Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1826 (44c835795b*) started at 2026-03-02T16:32:09.428 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 16.6s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.18.0 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.27 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.2 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.4.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.17 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.5+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.2+0 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 6.97s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 6332.5 ms ✓ StatsBase 13888.1 ms ✓ Distributions 6513.3 ms ✓ Clustering 13549.5 ms ✓ KernelFunctions 5689.4 ms ✓ Distributions → DistributionsChainRulesCoreExt 5920.0 ms ✓ Distributions → DistributionsTestExt 15914.0 ms ✓ DPMMSubClustersStreaming 7 dependencies successfully precompiled in 71 seconds. 97 already precompiled. Precompilation completed after 100.57s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_HfGpLs/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_HfGpLs/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.18.0 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.27 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.2 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.4.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.17 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.5+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.2+0 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 4.335966 seconds (964.73 k allocations: 60.381 MiB, 99.87% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:22.791795015335083 || Total time:22.791795015335083 Iteration: 1 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.0062520503997802734 || Total time:22.798047065734863 Iteration: 2 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.005934000015258789 || Total time:22.803981065750122 Iteration: 3 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.006044864654541016 || Total time:22.810025930404663 Iteration: 4 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.005789041519165039 || Total time:22.815814971923828 Iteration: 5 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.018510818481445312 || Total time:22.834325790405273 Iteration: 6 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.00603795051574707 || Total time:22.84036374092102 Iteration: 7 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.006012916564941406 || Total time:22.846376657485962 Iteration: 8 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.0070459842681884766 || Total time:22.85342264175415 Iteration: 9 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.005771160125732422 || Total time:22.859193801879883 Iteration: 10 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.006234169006347656 || Total time:22.86542797088623 Iteration: 11 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.005946159362792969 || Total time:22.871374130249023 Iteration: 12 || Clusters count: 1 || Log posterior: -233098.66298629093 || Iter Time:0.005946159362792969 || Total time:22.877320289611816 Iteration: 13 || Clusters count: 2 || Log posterior: -232814.72085699547 || Iter Time:5.520533800125122 || Total time:28.39785408973694 Iteration: 14 || Clusters count: 2 || Log posterior: -232799.92398199547 || Iter Time:0.006576061248779297 || Total time:28.404430150985718 Iteration: 15 || Clusters count: 2 || Log posterior: -232806.39135971313 || Iter Time:0.006332874298095703 || Total time:28.410763025283813 Iteration: 16 || Clusters count: 2 || Log posterior: -232809.54996091308 || Iter Time:0.0062100887298583984 || Total time:28.416973114013672 Iteration: 17 || Clusters count: 2 || Log posterior: -232796.36085015646 || Iter Time:0.0064280033111572266 || Total time:28.42340111732483 Iteration: 18 || Clusters count: 2 || Log posterior: -232816.86690891118 || Iter Time:0.006219148635864258 || Total time:28.429620265960693 Iteration: 19 || Clusters count: 2 || Log posterior: -232822.59585699547 || Iter Time:0.006381034851074219 || Total time:28.436001300811768 Iteration: 20 || Clusters count: 2 || Log posterior: -232718.32885971313 || Iter Time:1.836806058883667 || Total time:30.272807359695435 Loading and distributing data: 0.000906 seconds (142 allocations: 396.039 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232896.05497391894 || Iter Time:0.03525996208190918 || Total time:30.308067321777344 Iteration: 22 || Clusters count: 2 || Log posterior: -232848.03630681545 || Iter Time:0.006841182708740234 || Total time:30.314908504486084 Iteration: 23 || Clusters count: 2 || Log posterior: -232849.60366597635 || Iter Time:0.006382942199707031 || Total time:30.32129144668579 Iteration: 24 || Clusters count: 2 || Log posterior: -232842.55511068326 || Iter Time:0.0062999725341796875 || Total time:30.32759141921997 Iteration: 25 || Clusters count: 2 || Log posterior: -232813.97409614688 || Iter Time:0.0063970088958740234 || Total time:30.333988428115845 Iteration: 26 || Clusters count: 2 || Log posterior: -232802.68254423694 || Iter Time:0.006345987319946289 || Total time:30.34033441543579 Iteration: 27 || Clusters count: 2 || Log posterior: -232812.97781399096 || Iter Time:0.006227016448974609 || Total time:30.346561431884766 Iteration: 28 || Clusters count: 3 || Log posterior: -232563.09281101896 || Iter Time:0.008401870727539062 || Total time:30.354963302612305 Iteration: 29 || Clusters count: 3 || Log posterior: -232462.7553844131 || Iter Time:0.007063865661621094 || Total time:30.362027168273926 Iteration: 30 || Clusters count: 3 || Log posterior: -232429.8577509506 || Iter Time:0.006941795349121094 || Total time:30.368968963623047 Iteration: 31 || Clusters count: 3 || Log posterior: -232430.41540719278 || Iter Time:0.006624937057495117 || Total time:30.375593900680542 Iteration: 32 || Clusters count: 3 || Log posterior: -232406.8009334436 || Iter Time:0.007050037384033203 || Total time:30.382643938064575 Iteration: 33 || Clusters count: 3 || Log posterior: -232428.286972668 || Iter Time:0.006916999816894531 || Total time:30.38956093788147 Iteration: 34 || Clusters count: 3 || Log posterior: -232394.76304895183 || Iter Time:0.006783008575439453 || Total time:30.39634394645691 Iteration: 35 || Clusters count: 3 || Log posterior: -232412.30005158758 || Iter Time:0.006648063659667969 || Total time:30.402992010116577 Iteration: 36 || Clusters count: 3 || Log posterior: -232397.89974871624 || Iter Time:0.00680994987487793 || Total time:30.409801959991455 Iteration: 37 || Clusters count: 3 || Log posterior: -232394.19641544574 || Iter Time:0.006784915924072266 || Total time:30.416586875915527 Iteration: 38 || Clusters count: 3 || Log posterior: -232422.33144913233 || Iter Time:0.00686192512512207 || Total time:30.42344880104065 Iteration: 39 || Clusters count: 3 || Log posterior: -232378.69842901232 || Iter Time:0.006716012954711914 || Total time:30.43016481399536 Iteration: 40 || Clusters count: 3 || Log posterior: -232378.52753586855 || Iter Time:0.007197856903076172 || Total time:30.437362670898438 Iteration: 41 || Clusters count: 3 || Log posterior: -232312.7238292381 || Iter Time:0.006577968597412109 || Total time:30.44394063949585 Loading and distributing data: 0.001091 seconds (142 allocations: 396.039 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262399.4431001302 || Iter Time:0.008522987365722656 || Total time:30.452463626861572 Iteration: 43 || Clusters count: 4 || Log posterior: -261989.26738924102 || Iter Time:0.009716033935546875 || Total time:30.46217966079712 Iteration: 44 || Clusters count: 4 || Log posterior: -261904.04941020827 || Iter Time:0.009010076522827148 || Total time:30.471189737319946 Iteration: 45 || Clusters count: 4 || Log posterior: -261916.53327859714 || Iter Time:0.008629083633422852 || Total time:30.47981882095337 Iteration: 46 || Clusters count: 4 || Log posterior: -261881.7388685871 || Iter Time:0.008836984634399414 || Total time:30.48865580558777 Iteration: 47 || Clusters count: 5 || Log posterior: -261361.72057723987 || Iter Time:0.009912967681884766 || Total time:30.498568773269653 Iteration: 48 || Clusters count: 5 || Log posterior: -261228.96350759672 || Iter Time:0.0078051090240478516 || Total time:30.5063738822937 Iteration: 49 || Clusters count: 5 || Log posterior: -261215.78568268684 || Iter Time:0.011407852172851562 || Total time:30.517781734466553 Iteration: 50 || Clusters count: 5 || Log posterior: -261209.5276215032 || Iter Time:0.010614871978759766 || Total time:30.528396606445312 Iteration: 51 || Clusters count: 5 || Log posterior: -261216.3288383923 || Iter Time:0.010035991668701172 || Total time:30.538432598114014 Iteration: 52 || Clusters count: 5 || Log posterior: -261190.69850016187 || Iter Time:0.012428998947143555 || Total time:30.550861597061157 Iteration: 53 || Clusters count: 5 || Log posterior: -261176.0457173042 || Iter Time:0.010718822479248047 || Total time:30.561580419540405 Iteration: 54 || Clusters count: 5 || Log posterior: -261189.21379910284 || Iter Time:0.010553121566772461 || Total time:30.572133541107178 Iteration: 55 || Clusters count: 5 || Log posterior: -261201.51461667113 || Iter Time:0.05459904670715332 || Total time:30.62673258781433 Iteration: 56 || Clusters count: 5 || Log posterior: -261185.64218077448 || Iter Time:0.009053945541381836 || Total time:30.635786533355713 Iteration: 57 || Clusters count: 5 || Log posterior: -261183.90942543672 || Iter Time:0.00890803337097168 || Total time:30.644694566726685 Iteration: 58 || Clusters count: 5 || Log posterior: -261178.77862660246 || Iter Time:0.8660099506378174 || Total time:31.510704517364502 Iteration: 59 || Clusters count: 5 || Log posterior: -261179.8814844837 || Iter Time:0.008810043334960938 || Total time:31.519514560699463 Iteration: 60 || Clusters count: 5 || Log posterior: -261209.03383260343 || Iter Time:0.009188175201416016 || Total time:31.52870273590088 Iteration: 61 || Clusters count: 6 || Log posterior: -260834.2592072297 || Iter Time:0.011924982070922852 || Total time:31.5406277179718 Iteration: 62 || Clusters count: 6 || Log posterior: -260698.59673635432 || Iter Time:0.00871896743774414 || Total time:31.549346685409546 Loading and distributing data: 0.000903 seconds (142 allocations: 396.039 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260572.2101715408 || Iter Time:0.011926889419555664 || Total time:31.5612735748291 Iteration: 64 || Clusters count: 8 || Log posterior: -260309.6991264807 || Iter Time:0.010110139846801758 || Total time:31.571383714675903 Iteration: 65 || Clusters count: 8 || Log posterior: -260294.3190156473 || Iter Time:0.010329008102416992 || Total time:31.58171272277832 Iteration: 66 || Clusters count: 8 || Log posterior: -260293.59399986343 || Iter Time:0.009859085083007812 || Total time:31.591571807861328 Iteration: 67 || Clusters count: 8 || Log posterior: -260293.91014128816 || Iter Time:0.010287046432495117 || Total time:31.601858854293823 Iteration: 68 || Clusters count: 8 || Log posterior: -260293.3106321206 || Iter Time:0.01017618179321289 || Total time:31.612035036087036 Iteration: 69 || Clusters count: 8 || Log posterior: -260283.48806188643 || Iter Time:0.010141134262084961 || Total time:31.62217617034912 Iteration: 70 || Clusters count: 8 || Log posterior: -260261.8611709335 || Iter Time:0.00995492935180664 || Total time:31.632131099700928 Iteration: 71 || Clusters count: 8 || Log posterior: -260256.43370705095 || Iter Time:0.00950312614440918 || Total time:31.641634225845337 Iteration: 72 || Clusters count: 8 || Log posterior: -260257.48429543822 || Iter Time:0.010222911834716797 || Total time:31.651857137680054 Iteration: 73 || Clusters count: 8 || Log posterior: -260284.20821750615 || Iter Time:0.010909080505371094 || Total time:31.662766218185425 Iteration: 74 || Clusters count: 8 || Log posterior: -260274.87842838786 || Iter Time:0.010808944702148438 || Total time:31.673575162887573 Iteration: 75 || Clusters count: 8 || Log posterior: -260279.7842344128 || Iter Time:0.010580062866210938 || Total time:31.684155225753784 Iteration: 76 || Clusters count: 10 || Log posterior: -259891.48013469818 || Iter Time:0.013219118118286133 || Total time:31.69737434387207 Iteration: 77 || Clusters count: 10 || Log posterior: -259760.13425583256 || Iter Time:0.04354596138000488 || Total time:31.740920305252075 Iteration: 78 || Clusters count: 10 || Log posterior: -259747.73564088784 || Iter Time:0.01244211196899414 || Total time:31.75336241722107 Iteration: 79 || Clusters count: 10 || Log posterior: -259748.68462264596 || Iter Time:0.012237071990966797 || Total time:31.765599489212036 Iteration: 80 || Clusters count: 10 || Log posterior: -259743.2128118204 || Iter Time:0.01238393783569336 || Total time:31.77798342704773 Iteration: 81 || Clusters count: 10 || Log posterior: -259745.00300819997 || Iter Time:0.012682199478149414 || Total time:31.79066562652588 Iteration: 82 || Clusters count: 10 || Log posterior: -259750.15713595744 || Iter Time:0.012691020965576172 || Total time:31.803356647491455 Iteration: 83 || Clusters count: 10 || Log posterior: -259689.01530965266 || Iter Time:0.011651992797851562 || Total time:31.815008640289307 Loading and distributing data: 0.000929 seconds (142 allocations: 396.039 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259483.93056008287 || Iter Time:0.011770963668823242 || Total time:31.82677960395813 Iteration: 85 || Clusters count: 10 || Log posterior: -259371.60882677036 || Iter Time:0.01123189926147461 || Total time:31.838011503219604 Iteration: 86 || Clusters count: 10 || Log posterior: -259334.77362841007 || Iter Time:0.010011911392211914 || Total time:31.848023414611816 Iteration: 87 || Clusters count: 10 || Log posterior: -259355.0193989073 || Iter Time:0.0119781494140625 || Total time:31.86000156402588 Iteration: 88 || Clusters count: 10 || Log posterior: -259353.9271922532 || Iter Time:0.012140989303588867 || Total time:31.872142553329468 Iteration: 89 || Clusters count: 10 || Log posterior: -259342.88918348454 || Iter 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Time:0.013125896453857422 || Total time:32.109607458114624 Iteration: 104 || Clusters count: 14 || Log posterior: -257817.61094593577 || Iter Time:0.012349843978881836 || Total time:32.121957302093506 Loading and distributing data: 0.000877 seconds (142 allocations: 396.039 KiB) Iteration: 105 || Clusters count: 14 || Log posterior: -258034.38092250162 || Iter Time:0.014024019241333008 || Total time:32.13598132133484 Iteration: 106 || Clusters count: 17 || Log posterior: -257036.56812225556 || Iter Time:0.01772308349609375 || Total time:32.15370440483093 Iteration: 107 || Clusters count: 17 || Log posterior: -256813.47558419668 || Iter Time:0.015949010848999023 || Total time:32.16965341567993 Iteration: 108 || Clusters count: 17 || Log posterior: -256783.84269492814 || Iter Time:0.017755985260009766 || Total time:32.18740940093994 Iteration: 109 || Clusters count: 17 || Log posterior: -256768.58864876078 || Iter Time:0.024754047393798828 || Total time:32.21216344833374 Iteration: 110 || Clusters count: 17 || Log posterior: -256768.03445320964 || Iter Time:0.01764202117919922 || Total time:32.22980546951294 Iteration: 111 || Clusters count: 17 || Log posterior: -256764.1039093684 || Iter Time:0.017235994338989258 || Total time:32.24704146385193 Iteration: 112 || Clusters count: 17 || Log posterior: -256754.8886786753 || Iter Time:0.01733112335205078 || Total time:32.26437258720398 Iteration: 113 || Clusters count: 17 || Log posterior: -256757.03193908627 || Iter Time:0.01695394515991211 || Total time:32.28132653236389 Iteration: 114 || Clusters count: 17 || Log posterior: -256756.34378241282 || Iter Time:0.02219986915588379 || Total time:32.303526401519775 Iteration: 115 || Clusters count: 17 || Log posterior: -256767.61537084213 || Iter Time:0.017404794692993164 || Total time:32.32093119621277 Iteration: 116 || Clusters count: 17 || Log posterior: -256762.13882886476 || Iter Time:0.016833066940307617 || Total time:32.337764263153076 Iteration: 117 || Clusters 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posterior: -256299.2313849388 || Iter Time:0.026077985763549805 || Total time:32.51390624046326 Iteration: 125 || Clusters count: 18 || Log posterior: -256288.75338065685 || Iter Time:0.022099971771240234 || Total time:32.5360062122345 Loading and distributing data: 0.001081 seconds (142 allocations: 396.039 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255974.14869650136 || Iter Time:0.024064064025878906 || Total time:32.560070276260376 Iteration: 127 || Clusters count: 20 || Log posterior: -255843.43439087732 || Iter Time:0.02858591079711914 || Total time:32.588656187057495 Iteration: 128 || Clusters count: 20 || Log posterior: -255842.67162876925 || Iter Time:0.022929906845092773 || Total time:32.61158609390259 Iteration: 129 || Clusters count: 20 || Log posterior: -255824.3425551265 || Iter Time:0.023428916931152344 || Total time:32.63501501083374 Iteration: 130 || Clusters count: 20 || Log posterior: -255832.74732879997 || Iter Time:0.02322101593017578 || Total 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count: 20 || Log posterior: -254900.74961388184 || Iter Time:0.0367588996887207 || Total time:33.96503448486328 Iteration: 173 || Clusters count: 20 || Log posterior: -254896.83674130272 || Iter Time:0.03208303451538086 || Total time:33.99711751937866 Iteration: 174 || Clusters count: 20 || Log posterior: -254893.18895515322 || Iter Time:0.03168916702270508 || Total time:34.02880668640137 Iteration: 175 || Clusters count: 20 || Log posterior: -254891.79354626953 || Iter Time:0.03870105743408203 || Total time:34.06750774383545 Iteration: 176 || Clusters count: 20 || Log posterior: -254894.07677035243 || Iter Time:0.03228902816772461 || Total time:34.099796772003174 Iteration: 177 || Clusters count: 20 || Log posterior: -254900.46055583732 || Iter Time:0.03237605094909668 || Total time:34.13217282295227 Iteration: 178 || Clusters count: 20 || Log posterior: -254896.238252563 || Iter Time:0.0316920280456543 || Total time:34.163864850997925 Iteration: 179 || Clusters count: 20 || Log 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-254900.333023841 || Iter Time:0.033299922943115234 || Total time:34.442469120025635 Iteration: 187 || Clusters count: 20 || Log posterior: -254893.81107223828 || Iter Time:0.03293585777282715 || Total time:34.47540497779846 Iteration: 188 || Clusters count: 20 || Log posterior: -254891.17591469892 || Iter Time:0.02928304672241211 || Total time:34.504688024520874 Loading and distributing data: 0.005912 seconds (142 allocations: 396.039 KiB, 82.51% gc time) Iteration: 189 || Clusters count: 20 || Log posterior: -254862.73820895446 || Iter Time:0.031846046447753906 || Total time:34.53653407096863 Iteration: 190 || Clusters count: 20 || Log posterior: -254837.7384588355 || Iter Time:0.031197071075439453 || Total time:34.56773114204407 Iteration: 191 || Clusters count: 20 || Log posterior: -254830.4299849179 || Iter Time:0.03160905838012695 || Total time:34.599340200424194 Iteration: 192 || Clusters count: 20 || Log posterior: -254830.59289979356 || Iter Time:0.036910057067871094 || Total time:34.636250257492065 Iteration: 193 || Clusters count: 20 || Log posterior: -254833.8126567327 || Iter Time:0.03232002258300781 || Total time:34.66857028007507 Iteration: 194 || Clusters count: 20 || Log posterior: -254829.6349993189 || Iter Time:0.031010866165161133 || Total time:34.699581146240234 Iteration: 195 || Clusters count: 20 || Log posterior: -254832.3663888028 || Iter Time:0.037911176681518555 || Total time:34.73749232292175 Iteration: 196 || Clusters count: 20 || Log posterior: -254834.28473166205 || Iter Time:0.03187394142150879 || Total time:34.76936626434326 Iteration: 197 || Clusters count: 20 || Log posterior: -254829.49401025992 || Iter Time:0.0315399169921875 || Total time:34.80090618133545 Iteration: 198 || Clusters count: 20 || Log posterior: -254835.7699831074 || Iter Time:0.03784584999084473 || Total time:34.838752031326294 Iteration: 199 || Clusters count: 20 || Log posterior: -254840.32194975938 || Iter Time:0.03322577476501465 || Total time:34.87197780609131 Iteration: 200 || Clusters count: 20 || Log posterior: -254835.7499190676 || Iter Time:0.03200793266296387 || Total time:34.90398573875427 Iteration: 201 || Clusters count: 20 || Log posterior: -254831.90191724652 || Iter Time:0.03135085105895996 || Total time:34.93533658981323 Iteration: 202 || Clusters count: 20 || Log posterior: -254826.03153743318 || Iter Time:0.03708910942077637 || Total time:34.97242569923401 Iteration: 203 || Clusters count: 20 || Log posterior: -254824.94949825178 || Iter Time:0.03217601776123047 || Total time:35.00460171699524 Iteration: 204 || Clusters count: 20 || Log posterior: -254826.42672829764 || Iter Time:0.03763413429260254 || Total time:35.04223585128784 Iteration: 205 || Clusters count: 20 || Log posterior: -254833.55388709536 || Iter Time:0.046543121337890625 || Total time:35.08877897262573 Iteration: 206 || Clusters count: 20 || Log posterior: -254830.40085545575 || Iter Time:0.03597307205200195 || Total time:35.124752044677734 Iteration: 207 || Clusters count: 20 || Log posterior: -254826.63723075972 || Iter Time:0.03340411186218262 || Total time:35.15815615653992 Iteration: 208 || Clusters count: 20 || Log posterior: -254826.63723075972 || Iter Time:0.039016008377075195 || Total time:35.19717216491699 Iteration: 209 || Clusters count: 20 || Log posterior: -254824.45643219727 || Iter Time:0.04967904090881348 || Total time:35.246851205825806 NMI: 0.7633653856349174 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m51.3s [14877, 11634, 5884, 103507, 19795, 115213, 7049, 25971, 56332, 29269, 27370, 4598, 104120, 84068, 198118, 22825, 21731, 91336, 23308, 32995] Loading and distributing data: 0.000582 seconds (142 allocations: 13.227 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:5.112504959106445 || Total time:5.112504959106445 Iteration: 1 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.003164052963256836 || Total time:5.115669012069702 Iteration: 2 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.0025207996368408203 || Total time:5.118189811706543 Iteration: 3 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.0025959014892578125 || Total time:5.120785713195801 Iteration: 4 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.0023789405822753906 || Total time:5.123164653778076 Iteration: 5 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.0022988319396972656 || Total time:5.125463485717773 Iteration: 6 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.0023009777069091797 || Total time:5.127764463424683 Iteration: 7 || Clusters count: 1 || Log posterior: -6810.637658430622 || Iter Time:0.002248048782348633 || Total time:5.130012512207031 Iteration: 8 || Clusters count: 2 || Log posterior: -6702.5544021136775 || Iter Time:0.18264293670654297 || Total time:5.312655448913574 Iteration: 9 || Clusters count: 2 || Log posterior: -6723.990700202714 || Iter Time:0.003061056137084961 || Total time:5.315716505050659 Iteration: 10 || Clusters count: 2 || Log posterior: -6693.655295511833 || Iter Time:0.0029599666595458984 || Total time:5.318676471710205 Iteration: 11 || Clusters count: 2 || Log posterior: -6674.962442073105 || Iter Time:0.0027818679809570312 || Total time:5.321458339691162 Iteration: 12 || Clusters count: 2 || Log posterior: -6701.72953921871 || Iter Time:0.002814054489135742 || Total time:5.324272394180298 Iteration: 13 || Clusters count: 2 || Log posterior: -6715.734358771209 || Iter Time:0.0026938915252685547 || Total time:5.326966285705566 Iteration: 14 || Clusters count: 2 || Log posterior: -6717.278238800632 || Iter Time:0.002897977828979492 || Total time:5.329864263534546 Iteration: 15 || Clusters count: 2 || Log posterior: -6723.806492261527 || Iter Time:0.0027420520782470703 || 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Iteration: 23 || Clusters count: 3 || Log posterior: -6491.395729414546 || Iter Time:0.003304004669189453 || Total time:5.363193035125732 Iteration: 24 || Clusters count: 3 || Log posterior: -6483.549091058641 || Iter Time:0.003615856170654297 || Total time:5.366808891296387 Iteration: 25 || Clusters count: 3 || Log posterior: -6525.699259300367 || Iter Time:0.0033261775970458984 || Total time:5.370135068893433 Iteration: 26 || Clusters count: 3 || Log posterior: -6492.176748449453 || Iter Time:0.0033910274505615234 || Total time:5.373526096343994 Iteration: 27 || Clusters count: 3 || Log posterior: -6487.009854156432 || Iter Time:0.003381013870239258 || Total time:5.376907110214233 Iteration: 28 || Clusters count: 4 || Log posterior: -6444.953440438459 || Iter Time:0.007032871246337891 || Total time:5.383939981460571 Iteration: 29 || Clusters count: 4 || Log posterior: -6380.019113179886 || Iter Time:0.0039670467376708984 || Total time:5.387907028198242 Iteration: 30 || Clusters count: 4 || Log posterior: -6222.828446982674 || Iter Time:1.7696897983551025 || Total time:7.157596826553345 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 3, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000320 seconds (142 allocations: 13.227 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -6141.074793723072 || Iter Time:0.03642892837524414 || Total time:7.194025754928589 Iteration: 32 || Clusters count: 5 || Log posterior: -6037.925345718565 || Iter Time:0.01435089111328125 || Total time:7.20837664604187 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5297.590175206335 || Iter Time:0.004300117492675781 || Total time:7.212676763534546 Iteration: 34 || Clusters count: 5 || Log posterior: -5250.282570432561 || Iter Time:0.014326095581054688 || Total time:7.227002859115601 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 35 || Clusters count: 5 || Log posterior: -5066.153472613456 || Iter Time:0.004708051681518555 || Total time:7.231710910797119 Iteration: 36 || Clusters count: 5 || Log posterior: -5029.804114454067 || Iter Time:0.014427900314331055 || Total time:7.24613881111145 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 37 || Clusters count: 5 || Log posterior: -5112.05438077037 || Iter Time:0.0043489933013916016 || Total 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|| Log posterior: -3761.390146773463 || Iter Time:0.01393580436706543 || Total time:9.261523008346558 Iteration: 134 || Clusters count: 11 || Log posterior: -3742.99283033861 || Iter Time:0.03442192077636719 || Total time:9.295944929122925 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 135 || Clusters count: 11 || Log posterior: -3819.762827393341 || Iter Time:0.012432098388671875 || Total time:9.308377027511597 Iteration: 136 || Clusters count: 11 || Log posterior: -3802.0396879523532 || Iter Time:0.03384518623352051 || Total time:9.342222213745117 Loading and distributing data: 0.000244 seconds (142 allocations: 13.227 KiB) Iteration: 137 || Clusters count: 11 || Log posterior: -3899.305175345412 || Iter Time:0.01223897933959961 || Total time:9.354461193084717 Iteration: 138 || Clusters count: 11 || Log posterior: -3866.7869373604044 || Iter Time:0.03494906425476074 || Total time:9.389410257339478 Loading and distributing data: 0.000206 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Iteration: 161 || Clusters count: 11 || Log posterior: -3792.3471304291734 || Iter Time:0.012424945831298828 || Total time:10.053523778915405 Iteration: 162 || Clusters count: 11 || Log posterior: -3782.8878460816395 || Iter Time:0.0328521728515625 || Total time:10.086375951766968 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 163 || Clusters count: 11 || Log posterior: -3791.8340863433837 || Iter Time:0.012439966201782227 || Total time:10.09881591796875 Iteration: 164 || Clusters count: 11 || Log posterior: -3776.292213536715 || Iter Time:0.03266000747680664 || Total time:10.131475925445557 Loading and distributing data: 0.000238 seconds (142 allocations: 13.227 KiB) Iteration: 165 || Clusters count: 11 || Log posterior: -3763.069798198637 || Iter Time:0.013134002685546875 || Total time:10.144609928131104 Iteration: 166 || Clusters count: 11 || Log posterior: -3751.035302926666 || Iter Time:0.03296399116516113 || Total time:10.177573919296265 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-3763.871688802151 || Iter Time:0.012121915817260742 || Total time:11.054532051086426 Iteration: 206 || Clusters count: 11 || Log posterior: -3745.439442645789 || Iter Time:0.03396201133728027 || Total time:11.088494062423706 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 207 || Clusters count: 11 || Log posterior: -3779.653704255106 || Iter Time:0.012462854385375977 || Total time:11.100956916809082 Iteration: 208 || Clusters count: 11 || Log posterior: -3765.168138830701 || Iter Time:0.03229498863220215 || Total time:11.133251905441284 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 209 || Clusters count: 11 || Log posterior: -3747.574316492117 || Iter Time:0.010946035385131836 || Total time:11.144197940826416 Iteration: 210 || Clusters count: 11 || Log posterior: -3737.7119967057597 || Iter Time:0.03459286689758301 || Total time:11.178790807723999 Loading and distributing data: 0.000197 seconds (142 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Iteration: 233 || Clusters count: 11 || Log posterior: -3764.363230985879 || Iter Time:0.0178070068359375 || Total time:11.73574686050415 Iteration: 234 || Clusters count: 11 || Log posterior: -3752.121401270007 || Iter Time:0.059470176696777344 || Total time:11.795217037200928 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 235 || Clusters count: 11 || Log posterior: -3815.3773301759384 || Iter Time:0.02812504768371582 || Total time:11.823342084884644 Iteration: 236 || Clusters count: 11 || Log posterior: -3798.4647157221343 || Iter Time:0.06260299682617188 || Total time:11.885945081710815 Loading and distributing data: 0.000266 seconds (142 allocations: 13.227 KiB) Iteration: 237 || Clusters count: 11 || Log posterior: -3779.9861847805623 || Iter Time:0.0261228084564209 || Total time:11.912067890167236 Iteration: 238 || Clusters count: 11 || Log posterior: -3775.3538077354497 || Iter Time:0.06433510780334473 || Total time:11.976402997970581 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Iteration: 272 || Clusters count: 11 || Log posterior: -3778.5229445038326 || Iter Time:0.03308296203613281 || Total time:12.771867752075195 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 273 || Clusters count: 11 || Log posterior: -3774.167402179906 || Iter Time:0.012047052383422852 || Total time:12.783914804458618 Iteration: 274 || Clusters count: 11 || Log posterior: -3746.250257911774 || Iter Time:0.03358912467956543 || Total time:12.817503929138184 Loading and distributing data: 0.000263 seconds (142 allocations: 13.227 KiB) Iteration: 275 || Clusters count: 11 || Log posterior: -3715.5922223334346 || Iter Time:0.01244497299194336 || Total time:12.829948902130127 Iteration: 276 || Clusters count: 11 || Log posterior: -3710.2688633559865 || Iter Time:0.03263378143310547 || Total time:12.862582683563232 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 277 || Clusters count: 11 || Log posterior: 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Iteration: 305 || Clusters count: 11 || Log posterior: -3714.4543903036765 || Iter Time:0.01181793212890625 || Total time:13.52735710144043 Iteration: 306 || Clusters count: 11 || Log posterior: -3701.5307871240975 || Iter Time:0.032258033752441406 || Total time:13.559615135192871 Loading and distributing data: 0.000244 seconds (142 allocations: 13.227 KiB) Iteration: 307 || Clusters count: 11 || Log posterior: -3734.1715628090037 || Iter Time:0.012904882431030273 || Total time:13.572520017623901 Iteration: 308 || Clusters count: 11 || Log posterior: -3719.2152109762296 || Iter Time:0.03238177299499512 || Total time:13.604901790618896 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 309 || Clusters count: 11 || Log posterior: -3786.8539854945393 || Iter Time:0.01226806640625 || Total time:13.617169857025146 Iteration: 310 || Clusters count: 11 || Log posterior: -3764.392288203857 || Iter Time:0.03370499610900879 || Total time:13.650874853134155 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-3758.886322060859 || Iter Time:0.033128976821899414 || Total time:13.787461757659912 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 317 || Clusters count: 11 || Log posterior: -3791.6610148884 || Iter Time:0.012048006057739258 || Total time:13.799509763717651 Iteration: 318 || Clusters count: 11 || Log posterior: -3783.937842114614 || Iter Time:0.034642934799194336 || Total time:13.834152698516846 Loading and distributing data: 0.000236 seconds (142 allocations: 13.227 KiB) Iteration: 319 || Clusters count: 11 || Log posterior: -3802.0803582467984 || Iter Time:0.012253046035766602 || Total time:13.846405744552612 Iteration: 320 || Clusters count: 11 || Log posterior: -3760.539282191578 || Iter Time:0.03492999076843262 || Total time:13.881335735321045 Loading and distributing data: 0.000234 seconds (142 allocations: 13.227 KiB) Iteration: 321 || Clusters count: 11 || Log posterior: -3811.944579200418 || Iter Time:0.012394189834594727 || Total 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|| Log posterior: -3800.9301980458276 || Iter Time:0.012360095977783203 || Total time:14.031323909759521 Iteration: 328 || Clusters count: 11 || Log posterior: -3790.747968955441 || Iter Time:0.03301382064819336 || Total time:14.064337730407715 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 329 || Clusters count: 11 || Log posterior: -3769.581391159143 || Iter Time:0.012432098388671875 || Total time:14.076769828796387 Iteration: 330 || Clusters count: 11 || Log posterior: -3756.7630455838835 || Iter Time:0.03190207481384277 || Total time:14.10867190361023 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 331 || Clusters count: 11 || Log posterior: -3760.7214257955143 || Iter Time:0.011693000793457031 || Total time:14.120364904403687 Iteration: 332 || Clusters count: 11 || Log posterior: -3746.735219012663 || Iter Time:0.03216910362243652 || Total time:14.152534008026123 Loading and distributing data: 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-3780.8191493502954 || Iter Time:0.012573957443237305 || Total time:14.556877613067627 Iteration: 350 || Clusters count: 11 || Log posterior: -3773.0894352370906 || Iter Time:0.03266310691833496 || Total time:14.589540719985962 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 351 || Clusters count: 11 || Log posterior: -3775.397080625502 || Iter Time:0.012078046798706055 || Total time:14.601618766784668 Iteration: 352 || Clusters count: 11 || Log posterior: -3760.025177873811 || Iter Time:0.03354692459106445 || Total time:14.635165691375732 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 353 || Clusters count: 11 || Log posterior: -3781.0658563635793 || Iter Time:0.0162811279296875 || Total time:14.65144681930542 Iteration: 354 || Clusters count: 11 || Log posterior: -3762.4190221247186 || Iter Time:0.04219317436218262 || Total time:14.693639993667603 Loading and distributing data: 0.000215 seconds (142 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Iteration: 377 || Clusters count: 11 || Log posterior: -3780.780980945953 || Iter Time:0.027585983276367188 || Total time:15.293300867080688 Iteration: 378 || Clusters count: 11 || Log posterior: -3760.4742951942435 || Iter Time:0.03361201286315918 || Total time:15.326912879943848 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 379 || Clusters count: 11 || Log posterior: -3771.984785387791 || Iter Time:0.012209892272949219 || Total time:15.339122772216797 Iteration: 380 || Clusters count: 11 || Log posterior: -3765.4166473054975 || Iter Time:0.031123876571655273 || Total time:15.370246648788452 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 381 || Clusters count: 11 || Log posterior: -3768.0977097365617 || Iter Time:0.012073040008544922 || Total time:15.382319688796997 Iteration: 382 || Clusters count: 11 || Log posterior: -3752.6836982573245 || Iter Time:0.03162503242492676 || Total 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Iteration: 399 || Clusters count: 12 || Log posterior: -3782.2244853558395 || Iter Time:0.012113094329833984 || Total time:15.764941692352295 Iteration: 400 || Clusters count: 12 || Log posterior: -3769.023685812171 || Iter Time:0.03319907188415527 || Total time:15.79814076423645 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 401 || Clusters count: 12 || Log posterior: -3787.5480287001733 || Iter Time:0.011393070220947266 || Total time:15.809533834457397 Iteration: 402 || Clusters count: 12 || Log posterior: -3769.2580759756124 || Iter Time:0.03208208084106445 || Total time:15.841615915298462 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 403 || Clusters count: 12 || Log posterior: -3702.5961725554303 || Iter Time:0.011446952819824219 || Total time:15.853062868118286 Iteration: 404 || Clusters count: 12 || Log posterior: -3689.2005739467536 || Iter Time:0.033495187759399414 || Total 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|| Total time:16.12059760093689 Iteration: 416 || Clusters count: 12 || Log posterior: -3747.915691368951 || Iter Time:0.035043954849243164 || Total time:16.155641555786133 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 417 || Clusters count: 12 || Log posterior: -3794.6053408989364 || Iter Time:0.012336969375610352 || Total time:16.167978525161743 Iteration: 418 || Clusters count: 12 || Log posterior: -3754.251290532704 || Iter Time:0.030974149703979492 || Total time:16.198952674865723 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 419 || Clusters count: 12 || Log posterior: -3767.7481408909657 || Iter Time:0.012621879577636719 || Total time:16.21157455444336 Iteration: 420 || Clusters count: 12 || Log posterior: -3753.9688538781447 || Iter Time:0.03167915344238281 || Total time:16.243253707885742 Loading and distributing data: 0.000228 seconds (142 allocations: 13.227 KiB) Iteration: 421 || Clusters 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Iteration: 438 || Clusters count: 11 || Log posterior: -3797.94379273424 || Iter Time:0.029352188110351562 || Total time:16.64460563659668 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 439 || Clusters count: 11 || Log posterior: -3823.2189443617017 || Iter Time:0.012157917022705078 || Total time:16.656763553619385 Iteration: 440 || Clusters count: 11 || Log posterior: -3801.621337200466 || Iter Time:0.03011488914489746 || Total time:16.686878442764282 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 441 || Clusters count: 11 || Log posterior: -3790.406966782722 || Iter Time:0.012199163436889648 || Total time:16.699077606201172 Iteration: 442 || Clusters count: 11 || Log posterior: -3764.706415218926 || Iter Time:0.03133702278137207 || Total time:16.730414628982544 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 443 || Clusters count: 11 || Log posterior: -3779.2876690507414 || Iter Time:0.012118101119995117 || Total time:16.74253273010254 Iteration: 444 || Clusters count: 11 || Log posterior: -3757.739693525311 || Iter Time:0.03122091293334961 || Total time:16.77375364303589 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 445 || Clusters count: 11 || Log posterior: -3783.794977525875 || Iter Time:0.01209712028503418 || Total time:16.785850763320923 Iteration: 446 || Clusters count: 11 || Log posterior: -3762.130457943893 || Iter Time:0.03311586380004883 || Total time:16.81896662712097 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 447 || Clusters count: 11 || Log posterior: -3725.8716396209143 || Iter Time:0.012308120727539062 || Total time:16.83127474784851 Iteration: 448 || Clusters count: 11 || Log posterior: -3711.137970931701 || Iter Time:0.032289981842041016 || Total time:16.86356472969055 Loading and distributing data: 0.000193 seconds (142 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|| Log posterior: -3725.495559136486 || Iter Time:0.03324484825134277 || Total time:17.125597715377808 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 461 || Clusters count: 12 || Log posterior: -3755.392052177105 || Iter Time:0.011329889297485352 || Total time:17.136927604675293 Iteration: 462 || Clusters count: 12 || Log posterior: -3739.306876633081 || Iter Time:0.0351870059967041 || Total time:17.172114610671997 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 463 || Clusters count: 12 || Log posterior: -3767.991694195492 || Iter Time:0.011152029037475586 || Total time:17.183266639709473 Iteration: 464 || Clusters count: 12 || Log posterior: -3750.3711965744383 || Iter Time:0.03274893760681152 || Total time:17.216015577316284 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 465 || Clusters count: 12 || Log posterior: -3818.081995849629 || Iter 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Iteration: 471 || Clusters count: 12 || Log posterior: -3771.1161430869697 || Iter Time:0.012085914611816406 || Total time:17.400120496749878 Iteration: 472 || Clusters count: 12 || Log posterior: -3746.711764576601 || Iter Time:0.03303098678588867 || Total time:17.433151483535767 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 473 || Clusters count: 12 || Log posterior: -3772.651100568698 || Iter Time:0.01217508316040039 || Total time:17.445326566696167 Iteration: 474 || Clusters count: 12 || Log posterior: -3745.492686546737 || Iter Time:0.03178596496582031 || Total time:17.477112531661987 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 475 || Clusters count: 12 || Log posterior: -3766.5944254798696 || Iter Time:0.012027978897094727 || Total time:17.489140510559082 Iteration: 476 || Clusters count: 12 || Log posterior: -3736.1169836490885 || Iter