posterior: -3243.443347847993 || Iter Time:0.005850076675415039 || Total time:17.49526309967041 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 9 || Log posterior: -3344.285173148459 || Iter Time:0.004087924957275391 || Total time:17.499351024627686 Iteration: 2010 || Clusters count: 9 || Log posterior: -3303.861053377789 || Iter Time:0.006290912628173828 || Total time:17.50564193725586 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 9 || Log posterior: -3258.3945328301616 || Iter Time:0.004578113555908203 || Total time:17.510220050811768 Iteration: 2012 || Clusters count: 9 || Log posterior: -3233.0760123836462 || Iter Time:0.006439924240112305 || Total time:17.51665997505188 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 9 || Log posterior: -3286.9618220288185 || Iter Time:0.003985881805419922 || Total time:17.5206458568573 Iteration: 2014 || Clusters count: 9 || Log posterior: -3242.4708375179835 || Iter Time:0.006042003631591797 || Total time:17.52668786048889 Loading and distributing data: 0.000083 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 9 || Log posterior: -3259.5142567751136 || Iter Time:0.004023075103759766 || Total time:17.53071093559265 Iteration: 2016 || Clusters count: 9 || Log posterior: -3231.471990327178 || Iter Time:0.0061419010162353516 || Total time:17.536852836608887 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 9 || Log posterior: -3249.9042283688923 || Iter Time:0.0040819644927978516 || Total time:17.540934801101685 Iteration: 2018 || Clusters count: 9 || Log posterior: -3215.4393749383253 || Iter Time:0.006011009216308594 || Total time:17.546945810317993 Loading and distributing data: 0.000087 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 9 || Log posterior: -3252.769261991919 || Iter Time:0.00429987907409668 || Total time:17.55124568939209 Iteration: 2020 || Clusters count: 9 || Log posterior: -3224.6991175863423 || Iter Time:0.005980968475341797 || Total time:17.55722665786743 Loading and distributing data: 0.000083 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 9 || Log posterior: -3257.113656148471 || Iter Time:0.003979921340942383 || Total time:17.561206579208374 Iteration: 2022 || Clusters count: 9 || Log posterior: -3230.9797701405078 || Iter Time:0.006000041961669922 || Total time:17.567206621170044 Loading and distributing data: 0.000080 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -3283.406507990281 || Iter Time:0.004011869430541992 || Total time:17.571218490600586 Iteration: 2024 || Clusters count: 9 || Log posterior: -3262.5816650578245 || Iter Time:0.022515058517456055 || Total time:17.593733549118042 Loading and distributing data: 0.000084 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -3366.100044721433 || Iter Time:0.00393986701965332 || Total time:17.597673416137695 Iteration: 2026 || Clusters count: 9 || Log posterior: -3309.3083311542596 || Iter Time:0.00596308708190918 || Total time:17.603636503219604 Loading and distributing data: 0.000076 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 9 || Log posterior: -3321.86570392226 || Iter Time:0.003932952880859375 || Total time:17.607569456100464 Iteration: 2028 || Clusters count: 9 || Log posterior: -3287.385855036672 || Iter Time:0.005970001220703125 || Total time:17.613539457321167 Avg NMI: 0.8595091357325709 Full NMI: 0.8482274216144912 Test Summary: | Total Time Streaming Data NIW 3 | 0 46.3s Testing DPMMSubClustersStreaming tests passed Testing completed after 113.49s PkgEval succeeded after 364.16s