Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.2082 (4fdd12e277*) started at 2026-04-26T18:54:31.420 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 15.41s ################################################################################ # 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 v1.26.1 ⌅ [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 v0.25.125 [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 v2.11.3 [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 v1.9.18 [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 v1.4.0+0 [deac9b47] + LibCURL_jll v8.19.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2026.3.19 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.6+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 v1.69.0+0 [3f19e933] + p7zip_jll v17.8.0+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 6.21s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 5.5 s ✓ Clustering 11.8 s ✓ KernelFunctions 11.9 s ✓ Distributions 5.2 s ✓ Distributions → DistributionsChainRulesCoreExt 5.4 s ✓ Distributions → DistributionsTestExt 12.3 s ✓ DPMMSubClustersStreaming 6 dependencies successfully precompiled in 56 seconds. 98 already precompiled. Precompilation completed after 78.67s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_ayLUDA/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.125 ⌅ [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_ayLUDA/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.1 ⌅ [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 v0.25.125 [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 v2.11.3 [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 v1.9.18 [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 v1.4.0+0 [deac9b47] LibCURL_jll v8.19.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2026.3.19 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.6+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 v1.69.0+0 [3f19e933] p7zip_jll v17.8.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.941707 seconds (975.72 k allocations: 61.202 MiB, 7.84% gc time, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:20.512683153152466 || Total time:20.512683153152466 Iteration: 1 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.006596803665161133 || Total time:20.519279956817627 Iteration: 2 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.00625300407409668 || Total time:20.525532960891724 Iteration: 3 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.006471872329711914 || Total time:20.532004833221436 Iteration: 4 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.005945920944213867 || Total time:20.53795075416565 Iteration: 5 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.017798900604248047 || Total time:20.555749654769897 Iteration: 6 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.0060520172119140625 || Total time:20.56180167198181 Iteration: 7 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.00602412223815918 || Total time:20.56782579421997 Iteration: 8 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.0062291622161865234 || Total time:20.574054956436157 Iteration: 9 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.0062448978424072266 || Total time:20.580299854278564 Iteration: 10 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.006539106369018555 || Total time:20.586838960647583 Iteration: 11 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.005986928939819336 || Total time:20.592825889587402 Iteration: 12 || Clusters count: 1 || Log posterior: -232998.06923629093 || Iter Time:0.006078004837036133 || Total time:20.59890389442444 Iteration: 13 || Clusters count: 2 || Log posterior: -232607.06816976645 || Iter Time:4.624901056289673 || Total time:25.22380495071411 Iteration: 14 || Clusters count: 2 || Log posterior: -232587.20109059906 || Iter Time:0.006901979446411133 || Total time:25.230706930160522 Iteration: 15 || Clusters count: 2 || Log posterior: -232564.52526125425 || Iter Time:0.006422996520996094 || Total time:25.23712992668152 Iteration: 16 || Clusters count: 2 || Log posterior: -232591.89244875425 || Iter Time:0.006412029266357422 || Total time:25.243541955947876 Iteration: 17 || Clusters count: 2 || Log posterior: -232616.938299947 || Iter Time:0.006487846374511719 || Total time:25.250029802322388 Iteration: 18 || Clusters count: 2 || Log posterior: -232608.34280586743 || Iter Time:0.00644993782043457 || Total time:25.256479740142822 Iteration: 19 || Clusters count: 2 || Log posterior: -232596.1098255088 || Iter Time:0.00654292106628418 || Total time:25.263022661209106 Iteration: 20 || Clusters count: 2 || Log posterior: -232505.12008746047 || Iter Time:1.558884859085083 || Total time:26.82190752029419 Loading and distributing data: 0.001017 seconds (140 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232944.9405967383 || Iter Time:0.032980918884277344 || Total time:26.854888439178467 Iteration: 22 || Clusters count: 2 || Log posterior: -232901.64526421332 || Iter Time:0.0066831111907958984 || Total time:26.861571550369263 Iteration: 23 || Clusters count: 2 || Log posterior: -232871.21247258328 || Iter Time:0.006567955017089844 || Total time:26.868139505386353 Iteration: 24 || Clusters count: 2 || Log posterior: -232863.19995171332 || Iter Time:0.006505012512207031 || Total time:26.87464451789856 Iteration: 25 || Clusters count: 2 || Log posterior: -232891.8299489994 || Iter Time:0.007375001907348633 || Total time:26.882019519805908 Iteration: 26 || Clusters count: 2 || Log posterior: -232851.1632001279 || Iter Time:0.007263898849487305 || Total time:26.889283418655396 Iteration: 27 || Clusters count: 2 || Log posterior: -232837.89230156902 || Iter Time:0.0064868927001953125 || Total time:26.89577031135559 Iteration: 28 || Clusters count: 3 || Log posterior: -232407.06655599122 || Iter Time:0.009005069732666016 || Total time:26.904775381088257 Iteration: 29 || Clusters count: 3 || Log posterior: -232240.6745018952 || Iter Time:0.00719904899597168 || Total time:26.91197443008423 Iteration: 30 || Clusters count: 3 || Log posterior: -232222.0254773848 || Iter Time:0.007208824157714844 || Total time:26.919183254241943 Iteration: 31 || Clusters count: 3 || Log posterior: -232195.1600348135 || Iter Time:0.006824016571044922 || Total time:26.92600727081299 Iteration: 32 || Clusters count: 3 || Log posterior: -232205.27817297928 || Iter Time:0.0067501068115234375 || Total time:26.93275737762451 Iteration: 33 || Clusters count: 3 || Log posterior: -232188.51260237145 || Iter Time:0.07857298851013184 || Total time:27.011330366134644 Iteration: 34 || Clusters count: 3 || Log posterior: -232196.4826613504 || Iter Time:0.006849050521850586 || Total time:27.018179416656494 Iteration: 35 || Clusters count: 4 || Log posterior: -231791.28906887313 || Iter Time:0.009171009063720703 || Total time:27.027350425720215 Iteration: 36 || Clusters count: 4 || Log posterior: -231740.73613213125 || Iter Time:0.007224082946777344 || Total time:27.034574508666992 Iteration: 37 || Clusters count: 4 || Log posterior: -231723.5254667524 || Iter Time:0.007155179977416992 || Total time:27.04172968864441 Iteration: 38 || Clusters count: 4 || Log posterior: -231722.52834385485 || Iter Time:0.007790088653564453 || Total time:27.049519777297974 Iteration: 39 || Clusters count: 4 || Log posterior: -231718.47128776775 || Iter Time:0.007070779800415039 || Total time:27.05659055709839 Iteration: 40 || Clusters count: 4 || Log posterior: -231718.13524121235 || Iter Time:0.00725102424621582 || Total time:27.063841581344604 Iteration: 41 || Clusters count: 4 || Log posterior: -231647.10714276406 || Iter Time:0.0069730281829833984 || Total time:27.070814609527588 Loading and distributing data: 0.000896 seconds (140 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261698.33366139876 || Iter Time:0.007416963577270508 || Total time:27.07823157310486 Iteration: 43 || Clusters count: 4 || Log posterior: -261623.2014715734 || Iter Time:0.007192850112915039 || Total time:27.085424423217773 Iteration: 44 || Clusters count: 4 || Log posterior: -261608.30428520867 || Iter Time:0.0074350833892822266 || Total time:27.092859506607056 Iteration: 45 || Clusters count: 5 || Log posterior: -261238.56448352008 || Iter Time:0.008416891098022461 || Total time:27.101276397705078 Iteration: 46 || Clusters count: 5 || Log posterior: -261178.84723289486 || Iter Time:0.007542133331298828 || Total time:27.108818531036377 Iteration: 47 || Clusters count: 5 || Log posterior: -261173.5901291708 || Iter Time:0.00745701789855957 || Total time:27.116275548934937 Iteration: 48 || Clusters count: 5 || Log posterior: -261184.7917728399 || Iter Time:0.007443904876708984 || Total time:27.123719453811646 Iteration: 49 || Clusters count: 5 || Log posterior: -261166.09938303963 || Iter Time:0.007580995559692383 || Total time:27.131300449371338 Iteration: 50 || Clusters count: 5 || Log posterior: -261169.9726256658 || Iter Time:0.007593870162963867 || Total time:27.1388943195343 Iteration: 51 || Clusters count: 5 || Log posterior: -261196.82980430863 || Iter Time:0.00753021240234375 || Total time:27.146424531936646 Iteration: 52 || Clusters count: 5 || Log posterior: -261170.7253383799 || Iter Time:0.007503032684326172 || Total time:27.15392756462097 Iteration: 53 || Clusters count: 5 || Log posterior: -261188.60137915798 || Iter Time:0.007580995559692383 || Total time:27.161508560180664 Iteration: 54 || Clusters count: 6 || Log posterior: -260939.05990085416 || Iter Time:0.009387016296386719 || Total time:27.17089557647705 Iteration: 55 || Clusters count: 6 || Log posterior: -260900.19853762904 || Iter Time:0.007853031158447266 || Total time:27.178748607635498 Iteration: 56 || Clusters count: 6 || Log posterior: -260877.14114813745 || Iter Time:0.007807016372680664 || Total time:27.18655562400818 Iteration: 57 || Clusters count: 6 || Log posterior: -260850.94218887982 || Iter Time:0.007819175720214844 || Total time:27.194374799728394 Iteration: 58 || Clusters count: 7 || Log posterior: -260457.6115892995 || Iter Time:0.009470939636230469 || Total time:27.203845739364624 Iteration: 59 || Clusters count: 7 || Log posterior: -260367.2229643393 || Iter Time:0.008181095123291016 || Total time:27.212026834487915 Iteration: 60 || Clusters count: 7 || Log posterior: -260373.36744816217 || Iter Time:0.008951902389526367 || Total time:27.22097873687744 Iteration: 61 || Clusters count: 8 || Log posterior: -260058.17111468318 || Iter Time:0.7496228218078613 || Total time:27.970601558685303 Iteration: 62 || Clusters count: 8 || Log posterior: -259962.9495428843 || Iter Time:0.009658098220825195 || Total time:27.980259656906128 Loading and distributing data: 0.034757 seconds (140 allocations: 395.992 KiB, 95.05% gc time) Iteration: 63 || Clusters count: 9 || Log posterior: -259384.40717948592 || Iter Time:0.010179996490478516 || Total time:27.990439653396606 Iteration: 64 || Clusters count: 9 || Log posterior: -259266.33661957103 || Iter Time:0.009259939193725586 || Total time:27.999699592590332 Iteration: 65 || Clusters count: 9 || Log posterior: -259216.69816972184 || Iter Time:0.009449005126953125 || Total time:28.009148597717285 Iteration: 66 || Clusters count: 9 || Log posterior: -259212.9549256887 || Iter Time:0.009168148040771484 || Total time:28.018316745758057 Iteration: 67 || Clusters count: 9 || Log posterior: -259235.76522916788 || Iter Time:0.009463071823120117 || Total time:28.027779817581177 Iteration: 68 || Clusters count: 9 || Log posterior: -259209.1461427441 || Iter Time:0.009326934814453125 || Total time:28.03710675239563 Iteration: 69 || Clusters count: 11 || Log posterior: -258636.71651178383 || Iter Time:0.011772871017456055 || Total time:28.048879623413086 Iteration: 70 || Clusters count: 11 || Log posterior: -258510.18191615838 || Iter Time:0.02279520034790039 || Total time:28.071674823760986 Iteration: 71 || Clusters count: 11 || Log posterior: -258514.02005884776 || Iter Time:0.009929895401000977 || Total time:28.081604719161987 Iteration: 72 || Clusters count: 11 || Log posterior: -258486.79953678366 || Iter