Time:0.03228402137756348 || Total time:17.521424531936646 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-3807.5083323397134 || Iter Time:0.032330989837646484 || Total time:17.70712375640869 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 483 || Clusters count: 12 || Log posterior: -3828.002879201121 || Iter Time:0.012253046035766602 || Total time:17.719376802444458 Iteration: 484 || Clusters count: 12 || Log posterior: -3811.5691805446927 || Iter Time:0.031091928482055664 || Total time:17.750468730926514 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 485 || Clusters count: 12 || Log posterior: -3806.571374378794 || Iter Time:0.012320995330810547 || Total time:17.762789726257324 Iteration: 486 || Clusters count: 12 || Log posterior: -3786.393085965248 || Iter Time:0.03220391273498535 || Total time:17.79499363899231 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 487 || Clusters count: 12 || Log posterior: -3788.3341162671595 || Iter Time:0.013389825820922852 || Total 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Iteration: 510 || Clusters count: 12 || Log posterior: -3725.1527511117592 || Iter Time:0.03980398178100586 || Total time:18.39689540863037 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 511 || Clusters count: 12 || Log posterior: -3773.52554900188 || Iter Time:0.012885093688964844 || Total time:18.409780502319336 Iteration: 512 || Clusters count: 12 || Log posterior: -3723.1195985681807 || Iter Time:0.0351719856262207 || Total time:18.444952487945557 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 513 || Clusters count: 12 || Log posterior: -3730.352127012202 || Iter Time:0.013193130493164062 || Total time:18.45814561843872 Iteration: 514 || Clusters count: 12 || Log posterior: -3711.127980944209 || Iter Time:0.034474849700927734 || Total time:18.49262046813965 Loading and distributing data: 0.000204 seconds (142 allocations: 13.227 KiB) Iteration: 515 || Clusters count: 12 || Log posterior: 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|| Log posterior: -3751.2754519504656 || Iter Time:0.03211212158203125 || Total time:18.904762983322144 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 533 || Clusters count: 12 || Log posterior: -3764.440340792331 || Iter Time:0.012468099594116211 || Total time:18.91723108291626 Iteration: 534 || Clusters count: 12 || Log posterior: -3752.1658604478803 || Iter Time:0.034655094146728516 || Total time:18.95188617706299 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 535 || Clusters count: 12 || Log posterior: -3756.9708217277976 || Iter Time:0.012584924697875977 || Total time:18.964471101760864 Iteration: 536 || Clusters count: 12 || Log posterior: -3726.941107593956 || Iter Time:0.03481006622314453 || Total time:18.99928116798401 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 537 || Clusters count: 12 || Log posterior: -3754.713656704986 || Iter 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Iteration: 543 || Clusters count: 12 || Log posterior: -3746.261716510462 || Iter Time:0.012400150299072266 || Total time:19.155298233032227 Iteration: 544 || Clusters count: 12 || Log posterior: -3730.8587670299135 || Iter Time:0.03462791442871094 || Total time:19.189926147460938 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 545 || Clusters count: 12 || Log posterior: -3738.685576649194 || Iter Time:0.012729883193969727 || Total time:19.202656030654907 Iteration: 546 || Clusters count: 12 || Log posterior: -3715.994635065237 || Iter Time:0.03645014762878418 || Total time:19.23910617828369 Loading and distributing data: 0.000236 seconds (142 allocations: 13.227 KiB) Iteration: 547 || Clusters count: 13 || Log posterior: -3785.887211540699 || Iter Time:0.012982845306396484 || Total time:19.252089023590088 Iteration: 548 || Clusters count: 12 || Log posterior: -3757.8692787369887 || Iter Time:0.037042856216430664 || Total time:19.28913187980652 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Iteration: 759 || Clusters count: 11 || Log posterior: -3733.4605717966015 || Iter Time:0.05283617973327637 || Total time:24.72666907310486 Iteration: 760 || Clusters count: 11 || Log posterior: -3715.822513756452 || Iter Time:0.03500008583068848 || Total time:24.761669158935547 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 761 || Clusters count: 11 || Log posterior: -3745.0494279034315 || Iter Time:0.012200117111206055 || Total time:24.773869276046753 Iteration: 762 || Clusters count: 11 || Log posterior: -3718.8925885876165 || Iter Time:0.03399395942687988 || Total time:24.807863235473633 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 763 || Clusters count: 11 || Log posterior: -3803.7353393147414 || Iter Time:0.012048959732055664 || Total time:24.81991219520569 Iteration: 764 || Clusters count: 11 || Log posterior: -3788.5418496831894 || Iter Time:0.032939910888671875 || Total time:24.85285210609436 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Iteration: 809 || Clusters count: 11 || Log posterior: -3754.468870406503 || Iter Time:0.012681007385253906 || Total time:25.926462650299072 Iteration: 810 || Clusters count: 11 || Log posterior: -3740.8744240826327 || Iter Time:0.037316083908081055 || Total time:25.963778734207153 Loading and distributing data: 0.000244 seconds (142 allocations: 13.227 KiB) Iteration: 811 || Clusters count: 11 || Log posterior: -3714.3007043183566 || Iter Time:0.012453794479370117 || Total time:25.976232528686523 Iteration: 812 || Clusters count: 11 || Log posterior: -3701.455132176888 || Iter Time:0.03458285331726074 || Total time:26.010815382003784 Loading and distributing data: 0.000229 seconds (142 allocations: 13.227 KiB) Iteration: 813 || Clusters count: 11 || Log posterior: -3687.1441964476385 || Iter Time:0.01267385482788086 || Total time:26.023489236831665 Iteration: 814 || Clusters count: 11 || Log posterior: -3680.2059114556578 || Iter Time:0.03476214408874512 || Total 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Iteration: 831 || Clusters count: 11 || Log posterior: -3749.142784202514 || Iter Time:0.01248788833618164 || Total time:26.477490186691284 Iteration: 832 || Clusters count: 11 || Log posterior: -3737.967344989964 || Iter Time:0.03439211845397949 || Total time:26.511882305145264 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 833 || Clusters count: 11 || Log posterior: -3789.881718329479 || Iter Time:0.012308835983276367 || Total time:26.52419114112854 Iteration: 834 || Clusters count: 11 || Log posterior: -3777.287507168831 || Iter Time:0.03311800956726074 || Total time:26.5573091506958 Loading and distributing data: 0.000264 seconds (142 allocations: 13.227 KiB) Iteration: 835 || Clusters count: 11 || Log posterior: -3782.248241488055 || Iter Time:0.012395143508911133 || Total time:26.569704294204712 Iteration: 836 || Clusters count: 11 || Log posterior: -3755.7369071902613 || Iter Time:0.035125017166137695 || Total time:26.60482931137085 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-3775.249727431066 || Iter Time:0.034570932388305664 || Total time:26.750178575515747 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 843 || Clusters count: 11 || Log posterior: -3780.824151862176 || Iter Time:0.01198887825012207 || Total time:26.76216745376587 Iteration: 844 || Clusters count: 11 || Log posterior: -3762.163049150298 || Iter Time:0.034399986267089844 || Total time:26.79656744003296 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 845 || Clusters count: 11 || Log posterior: -3755.529576551705 || Iter Time:0.01198577880859375 || Total time:26.808553218841553 Iteration: 846 || Clusters count: 11 || Log posterior: -3733.8139540863644 || Iter Time:0.03771400451660156 || Total time:26.846267223358154 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 847 || Clusters count: 11 || Log posterior: -3729.0263218962414 || Iter Time:0.01198887825012207 || Total 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Log posterior: -3795.6950971849856 || Iter Time:0.01212000846862793 || Total time:26.995991230010986 Iteration: 854 || Clusters count: 11 || Log posterior: -3774.2207822044493 || Iter Time:0.03326582908630371 || Total time:27.02925705909729 Loading and distributing data: 0.000234 seconds (142 allocations: 13.227 KiB) Iteration: 855 || Clusters count: 11 || Log posterior: -3815.5980108136964 || Iter Time:0.01209878921508789 || Total time:27.041355848312378 Iteration: 856 || Clusters count: 11 || Log posterior: -3804.271346728992 || Iter Time:0.032800912857055664 || Total time:27.074156761169434 Loading and distributing data: 0.000229 seconds (142 allocations: 13.227 KiB) Iteration: 857 || Clusters count: 11 || Log posterior: -3823.3764133632994 || Iter Time:0.012029886245727539 || Total time:27.08618664741516 Iteration: 858 || Clusters count: 11 || Log posterior: -3810.5990979489306 || Iter Time:0.03316998481750488 || Total time:27.119356632232666 Loading and distributing data: 0.000216 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Iteration: 870 || Clusters count: 11 || Log posterior: -3762.399217554052 || Iter Time:0.034829139709472656 || Total time:27.434176683425903 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 871 || Clusters count: 11 || Log posterior: -3752.9609570114144 || Iter Time:0.012515068054199219 || Total time:27.446691751480103 Iteration: 872 || Clusters count: 11 || Log posterior: -3727.1604625627565 || Iter Time:0.034474849700927734 || Total time:27.48116660118103 Loading and distributing data: 0.000248 seconds (142 allocations: 13.227 KiB) Iteration: 873 || Clusters count: 11 || Log posterior: -3724.8038556299593 || Iter Time:0.012124061584472656 || Total time:27.493290662765503 Iteration: 874 || Clusters count: 11 || Log posterior: -3714.4257119457584 || Iter Time:0.035633087158203125 || Total time:27.528923749923706 Loading and distributing data: 0.000276 seconds (142 allocations: 13.227 KiB) Iteration: 875 || Clusters count: 11 || Log posterior: 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|| Log posterior: -3783.7447677379455 || Iter Time:0.03225398063659668 || Total time:27.951751708984375 Loading and distributing data: 0.000243 seconds (142 allocations: 13.227 KiB) Iteration: 893 || Clusters count: 11 || Log posterior: -3785.7613674531876 || Iter Time:0.01253199577331543 || Total time:27.96428370475769 Iteration: 894 || Clusters count: 11 || Log posterior: -3766.2932278693334 || Iter Time:0.033277034759521484 || Total time:27.997560739517212 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 895 || Clusters count: 11 || Log posterior: -3739.3051851737773 || Iter Time:0.012968063354492188 || Total time:28.010528802871704 Iteration: 896 || Clusters count: 11 || Log posterior: -3712.0999517306404 || Iter Time:0.03309822082519531 || Total time:28.0436270236969 Loading and distributing data: 0.000280 seconds (142 allocations: 13.227 KiB) Iteration: 897 || Clusters count: 11 || Log posterior: -3740.7125990691725 || Iter 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Iteration: 903 || Clusters count: 11 || Log posterior: -3796.4654346511497 || Iter Time:0.012840986251831055 || Total time:28.230371236801147 Iteration: 904 || Clusters count: 11 || Log posterior: -3786.8481896252397 || Iter Time:0.03487801551818848 || Total time:28.265249252319336 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 905 || Clusters count: 11 || Log posterior: -3762.2135597170413 || Iter Time:0.012037992477416992 || Total time:28.277287244796753 Iteration: 906 || Clusters count: 11 || Log posterior: -3742.6328349038204 || Iter Time:0.03427886962890625 || Total time:28.31156611442566 Loading and distributing data: 0.000238 seconds (142 allocations: 13.227 KiB) Iteration: 907 || Clusters count: 11 || Log posterior: -3773.418947484919 || Iter Time:0.012129068374633789 || Total time:28.323695182800293 Iteration: 908 || Clusters count: 11 || Log posterior: -3763.869085821029 || Iter Time:0.03340411186218262 || Total 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Iteration: 925 || Clusters count: 11 || Log posterior: -3769.9292189068724 || Iter Time:0.012007951736450195 || Total time:28.741577625274658 Iteration: 926 || Clusters count: 11 || Log posterior: -3731.2752441223743 || Iter Time:0.0341339111328125 || Total time:28.77571153640747 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 927 || Clusters count: 11 || Log posterior: -3738.342197067142 || Iter Time:0.011488914489746094 || Total time:28.787200450897217 Iteration: 928 || Clusters count: 11 || Log posterior: -3724.8275107767186 || Iter Time:0.03269696235656738 || Total time:28.819897413253784 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 929 || Clusters count: 11 || Log posterior: -3751.174161397254 || Iter Time:0.012382030487060547 || Total time:28.832279443740845 Iteration: 930 || Clusters count: 11 || Log posterior: -3737.6230140682896 || Iter Time:0.032351016998291016 || Total 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Iteration: 947 || Clusters count: 11 || Log posterior: -3769.7821450755787 || Iter Time:0.012415885925292969 || Total time:29.28136944770813 Iteration: 948 || Clusters count: 11 || Log posterior: -3736.3214219782576 || Iter Time:0.03627204895019531 || Total time:29.317641496658325 Loading and distributing data: 0.000259 seconds (142 allocations: 13.227 KiB) Iteration: 949 || Clusters count: 11 || Log posterior: -3722.070560669603 || Iter Time:0.012321949005126953 || Total time:29.329963445663452 Iteration: 950 || Clusters count: 11 || Log posterior: -3696.917578882226 || Iter Time:0.03478813171386719 || Total time:29.36475157737732 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 951 || Clusters count: 11 || Log posterior: -3698.3431014696803 || Iter Time:0.012112855911254883 || Total time:29.376864433288574 Iteration: 952 || Clusters count: 11 || Log posterior: -3677.5316547629172 || Iter Time:0.0346379280090332 || Total time:29.411502361297607 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-3704.153114450018 || Iter Time:0.03367280960083008 || Total time:29.549471378326416 Loading and distributing data: 0.000302 seconds (142 allocations: 13.227 KiB) Iteration: 959 || Clusters count: 11 || Log posterior: -3762.815333866841 || Iter Time:0.013490915298461914 || Total time:29.562962293624878 Iteration: 960 || Clusters count: 11 || Log posterior: -3744.7768521937433 || Iter Time:0.04740500450134277 || Total time:29.61036729812622 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 961 || Clusters count: 11 || Log posterior: -3828.209539967883 || Iter Time:0.01235198974609375 || Total time:29.622719287872314 Iteration: 962 || Clusters count: 11 || Log posterior: -3802.880134658349 || Iter Time:0.034880876541137695 || Total time:29.657600164413452 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 963 || Clusters count: 11 || Log posterior: -3790.1479417337873 || Iter Time:0.013184070587158203 || Total 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Iteration: 1157 || Clusters count: 11 || Log posterior: -3724.511884367751 || Iter Time:0.01335287094116211 || Total time:35.4598708152771 Iteration: 1158 || Clusters count: 11 || Log posterior: -3702.092605937775 || Iter Time:0.036244869232177734 || Total time:35.49611568450928 Loading and distributing data: 0.000254 seconds (142 allocations: 13.258 KiB) Iteration: 1159 || Clusters count: 11 || Log posterior: -3770.304157835522 || Iter Time:0.012810945510864258 || Total time:35.50892663002014 Iteration: 1160 || Clusters count: 11 || Log posterior: -3747.2519129821108 || Iter Time:0.035607099533081055 || Total time:35.54453372955322 Loading and distributing data: 0.000254 seconds (142 allocations: 13.227 KiB) Iteration: 1161 || Clusters count: 11 || Log posterior: -3801.1550626342837 || Iter Time:0.012503862380981445 || Total time:35.557037591934204 Iteration: 1162 || Clusters count: 11 || Log posterior: -3782.428897385132 || Iter Time:0.03487086296081543 || Total 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Iteration: 1179 || Clusters count: 11 || Log posterior: -3822.242391759629 || Iter Time:0.01264500617980957 || Total time:36.01543164253235 Iteration: 1180 || Clusters count: 11 || Log posterior: -3783.188691418806 || Iter Time:0.03629899024963379 || Total time:36.05173063278198 Loading and distributing data: 0.000234 seconds (142 allocations: 13.227 KiB) Iteration: 1181 || Clusters count: 11 || Log posterior: -3781.8881698816476 || Iter Time:0.013299942016601562 || Total time:36.065030574798584 Iteration: 1182 || Clusters count: 11 || Log posterior: -3772.5544868621487 || Iter Time:0.03426790237426758 || Total time:36.09929847717285 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 1183 || Clusters count: 11 || Log posterior: -3751.97199551361 || Iter Time:0.012233972549438477 || Total time:36.11153244972229 Iteration: 1184 || Clusters count: 11 || Log posterior: -3736.9532259758607 || Iter Time:0.03429889678955078 || Total time:36.14583134651184 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-3756.426208553861 || Iter Time:0.03442502021789551 || Total time:36.29105830192566 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 1191 || Clusters count: 11 || Log posterior: -3736.816196561652 || Iter Time:0.014180898666381836 || Total time:36.30523920059204 Iteration: 1192 || Clusters count: 11 || Log posterior: -3733.8260725338414 || Iter Time:0.0337369441986084 || Total time:36.33897614479065 Loading and distributing data: 0.000253 seconds (142 allocations: 13.227 KiB) Iteration: 1193 || Clusters count: 11 || Log posterior: -3792.046005773574 || Iter Time:0.013917922973632812 || Total time:36.35289406776428 Iteration: 1194 || Clusters count: 11 || Log posterior: -3747.0068486623954 || Iter Time:0.03444480895996094 || Total time:36.38733887672424 Loading and distributing data: 0.000229 seconds (142 allocations: 13.227 KiB) Iteration: 1195 || Clusters count: 11 || Log posterior: -3787.9665779604006 || Iter Time:0.013735055923461914 || Total 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Iteration: 1251 || Clusters count: 11 || Log posterior: -3773.8775046737833 || Iter Time:0.012486934661865234 || Total time:37.81860947608948 Iteration: 1252 || Clusters count: 11 || Log posterior: -3756.625829072977 || Iter Time:0.03350186347961426 || Total time:37.85211133956909 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1253 || Clusters count: 11 || Log posterior: -3778.2384332395523 || Iter Time:0.01266789436340332 || Total time:37.864779233932495 Iteration: 1254 || Clusters count: 11 || Log posterior: -3762.680783855245 || Iter Time:0.034620046615600586 || Total time:37.899399280548096 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1255 || Clusters count: 11 || Log posterior: -3767.07113177099 || Iter Time:0.0123138427734375 || Total time:37.91171312332153 Iteration: 1256 || Clusters count: 11 || Log posterior: -3752.336711209091 || Iter Time:0.03343605995178223 || Total time:37.945149183273315 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-3715.2191515234254 || Iter Time:0.033059120178222656 || Total time:39.67461180686951 Loading and distributing data: 0.000229 seconds (142 allocations: 13.227 KiB) Iteration: 1329 || Clusters count: 11 || Log posterior: -3738.843619356909 || Iter Time:0.01353001594543457 || Total time:39.68814182281494 Iteration: 1330 || Clusters count: 11 || Log posterior: -3723.1399074349883 || Iter Time:0.07430911064147949 || Total time:39.76245093345642 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 1331 || Clusters count: 11 || Log posterior: -3820.4829764655897 || Iter Time:0.012569904327392578 || Total time:39.77502083778381 Iteration: 1332 || Clusters count: 11 || Log posterior: -3788.0689979265358 || Iter Time:0.03343701362609863 || Total time:39.80845785140991 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1333 || Clusters count: 11 || Log posterior: -3812.117690294326 || Iter Time:0.01305699348449707 || Total 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Iteration: 1389 || Clusters count: 11 || Log posterior: -3740.93184045508 || Iter Time:0.012573957443237305 || Total time:41.166969299316406 Iteration: 1390 || Clusters count: 11 || Log posterior: -3731.4016726917475 || Iter Time:0.036010026931762695 || Total time:41.20297932624817 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 1391 || Clusters count: 11 || Log posterior: -3691.0873689126324 || Iter Time:0.012995004653930664 || Total time:41.2159743309021 Iteration: 1392 || Clusters count: 11 || Log posterior: -3679.562879726914 || Iter Time:0.037362098693847656 || Total time:41.25333642959595 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1393 || Clusters count: 11 || Log posterior: -3749.8629042991347 || Iter Time:0.012633085250854492 || Total time:41.2659695148468 Iteration: 1394 || Clusters count: 11 || Log posterior: -3732.7170018947504 || Iter Time:0.03825998306274414 || Total 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Iteration: 1411 || Clusters count: 11 || Log posterior: -3732.774460627749 || Iter Time:0.013628959655761719 || Total time:41.693198680877686 Iteration: 1412 || Clusters count: 11 || Log posterior: -3709.4649724859983 || Iter Time:0.03281593322753906 || Total time:41.726014614105225 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 1413 || Clusters count: 11 || Log posterior: -3761.0188528788344 || Iter Time:0.012037992477416992 || Total time:41.73805260658264 Iteration: 1414 || Clusters count: 11 || Log posterior: -3744.6312907517276 || Iter Time:0.03279685974121094 || Total time:41.77084946632385 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 1415 || Clusters count: 11 || Log posterior: -3737.7335960227847 || Iter Time:0.011827945709228516 || Total time:41.78267741203308 Iteration: 1416 || Clusters count: 11 || Log posterior: -3724.0067617570676 || Iter Time:0.03477001190185547 || Total 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Iteration: 1499 || Clusters count: 11 || Log posterior: -3779.0874900843874 || Iter Time:0.012551069259643555 || Total time:43.854384899139404 Iteration: 1500 || Clusters count: 11 || Log posterior: -3744.9410686378214 || Iter Time:0.03275489807128906 || Total time:43.88713979721069 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1501 || Clusters count: 11 || Log posterior: -3747.251143638783 || Iter Time:0.012410879135131836 || Total time:43.899550676345825 Iteration: 1502 || Clusters count: 11 || Log posterior: -3733.475889280607 || Iter Time:0.033865928649902344 || Total time:43.93341660499573 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 1503 || Clusters count: 11 || Log posterior: -3765.5488019000163 || Iter Time:0.012463092803955078 || Total time:43.94587969779968 Iteration: 1504 || Clusters count: 11 || Log posterior: -3753.7266214106307 || Iter Time:0.03320002555847168 || Total 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Iteration: 1521 || Clusters count: 11 || Log posterior: -3789.5015803588153 || Iter Time:0.012404918670654297 || Total time:44.36747884750366 Iteration: 1522 || Clusters count: 11 || Log posterior: -3765.7967210611846 || Iter Time:0.03331494331359863 || Total time:44.40079379081726 Loading and distributing data: 0.000248 seconds (142 allocations: 13.227 KiB) Iteration: 1523 || Clusters count: 11 || Log posterior: -3771.449018008677 || Iter Time:0.014005899429321289 || Total time:44.41479969024658 Iteration: 1524 || Clusters count: 11 || Log posterior: -3746.0263297970464 || Iter Time:0.03998994827270508 || Total time:44.45478963851929 Loading and distributing data: 0.000244 seconds (142 allocations: 13.227 KiB) Iteration: 1525 || Clusters count: 11 || Log posterior: -3769.2013826045 || Iter Time:0.012840032577514648 || Total time:44.4676296710968 Iteration: 1526 || Clusters count: 11 || Log posterior: -3748.9083879103923 || Iter Time:0.034069061279296875 || Total time:44.5016987323761 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-3763.7612303370734 || Iter Time:0.03294205665588379 || Total time:44.638452768325806 Loading and distributing data: 0.000240 seconds (142 allocations: 13.227 KiB) Iteration: 1533 || Clusters count: 11 || Log posterior: -3787.6335189050733 || Iter Time:0.013110876083374023 || Total time:44.65156364440918 Iteration: 1534 || Clusters count: 11 || Log posterior: -3760.984071574903 || Iter Time:0.03295707702636719 || Total time:44.68452072143555 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1535 || Clusters count: 11 || Log posterior: -3780.0981904600944 || Iter Time:0.011777877807617188 || Total time:44.696298599243164 Iteration: 1536 || Clusters count: 11 || Log posterior: -3759.268458888271 || Iter Time:0.06864404678344727 || Total time:44.76494264602661 Loading and distributing data: 0.000225 seconds (142 allocations: 13.227 KiB) Iteration: 1537 || Clusters count: 11 || Log posterior: -3764.711114401857 || Iter Time:0.01263284683227539 || 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-3760.8646494943873 || Iter Time:0.012259960174560547 || Total time:45.45085430145264 Iteration: 1566 || Clusters count: 11 || Log posterior: -3744.4348645520645 || Iter Time:0.03433704376220703 || Total time:45.485191345214844 Loading and distributing data: 0.000239 seconds (142 allocations: 13.227 KiB) Iteration: 1567 || Clusters count: 11 || Log posterior: -3781.776404255867 || Iter Time:0.011840105056762695 || Total time:45.497031450271606 Iteration: 1568 || Clusters count: 11 || Log posterior: -3765.3897213529863 || Iter Time:0.031414031982421875 || Total time:45.52844548225403 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 1569 || Clusters count: 11 || Log posterior: -3781.700308827254 || Iter Time:0.011795997619628906 || Total time:45.54024147987366 Iteration: 1570 || Clusters count: 11 || Log posterior: -3763.338397870028 || Iter Time:0.0335538387298584 || Total time:45.573795318603516 Loading and distributing data: 0.000245 seconds 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Iteration: 1593 || Clusters count: 11 || Log posterior: -3719.734942978257 || Iter Time:0.012151956558227539 || Total time:46.15535759925842 Iteration: 1594 || Clusters count: 11 || Log posterior: -3703.5587469951406 || Iter Time:0.03405117988586426 || Total time:46.18940877914429 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1595 || Clusters count: 11 || Log posterior: -3732.8293534040517 || Iter Time:0.01256704330444336 || Total time:46.20197582244873 Iteration: 1596 || Clusters count: 11 || Log posterior: -3716.6664905505504 || Iter Time:0.03679299354553223 || Total time:46.23876881599426 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 1597 || Clusters count: 11 || Log posterior: -3737.178633029815 || Iter Time:0.012716054916381836 || Total time:46.251484870910645 Iteration: 1598 || Clusters count: 11 || Log posterior: -3713.7736275923585 || Iter Time:0.03412795066833496 || Total 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|| Log posterior: -3731.7030745246375 || Iter Time:0.03691291809082031 || Total time:46.43374276161194 Loading and distributing data: 0.000253 seconds (142 allocations: 13.227 KiB) Iteration: 1605 || Clusters count: 11 || Log posterior: -3796.413534064295 || Iter Time:0.012313127517700195 || Total time:46.44605588912964 Iteration: 1606 || Clusters count: 11 || Log posterior: -3772.600118498646 || Iter Time:0.0323030948638916 || Total time:46.47835898399353 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 1607 || Clusters count: 11 || Log posterior: -3741.7725591882318 || Iter Time:0.013232946395874023 || Total time:46.491591930389404 Iteration: 1608 || Clusters count: 11 || Log posterior: -3718.7243768329645 || Iter Time:0.032382965087890625 || Total time:46.523974895477295 Loading and distributing data: 0.000239 seconds (142 allocations: 13.227 KiB) Iteration: 1609 || Clusters count: 11 || Log posterior: -3681.338996416154 || Iter 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Iteration: 1615 || Clusters count: 11 || Log posterior: -3740.1255210967247 || Iter Time:0.014244794845581055 || Total time:46.71940732002258 Iteration: 1616 || Clusters count: 11 || Log posterior: -3729.823470117952 || Iter Time:0.036444902420043945 || Total time:46.75585222244263 Loading and distributing data: 0.000264 seconds (142 allocations: 13.227 KiB) Iteration: 1617 || Clusters count: 11 || Log posterior: -3739.8565849527768 || Iter Time:0.014301061630249023 || Total time:46.770153284072876 Iteration: 1618 || Clusters count: 11 || Log posterior: -3717.9218281647672 || Iter Time:0.03692197799682617 || Total time:46.8070752620697 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1619 || Clusters count: 11 || Log posterior: -3713.7696844807338 || Iter Time:0.01246786117553711 || Total time:46.81954312324524 Iteration: 1620 || Clusters count: 11 || Log posterior: -3701.8770363296358 || Iter Time:0.0353701114654541 || Total 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Iteration: 1637 || Clusters count: 11 || Log posterior: -3759.979552022948 || Iter Time:0.01244807243347168 || Total time:47.248772621154785 Iteration: 1638 || Clusters count: 11 || Log posterior: -3739.149119065168 || Iter Time:0.0347139835357666 || Total time:47.28348660469055 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1639 || Clusters count: 11 || Log posterior: -3776.720828953617 || Iter Time:0.012204170227050781 || Total time:47.2956907749176 Iteration: 1640 || Clusters count: 11 || Log posterior: -3755.1863181176777 || Iter Time:0.032028913497924805 || Total time:47.32771968841553 Loading and distributing data: 0.000226 seconds (142 allocations: 13.227 KiB) Iteration: 1641 || Clusters count: 11 || Log posterior: -3750.557667723297 || Iter Time:0.01283717155456543 || Total time:47.34055685997009 Iteration: 1642 || Clusters count: 11 || Log posterior: -3732.1435189859185 || Iter Time:0.0327610969543457 || Total time:47.37331795692444 Loading and distributing data: 0.000225 seconds (142 allocations: 13.227 KiB) Iteration: 1643 || Clusters count: 11 || Log posterior: -3746.751931882789 || Iter Time:0.012977838516235352 || Total time:47.386295795440674 Iteration: 1644 || Clusters count: 11 || Log posterior: -3727.432905098814 || Iter Time:0.030128955841064453 || Total time:47.41642475128174 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 1645 || Clusters count: 11 || Log posterior: -3759.6702317821887 || Iter Time:0.012044906616210938 || Total time:47.42846965789795 Iteration: 1646 || Clusters count: 11 || Log posterior: -3737.171851698514 || Iter Time:0.031229019165039062 || Total time:47.45969867706299 Loading and distributing data: 0.000310 seconds (142 allocations: 13.227 KiB) Iteration: 1647 || Clusters count: 11 || Log posterior: -3737.4904821770665 || Iter Time:0.01235818862915039 || Total time:47.47205686569214 Iteration: 1648 || Clusters count: 11 || Log posterior: -3719.8630289779085 || Iter Time:0.06791186332702637 || Total time:47.539968729019165 Loading and distributing data: 0.000226 seconds (142 allocations: 13.227 KiB) Iteration: 1649 || Clusters count: 11 || Log posterior: -3761.739533300103 || Iter Time:0.012372970581054688 || Total time:47.55234169960022 Iteration: 1650 || Clusters count: 11 || Log posterior: -3748.8146236249254 || Iter Time:0.03377985954284668 || Total time:47.586121559143066 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 1651 || Clusters count: 11 || Log posterior: -3787.288553404541 || Iter Time:0.012275934219360352 || Total time:47.59839749336243 Iteration: 1652 || Clusters count: 11 || Log posterior: -3765.3166484721582 || Iter Time:0.030692100524902344 || Total time:47.62908959388733 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1653 || Clusters count: 11 || Log posterior: -3790.1619090977756 || Iter Time:0.012414932250976562 || Total time:47.641504526138306 Iteration: 1654 || Clusters count: 11 || Log posterior: -3768.7647481214726 || Iter Time:0.03177380561828613 || Total time:47.67327833175659 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1655 || Clusters count: 11 || Log posterior: -3769.7316219000304 || Iter Time:0.01221609115600586 || Total time:47.6854944229126 Iteration: 1656 || Clusters count: 11 || Log posterior: -3733.0380712234723 || Iter Time:0.03349614143371582 || Total time:47.71899056434631 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1657 || Clusters count: 11 || Log posterior: -3717.6125877894997 || Iter Time:0.01223897933959961 || Total time:47.73122954368591 Iteration: 1658 || Clusters count: 11 || Log posterior: -3704.3616469696613 || Iter Time:0.03106093406677246 || Total time:47.762290477752686 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1659 || Clusters 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-3715.976118215714 || Iter Time:0.03786277770996094 || Total time:48.04316329956055 Loading and distributing data: 0.000288 seconds (142 allocations: 13.227 KiB) Iteration: 1671 || Clusters count: 11 || Log posterior: -3768.169046430219 || Iter Time:0.01671910285949707 || Total time:48.059882402420044 Iteration: 1672 || Clusters count: 11 || Log posterior: -3754.188109520463 || Iter Time:0.03535294532775879 || Total time:48.0952353477478 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1673 || Clusters count: 11 || Log posterior: -3751.8223253737797 || Iter Time:0.013138055801391602 || Total time:48.108373403549194 Iteration: 1674 || Clusters count: 11 || Log posterior: -3738.1349321507487 || Iter Time:0.032694101333618164 || Total time:48.14106750488281 Loading and distributing data: 0.000226 seconds (142 allocations: 13.227 KiB) Iteration: 1675 || Clusters count: 11 || Log posterior: -3740.635488432542 || Iter Time:0.012411832809448242 || Total 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KiB) Iteration: 1753 || Clusters count: 11 || Log posterior: -3738.6505652804267 || Iter Time:0.012685060501098633 || Total time:50.05820870399475 Iteration: 1754 || Clusters count: 11 || Log posterior: -3714.5690949203204 || Iter Time:0.030874013900756836 || Total time:50.08908271789551 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1755 || Clusters count: 11 || Log posterior: -3756.9377686464863 || Iter Time:0.011929988861083984 || Total time:50.10101270675659 Iteration: 1756 || Clusters count: 11 || Log posterior: -3740.9348351508042 || Iter Time:0.030771970748901367 || Total time:50.13178467750549 Loading and distributing data: 0.000268 seconds (142 allocations: 13.227 KiB) Iteration: 1757 || Clusters count: 11 || Log posterior: -3829.43692802886 || Iter Time:0.01390385627746582 || Total time:50.14568853378296 Iteration: 1758 || Clusters count: 11 || Log posterior: -3803.7121237990345 || Iter Time:0.03239107131958008 || Total 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Iteration: 1775 || Clusters count: 11 || Log posterior: -3797.989758997466 || Iter Time:0.012731075286865234 || Total time:50.58245587348938 Iteration: 1776 || Clusters count: 11 || Log posterior: -3776.620371311717 || Iter Time:0.032135009765625 || Total time:50.614590883255005 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1777 || Clusters count: 11 || Log posterior: -3789.1695107740193 || Iter Time:0.012354850769042969 || Total time:50.62694573402405 Iteration: 1778 || Clusters count: 11 || Log posterior: -3764.2005500194487 || Iter Time:0.03513002395629883 || Total time:50.66207575798035 Loading and distributing data: 0.000238 seconds (142 allocations: 13.227 KiB) Iteration: 1779 || Clusters count: 11 || Log posterior: -3769.6684895395338 || Iter Time:0.013037919998168945 || Total time:50.675113677978516 Iteration: 1780 || Clusters count: 11 || Log posterior: -3746.0137960622546 || Iter Time:0.03426480293273926 || Total 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Iteration: 1797 || Clusters count: 11 || Log posterior: -3798.0020701022295 || Iter Time:0.012092828750610352 || Total time:51.0834424495697 Iteration: 1798 || Clusters count: 11 || Log posterior: -3778.9879205989273 || Iter Time:0.030014991760253906 || Total time:51.113457441329956 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1799 || Clusters count: 11 || Log posterior: -3777.7071198030217 || Iter Time:0.04784989356994629 || Total time:51.1613073348999 Iteration: 1800 || Clusters count: 11 || Log posterior: -3760.169303465743 || Iter Time:0.029490947723388672 || Total time:51.19079828262329 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 1801 || Clusters count: 11 || Log posterior: -3749.017843119655 || Iter Time:0.011853218078613281 || Total time:51.202651500701904 Iteration: 1802 || Clusters count: 11 || Log posterior: -3728.0527611432663 || Iter Time:0.029787063598632812 || Total 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|| Log posterior: -3698.8873131809446 || Iter Time:0.03172183036804199 || Total time:51.35682940483093 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1809 || Clusters count: 11 || Log posterior: -3779.7176024485393 || Iter Time:0.012050867080688477 || Total time:51.36888027191162 Iteration: 1810 || Clusters count: 11 || Log posterior: -3751.9235729410843 || Iter Time:0.03388500213623047 || Total time:51.40276527404785 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 1811 || Clusters count: 11 || Log posterior: -3748.6214229825664 || Iter Time:0.012042045593261719 || Total time:51.41480731964111 Iteration: 1812 || Clusters count: 11 || Log posterior: -3734.525160831382 || Iter Time:0.029153108596801758 || Total time:51.443960428237915 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 1813 || Clusters count: 11 || Log posterior: -3767.0174377982603 || Iter 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Iteration: 1819 || Clusters count: 11 || Log posterior: -3710.611239519742 || Iter Time:0.011886119842529297 || Total time:51.58000469207764 Iteration: 1820 || Clusters count: 11 || Log posterior: -3690.659300498844 || Iter Time:0.0296480655670166 || Total time:51.60965275764465 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1821 || Clusters count: 11 || Log posterior: -3724.3289530016273 || Iter Time:0.01100301742553711 || Total time:51.62065577507019 Iteration: 1822 || Clusters count: 11 || Log posterior: -3717.1261389453516 || Iter Time:0.028087854385375977 || Total time:51.648743629455566 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 1823 || Clusters count: 11 || Log posterior: -3751.200269846639 || Iter Time:0.010886192321777344 || Total time:51.659629821777344 Iteration: 1824 || Clusters count: 11 || Log posterior: -3745.0647738955527 || Iter Time:0.02792811393737793 || Total time:51.68755793571472 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -3774.647507876292 || Iter Time:0.011381864547729492 || Total time:51.69893980026245 Iteration: 1826 || Clusters count: 11 || Log posterior: -3753.970003201686 || Iter Time:0.029574155807495117 || Total time:51.728513956069946 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 1827 || Clusters count: 11 || Log posterior: -3830.290637880537 || Iter Time:0.011329889297485352 || Total time:51.73984384536743 Iteration: 1828 || Clusters count: 11 || Log posterior: -3803.1566696550326 || Iter Time:0.028090953826904297 || Total time:51.767934799194336 Loading and distributing data: 0.000204 seconds (142 allocations: 13.227 KiB) Iteration: 1829 || Clusters count: 11 || Log posterior: -3844.55811542563 || Iter Time:0.012331008911132812 || Total time:51.78026580810547 Iteration: 1830 || Clusters count: 11 || Log posterior: -3821.9416596166634 || Iter Time:0.0314488410949707 || Total time:51.81171464920044 Loading and distributing data: 0.000236 seconds (142 allocations: 13.227 KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -3792.1061833358226 || Iter Time:0.012388944625854492 || Total time:51.824103593826294 Iteration: 1832 || Clusters count: 11 || Log posterior: -3768.9801463665844 || Iter Time:0.0352020263671875 || Total time:51.85930562019348 Loading and distributing data: 0.000239 seconds (142 allocations: 13.227 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -3746.592740936216 || Iter Time:0.012266159057617188 || Total time:51.8715717792511 Iteration: 1834 || Clusters count: 11 || Log posterior: -3724.2504005448727 || Iter Time:0.03242683410644531 || Total time:51.903998613357544 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3790.860522635178 || Iter Time:0.012258052825927734 || Total time:51.91625666618347 Iteration: 1836 || Clusters count: 11 || Log posterior: -3756.012170503976 || Iter Time:0.03351402282714844 || Total time:51.94977068901062 Loading and distributing data: 0.000268 seconds (142 allocations: 13.227 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -3783.297696945164 || Iter Time:0.05086684226989746 || Total time:52.00063753128052 Iteration: 1838 || Clusters count: 11 || Log posterior: -3770.64794860033 || Iter Time:0.03235578536987305 || Total time:52.03299331665039 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -3780.043068994723 || Iter Time:0.011820077896118164 || Total time:52.04481339454651 Iteration: 1840 || Clusters count: 11 || Log posterior: -3762.7989128034133 || Iter Time:0.03076910972595215 || Total time:52.07558250427246 Loading and distributing data: 0.000234 seconds (142 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -3765.629911394741 || Iter Time:0.012262105941772461 || Total time:52.08784461021423 Iteration: 1842 || Clusters count: 11 || Log posterior: -3740.490353759256 || Iter Time:0.030984878540039062 || Total time:52.11882948875427 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -3802.1629824853376 || Iter Time:0.01235198974609375 || Total time:52.131181478500366 Iteration: 1844 || Clusters count: 11 || Log posterior: -3775.6127688133242 || Iter Time:0.03279995918273926 || Total time:52.163981437683105 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3774.872234046631 || Iter Time:0.012295961380004883 || Total time:52.17627739906311 Iteration: 1846 || Clusters count: 11 || Log posterior: -3758.664729933002 || Iter Time:0.03157401084899902 || Total time:52.20785140991211 