Time:0.010094881057739258 || Total time:28.091699600219727 Iteration: 73 || Clusters count: 13 || Log posterior: -257468.6323137826 || Iter Time:0.01208806037902832 || Total time:28.103787660598755 Iteration: 74 || Clusters count: 13 || Log posterior: -257423.9625769497 || Iter Time:0.01069784164428711 || Total time:28.114485502243042 Iteration: 75 || Clusters count: 13 || Log posterior: -257414.05461807686 || Iter Time:0.010740041732788086 || Total time:28.12522554397583 Iteration: 76 || Clusters count: 15 || Log posterior: -256684.4426793586 || Iter Time:0.013078927993774414 || Total time:28.138304471969604 Iteration: 77 || Clusters count: 15 || Log posterior: -256604.37007374826 || Iter Time:0.01149296760559082 || Total time:28.149797439575195 Iteration: 78 || Clusters count: 15 || Log posterior: -256606.37677619726 || Iter Time:0.01194000244140625 || Total time:28.1617374420166 Iteration: 79 || Clusters count: 15 || Log posterior: -256590.0448378462 || Iter Time:0.03081989288330078 || Total time:28.192557334899902 Iteration: 80 || Clusters count: 15 || Log posterior: -256609.84215593277 || Iter Time:0.012158870697021484 || Total time:28.204716205596924 Iteration: 81 || Clusters count: 15 || Log posterior: -256599.90443194372 || Iter Time:0.012505054473876953 || Total time:28.2172212600708 Iteration: 82 || Clusters count: 15 || Log posterior: -256592.3844088561 || Iter Time:0.012328863143920898 || Total time:28.22955012321472 Iteration: 83 || Clusters count: 15 || Log posterior: -256584.93939403634 || Iter Time:0.011433839797973633 || Total time:28.240983963012695 Loading and distributing data: 0.000869 seconds (140 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 16 || Log posterior: -256040.16558157865 || Iter Time:0.014487028121948242 || Total time:28.255470991134644 Iteration: 85 || Clusters count: 17 || Log posterior: -255643.75402379702 || Iter Time:0.014304876327514648 || Total time:28.269775867462158 Iteration: 86 || Clusters count: 17 || Log posterior: -255563.26021680608 || Iter Time:0.013596057891845703 || Total time:28.283371925354004 Iteration: 87 || Clusters count: 17 || Log posterior: -255534.3420764444 || Iter Time:0.013425827026367188 || Total time:28.29679775238037 Iteration: 88 || Clusters count: 18 || Log posterior: -255005.64285552583 || Iter Time:0.01593017578125 || Total time:28.31272792816162 Iteration: 89 || Clusters count: 18 || Log posterior: -254973.95648213167 || Iter Time:0.015317916870117188 || Total time:28.32804584503174 Iteration: 90 || Clusters count: 18 || Log posterior: -254964.66234479193 || Iter Time:0.021114826202392578 || Total time:28.34916067123413 Iteration: 91 || Clusters count: 18 || Log posterior: -254967.98386433706 || Iter Time:0.0176999568939209 || Total time:28.36686062812805 Iteration: 92 || Clusters count: 18 || Log posterior: -254941.6953935751 || Iter Time:0.01805877685546875 || Total time:28.38491940498352 Iteration: 93 || Clusters count: 18 || Log posterior: -254934.26011733836 || Iter Time:0.01791095733642578 || Total time:28.402830362319946 Iteration: 94 || Clusters count: 18 || Log posterior: -254911.2311306677 || Iter Time:0.018887042999267578 || Total time:28.421717405319214 Iteration: 95 || Clusters count: 18 || Log posterior: -254910.55630003067 || Iter Time:0.01788616180419922 || Total time:28.439603567123413 Iteration: 96 || Clusters count: 18 || 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-254905.23743489405 || Iter Time:0.02318096160888672 || Total time:28.610384702682495 Iteration: 104 || Clusters count: 18 || Log posterior: -254898.0196527273 || Iter Time:0.020908117294311523 || Total time:28.631292819976807 Loading and distributing data: 0.000885 seconds (140 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -254833.16445515456 || Iter Time:0.02255105972290039 || Total time:28.653843879699707 Iteration: 106 || Clusters count: 19 || Log posterior: -254592.63621054796 || Iter Time:0.028192996978759766 || Total time:28.682036876678467 Iteration: 107 || Clusters count: 19 || Log posterior: -254563.82949788004 || Iter Time:0.02224111557006836 || Total time:28.704277992248535 Iteration: 108 || Clusters count: 19 || Log posterior: -254565.11952363682 || Iter Time:0.0221099853515625 || Total time:28.726387977600098 Iteration: 109 || Clusters count: 19 || Log posterior: -254555.53969869792 || Iter Time:0.021747112274169922 || Total 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posterior: -254328.98919939678 || Iter Time:0.02755904197692871 || Total time:29.42947816848755 Iteration: 138 || Clusters count: 20 || Log posterior: -254335.65999139773 || Iter Time:0.02405095100402832 || Total time:29.453529119491577 Iteration: 139 || Clusters count: 20 || Log posterior: -254334.28800920956 || Iter Time:0.023452043533325195 || Total time:29.476981163024902 Iteration: 140 || Clusters count: 20 || Log posterior: -254334.28800920956 || Iter Time:0.02784419059753418 || Total time:29.504825353622437 Iteration: 141 || Clusters count: 20 || Log posterior: -254329.54517736405 || Iter Time:0.026546001434326172 || Total time:29.531371355056763 Iteration: 142 || Clusters count: 20 || Log posterior: -254333.31034540676 || Iter Time:0.026938915252685547 || Total time:29.55831027030945 Iteration: 143 || Clusters count: 20 || Log posterior: -254330.8110593426 || Iter Time:0.027363061904907227 || Total time:29.585673332214355 Iteration: 144 || Clusters count: 20 || Log posterior: -254328.1257567535 || Iter Time:0.03153109550476074 || Total time:29.617204427719116 Iteration: 145 || Clusters count: 20 || Log posterior: -254327.5096457916 || Iter Time:0.027662038803100586 || Total time:29.644866466522217 Iteration: 146 || Clusters count: 20 || Log posterior: -254327.5096457916 || Iter Time:0.025359153747558594 || Total time:29.670225620269775 Loading and distributing data: 0.000873 seconds (140 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254163.6270655982 || Iter Time:0.031317949295043945 || Total time:29.70154356956482 Iteration: 148 || Clusters count: 20 || Log posterior: -254144.15371897395 || Iter Time:0.02468085289001465 || Total time:29.726224422454834 Iteration: 149 || Clusters count: 20 || Log posterior: -254144.15371897395 || Iter Time:0.02451920509338379 || Total time:29.750743627548218 Iteration: 150 || Clusters count: 20 || Log posterior: -254157.4765147872 || Iter Time:0.0289459228515625 || Total 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posterior: -254831.14248310044 || Iter Time:0.030352115631103516 || Total time:30.34362268447876 Iteration: 172 || Clusters count: 20 || Log posterior: -254825.43634036873 || Iter Time:0.025660037994384766 || Total time:30.369282722473145 Iteration: 173 || Clusters count: 20 || Log posterior: -254820.73461268694 || Iter Time:0.025410175323486328 || Total time:30.39469289779663 Iteration: 174 || Clusters count: 20 || Log posterior: -254820.8988745411 || Iter Time:0.03023505210876465 || Total time:30.424927949905396 Iteration: 175 || Clusters count: 20 || Log posterior: -254819.85217369412 || Iter Time:0.026005029678344727 || Total time:30.45093297958374 Iteration: 176 || Clusters count: 20 || Log posterior: -254818.2257007851 || Iter Time:0.02558112144470215 || Total time:30.476514101028442 Iteration: 177 || Clusters count: 20 || Log posterior: -254827.24168235736 || Iter Time:0.025554895401000977 || Total time:30.502068996429443 Iteration: 178 || Clusters count: 20 || Log posterior: -254834.02965030895 || Iter Time:0.03028392791748047 || Total time:30.532352924346924 Iteration: 179 || Clusters count: 20 || Log posterior: -254828.36859908397 || Iter Time:0.025364160537719727 || Total time:30.557717084884644 Iteration: 180 || Clusters count: 20 || Log posterior: -254830.41540459613 || Iter Time:0.02573680877685547 || Total time:30.5834538936615 Iteration: 181 || Clusters count: 20 || Log posterior: -254828.2198357674 || Iter Time:0.030261993408203125 || Total time:30.613715887069702 Iteration: 182 || Clusters count: 20 || Log posterior: -254826.54403714172 || Iter Time:0.025918006896972656 || Total time:30.639633893966675 Iteration: 183 || Clusters count: 20 || Log posterior: -254822.63109133986 || Iter Time:0.02676987648010254 || Total time:30.666403770446777 Iteration: 184 || Clusters count: 20 || Log posterior: -254822.63109133986 || Iter Time:0.02710580825805664 || Total time:30.693509578704834 Iteration: 185 || Clusters count: 20 || Log posterior: -254819.65365347223 || Iter Time:0.03190803527832031 || Total time:30.725417613983154 Iteration: 186 || Clusters count: 20 || Log posterior: -254823.5204947558 || Iter Time:0.026665925979614258 || Total time:30.75208353996277 Iteration: 187 || Clusters count: 20 || Log posterior: -254828.69612166067 || Iter Time:0.02747511863708496 || Total time:30.779558658599854 Iteration: 188 || Clusters count: 20 || Log posterior: -254821.0079388532 || Iter Time:0.0295870304107666 || Total time:30.80914568901062 Loading and distributing data: 0.000862 seconds (140 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254473.98372732094 || Iter Time:0.026942014694213867 || Total time:30.836087703704834 Iteration: 190 || Clusters count: 20 || Log posterior: -254476.6171092103 || Iter Time:0.02668595314025879 || Total time:30.862773656845093 Iteration: 191 || Clusters count: 20 || Log posterior: -254476.72153895994 || Iter Time:0.030755996704101562 || Total time:30.893529653549194 Iteration: 192 || Clusters count: 20 || Log posterior: -254472.65687169388 || Iter Time:0.026094913482666016 || Total time:30.91962456703186 Iteration: 193 || Clusters count: 20 || Log posterior: -254468.71226775582 || Iter Time:0.026407957077026367 || Total time:30.946032524108887 Iteration: 194 || Clusters count: 20 || Log posterior: -254467.9408686755 || Iter Time:0.025845050811767578 || Total time:30.971877574920654 Iteration: 195 || Clusters count: 20 || Log posterior: -254472.2427034421 || Iter Time:0.03055095672607422 || Total time:31.00242853164673 Iteration: 196 || Clusters count: 20 || Log posterior: -254467.54377590833 || Iter Time:0.02589702606201172 || Total time:31.02832555770874 Iteration: 197 || Clusters count: 20 || Log posterior: -254469.14882612805 || Iter Time:0.025960922241210938 || Total time:31.05428647994995 Iteration: 198 || Clusters count: 20 || Log posterior: -254467.6048215662 || Iter Time:0.030118942260742188 || Total time:31.084405422210693 Iteration: 199 || Clusters count: 20 || Log posterior: -254471.23939063936 || Iter Time:0.026334047317504883 || Total time:31.1107394695282 Iteration: 200 || Clusters count: 20 || Log posterior: -254471.23939063936 || Iter Time:0.02570319175720215 || Total time:31.1364426612854 Iteration: 201 || Clusters count: 20 || Log posterior: -254475.5864273578 || Iter Time:0.025686025619506836 || Total time:31.162128686904907 Iteration: 202 || Clusters count: 20 || Log posterior: -254478.6979083102 || Iter Time:0.03105902671813965 || Total time:31.193187713623047 Iteration: 203 || Clusters count: 20 || Log posterior: -254470.49925607405 || Iter Time:0.026607990264892578 || Total time:31.21979570388794 Iteration: 204 || Clusters count: 20 || Log posterior: -254471.20494259123 || Iter Time:0.025664091110229492 || Total time:31.24545979499817 Iteration: 205 || Clusters count: 20 || Log posterior: -254467.54377590833 || Iter Time:0.03134298324584961 || Total time:31.27680277824402 Iteration: 206 || Clusters count: 20 || Log posterior: -254467.9408686755 || Iter Time:0.027426958084106445 || Total time:31.304229736328125 Iteration: 207 || Clusters count: 20 || Log posterior: -254469.8378829514 || Iter Time:0.027101993560791016 || Total time:31.331331729888916 Iteration: 208 || Clusters count: 20 || Log posterior: -254469.48487323735 || Iter Time:0.03147101402282715 || Total time:31.362802743911743 Iteration: 209 || Clusters count: 20 || Log posterior: -254469.48487323735 || Iter Time:0.02535700798034668 || Total time:31.38815975189209 NMI: 0.8265831736725435 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.9s [28386, 36763, 36223, 41396, 77411, 160382, 17668, 67735, 28007, 28253, 81637, 66340, 90331, 602, 65882, 19181, 27966, 42048, 