Loading and distributing data: 0.000238 seconds (142 allocations: 13.227 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -3735.300675849153 || Iter Time:0.012235879898071289 || Total time:52.22008728981018 Iteration: 1848 || Clusters count: 11 || Log posterior: -3720.7610292940562 || Iter Time:0.029360055923461914 || Total time:52.24944734573364 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3808.219498075597 || Iter Time:0.011813879013061523 || Total time:52.261261224746704 Iteration: 1850 || Clusters count: 11 || Log posterior: -3779.9257596011325 || Iter Time:0.03063488006591797 || Total time:52.29189610481262 Loading and distributing data: 0.000243 seconds (142 allocations: 13.227 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -3849.982747561694 || Iter Time:0.01268315315246582 || Total time:52.30457925796509 Iteration: 1852 || Clusters count: 11 || Log posterior: -3826.9103003420005 || Iter Time:0.032257795333862305 || Total time:52.33683705329895 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1853 || Clusters count: 11 || Log posterior: -3811.784969976418 || Iter Time:0.012748003005981445 || Total time:52.34958505630493 Iteration: 1854 || Clusters count: 11 || Log posterior: -3791.306510253087 || Iter Time:0.033149003982543945 || Total time:52.382734060287476 Loading and distributing data: 0.000228 seconds (142 allocations: 13.227 KiB) Iteration: 1855 || Clusters count: 11 || Log posterior: -3783.7182446436973 || Iter Time:0.012160062789916992 || Total time:52.39489412307739 Iteration: 1856 || Clusters count: 11 || Log posterior: -3757.584139843192 || Iter Time:0.030920982360839844 || Total time:52.42581510543823 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 1857 || Clusters count: 11 || Log posterior: -3745.2835647158195 || Iter Time:0.012288093566894531 || Total time:52.43810319900513 Iteration: 1858 || Clusters count: 11 || Log posterior: -3733.724665719152 || Iter Time:0.028754234313964844 || Total time:52.46685743331909 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -3749.1597348866335 || Iter Time:0.01258707046508789 || Total time:52.47944450378418 Iteration: 1860 || Clusters count: 11 || Log posterior: -3740.7732156980683 || Iter Time:0.03412604331970215 || Total time:52.51357054710388 Loading and distributing data: 0.000225 seconds (142 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -3746.5730974635917 || Iter Time:0.012577056884765625 || Total time:52.52614760398865 Iteration: 1862 || Clusters count: 11 || Log posterior: -3729.3658709253223 || Iter Time:0.032881975173950195 || Total time:52.5590295791626 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -3788.9634826587585 || Iter Time:0.012358903884887695 || Total time:52.571388483047485 Iteration: 1864 || Clusters count: 11 || Log posterior: -3751.940365972538 || Iter Time:0.03287792205810547 || Total time:52.60426640510559 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -3782.249188891652 || Iter Time:0.012081146240234375 || Total time:52.616347551345825 Iteration: 1866 || Clusters count: 11 || Log posterior: -3753.0072266019874 || Iter Time:0.031694889068603516 || Total time:52.64804244041443 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -3754.7951101492918 || Iter Time:0.01263284683227539 || Total time:52.660675287246704 Iteration: 1868 || Clusters count: 11 || Log posterior: -3727.8508976520384 || Iter Time:0.033421993255615234 || Total time:52.69409728050232 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -3753.0340151792866 || Iter Time:0.012180089950561523 || Total time:52.70627737045288 Iteration: 1870 || Clusters count: 11 || Log posterior: -3727.1489736599506 || Iter Time:0.033711910247802734 || Total time:52.739989280700684 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -3784.038923898964 || Iter Time:0.012751102447509766 || Total time:52.75274038314819 Iteration: 1872 || Clusters count: 11 || Log posterior: -3766.6262625961044 || Iter Time:0.03276205062866211 || Total time:52.785502433776855 Loading and distributing data: 0.000237 seconds (142 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -3836.9367014888644 || Iter Time:0.012011051177978516 || Total time:52.797513484954834 Iteration: 1874 || Clusters count: 11 || Log posterior: -3820.7886699364662 || Iter Time:0.028856992721557617 || Total time:52.82637047767639 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -3775.894622370858 || Iter Time:0.04430413246154785 || Total time:52.87067461013794 Iteration: 1876 || Clusters count: 11 || Log posterior: -3748.686053491691 || Iter Time:0.029859066009521484 || Total time:52.90053367614746 Loading and distributing data: 0.000204 seconds (142 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -3755.7036610940445 || Iter Time:0.012191057205200195 || Total time:52.91272473335266 Iteration: 1878 || Clusters count: 11 || Log posterior: -3738.346867247436 || Iter Time:0.029253005981445312 || Total time:52.941977739334106 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -3799.2695460916525 || Iter Time:0.01289510726928711 || Total time:52.954872846603394 Iteration: 1880 || Clusters count: 11 || Log posterior: -3769.9612017640834 || Iter Time:0.03190302848815918 || Total time:52.98677587509155 Loading and distributing data: 0.000246 seconds (142 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -3785.820979636832 || Iter Time:0.011988162994384766 || Total time:52.99876403808594 Iteration: 1882 || Clusters count: 11 || Log posterior: -3768.698787250259 || Iter Time:0.03227090835571289 || Total time:53.03103494644165 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -3767.3512245265974 || Iter Time:0.012269020080566406 || Total time:53.04330396652222 Iteration: 1884 || Clusters count: 11 || Log posterior: -3738.2266400403855 || Iter Time:0.034989118576049805 || Total time:53.07829308509827 Loading and distributing data: 0.000248 seconds (142 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -3766.0707743089943 || Iter Time:0.012418031692504883 || Total time:53.09071111679077 Iteration: 1886 || Clusters count: 11 || Log posterior: -3741.481036787067 || Iter Time:0.030412912368774414 || Total time:53.121124029159546 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -3736.6364464410653 || Iter Time:0.012376070022583008 || Total time:53.13350009918213 Iteration: 1888 || Clusters count: 11 || Log posterior: -3729.3033832204665 || Iter Time:0.03185296058654785 || Total time:53.16535305976868 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -3768.0312252816784 || Iter Time:0.01229405403137207 || Total time:53.17764711380005 Iteration: 1890 || Clusters count: 11 || Log posterior: -3748.336872099271 || Iter Time:0.03316092491149902 || Total time:53.21080803871155 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -3797.908799696753 || Iter Time:0.012911796569824219 || Total time:53.22371983528137 Iteration: 1892 || Clusters count: 11 || Log posterior: -3778.0340429550315 || Iter Time:0.033171892166137695 || Total time:53.25689172744751 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -3757.496196768158 || Iter Time:0.012175798416137695 || Total time:53.26906752586365 Iteration: 1894 || Clusters count: 11 || Log posterior: -3740.4110876490276 || Iter Time:0.03154397010803223 || Total time:53.30061149597168 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3719.855971440689 || Iter Time:0.012633800506591797 || Total time:53.31324529647827 Iteration: 1896 || Clusters count: 11 || Log posterior: -3709.478984509176 || Iter Time:0.033104896545410156 || Total time:53.34635019302368 Loading and distributing data: 0.000245 seconds (142 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3760.2936033218684 || Iter Time:0.012512922286987305 || Total time:53.35886311531067 Iteration: 1898 || Clusters count: 11 || Log posterior: -3739.807512401947 || Iter Time:0.03081989288330078 || Total time:53.38968300819397 Loading and distributing data: 0.000225 seconds (142 allocations: 13.227 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3751.8750437875583 || Iter Time:0.012494087219238281 || Total time:53.40217709541321 Iteration: 1900 || Clusters count: 11 || Log posterior: -3742.172449242301 || Iter Time:0.03245091438293457 || Total time:53.43462800979614 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -3767.838794135004 || Iter Time:0.012385129928588867 || Total time:53.44701313972473 Iteration: 1902 || Clusters count: 11 || Log posterior: -3733.3206119010138 || Iter Time:0.03519701957702637 || Total time:53.48221015930176 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -3743.675671184755 || Iter Time:0.012546062469482422 || Total time:53.49475622177124 Iteration: 1904 || Clusters count: 11 || Log posterior: -3730.2582439048074 || Iter Time:0.03243899345397949 || Total time:53.52719521522522 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -3757.426864855422 || Iter Time:0.012350082397460938 || Total time:53.53954529762268 Iteration: 1906 || Clusters count: 11 || Log posterior: -3716.705856289473 || Iter Time:0.0320439338684082 || Total time:53.57158923149109 Loading and distributing data: 0.000254 seconds (142 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -3741.0070666678694 || Iter Time:0.012758970260620117 || Total time:53.58434820175171 Iteration: 1908 || Clusters count: 11 || Log posterior: -3724.9347151235847 || Iter Time:0.032073974609375 || Total time:53.616422176361084 Loading and distributing data: 0.000236 seconds (142 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -3768.744787196345 || Iter Time:0.01348876953125 || Total time:53.629910945892334 Iteration: 1910 || Clusters count: 11 || Log posterior: -3751.601565385946 || Iter Time:0.03175997734069824 || Total time:53.66167092323303 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -3768.671524755931 || Iter Time:0.014352083206176758 || Total time:53.67602300643921 Iteration: 1912 || Clusters count: 11 || Log posterior: -3758.438410867218 || Iter Time:0.03711986541748047 || Total time:53.71314287185669 Loading and distributing data: 0.000306 seconds (142 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 11 || Log posterior: -3778.9572317222874 || Iter Time:0.04493403434753418 || Total time:53.758076906204224 Iteration: 1914 || Clusters count: 11 || Log posterior: -3756.456513883745 || Iter Time:0.028361082077026367 || Total time:53.78643798828125 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 11 || Log posterior: -3787.445524867504 || Iter Time:0.012005090713500977 || Total time:53.79844307899475 Iteration: 1916 || Clusters count: 11 || Log posterior: -3766.0980785956717 || Iter Time:0.0317080020904541 || Total time:53.830151081085205 Loading and distributing data: 0.000237 seconds (142 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 11 || Log posterior: -3784.395959894746 || Iter Time:0.01342010498046875 || Total time:53.843571186065674 Iteration: 1918 || Clusters count: 11 || Log posterior: -3773.1543484191834 || Iter Time:0.03154802322387695 || Total time:53.87511920928955 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 11 || Log posterior: -3769.8388402773685 || Iter Time:0.012399911880493164 || Total time:53.887519121170044 Iteration: 1920 || Clusters count: 11 || Log posterior: -3747.097135415414 || Iter Time:0.03091907501220703 || Total time:53.91843819618225 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 11 || Log posterior: -3749.669988983475 || Iter Time:0.01250314712524414 || Total time:53.930941343307495 Iteration: 1922 || Clusters count: 11 || Log posterior: -3741.364021385226 || Iter Time:0.0343630313873291 || Total time:53.965304374694824 Loading and distributing data: 0.000251 seconds (142 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -3778.943720880398 || Iter Time:0.012570858001708984 || Total time:53.97787523269653 Iteration: 1924 || Clusters count: 11 || Log posterior: -3757.1078947796805 || Iter Time:0.0310821533203125 || Total time:54.008957386016846 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -3810.3368384350592 || Iter Time:0.01223897933959961 || Total time:54.021196365356445 Iteration: 1926 || Clusters count: 11 || Log posterior: -3798.0392298574848 || Iter Time:0.03163599967956543 || Total time:54.05283236503601 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -3803.6746471344964 || Iter Time:0.012187004089355469 || Total time:54.065019369125366 Iteration: 1928 || Clusters count: 11 || Log posterior: -3764.095263524839 || Iter Time:0.03202104568481445 || Total time:54.09704041481018 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -3804.7091638887136 || Iter Time:0.012066841125488281 || Total time:54.10910725593567 Iteration: 1930 || Clusters count: 11 || Log posterior: -3781.5730492836474 || Iter Time:0.03284287452697754 || Total time:54.14195013046265 Loading and distributing data: 0.000202 seconds (142 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3805.763166541077 || Iter Time:0.012201070785522461 || Total time:54.15415120124817 Iteration: 1932 || Clusters count: 11 || Log posterior: -3782.338990805897 || Iter Time:0.03299999237060547 || Total time:54.187151193618774 Loading and distributing data: 0.000239 seconds (142 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3760.480611389637 || Iter Time:0.015583992004394531 || Total time:54.20273518562317 Iteration: 1934 || Clusters count: 11 || Log posterior: -3745.4726436166343 || Iter Time:0.033117055892944336 || Total time:54.23585224151611 Loading and distributing data: 0.000228 seconds (142 allocations: 13.227 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3759.250242494488 || Iter Time:0.012191057205200195 || Total time:54.24804329872131 Iteration: 1936 || Clusters count: 11 || Log posterior: -3731.2241403242 || Iter Time:0.03349804878234863 || Total time:54.28154134750366 Loading and distributing data: 0.000217 seconds (142 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -3744.1887547884576 || Iter Time:0.012760162353515625 || Total time:54.29430150985718 