9384, 74405] Loading and distributing data: 0.000364 seconds (140 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:4.375844955444336 || Total time:4.375844955444336 Iteration: 1 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.0024640560150146484 || Total time:4.378309011459351 Iteration: 2 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.002151012420654297 || Total time:4.380460023880005 Iteration: 3 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.002077817916870117 || Total time:4.382537841796875 Iteration: 4 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.0020279884338378906 || Total time:4.384565830230713 Iteration: 5 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.001962900161743164 || Total time:4.386528730392456 Iteration: 6 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.001981019973754883 || Total time:4.388509750366211 Iteration: 7 || Clusters count: 1 || Log posterior: -6833.379291077998 || Iter Time:0.0019240379333496094 || Total time:4.3904337882995605 Iteration: 8 || Clusters count: 2 || Log posterior: -6693.426852229698 || Iter Time:0.17290687561035156 || Total time:4.563340663909912 Iteration: 9 || Clusters count: 2 || Log posterior: -6690.06921601695 || Iter Time:0.0025959014892578125 || Total time:4.56593656539917 Iteration: 10 || Clusters count: 2 || Log posterior: -6693.494779784259 || Iter Time:0.0024309158325195312 || Total time:4.5683674812316895 Iteration: 11 || Clusters count: 2 || Log posterior: -6687.448452734777 || Iter Time:0.0023620128631591797 || Total time:4.570729494094849 Iteration: 12 || Clusters count: 2 || Log posterior: -6686.338174901398 || Iter Time:0.0023589134216308594 || Total time:4.5730884075164795 Iteration: 13 || Clusters count: 2 || Log posterior: -6691.976000555237 || Iter Time:0.0024111270904541016 || Total time:4.575499534606934 Iteration: 14 || Clusters count: 2 || Log posterior: -6697.585992086278 || Iter Time:0.0023260116577148438 || 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Iteration: 22 || Clusters count: 4 || Log posterior: -6166.297345718546 || Iter Time:0.003306150436401367 || Total time:4.605403423309326 Iteration: 23 || Clusters count: 4 || Log posterior: -6180.583741104651 || Iter Time:0.0033349990844726562 || Total time:4.608738422393799 Iteration: 24 || Clusters count: 4 || Log posterior: -6168.82023269321 || Iter Time:0.0032520294189453125 || Total time:4.611990451812744 Iteration: 25 || Clusters count: 4 || Log posterior: -6169.5428292633505 || Iter Time:0.0030159950256347656 || Total time:4.615006446838379 Iteration: 26 || Clusters count: 4 || Log posterior: -6159.440016726368 || Iter Time:0.0030829906463623047 || Total time:4.618089437484741 Iteration: 27 || Clusters count: 4 || Log posterior: -6168.552920646383 || Iter Time:0.003020048141479492 || Total time:4.621109485626221 Iteration: 28 || Clusters count: 6 || Log posterior: -6005.209717157092 || Iter Time:0.00659489631652832 || Total time:4.627704381942749 Iteration: 29 || Clusters count: 7 || Log posterior: -5869.305938766818 || Iter Time:0.006590127944946289 || Total time:4.634294509887695 Iteration: 30 || Clusters count: 7 || Log posterior: -5817.550803854598 || Iter Time:1.4769740104675293 || Total time:6.111268520355225 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] Loading and distributing data: 0.000285 seconds (140 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5608.994506636167 || Iter Time:0.03206515312194824 || Total time:6.143333673477173 Iteration: 32 || Clusters count: 7 || Log posterior: -5586.091677876378 || Iter Time:0.017582178115844727 || Total time:6.160915851593018 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4681.933937524275 || Iter Time:0.004439115524291992 || Total time:6.16535496711731 Iteration: 34 || Clusters count: 7 || Log posterior: -4649.254723693384 || Iter Time:0.0184628963470459 || Total time:6.1838178634643555 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4432.342519853612 || Iter Time:0.004506111145019531 || Total time:6.188323974609375 Iteration: 36 || Clusters count: 7 || Log posterior: -4417.326251615616 || Iter Time:0.016241788864135742 || Total time:6.204565763473511 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4398.539523743281 || Iter Time:0.0044591426849365234 || Total time:6.209024906158447 Iteration: 38 || Clusters count: 7 || Log posterior: -4376.226002244807 || Iter Time:0.0192258358001709 || Total time:6.228250741958618 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4440.014014852547 || Iter Time:0.004503011703491211 || Total time:6.232753753662109 Iteration: 40 || Clusters count: 7 || Log posterior: -4406.121470923853 || Iter Time:0.0167849063873291 || Total time:6.2495386600494385 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4398.730328881765 || Iter Time:0.004422903060913086 || Total time:6.253961563110352 Iteration: 42 || Clusters count: 7 || Log posterior: -4361.517680754671 || Iter Time:0.016041040420532227 || Total time:6.270002603530884 Loading and distributing data: 0.000191 seconds (140 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 9 || Log posterior: -4118.294613288401 || Iter Time:0.12056803703308105 || Total time:6.390570640563965 Iteration: 44 || Clusters count: 9 || Log posterior: -4052.0326616232946 || Iter Time:0.019904136657714844 || Total time:6.41047477722168 Loading and distributing data: 0.000191 seconds (140 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 9 || Log posterior: -4113.5008690624145 || Iter Time:0.0056378841400146484 || Total time:6.416112661361694 Iteration: 46 || Clusters count: 9 || Log posterior: -4099.7119226897885 || Iter Time:0.02087998390197754 || Total time:6.436992645263672 Loading and distributing data: 0.000237 seconds (140 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 10 || Log posterior: -4160.128404754239 || Iter Time:0.006904125213623047 || Total time:6.443896770477295 Iteration: 48 || Clusters count: 10 || Log posterior: -4138.721153751243 || Iter 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Log posterior: -3933.288463757261 || Iter Time:0.031183958053588867 || Total time:8.26690149307251 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 133 || Clusters count: 12 || Log posterior: -3929.067691957936 || Iter Time:0.012349128723144531 || Total time:8.279250621795654 Iteration: 134 || Clusters count: 12 || Log posterior: -3921.0440696415776 || Iter Time:0.030638933181762695 || Total time:8.309889554977417 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 135 || Clusters count: 12 || Log posterior: -3955.657405956192 || Iter Time:0.012349843978881836 || Total time:8.322239398956299 Iteration: 136 || Clusters count: 12 || Log posterior: -3951.374502941389 || Iter Time:0.029218196868896484 || Total time:8.351457595825195 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 137 || Clusters count: 12 || Log posterior: -3988.9956860965717 || Iter 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distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 149 || Clusters count: 12 || Log posterior: -3946.452005143056 || Iter Time:0.012457132339477539 || Total time:8.648384094238281 Iteration: 150 || Clusters count: 12 || Log posterior: -3938.1591178804924 || Iter Time:0.03107619285583496 || Total time:8.679460287094116 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 151 || Clusters count: 13 || Log posterior: -3943.0549137314806 || Iter Time:0.01272892951965332 || Total time:8.69218921661377 Iteration: 152 || Clusters count: 13 || Log posterior: -3900.6276639526104 || Iter Time:0.03194403648376465 || Total time:8.724133253097534 Loading and distributing data: 0.000226 seconds (140 allocations: 13.180 KiB) Iteration: 153 || Clusters count: 13 || Log posterior: -3916.0795285897807 || Iter Time:0.01194310188293457 || Total time:8.736076354980469 Iteration: 154 || Clusters count: 13 || Log posterior: -3867.633363546671 || 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Iteration: 160 || Clusters count: 13 || Log posterior: -3858.5221774991833 || Iter Time:0.03454399108886719 || Total time:8.925488233566284 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 161 || Clusters count: 13 || Log posterior: -3883.6722958696723 || Iter Time:0.014995098114013672 || Total time:8.940483331680298 Iteration: 162 || Clusters count: 13 || Log posterior: -3850.820144227542 || Iter Time:0.03870701789855957 || Total time:8.979190349578857 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 163 || Clusters count: 13 || Log posterior: -3880.517885235721 || Iter Time:0.013269901275634766 || Total time:8.992460250854492 Iteration: 164 || Clusters count: 13 || Log posterior: -3849.6814543545497 || Iter Time:0.032982826232910156 || Total time:9.025443077087402 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 165 || Clusters count: 13 || Log posterior: 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posterior: -3808.6755467534235 || Iter Time:0.033331871032714844 || Total time:9.471367359161377 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 183 || Clusters count: 13 || Log posterior: -3843.538113244482 || Iter Time:0.014190912246704102 || Total time:9.485558271408081 Iteration: 184 || Clusters count: 13 || Log posterior: -3824.36911386414 || Iter Time:0.03371000289916992 || Total time:9.519268274307251 Loading and distributing data: 0.000227 seconds (140 allocations: 13.180 KiB) Iteration: 185 || Clusters count: 13 || Log posterior: -3854.19570466081 || Iter Time:0.013654947280883789 || Total time:9.532923221588135 Iteration: 186 || Clusters count: 13 || Log posterior: -3826.1710466448835 || Iter Time:0.05050301551818848 || Total time:9.583426237106323 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 187 || Clusters count: 13 || Log posterior: -3880.8172559710874 || Iter Time:0.013410806655883789 || 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|| Log posterior: -3827.278033425339 || Iter Time:0.013427972793579102 || Total time:9.743370056152344 Iteration: 194 || Clusters count: 14 || Log posterior: -3800.6546256956794 || Iter Time:0.033818960189819336 || Total time:9.777189016342163 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 195 || Clusters count: 14 || Log posterior: -3816.555832726054 || Iter Time:0.013228893280029297 || Total time:9.790417909622192 Iteration: 196 || Clusters count: 14 || Log posterior: -3780.3344197186025 || Iter Time:0.034173011779785156 || Total time:9.824590921401978 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 197 || Clusters count: 14 || Log posterior: -3822.166866752803 || Iter Time:0.013890981674194336 || Total time:9.838481903076172 Iteration: 198 || Clusters count: 14 || Log posterior: -3787.8545492757103 || Iter Time:0.034132957458496094 || Total time:9.872614860534668 Loading and distributing data: 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Iteration: 210 || Clusters count: 15 || Log posterior: -3703.4287579554175 || Iter Time:0.039322853088378906 || Total time:10.211966514587402 Loading and distributing data: 0.000219 seconds (140 allocations: 13.180 KiB) Iteration: 211 || Clusters count: 15 || Log posterior: -3799.8364295618603 || Iter Time:0.017103910446166992 || Total time:10.22907042503357 Iteration: 212 || Clusters count: 15 || Log posterior: -3752.4930870204416 || Iter Time:0.03879094123840332 || Total time:10.267861366271973 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 213 || Clusters count: 15 || Log posterior: -3823.835625802313 || Iter Time:0.017417192459106445 || Total time:10.285278558731079 Iteration: 214 || Clusters count: 15 || Log posterior: -3798.971089298144 || Iter Time:0.04022407531738281 || Total time:10.325502634048462 Loading and distributing data: 0.000226 seconds (140 allocations: 13.180 KiB) Iteration: 215 || Clusters count: 15 || Log posterior: -3814.366179067065 || Iter Time:0.017920970916748047 || Total time:10.34342360496521 Iteration: 216 || Clusters count: 15 || Log posterior: -3758.1849371538574 || Iter Time:0.039402008056640625 || Total time:10.38282561302185 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 217 || Clusters count: 15 || Log posterior: -3797.964147508391 || Iter Time:0.01640796661376953 || Total time:10.39923357963562 Iteration: 218 || Clusters count: 15 || Log posterior: -3757.3071573312754 || Iter Time:0.0391840934753418 || Total time:10.438417673110962 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 219 || Clusters count: 15 || Log posterior: -3787.170009487164 || Iter Time:0.016869068145751953 || Total time:10.455286741256714 Iteration: 220 || Clusters count: 15 || Log posterior: -3738.0364928395607 || Iter Time:0.0384981632232666 || Total time:10.49378490447998 Loading and distributing data: 0.000215 seconds (140 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|| Log posterior: -3776.528322365004 || Iter Time:0.04108405113220215 || Total time:10.855806350708008 Loading and distributing data: 0.000222 seconds (140 allocations: 13.180 KiB) Iteration: 233 || Clusters count: 15 || Log posterior: -3808.891871967495 || Iter Time:0.016542911529541016 || Total time:10.872349262237549 Iteration: 234 || Clusters count: 15 || Log posterior: -3779.2395607152134 || Iter Time:0.04012107849121094 || Total time:10.91247034072876 Loading and distributing data: 0.000227 seconds (140 allocations: 13.180 KiB) Iteration: 235 || Clusters count: 15 || Log posterior: -3825.5825228852923 || Iter Time:0.016266822814941406 || Total time:10.928737163543701 Iteration: 236 || Clusters count: 15 || Log posterior: -3792.7005804344135 || Iter Time:0.03879404067993164 || Total time:10.967531204223633 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 237 || Clusters count: 15 || Log posterior: -3840.2819011190004 || Iter 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Iteration: 243 || Clusters count: 15 || Log posterior: -3809.7653229489406 || Iter Time:0.01729893684387207 || Total time:11.156230449676514 Iteration: 244 || Clusters count: 15 || Log posterior: -3785.5506808159485 || Iter Time:0.04096388816833496 || Total time:11.197194337844849 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 15 || Log posterior: -3797.9989434189038 || Iter Time:0.016888856887817383 || Total time:11.214083194732666 Iteration: 246 || Clusters count: 15 || Log posterior: -3764.831577110929 || Iter Time:0.0391240119934082 || Total time:11.253207206726074 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 15 || Log posterior: -3805.172409964491 || Iter Time:0.03890395164489746 || Total time:11.292111158370972 Iteration: 248 || Clusters count: 15 || Log posterior: -3774.1251820025523 || Iter Time:0.04104495048522949 || Total time:11.333156108856201 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Iteration: 315 || Clusters count: 15 || Log posterior: -3780.2334527643266 || Iter Time:0.016778945922851562 || Total time:13.32517695426941 Iteration: 316 || Clusters count: 15 || Log posterior: -3727.523591508456 || Iter Time:0.03977799415588379 || Total time:13.364954948425293 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 317 || Clusters count: 15 || Log posterior: -3752.2319389904274 || Iter Time:0.016912221908569336 || Total time:13.381867170333862 Iteration: 318 || Clusters count: 15 || Log posterior: -3734.2606627296514 || Iter Time:0.03939318656921387 || Total time:13.421260356903076 Loading and distributing data: 0.000196 seconds (140 allocations: 13.180 KiB) Iteration: 319 || Clusters count: 15 || Log posterior: -3739.9796664153946 || Iter Time:0.016752958297729492 || Total time:13.438013315200806 Iteration: 320 || Clusters count: 15 || Log posterior: -3706.0250775216246 || Iter Time:0.040181875228881836 || Total 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Iteration: 337 || Clusters count: 15 || Log posterior: -3790.5895047915196 || Iter Time:0.01733994483947754 || Total time:13.970183849334717 Iteration: 338 || Clusters count: 15 || Log posterior: -3746.96515730658 || Iter Time:0.04598212242126465 || Total time:14.016165971755981 Loading and distributing data: 0.000236 seconds (140 allocations: 13.180 KiB) Iteration: 339 || Clusters count: 15 || Log posterior: -3807.1197176425876 || Iter Time:0.01733088493347168 || Total time:14.033496856689453 Iteration: 340 || Clusters count: 15 || Log posterior: -3762.8594029638257 || Iter Time:0.04011201858520508 || Total time:14.073608875274658 Loading and distributing data: 0.000196 seconds (140 allocations: 13.180 KiB) Iteration: 341 || Clusters count: 15 || Log posterior: -3722.9333524281533 || Iter Time:0.01726508140563965 || Total time:14.090873956680298 Iteration: 342 || Clusters count: 15 || Log posterior: -3695.1717992024737 || Iter Time:0.040116071701049805 || Total time:14.130990028381348 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-3769.8453897961394 || Iter Time:0.04245805740356445 || Total time:14.305375099182129 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 349 || Clusters count: 15 || Log posterior: -3788.961671854545 || Iter Time:0.01730203628540039 || Total time:14.32267713546753 Iteration: 350 || Clusters count: 15 || Log posterior: -3768.1405031265595 || Iter Time:0.03944110870361328 || Total time:14.362118244171143 Loading and distributing data: 0.000221 seconds (140 allocations: 13.180 KiB) Iteration: 351 || Clusters count: 15 || Log posterior: -3738.235817829355 || Iter Time:0.017022132873535156 || Total time:14.379140377044678 Iteration: 352 || Clusters count: 15 || Log posterior: -3714.917158523729 || Iter Time:0.041697025299072266 || Total time:14.42083740234375 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 353 || Clusters count: 15 || Log posterior: -3675.7977701630134 || Iter Time:0.016985177993774414 || Total 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Iteration: 409 || Clusters count: 15 || Log posterior: -3794.8439307288854 || Iter Time:0.017040014266967773 || Total time:16.141470670700073 Iteration: 410 || Clusters count: 15 || Log posterior: -3752.018233127583 || Iter Time:0.038774967193603516 || Total time:16.180245637893677 Loading and distributing data: 0.000192 seconds (140 allocations: 13.180 KiB) Iteration: 411 || Clusters count: 15 || Log posterior: -3778.0238576110446 || Iter Time:0.016581058502197266 || Total time:16.196826696395874 Iteration: 412 || Clusters count: 15 || Log posterior: -3734.923036719612 || Iter Time:0.0396878719329834 || Total time:16.236514568328857 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 413 || Clusters count: 15 || Log posterior: -3744.8813688736404 || Iter Time:0.016646146774291992 || Total time:16.25316071510315 Iteration: 414 || Clusters count: 15 || Log posterior: -3701.250641180933 || Iter Time:0.04005599021911621 || Total time:16.293216705322266 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Iteration: 625 || Clusters count: 15 || Log posterior: -3703.2173288410504 || Iter Time:0.016690969467163086 || Total time:23.36568021774292 Iteration: 626 || Clusters count: 15 || Log posterior: -3669.7976484194164 || Iter Time:0.039279937744140625 || Total time:23.40496015548706 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 627 || Clusters count: 15 || Log posterior: -3742.079517709548 || Iter Time:0.016749858856201172 || Total time:23.42171001434326 Iteration: 628 || Clusters count: 15 || Log posterior: -3715.402802034274 || Iter Time:0.03884005546569824 || Total time:23.46055006980896 Loading and distributing data: 0.000227 seconds (140 allocations: 13.180 KiB) Iteration: 629 || Clusters count: 15 || Log posterior: -3704.255298918577 || Iter Time:0.018100976943969727 || Total time:23.47865104675293 Iteration: 630 || Clusters count: 15 || Log posterior: -3671.333303886256 || Iter Time:0.04505014419555664 || Total time:23.523701190948486 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Iteration: 769 || Clusters count: 15 || Log posterior: -3760.959943480687 || Iter Time:0.018152952194213867 || Total time:27.661102771759033 Iteration: 770 || Clusters count: 15 || Log posterior: -3741.589226367018 || Iter Time:0.04227495193481445 || Total time:27.703377723693848 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 771 || Clusters count: 15 || Log posterior: -3758.486960228808 || Iter Time:0.016952991485595703 || Total time:27.720330715179443 Iteration: 772 || Clusters count: 15 || Log posterior: -3729.0153839746313 || Iter Time:0.03932809829711914 || Total time:27.759658813476562 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 773 || Clusters count: 15 || Log posterior: -3762.470183922606 || Iter Time:0.016415119171142578 || Total time:27.776073932647705 Iteration: 774 || Clusters count: 15 || Log posterior: -3725.658733373393 || Iter Time:0.0387728214263916 || Total time:27.814846754074097 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-3689.915205312648 || Iter Time:0.039431095123291016 || Total time:27.985965490341187 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 781 || Clusters count: 15 || Log posterior: -3706.668236498426 || Iter Time:0.016212940216064453 || Total time:28.00217843055725 Iteration: 782 || Clusters count: 15 || Log posterior: -3668.870495991595 || Iter Time:0.0634770393371582 || Total time:28.06565546989441 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 783 || Clusters count: 15 || Log posterior: -3737.002136496448 || Iter Time:0.01673102378845215 || Total time:28.08238649368286 Iteration: 784 || Clusters count: 15 || Log posterior: -3696.9994016419782 || Iter Time:0.04000401496887207 || Total time:28.122390508651733 Loading and distributing data: 0.000402 seconds (140 allocations: 13.180 KiB) Iteration: 785 || Clusters count: 15 || Log posterior: -3765.1271814660117 || Iter Time:0.016839027404785156 || Total 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Iteration: 808 || Clusters count: 15 || Log posterior: -3685.5149678077705 || Iter Time:0.08442091941833496 || Total time:28.873191118240356 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 809 || Clusters count: 15 || Log posterior: -3725.857079996377 || Iter Time:0.018859148025512695 || Total time:28.89205026626587 Iteration: 810 || Clusters count: 15 || Log posterior: -3690.6542510832965 || Iter Time:0.04707002639770508 || Total time:28.939120292663574 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 811 || Clusters count: 15 || Log posterior: -3732.9033732978105 || Iter Time:0.018397092819213867 || Total time:28.957517385482788 Iteration: 812 || Clusters count: 15 || Log posterior: -3688.301754482707 || Iter Time:0.041873931884765625 || Total time:28.999391317367554 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 813 || Clusters count: 15 || Log posterior: -3763.3716079303995 || Iter Time:0.016949176788330078 || Total time:29.016340494155884 Iteration: 814 || Clusters count: 15 || Log posterior: -3734.638077192026 || Iter Time:0.04193902015686035 || Total time:29.058279514312744 Loading and distributing data: 0.000229 seconds (140 allocations: 13.180 KiB) Iteration: 815 || Clusters count: 15 || Log posterior: -3818.9557094522957 || Iter Time:0.01707291603088379 || Total time:29.075352430343628 Iteration: 816 || Clusters count: 15 || Log posterior: -3757.4266487036116 || Iter Time:0.03925585746765137 || Total time:29.11460828781128 Loading and distributing data: 0.000227 seconds (140 allocations: 13.180 KiB) Iteration: 817 || Clusters count: 15 || Log posterior: -3785.873710795434 || Iter Time:0.018584012985229492 || Total time:29.13319230079651 Iteration: 818 || Clusters count: 15 || Log posterior: -3757.74013098464 || Iter Time:0.042135000228881836 || Total time:29.17532730102539 Loading and distributing data: 0.000233 seconds (140 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Log posterior: -3736.0409442833097 || Iter Time:0.03883004188537598 || Total time:29.51391911506653 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 831 || Clusters count: 15 || Log posterior: -3762.342172285489 || Iter Time:0.016830921173095703 || Total time:29.530750036239624 Iteration: 832 || Clusters count: 15 || Log posterior: -3740.9293879320326 || Iter Time:0.06121206283569336 || Total time:29.591962099075317 Loading and distributing data: 0.000204 seconds (140 allocations: 13.211 KiB) Iteration: 833 || Clusters count: 15 || Log posterior: -3753.4714830714456 || Iter