Iteration: 1938 || Clusters count: 11 || Log posterior: -3742.000452419004 || Iter Time:0.035505056381225586 || Total time:54.3298065662384 Loading and distributing data: 0.000251 seconds (142 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -3757.5269310594103 || Iter Time:0.012449979782104492 || Total time:54.34225654602051 Iteration: 1940 || Clusters count: 11 || Log posterior: -3737.040553971 || Iter Time:0.032785892486572266 || Total time:54.37504243850708 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -3747.1491629842694 || Iter Time:0.012260913848876953 || Total time:54.38730335235596 Iteration: 1942 || Clusters count: 11 || Log posterior: -3729.4605536411113 || Iter Time:0.03225588798522949 || Total time:54.41955924034119 Loading and distributing data: 0.000210 seconds (142 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -3799.122213474411 || Iter Time:0.012624979019165039 || Total time:54.43218421936035 Iteration: 1944 || Clusters count: 11 || Log posterior: -3769.791238596456 || Iter Time:0.03164386749267578 || Total time:54.46382808685303 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -3761.1282488826923 || Iter Time:0.01417994499206543 || Total time:54.47800803184509 Iteration: 1946 || Clusters count: 11 || Log posterior: -3744.4814439955526 || Iter Time:0.03203320503234863 || Total time:54.51004123687744 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -3752.6466562322503 || Iter Time:0.012480974197387695 || Total time:54.52252221107483 Iteration: 1948 || Clusters count: 11 || Log posterior: -3726.8454356866 || Iter Time:0.03275609016418457 || Total time:54.555278301239014 Loading and distributing data: 0.000228 seconds (142 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -3723.387908106937 || Iter Time:0.012050867080688477 || Total time:54.5673291683197 Iteration: 1950 || Clusters count: 11 || Log posterior: -3710.6139988420073 || Iter Time:0.03335309028625488 || Total time:54.60068225860596 Loading and distributing data: 0.000233 seconds (142 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -3758.484218078733 || Iter Time:0.052561044692993164 || Total time:54.65324330329895 Iteration: 1952 || Clusters count: 11 || Log posterior: -3740.0432351745494 || Iter Time:0.0308840274810791 || Total time:54.68412733078003 Loading and distributing data: 0.000240 seconds (142 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -3776.103798733812 || Iter Time:0.012639999389648438 || Total time:54.69676733016968 Iteration: 1954 || Clusters count: 11 || Log posterior: -3765.7638707804185 || Iter Time:0.031219959259033203 || Total time:54.72798728942871 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3803.1127197024634 || Iter Time:0.012137174606323242 || Total time:54.740124464035034 Iteration: 1956 || Clusters count: 11 || Log posterior: -3782.641522335312 || Iter Time:0.031239986419677734 || Total time:54.77136445045471 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3819.5482246371234 || Iter Time:0.012125015258789062 || Total time:54.7834894657135 Iteration: 1958 || Clusters count: 11 || Log posterior: -3800.976384934518 || Iter Time:0.03218388557434082 || Total time:54.81567335128784 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3819.2788573855246 || Iter Time:0.012313127517700195 || Total time:54.82798647880554 Iteration: 1960 || Clusters count: 11 || Log posterior: -3786.561541742149 || Iter Time:0.03596305847167969 || Total time:54.86394953727722 Loading and distributing data: 0.000251 seconds (142 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -3804.618771427741 || Iter Time:0.013050079345703125 || Total time:54.876999616622925 Iteration: 1962 || Clusters count: 11 || Log posterior: -3789.729082740757 || Iter Time:0.031371116638183594 || Total time:54.90837073326111 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -3732.394469638628 || Iter Time:0.012733936309814453 || Total time:54.92110466957092 Iteration: 1964 || Clusters count: 11 || Log posterior: -3723.501070377148 || Iter Time:0.03478598594665527 || Total time:54.95589065551758 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -3762.4484917949803 || Iter Time:0.012234926223754883 || Total time:54.96812558174133 Iteration: 1966 || Clusters count: 11 || Log posterior: -3738.1059783029127 || Iter Time:0.03232693672180176 || Total time:55.000452518463135 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -3803.151079622978 || Iter Time:0.013390064239501953 || Total time:55.01384258270264 Iteration: 1968 || Clusters count: 11 || Log posterior: -3770.77186480449 || Iter Time:0.03499913215637207 || Total time:55.04884171485901 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -3802.3768179731946 || Iter Time:0.01250600814819336 || Total time:55.0613477230072 Iteration: 1970 || Clusters count: 11 || Log posterior: -3778.0778029915077 || Iter Time:0.03490614891052246 || Total time:55.096253871917725 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -3753.241726921993 || Iter Time:0.012079954147338867 || Total time:55.10833382606506 Iteration: 1972 || Clusters count: 11 || Log posterior: -3746.2128732524416 || Iter Time:0.030282974243164062 || Total time:55.13861680030823 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -3782.3497922170927 || Iter Time:0.011946916580200195 || Total time:55.15056371688843 Iteration: 1974 || Clusters count: 11 || Log posterior: -3751.7105796545197 || Iter Time:0.033583879470825195 || Total time:55.18414759635925 Loading and distributing data: 0.000246 seconds (142 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -3768.0488466993256 || Iter Time:0.012035131454467773 || Total time:55.19618272781372 Iteration: 1976 || Clusters count: 11 || Log posterior: -3740.111684588547 || Iter Time:0.03224778175354004 || Total time:55.22843050956726 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -3766.2165013274707 || Iter Time:0.012175798416137695 || Total time:55.2406063079834 Iteration: 1978 || Clusters count: 11 || Log posterior: -3752.889475574341 || Iter Time:0.03245186805725098 || Total time:55.27305817604065 Loading and distributing data: 0.000244 seconds (142 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -3771.0197708463197 || Iter Time:0.012362003326416016 || Total time:55.285420179367065 Iteration: 1980 || Clusters count: 11 || Log posterior: -3746.122181701156 || Iter Time:0.031568050384521484 || Total time:55.31698822975159 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -3804.5100246877237 || Iter Time:0.011967897415161133 || Total time:55.32895612716675 Iteration: 1982 || Clusters count: 11 || Log posterior: -3787.4601034423154 || Iter Time:0.029798030853271484 || Total time:55.35875415802002 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -3827.905618897536 || Iter Time:0.013303041458129883 || Total time:55.37205719947815 Iteration: 1984 || Clusters count: 11 || Log posterior: -3808.510227552968 || Iter Time:0.032891035079956055 || Total time:55.404948234558105 Loading and distributing data: 0.000226 seconds (142 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -3751.961857144022 || Iter Time:0.01215505599975586 || Total time:55.41710329055786 Iteration: 1986 || Clusters count: 11 || Log posterior: -3739.8072325859694 || Iter Time:0.034173011779785156 || Total time:55.45127630233765 Loading and distributing data: 0.000254 seconds (142 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -3757.693043198681 || Iter Time:0.011852025985717773 || Total time:55.463128328323364 Iteration: 1988 || Clusters count: 11 || Log posterior: -3753.1847396581543 || Iter Time:0.03275704383850098 || Total time:55.495885372161865 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -3723.1454810448045 || Iter Time:0.011907100677490234 || Total time:55.507792472839355 Iteration: 1990 || Clusters count: 11 || Log posterior: -3716.5225090161184 || Iter Time:0.07326912879943848 || Total time:55.581061601638794 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3709.631984021847 || Iter Time:0.012586116790771484 || Total time:55.593647718429565 Iteration: 1992 || Clusters count: 12 || Log posterior: -3698.240578677951 || Iter Time:0.03518104553222656 || Total time:55.62882876396179 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3768.4538030480594 || Iter Time:0.011634111404418945 || Total time:55.64046287536621 Iteration: 1994 || Clusters count: 12 || Log posterior: -3745.478261657228 || Iter Time:0.03438520431518555 || Total time:55.6748480796814 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3772.396183166234 || Iter Time:0.012172937393188477 || Total time:55.687021017074585 Iteration: 1996 || Clusters count: 12 || Log posterior: -3758.6193701777865 || Iter Time:0.0348811149597168 || Total time:55.7219021320343 Loading and distributing data: 0.000279 seconds (142 allocations: 13.227 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3760.763436504319 || Iter Time:0.012198925018310547 || Total time:55.73410105705261 Iteration: 1998 || Clusters count: 12 || Log posterior: -3750.3139976119696 || Iter Time:0.03402400016784668 || Total time:55.76812505722046 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3752.0436794424577 || Iter Time:0.011885881423950195 || Total time:55.78001093864441 Iteration: 2000 || Clusters count: 12 || Log posterior: -3717.6330433255985 || Iter Time:0.03267383575439453 || Total time:55.812684774398804 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3750.439283998418 || Iter Time:0.01297307014465332 || Total time:55.82565784454346 Iteration: 2002 || Clusters count: 12 || Log posterior: -3726.9571660221363 || Iter Time:0.0355219841003418 || Total time:55.8611798286438 Loading and distributing data: 0.000246 seconds (142 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3755.5880396634293 || Iter Time:0.013046026229858398 || Total time:55.87422585487366 Iteration: 2004 || Clusters count: 12 || Log posterior: -3745.606755522328 || Iter Time:0.03561210632324219 || Total time:55.9098379611969 Loading and distributing data: 0.000249 seconds (142 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -3766.8179049430664 || Iter Time:0.012894153594970703 || Total time:55.92273211479187 Iteration: 2006 || Clusters count: 11 || Log posterior: -3740.2096270503366 || Iter Time:0.034088134765625 || Total time:55.956820249557495 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -3794.5502425462096 || Iter Time:0.011937141418457031 || Total time:55.96875739097595 Iteration: 2008 || Clusters count: 11 || Log posterior: -3760.129504577189 || Iter Time:0.03112483024597168 || Total time:55.999882221221924 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -3787.989387174526 || Iter Time:0.011388063430786133 || Total time:56.01127028465271 Iteration: 2010 || Clusters count: 11 || Log posterior: -3756.6875118351245 || Iter Time:0.03334498405456543 || Total time:56.044615268707275 Loading and distributing data: 0.000243 seconds (142 allocations: 13.227 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -3747.1050152860134 || Iter Time:0.011509895324707031 || Total time:56.05612516403198 Iteration: 2012 || Clusters count: 11 || Log posterior: -3731.2380083886624 || Iter Time:0.03560495376586914 || Total time:56.09173011779785 Loading and distributing data: 0.000234 seconds (142 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -3799.339088850335 || Iter Time:0.011898994445800781 || Total time:56.10362911224365 Iteration: 2014 || Clusters count: 11 || Log posterior: -3773.6559116500957 || Iter Time:0.0340118408203125 || Total time:56.137640953063965 Loading and distributing data: 0.000212 seconds (142 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -3776.6829087713527 || Iter Time:0.01198887825012207 || Total time:56.14962983131409 Iteration: 2016 || Clusters count: 11 || Log posterior: -3749.0589067415513 || Iter Time:0.030864953994750977 || Total time:56.18049478530884 Loading and distributing data: 0.000229 seconds (142 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -3767.6779306519925 || Iter Time:0.011474132537841797 || Total time:56.19196891784668 Iteration: 2018 || Clusters count: 11 || Log posterior: -3753.629931613135 || Iter Time:0.028474092483520508 || Total time:56.2204430103302 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -3791.0907935119 || Iter Time:0.012021064758300781 || Total time:56.2324640750885 Iteration: 2020 || Clusters count: 11 || Log posterior: -3769.2100857818045 || Iter Time:0.03143119812011719 || Total time:56.26389527320862 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 11 || Log posterior: -3789.2263614050603 || Iter Time:0.012048959732055664 || Total time:56.275944232940674 Iteration: 2022 || Clusters count: 11 || Log posterior: -3776.6168352976706 || Iter Time:0.030102014541625977 || Total time:56.3060462474823 Loading and distributing data: 0.000240 seconds (142 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -3780.846910746477 || Iter Time:0.012547016143798828 || Total time:56.3185932636261 Iteration: 2024 || Clusters count: 11 || Log posterior: -3767.467041973461 || Iter Time:0.03311014175415039 || Total time:56.35170340538025 Loading and distributing data: 0.000275 seconds (142 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -3758.142932142344 || Iter Time:0.012208938598632812 || Total time:56.36391234397888 Iteration: 2026 || Clusters count: 11 || Log posterior: -3736.9816024152533 || Iter Time:0.032350778579711914 || Total time:56.396263122558594 Loading and distributing data: 0.000249 seconds (142 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3766.7523833318496 || Iter Time:0.013340950012207031 || Total time:56.4096040725708 Iteration: 2028 || Clusters count: 12 || Log posterior: -3749.325211813232 || Iter Time:0.07431817054748535 || Total time:56.483922243118286 Avg NMI: 0.8564476650593181 Full NMI: 0.8422328588933506 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m56.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 253.55s PkgEval succeeded after 393.87s