Time:0.01644301414489746 || Total time:29.608405113220215 Iteration: 834 || Clusters count: 15 || Log posterior: -3727.902843146713 || Iter Time:0.03866696357727051 || Total time:29.647072076797485 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 835 || Clusters count: 15 || Log posterior: -3767.342180337256 || Iter 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Iteration: 841 || Clusters count: 15 || Log posterior: -3750.0992031812816 || Iter Time:0.01684713363647461 || Total time:29.83292007446289 Iteration: 842 || Clusters count: 15 || Log posterior: -3719.586757938335 || Iter Time:0.038815975189208984 || Total time:29.8717360496521 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 843 || Clusters count: 15 || Log posterior: -3786.1255552274342 || Iter Time:0.016427040100097656 || Total time:29.888163089752197 Iteration: 844 || Clusters count: 15 || Log posterior: -3754.0785862831017 || Iter Time:0.03874492645263672 || Total time:29.926908016204834 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 845 || Clusters count: 15 || Log posterior: -3775.1966088412796 || Iter Time:0.016517162322998047 || Total time:29.943425178527832 Iteration: 846 || Clusters count: 15 || Log posterior: -3743.4522096476367 || Iter Time:0.039273977279663086 || Total 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Iteration: 863 || Clusters count: 15 || Log posterior: -3815.704698777478 || Iter Time:0.01847100257873535 || Total time:30.48196291923523 Iteration: 864 || Clusters count: 15 || Log posterior: -3778.78103306004 || Iter Time:0.045532941818237305 || Total time:30.527495861053467 Loading and distributing data: 0.000241 seconds (140 allocations: 13.180 KiB) Iteration: 865 || Clusters count: 15 || Log posterior: -3801.085331502934 || Iter Time:0.019015073776245117 || Total time:30.546510934829712 Iteration: 866 || Clusters count: 15 || Log posterior: -3774.673709883772 || Iter Time:0.03922915458679199 || Total time:30.585740089416504 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 867 || Clusters count: 15 || Log posterior: -3800.6360693213896 || Iter Time:0.017479896545410156 || Total time:30.603219985961914 Iteration: 868 || Clusters count: 15 || Log posterior: -3760.3004984030404 || Iter Time:0.050907135009765625 || Total time:30.65412712097168 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-3740.1242337605845 || Iter Time:0.03948807716369629 || Total time:30.835224151611328 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 875 || Clusters count: 15 || Log posterior: -3771.9024264257005 || Iter Time:0.01713109016418457 || Total time:30.852355241775513 Iteration: 876 || Clusters count: 15 || Log posterior: -3732.9660765449194 || Iter Time:0.039582014083862305 || Total time:30.891937255859375 Loading and distributing data: 0.000220 seconds (140 allocations: 13.180 KiB) Iteration: 877 || Clusters count: 15 || Log posterior: -3766.4375832133464 || Iter Time:0.016916990280151367 || Total time:30.908854246139526 Iteration: 878 || Clusters count: 15 || Log posterior: -3734.6706411147957 || Iter Time:0.037731170654296875 || Total time:30.946585416793823 Loading and distributing data: 0.000223 seconds (140 allocations: 13.180 KiB) Iteration: 879 || Clusters count: 15 || Log posterior: -3738.971261566089 || Iter Time:0.01578497886657715 || Total time:30.9623703956604 Iteration: 880 || Clusters count: 15 || Log posterior: -3705.277452992211 || Iter Time:0.03766512870788574 || Total time:31.000035524368286 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 881 || Clusters count: 15 || Log posterior: -3785.558674971896 || Iter Time:0.01571202278137207 || Total time:31.015747547149658 Iteration: 882 || Clusters count: 15 || Log posterior: -3748.142311760689 || Iter Time:0.06252908706665039 || Total time:31.07827663421631 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 883 || Clusters count: 15 || Log posterior: -3774.5226264434878 || Iter Time:0.015661001205444336 || Total time:31.093937635421753 Iteration: 884 || Clusters count: 15 || Log posterior: -3737.784796013649 || Iter Time:0.03855586051940918 || Total time:31.132493495941162 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 885 || Clusters count: 15 || Log posterior: -3737.349352771094 || Iter Time:0.016193866729736328 || Total time:31.1486873626709 Iteration: 886 || Clusters count: 15 || Log posterior: -3704.723127202232 || Iter Time:0.03874015808105469 || Total time:31.187427520751953 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 887 || Clusters count: 15 || Log posterior: -3704.603794528718 || Iter Time:0.015425920486450195 || Total time:31.202853441238403 Iteration: 888 || Clusters count: 15 || Log posterior: -3666.2270323074667 || Iter Time:0.03816509246826172 || Total time:31.241018533706665 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 889 || Clusters count: 15 || Log posterior: -3736.3838273990013 || Iter Time:0.016448974609375 || Total time:31.25746750831604 Iteration: 890 || Clusters count: 15 || Log posterior: -3700.2394309673177 || Iter Time:0.043785810470581055 || Total time:31.30125331878662 Loading and distributing data: 0.000234 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|| Log posterior: -3762.594704057021 || Iter Time:0.01855921745300293 || Total time:34.24115967750549 Iteration: 986 || Clusters count: 15 || Log posterior: -3711.112430871919 || Iter Time:0.040702104568481445 || Total time:34.281861782073975 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 987 || Clusters count: 15 || Log posterior: -3746.772165914725 || Iter Time:0.018735170364379883 || Total time:34.300596952438354 Iteration: 988 || Clusters count: 15 || Log posterior: -3683.267694957691 || Iter Time:0.03962206840515137 || Total time:34.340219020843506 Loading and distributing data: 0.000209 seconds (140 allocations: 13.180 KiB) Iteration: 989 || Clusters count: 15 || Log posterior: -3794.2103118424757 || Iter Time:0.01753997802734375 || Total time:34.35775899887085 Iteration: 990 || Clusters count: 15 || Log posterior: -3730.1479865282645 || Iter Time:0.04068279266357422 || Total time:34.398441791534424 Loading and distributing data: 0.000222 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Iteration: 1013 || Clusters count: 15 || Log posterior: -3730.033565697621 || Iter Time:0.015963077545166016 || Total time:35.06045699119568 Iteration: 1014 || Clusters count: 15 || Log posterior: -3700.1944240556118 || Iter Time:0.03840208053588867 || Total time:35.09885907173157 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1015 || Clusters count: 15 || Log posterior: -3644.870481111499 || Iter Time:0.015965938568115234 || Total time:35.11482501029968 Iteration: 1016 || Clusters count: 15 || Log posterior: -3621.646227635084 || Iter Time:0.042218923568725586 || Total time:35.15704393386841 Loading and distributing data: 0.000186 seconds (140 allocations: 13.180 KiB) Iteration: 1017 || Clusters count: 15 || Log posterior: -3670.7273190484975 || Iter Time:0.014383077621459961 || Total time:35.17142701148987 Iteration: 1018 || Clusters count: 15 || Log posterior: -3649.687611245365 || Iter Time:0.03931307792663574 || Total 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Iteration: 1035 || Clusters count: 15 || Log posterior: -3772.6047980190774 || Iter Time:0.016390085220336914 || Total time:35.64481568336487 Iteration: 1036 || Clusters count: 15 || Log posterior: -3735.239695806762 || Iter Time:0.039032936096191406 || Total time:35.68384861946106 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1037 || Clusters count: 15 || Log posterior: -3784.0388489027655 || Iter Time:0.02192091941833496 || Total time:35.705769538879395 Iteration: 1038 || Clusters count: 15 || Log posterior: -3752.6765761151264 || Iter Time:0.043556928634643555 || Total time:35.74932646751404 Loading and distributing data: 0.000189 seconds (140 allocations: 13.180 KiB) Iteration: 1039 || Clusters count: 15 || Log posterior: -3748.108526180615 || Iter Time:0.018352031707763672 || Total time:35.7676784992218 Iteration: 1040 || Clusters count: 15 || Log posterior: -3688.5651361137834 || Iter Time:0.03910994529724121 || Total 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Iteration: 1057 || Clusters count: 15 || Log posterior: -3728.2668469844566 || Iter Time:0.018587112426757812 || Total time:36.252299547195435 Iteration: 1058 || Clusters count: 15 || Log posterior: -3700.6272865145124 || Iter Time:0.04986906051635742 || Total time:36.30216860771179 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1059 || Clusters count: 15 || Log posterior: -3727.5953215981554 || Iter Time:0.017538070678710938 || Total time:36.3197066783905 Iteration: 1060 || Clusters count: 15 || Log posterior: -3700.494689353465 || Iter Time:0.04098200798034668 || Total time:36.36068868637085 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1061 || Clusters count: 15 || Log posterior: -3751.105613904908 || Iter Time:0.01770496368408203 || Total time:36.37839365005493 Iteration: 1062 || Clusters count: 15 || Log posterior: -3718.964872401035 || Iter Time:0.04174089431762695 || Total time:36.42013454437256 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-3717.466894831736 || Iter Time:0.039955854415893555 || Total time:36.597327709198 Loading and distributing data: 0.000216 seconds (140 allocations: 13.180 KiB) Iteration: 1069 || Clusters count: 15 || Log posterior: -3731.7049796409146 || Iter Time:0.016546964645385742 || Total time:36.613874673843384 Iteration: 1070 || Clusters count: 15 || Log posterior: -3702.121021383113 || Iter Time:0.03991889953613281 || Total time:36.65379357337952 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1071 || Clusters count: 15 || Log posterior: -3721.4456360443896 || Iter Time:0.0179901123046875 || Total time:36.671783685684204 Iteration: 1072 || Clusters count: 15 || Log posterior: -3687.388653610305 || Iter Time:0.039167165756225586 || Total time:36.71095085144043 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 1073 || Clusters count: 15 || Log posterior: -3743.7544053024712 || Iter Time:0.016911029815673828 || Total 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Iteration: 1096 || Clusters count: 15 || Log posterior: -3754.1057785663766 || Iter Time:0.04077482223510742 || Total time:37.425578117370605 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 1097 || Clusters count: 15 || Log posterior: -3797.247938833533 || Iter Time:0.016485214233398438 || Total time:37.442063331604004 Iteration: 1098 || Clusters count: 15 || Log posterior: -3749.6806281056165 || Iter Time:0.04597902297973633 || Total time:37.48804235458374 Loading and distributing data: 0.000222 seconds (140 allocations: 13.180 KiB) Iteration: 1099 || Clusters count: 15 || Log posterior: -3770.0993662230962 || Iter Time:0.016900062561035156 || Total time:37.504942417144775 Iteration: 1100 || Clusters count: 15 || Log posterior: -3743.1785418658324 || Iter Time:0.03942394256591797 || Total time:37.54436635971069 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1101 || Clusters count: 15 || Log posterior: 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|| Total time:37.91288089752197 Loading and distributing data: 0.000216 seconds (140 allocations: 13.180 KiB) Iteration: 1113 || Clusters count: 15 || Log posterior: -3786.4515194866963 || Iter Time:0.01933598518371582 || Total time:37.93221688270569 Iteration: 1114 || Clusters count: 15 || Log posterior: -3716.9776242048215 || Iter Time:0.0418550968170166 || Total time:37.974071979522705 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 1115 || Clusters count: 15 || Log posterior: -3782.20344198398 || Iter Time:0.016766071319580078 || Total time:37.990838050842285 Iteration: 1116 || Clusters count: 15 || Log posterior: -3750.7704239109607 || Iter Time:0.0399169921875 || Total time:38.030755043029785 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1117 || Clusters count: 15 || Log posterior: -3762.239046268177 || Iter Time:0.016857147216796875 || Total time:38.04761219024658 Iteration: 1118 || Clusters 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Iteration: 1129 || Clusters count: 15 || Log posterior: -3744.826801166408 || Iter Time:0.025633811950683594 || Total time:38.438509941101074 Iteration: 1130 || Clusters count: 15 || Log posterior: -3706.2502024522887 || Iter Time:0.045625925064086914 || Total time:38.48413586616516 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1131 || Clusters count: 15 || Log posterior: -3774.1516559552724 || Iter Time:0.016810894012451172 || Total time:38.50094676017761 Iteration: 1132 || Clusters count: 15 || Log posterior: -3748.454399093647 || Iter Time:0.03982186317443848 || Total time:38.54076862335205 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 1133 || Clusters count: 15 || Log posterior: -3814.4889396406415 || Iter Time:0.01700282096862793 || Total time:38.55777144432068 Iteration: 1134 || Clusters count: 15 || Log posterior: -3775.0739313188915 || Iter Time:0.04094290733337402 || Total 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15 || Log posterior: -3723.6469765377456 || Iter Time:0.04516291618347168 || Total time:38.776726961135864 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1141 || Clusters count: 15 || Log posterior: -3813.812069517507 || Iter Time:0.018160104751586914 || Total time:38.79488706588745 Iteration: 1142 || Clusters count: 15 || Log posterior: -3758.80143123618 || Iter Time:0.043708086013793945 || Total time:38.838595151901245 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1143 || Clusters count: 15 || Log posterior: -3807.461245514329 || Iter Time:0.017799854278564453 || Total time:38.85639500617981 Iteration: 1144 || Clusters count: 15 || Log posterior: -3762.597366905158 || Iter Time:0.045903921127319336 || Total time:38.90229892730713 Loading and distributing data: 0.000216 seconds (140 allocations: 13.180 KiB) Iteration: 1145 || Clusters count: 15 || Log posterior: -3783.641203883407 || Iter 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Iteration: 1151 || Clusters count: 15 || Log posterior: -3752.1174701912846 || Iter Time:0.018352985382080078 || Total time:39.10584330558777 Iteration: 1152 || Clusters count: 15 || Log posterior: -3731.1103126128482 || Iter Time:0.0655829906463623 || Total time:39.17142629623413 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1153 || Clusters count: 15 || Log posterior: -3791.955378537399 || Iter Time:0.016422033309936523 || Total time:39.18784832954407 Iteration: 1154 || Clusters count: 15 || Log posterior: -3755.658218302259 || Iter Time:0.03799295425415039 || Total time:39.22584128379822 Loading and distributing data: 0.000224 seconds (140 allocations: 13.180 KiB) Iteration: 1155 || Clusters count: 15 || Log posterior: -3771.751419445978 || Iter Time:0.016714811325073242 || Total time:39.24255609512329 Iteration: 1156 || Clusters count: 15 || Log posterior: -3736.5831125223262 || Iter Time:0.038439035415649414 || Total 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Iteration: 1173 || Clusters count: 15 || Log posterior: -3707.714960264606 || Iter Time:0.0159609317779541 || Total time:39.73158383369446 Iteration: 1174 || Clusters count: 15 || Log posterior: -3673.983098079704 || Iter Time:0.03685116767883301 || Total time:39.76843500137329 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1175 || Clusters count: 15 || Log posterior: -3734.0883998971312 || Iter Time:0.01593303680419922 || Total time:39.78436803817749 Iteration: 1176 || Clusters count: 15 || Log posterior: -3680.4802353446653 || Iter Time:0.060791969299316406 || Total time:39.84516000747681 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1177 || Clusters count: 15 || Log posterior: -3744.601254919539 || Iter Time:0.01656508445739746 || Total time:39.861725091934204 Iteration: 1178 || Clusters count: 15 || Log posterior: -3719.9721694953373 || Iter Time:0.03662395477294922 || Total time:39.89834904670715 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 1179 || Clusters count: 15 || Log posterior: -3770.5103381454624 || Iter Time:0.016029834747314453 || Total time:39.91437888145447 Iteration: 1180 || Clusters count: 15 || Log posterior: -3732.6774666972174 || Iter Time:0.03868603706359863 || Total time:39.953064918518066 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1181 || Clusters count: 15 || Log posterior: -3787.1726008060314 || Iter Time:0.01648998260498047 || Total time:39.96955490112305 Iteration: 1182 || Clusters count: 15 || Log posterior: -3735.083452191755 || Iter Time:0.03812003135681152 || Total time:40.00767493247986 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1183 || Clusters count: 15 || Log posterior: -3788.013677275318 || Iter Time:0.016592979431152344 || Total time:40.02426791191101 Iteration: 1184 || Clusters count: 15 || Log posterior: -3721.08496400313 || Iter Time:0.03830718994140625 || Total time:40.06257510185242 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1185 || Clusters count: 15 || Log posterior: -3728.520383851533 || Iter Time:0.015944957733154297 || Total time:40.07852005958557 Iteration: 1186 || Clusters count: 15 || Log posterior: -3688.8557616877483 || Iter Time:0.03708505630493164 || Total time:40.1156051158905 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1187 || Clusters count: 15 || Log posterior: -3695.0552147428803 || Iter Time:0.015858173370361328 || Total time:40.131463289260864 Iteration: 1188 || Clusters count: 15 || Log posterior: -3673.1310862078335 || Iter Time:0.03801918029785156 || Total time:40.169482469558716 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1189 || Clusters count: 15 || Log posterior: -3740.830017097792 || Iter Time:0.01722884178161621 || Total 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Iteration: 1212 || Clusters count: 15 || Log posterior: -3764.1266012194933 || Iter Time:0.036911964416503906 || Total time:40.84211587905884 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1213 || Clusters count: 15 || Log posterior: -3773.076529469771 || Iter Time:0.0158388614654541 || Total time:40.85795474052429 Iteration: 1214 || Clusters count: 15 || Log posterior: -3736.923132463467 || Iter Time:0.03757977485656738 || Total time:40.89553451538086 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1215 || Clusters count: 15 || Log posterior: -3832.5572612891015 || Iter Time:0.015495061874389648 || Total time:40.91102957725525 Iteration: 1216 || Clusters count: 15 || Log posterior: -3766.8664787186885 || Iter Time:0.03741812705993652 || Total time:40.948447704315186 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 1217 || Clusters count: 15 || Log posterior: 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Iteration: 1245 || Clusters count: 15 || Log posterior: -3812.4995206461062 || Iter Time:0.015610933303833008 || Total time:41.73581671714783 Iteration: 1246 || Clusters count: 15 || Log posterior: -3770.988865618556 || Iter Time:0.03687000274658203 || Total time:41.77268671989441 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1247 || Clusters count: 15 || Log posterior: -3787.391197010476 || Iter Time:0.016054868698120117 || Total time:41.78874158859253 Iteration: 1248 || Clusters count: 15 || Log posterior: -3741.0216561079383 || Iter Time:0.06424403190612793 || Total time:41.85298562049866 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1249 || Clusters count: 15 || Log posterior: -3766.425000988294 || Iter Time:0.016249895095825195 || Total time:41.86923551559448 Iteration: 1250 || Clusters count: 15 || Log posterior: -3726.423066877412 || Iter Time:0.03655385971069336 || Total 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|| Log posterior: -3741.1439624937584 || Iter Time:0.036438941955566406 || Total time:42.06519961357117 Loading and distributing data: 0.000193 seconds (140 allocations: 13.180 KiB) Iteration: 1257 || Clusters count: 15 || Log posterior: -3788.1478592288986 || Iter Time:0.016061067581176758 || Total time:42.081260681152344 Iteration: 1258 || Clusters count: 15 || Log posterior: -3729.4389627757896 || Iter Time:0.03803396224975586 || Total time:42.1192946434021 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1259 || Clusters count: 15 || Log posterior: -3767.0402754012193 || Iter Time:0.01597905158996582 || Total time:42.135273694992065 Iteration: 1260 || Clusters count: 15 || Log posterior: -3734.711749230922 || Iter Time:0.037225961685180664 || Total time:42.172499656677246 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1261 || Clusters count: 15 || Log posterior: -3815.2444992324104 || Iter 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Iteration: 1267 || Clusters count: 15 || Log posterior: -3824.8414716288016 || Iter Time:0.018245220184326172 || Total time:42.35724902153015 Iteration: 1268 || Clusters count: 15 || Log posterior: -3789.9446956181964 || Iter Time:0.03967595100402832 || Total time:42.39692497253418 Loading and distributing data: 0.000196 seconds (140 allocations: 13.211 KiB) Iteration: 1269 || Clusters count: 15 || Log posterior: -3824.76124176137 || Iter Time:0.016247034072875977 || Total time:42.413172006607056 Iteration: 1270 || Clusters count: 15 || Log posterior: -3790.2644506552233 || Iter Time:0.038580894470214844 || Total time:42.45175290107727 Loading and distributing data: 0.000216 seconds (140 allocations: 13.180 KiB) Iteration: 1271 || Clusters count: 15 || Log posterior: -3810.6459200622103 || Iter Time:0.01740288734436035 || Total time:42.46915578842163 Iteration: 1272 || Clusters count: 15 || Log posterior: -3739.1267746210456 || Iter Time:0.06450104713439941 || Total 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Iteration: 1289 || Clusters count: 15 || Log posterior: -3810.6725396615248 || Iter Time:0.015996932983398438 || Total time:42.98103427886963 Iteration: 1290 || Clusters count: 15 || Log posterior: -3779.815262861135 || Iter Time:0.03691697120666504 || Total time:43.017951250076294 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1291 || Clusters count: 15 || Log posterior: -3790.3481160231995 || Iter Time:0.015936851501464844 || Total time:43.03388810157776 Iteration: 1292 || Clusters count: 15 || Log posterior: -3750.399383951845 || Iter Time:0.03654193878173828 || Total time:43.0704300403595 Loading and distributing data: 0.000199 seconds (140 allocations: 13.211 KiB) Iteration: 1293 || Clusters count: 15 || Log posterior: -3750.3524327110326 || Iter Time:0.016145944595336914 || Total time:43.086575984954834 Iteration: 1294 || Clusters count: 15 || Log posterior: -3723.2702536607235 || Iter Time:0.036309003829956055 || Total 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Iteration: 1311 || Clusters count: 15 || Log posterior: -3779.5445095110404 || Iter Time:0.01579904556274414 || Total time:43.588762044906616 Iteration: 1312 || Clusters count: 15 || Log posterior: -3737.0121342239513 || Iter Time:0.03618288040161133 || Total time:43.62494492530823 Loading and distributing data: 0.000203 seconds (140 allocations: 13.211 KiB) Iteration: 1313 || Clusters count: 15 || Log posterior: -3750.781540629475 || Iter Time:0.01584005355834961 || Total time:43.64078497886658 Iteration: 1314 || Clusters count: 15 || Log posterior: -3717.3532094622983 || Iter Time:0.03646993637084961 || Total time:43.67725491523743 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1315 || Clusters count: 15 || Log posterior: -3787.223025669479 || Iter Time:0.01578807830810547 || Total time:43.69304299354553 Iteration: 1316 || Clusters count: 15 || Log posterior: -3747.4317177737958 || Iter Time:0.036728858947753906 || Total 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Iteration: 1333 || Clusters count: 15 || Log posterior: -3736.9406878062064 || Iter Time:0.015390872955322266 || Total time:44.19741106033325 Iteration: 1334 || Clusters count: 15 || Log posterior: -3702.1454384238405 || Iter Time:0.040515899658203125 || Total time:44.237926959991455 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 1335 || Clusters count: 15 || Log posterior: -3738.3630142632264 || Iter Time:0.016391992568969727 || Total time:44.254318952560425 Iteration: 1336 || Clusters count: 15 || Log posterior: -3712.844394767993 || Iter Time:0.036559104919433594 || Total time:44.29087805747986 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1337 || Clusters count: 15 || Log posterior: -3794.889871272219 || Iter Time:0.016345977783203125 || Total time:44.30722403526306 Iteration: 1338 || Clusters count: 15 || Log posterior: -3759.60532390685 || Iter Time:0.037695884704589844 || Total 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Iteration: 1377 || Clusters count: 15 || Log posterior: -3787.4346108901996 || Iter Time:0.015493154525756836 || Total time:45.395485162734985 Iteration: 1378 || Clusters count: 15 || Log posterior: -3736.5145875729927 || Iter Time:0.03651595115661621 || Total time:45.4320011138916 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1379 || Clusters count: 15 || Log posterior: -3851.3391165291937 || Iter Time:0.015333175659179688 || Total time:45.44733428955078 Iteration: 1380 || Clusters count: 15 || Log posterior: -3812.493062455975 || Iter Time:0.03574204444885254 || Total time:45.483076333999634 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1381 || Clusters count: 15 || Log posterior: -3815.3023876379093 || Iter Time:0.015281200408935547 || Total time:45.49835753440857 Iteration: 1382 || Clusters count: 15 || Log posterior: -3786.290223356217 || Iter Time:0.03550291061401367 || Total 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-3780.986526519182 || Iter Time:0.03638291358947754 || Total time:46.886372566223145 Loading and distributing data: 0.000223 seconds (140 allocations: 13.180 KiB) Iteration: 1433 || Clusters count: 15 || Log posterior: -3764.1984367374766 || Iter Time:0.01736617088317871 || Total time:46.90373873710632 Iteration: 1434 || Clusters count: 15 || Log posterior: -3733.773880399282 || Iter Time:0.038336992263793945 || Total time:46.94207572937012 Loading and distributing data: 0.000193 seconds (140 allocations: 13.180 KiB) Iteration: 1435 || Clusters count: 15 || Log posterior: -3762.539636495207 || Iter Time:0.016067981719970703 || Total time:46.95814371109009 Iteration: 1436 || Clusters count: 15 || Log posterior: -3704.877159924101 || Iter Time:0.03727412223815918 || Total time:46.99541783332825 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 1437 || Clusters count: 15 || Log posterior: -3766.896330631344 || Iter Time:0.01585102081298828 || Total 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Iteration: 1460 || Clusters count: 15 || Log posterior: -3694.7337773865825 || Iter Time:0.03584408760070801 || Total time:47.65679430961609 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1461 || Clusters count: 15 || Log posterior: -3761.8316977312247 || Iter Time:0.01563715934753418 || Total time:47.67243146896362 Iteration: 1462 || Clusters count: 15 || Log posterior: -3739.4100521857713 || Iter Time:0.03622698783874512 || Total time:47.70865845680237 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 1463 || Clusters count: 15 || Log posterior: -3838.9950099223324 || Iter Time:0.015700817108154297 || Total time:47.72435927391052 Iteration: 1464 || Clusters count: 15 || Log posterior: -3809.8266845052176 || Iter Time:0.03574705123901367 || Total time:47.760106325149536 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1465 || Clusters count: 15 || Log posterior: -3792.523946500593 || Iter Time:0.01547098159790039 || Total time:47.77557730674744 Iteration: 1466 || Clusters count: 15 || Log posterior: -3763.426219329968 || Iter Time:0.03583717346191406 || Total time:47.81141448020935 Loading and distributing data: 0.000192 seconds (140 allocations: 13.180 KiB) Iteration: 1467 || Clusters count: 15 || Log posterior: -3786.1001878320235 || Iter Time:0.016116857528686523 || Total time:47.82753133773804 Iteration: 1468 || Clusters count: 15 || Log posterior: -3745.8765772438896 || Iter Time:0.06033921241760254 || Total time:47.88787055015564 Loading and distributing data: 0.000207 seconds (140 allocations: 13.211 KiB) Iteration: 1469 || Clusters count: 15 || Log posterior: -3787.411034743514 || Iter Time:0.01534891128540039 || Total time:47.90321946144104 Iteration: 1470 || Clusters count: 15 || Log posterior: -3742.7197640989443 || Iter Time:0.03708505630493164 || Total time:47.94030451774597 Loading and distributing data: 0.000194 seconds (140 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15 || Log posterior: -3778.356147766426 || Iter Time:0.04210710525512695 || Total time:48.26061749458313 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 1483 || Clusters count: 15 || Log posterior: -3823.618031897238 || Iter Time:0.018187999725341797 || Total time:48.27880549430847 Iteration: 1484 || Clusters count: 15 || Log posterior: -3783.0242761039995 || Iter Time:0.037554025650024414 || Total time:48.316359519958496 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1485 || Clusters count: 15 || Log posterior: -3772.700159202106 || Iter Time:0.01657390594482422 || Total time:48.33293342590332 Iteration: 1486 || Clusters count: 15 || Log posterior: -3731.953303606447 || Iter Time:0.03843402862548828 || Total time:48.37136745452881 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1487 || Clusters count: 15 || Log posterior: -3782.112886143072 || Iter 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Iteration: 1493 || Clusters count: 15 || Log posterior: -3804.143666116443 || Iter Time:0.04648995399475098 || Total time:48.585344552993774 Iteration: 1494 || Clusters count: 15 || Log posterior: -3768.8511456517194 || Iter Time:0.03940701484680176 || Total time:48.624751567840576 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1495 || Clusters count: 15 || Log posterior: -3811.892225480285 || Iter Time:0.016882896423339844 || Total time:48.641634464263916 Iteration: 1496 || Clusters count: 15 || Log posterior: -3746.21566235624 || Iter Time:0.039006948471069336 || Total time:48.680641412734985 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1497 || Clusters count: 15 || Log posterior: -3827.0258565037243 || Iter Time:0.016868114471435547 || Total time:48.69750952720642 Iteration: 1498 || Clusters count: 15 || Log posterior: -3759.8059958884287 || Iter Time:0.03844785690307617 || Total 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15 || Log posterior: -3771.908999061993 || Iter Time:0.04038715362548828 || Total time:48.91128063201904 Loading and distributing data: 0.000209 seconds (140 allocations: 13.180 KiB) Iteration: 1505 || Clusters count: 15 || Log posterior: -3783.188521868069 || Iter Time:0.018098115921020508 || Total time:48.92937874794006 Iteration: 1506 || Clusters count: 15 || Log posterior: -3748.5987111488535 || Iter Time:0.04042196273803711 || Total time:48.9698007106781 Loading and distributing data: 0.000299 seconds (140 allocations: 13.180 KiB) Iteration: 1507 || Clusters count: 15 || Log posterior: -3758.628595386506 || Iter Time:0.017004966735839844 || Total time:48.98680567741394 Iteration: 1508 || Clusters count: 15 || Log posterior: -3734.4908365028577 || Iter Time:0.04032087326049805 || Total time:49.02712655067444 Loading and distributing data: 0.000261 seconds (140 allocations: 13.180 KiB) Iteration: 1509 || Clusters count: 15 || Log posterior: -3779.558128669996 || Iter 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Iteration: 1515 || Clusters count: 15 || Log posterior: -3797.1081142154017 || Iter Time:0.0169069766998291 || Total time:49.22354173660278 Iteration: 1516 || Clusters count: 15 || Log posterior: -3753.536966694527 || Iter Time:0.038594961166381836 || Total time:49.262136697769165 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1517 || Clusters count: 15 || Log posterior: -3811.4903233210653 || Iter Time:0.016897916793823242 || Total time:49.27903461456299 Iteration: 1518 || Clusters count: 15 || Log posterior: -3762.754139243367 || Iter Time:0.06515693664550781 || Total time:49.344191551208496 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1519 || Clusters count: 15 || Log posterior: -3774.191137401427 || Iter Time:0.017022132873535156 || Total time:49.36121368408203 Iteration: 1520 || Clusters count: 15 || Log posterior: -3733.355531416442 || Iter Time:0.03900599479675293 || Total 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15 || Log posterior: -3727.342461430163 || Iter Time:0.042405128479003906 || Total time:49.57360291481018 Loading and distributing data: 0.000222 seconds (140 allocations: 13.180 KiB) Iteration: 1527 || Clusters count: 15 || Log posterior: -3793.407954325755 || Iter Time:0.01707911491394043 || Total time:49.59068202972412 Iteration: 1528 || Clusters count: 15 || Log posterior: -3745.556132018765 || Iter Time:0.03859400749206543 || Total time:49.62927603721619 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1529 || Clusters count: 15 || Log posterior: -3781.7824442095543 || Iter Time:0.01696300506591797 || Total time:49.646239042282104 Iteration: 1530 || Clusters count: 15 || Log posterior: -3751.9736131004247 || Iter Time:0.03938794136047363 || Total time:49.68562698364258 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1531 || Clusters count: 15 || Log posterior: -3794.4815560653296 || Iter 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Iteration: 1537 || Clusters count: 15 || Log posterior: -3797.2593490943627 || Iter Time:0.016654014587402344 || Total time:49.87485480308533 Iteration: 1538 || Clusters count: 15 || Log posterior: -3758.4998459347917 || Iter Time:0.038353919982910156 || Total time:49.91320872306824 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1539 || Clusters count: 15 || Log posterior: -3861.308689807135 || Iter Time:0.016798019409179688 || Total time:49.93000674247742 Iteration: 1540 || Clusters count: 15 || Log posterior: -3809.8641533393406 || Iter Time:0.04037904739379883 || Total time:49.970385789871216 Loading and distributing data: 0.000253 seconds (140 allocations: 13.180 KiB) Iteration: 1541 || Clusters count: 15 || Log posterior: -3802.997603507922 || Iter Time:0.01866602897644043 || Total time:49.989051818847656 Iteration: 1542 || Clusters count: 15 || Log posterior: -3755.7154614431442 || Iter Time:0.06315898895263672 || Total 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Iteration: 1559 || Clusters count: 15 || Log posterior: -3790.6495531574224 || Iter Time:0.016777992248535156 || Total time:50.532630920410156 Iteration: 1560 || Clusters count: 15 || Log posterior: -3744.6991737549806 || Iter Time:0.038372039794921875 || Total time:50.57100296020508 Loading and distributing data: 0.000194 seconds (140 allocations: 13.180 KiB) Iteration: 1561 || Clusters count: 15 || Log posterior: -3836.0345171898384 || Iter Time:0.016323089599609375 || Total time:50.58732604980469 Iteration: 1562 || Clusters count: 15 || Log posterior: -3803.447733174407 || Iter Time:0.03839993476867676 || Total time:50.625725984573364 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1563 || Clusters count: 15 || Log posterior: -3816.2327313500723 || Iter Time:0.01636505126953125 || Total time:50.642091035842896 Iteration: 1564 || Clusters count: 15 || Log posterior: -3758.195894016227 || Iter Time:0.038205862045288086 || Total 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15 || Log posterior: -3782.7183340880524 || Iter Time:0.0397028923034668 || Total time:50.88476872444153 Loading and distributing data: 0.000193 seconds (140 allocations: 13.180 KiB) Iteration: 1571 || Clusters count: 15 || Log posterior: -3800.274953492939 || Iter Time:0.016654014587402344 || Total time:50.90142273902893 Iteration: 1572 || Clusters count: 15 || Log posterior: -3759.1176216781073 || Iter Time:0.03860282897949219 || Total time:50.94002556800842 Loading and distributing data: 0.000196 seconds (140 allocations: 13.180 KiB) Iteration: 1573 || Clusters count: 15 || Log posterior: -3741.032783039098 || Iter Time:0.01655101776123047 || Total time:50.95657658576965 Iteration: 1574 || Clusters count: 15 || Log posterior: -3714.0172383739223 || Iter Time:0.04008603096008301 || Total time:50.996662616729736 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1575 || Clusters count: 15 || Log posterior: -3767.0827155207894 || Iter 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Iteration: 1581 || Clusters count: 15 || Log posterior: -3780.985058264495 || Iter Time:0.016618013381958008 || Total time:51.181260108947754 Iteration: 1582 || Clusters count: 15 || Log posterior: -3744.3397269745296 || Iter Time:0.03822898864746094 || Total time:51.219489097595215 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1583 || Clusters count: 15 || Log posterior: -3789.1009461124368 || Iter Time:0.0165708065032959 || Total time:51.23605990409851 Iteration: 1584 || Clusters count: 15 || Log posterior: -3746.5273708254667 || Iter Time:0.039340972900390625 || Total time:51.2754008769989 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1585 || Clusters count: 15 || Log posterior: -3768.69180925451 || Iter Time:0.01706719398498535 || Total time:51.29246807098389 Iteration: 1586 || Clusters count: 15 || Log posterior: -3728.6941496552963 || Iter Time:0.03877592086791992 || Total time:51.33124399185181 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Iteration: 1653 || Clusters count: 15 || Log posterior: -3685.784411125249 || Iter Time:0.015378952026367188 || Total time:53.361552000045776 Iteration: 1654 || Clusters count: 15 || Log posterior: -3668.04178168801 || Iter Time:0.0407261848449707 || Total time:53.40227818489075 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1655 || Clusters count: 15 || Log posterior: -3742.0267267989852 || Iter Time:0.016352176666259766 || Total time:53.41863036155701 Iteration: 1656 || Clusters count: 15 || Log posterior: -3703.2714796739774 || Iter Time:0.039231061935424805 || Total time:53.45786142349243 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1657 || Clusters count: 15 || Log posterior: -3738.9498931037156 || Iter Time:0.016654014587402344 || Total time:53.474515438079834 Iteration: 1658 || Clusters count: 15 || Log posterior: -3720.772739187373 || Iter Time:0.03955721855163574 || Total 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|| Log posterior: -3754.1116759021506 || Iter Time:0.03874611854553223 || Total time:53.68650484085083 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 1665 || Clusters count: 15 || Log posterior: -3764.1920881032092 || Iter Time:0.01671600341796875 || Total time:53.7032208442688 Iteration: 1666 || Clusters count: 15 || Log posterior: -3721.404480970154 || Iter Time:0.06608104705810547 || Total time:53.769301891326904 Loading and distributing data: 0.000208 seconds (140 allocations: 13.211 KiB) Iteration: 1667 || Clusters count: 15 || Log posterior: -3775.739458727695 || Iter Time:0.01717686653137207 || Total time:53.786478757858276 Iteration: 1668 || Clusters count: 15 || Log posterior: -3722.472256693462 || Iter Time:0.0394129753112793 || Total time:53.825891733169556 Loading and distributing data: 0.000196 seconds (140 allocations: 13.180 KiB) Iteration: 1669 || Clusters count: 15 || Log posterior: -3757.81137764182 || Iter 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Iteration: 1675 || Clusters count: 15 || Log posterior: -3792.528558921533 || Iter Time:0.01698589324951172 || Total time:54.01603055000305 Iteration: 1676 || Clusters count: 15 || Log posterior: -3769.261001654369 || Iter Time:0.039669036865234375 || Total time:54.055699586868286 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1677 || Clusters count: 15 || Log posterior: -3827.3047210833583 || Iter Time:0.01684284210205078 || Total time:54.07254242897034 Iteration: 1678 || Clusters count: 15 || Log posterior: -3770.228820627856 || Iter Time:0.0411989688873291 || Total time:54.113741397857666 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 1679 || Clusters count: 15 || Log posterior: -3787.5213843909355 || Iter Time:0.017145872116088867 || Total time:54.130887269973755 Iteration: 1680 || Clusters count: 15 || Log posterior: -3727.539012923951 || Iter Time:0.041892051696777344 || Total 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Iteration: 1697 || Clusters count: 15 || Log posterior: -3782.8099387422026 || Iter Time:0.0171968936920166 || Total time:54.80872631072998 Iteration: 1698 || Clusters count: 15 || Log posterior: -3742.5765905535013 || Iter Time:0.04297804832458496 || Total time:54.851704359054565 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1699 || Clusters count: 15 || Log posterior: -3754.4632761153034 || Iter Time:0.0165560245513916 || Total time:54.86826038360596 Iteration: 1700 || Clusters count: 15 || Log posterior: -3724.491608785731 || Iter Time:0.04227900505065918 || Total time:54.910539388656616 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1701 || Clusters count: 15 || Log posterior: -3793.7014816631245 || Iter Time:0.016961097717285156 || Total time:54.9275004863739 Iteration: 1702 || Clusters count: 15 || Log posterior: -3763.95206818859 || Iter Time:0.0392608642578125 || Total time:54.966761350631714 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-3738.6976959030812 || Iter Time:0.03913593292236328 || Total time:55.13605761528015 Loading and distributing data: 0.000216 seconds (140 allocations: 13.180 KiB) Iteration: 1709 || Clusters count: 15 || Log posterior: -3787.6270749581395 || Iter Time:0.017544031143188477 || Total time:55.15360164642334 Iteration: 1710 || Clusters count: 15 || Log posterior: -3730.036026472851 || Iter Time:0.039186954498291016 || Total time:55.19278860092163 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1711 || Clusters count: 15 || Log posterior: -3761.125616047755 || Iter Time:0.016476869583129883 || Total time:55.20926547050476 Iteration: 1712 || Clusters count: 15 || Log posterior: -3733.3450899915547 || Iter Time:0.03866291046142578 || Total time:55.24792838096619 Loading and distributing data: 0.000193 seconds (140 allocations: 13.180 KiB) Iteration: 1713 || Clusters count: 15 || Log posterior: -3740.3033872154206 || Iter Time:0.016302824020385742 || 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|| Log posterior: -3766.270582054666 || Iter Time:0.017889976501464844 || Total time:56.65182590484619 Iteration: 1742 || Clusters count: 15 || Log posterior: -3747.4468584963006 || Iter Time:0.04065299034118652 || Total time:56.69247889518738 Loading and distributing data: 0.000220 seconds (140 allocations: 13.180 KiB) Iteration: 1743 || Clusters count: 15 || Log posterior: -3794.0825918478045 || Iter Time:0.01873302459716797 || Total time:56.711211919784546 Iteration: 1744 || Clusters count: 15 || Log posterior: -3759.511871831624 || Iter Time:0.04200601577758789 || Total time:56.753217935562134 Loading and distributing data: 0.000235 seconds (140 allocations: 13.180 KiB) Iteration: 1745 || Clusters count: 15 || Log posterior: -3830.2929265585303 || Iter Time:0.01733708381652832 || Total time:56.77055501937866 Iteration: 1746 || Clusters count: 15 || Log posterior: -3799.037867882837 || Iter Time:0.041387081146240234 || Total time:56.8119421005249 Loading and distributing data: 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(140 allocations: 13.180 KiB) Iteration: 1769 || Clusters count: 15 || Log posterior: -3807.35702506901 || Iter Time:0.019951820373535156 || Total time:57.54911971092224 Iteration: 1770 || Clusters count: 15 || Log posterior: -3761.6270119219794 || Iter Time:0.04552602767944336 || Total time:57.594645738601685 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1771 || Clusters count: 15 || Log posterior: -3819.313712669583 || Iter Time:0.018950939178466797 || Total time:57.61359667778015 Iteration: 1772 || Clusters count: 15 || Log posterior: -3773.868378473114 || Iter Time:0.04771089553833008 || Total time:57.66130757331848 Loading and distributing data: 0.000232 seconds (140 allocations: 13.180 KiB) Iteration: 1773 || Clusters count: 15 || Log posterior: -3797.9222005494958 || Iter Time:0.020029067993164062 || Total time:57.681336641311646 Iteration: 1774 || Clusters count: 15 || Log posterior: -3773.937017055533 || Iter Time:0.0455780029296875 || Total time:57.72691464424133 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 1775 || Clusters count: 15 || Log posterior: -3825.4577735036346 || Iter Time:0.018815040588378906 || Total time:57.74572968482971 Iteration: 1776 || Clusters count: 15 || Log posterior: -3802.4044756259987 || Iter Time:0.11860990524291992 || Total time:57.86433959007263 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1777 || Clusters count: 15 || Log posterior: -3798.766510328712 || Iter Time:0.01726698875427246 || Total time:57.881606578826904 Iteration: 1778 || Clusters count: 15 || Log posterior: -3769.8143667801764 || Iter Time:0.038450002670288086 || Total time:57.92005658149719 Loading and distributing data: 0.000220 seconds (140 allocations: 13.180 KiB) Iteration: 1779 || Clusters count: 15 || Log posterior: -3750.2965260086785 || Iter Time:0.018314838409423828 || Total time:57.938371419906616 Iteration: 1780 || 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Iteration: 1791 || Clusters count: 15 || Log posterior: -3738.030545154594 || Iter Time:0.0172119140625 || Total time:58.2963433265686 Iteration: 1792 || Clusters count: 15 || Log posterior: -3710.8015398567395 || Iter Time:0.03974199295043945 || Total time:58.33608531951904 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1793 || Clusters count: 15 || Log posterior: -3717.976750329991 || Iter Time:0.016748905181884766 || Total time:58.35283422470093 Iteration: 1794 || Clusters count: 15 || Log posterior: -3691.7803619289703 || Iter Time:0.038902997970581055 || Total time:58.39173722267151 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1795 || Clusters count: 15 || Log posterior: -3741.623133819247 || Iter Time:0.01676201820373535 || Total time:58.408499240875244 Iteration: 1796 || Clusters count: 15 || Log posterior: -3707.981166199676 || Iter Time:0.03969907760620117 || Total time:58.448198318481445 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-3804.399979499089 || Iter Time:0.038655996322631836 || Total time:58.617711305618286 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1803 || Clusters count: 15 || Log posterior: -3812.7125437619566 || Iter Time:0.016880035400390625 || Total time:58.63459134101868 Iteration: 1804 || Clusters count: 15 || Log posterior: -3768.2700230915 || Iter Time:0.04250788688659668 || Total time:58.67709922790527 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1805 || Clusters count: 15 || Log posterior: -3748.9747851689317 || Iter Time:0.01642298698425293 || Total time:58.693522214889526 Iteration: 1806 || Clusters count: 15 || Log posterior: -3703.8743230967048 || Iter Time:0.03843998908996582 || Total time:58.73196220397949 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1807 || Clusters count: 15 || Log posterior: -3733.339776239341 || Iter Time:0.016628026962280273 || Total 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|| Log posterior: -3767.9601083855687 || Iter Time:0.01643085479736328 || Total time:58.92609739303589 Iteration: 1814 || Clusters count: 15 || Log posterior: -3738.305682072318 || Iter Time:0.04502701759338379 || Total time:58.97112441062927 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1815 || Clusters count: 15 || Log posterior: -3761.8494822239763 || Iter Time:0.05397915840148926 || Total time:59.02510356903076 Iteration: 1816 || Clusters count: 15 || Log posterior: -3719.727127996991 || Iter Time:0.03899121284484863 || Total time:59.06409478187561 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1817 || Clusters count: 15 || Log posterior: -3782.249710192873 || Iter Time:0.016778945922851562 || Total time:59.08087372779846 Iteration: 1818 || Clusters count: 15 || Log posterior: -3727.934142861183 || Iter Time:0.03879904747009277 || Total time:59.119672775268555 Loading and distributing data: 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Time:0.04217100143432617 || Total time:59.30890655517578 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1825 || Clusters count: 15 || Log posterior: -3801.590501616123 || Iter Time:0.016457080841064453 || Total time:59.325363636016846 Iteration: 1826 || Clusters count: 15 || Log posterior: -3767.262269057153 || Iter Time:0.04115009307861328 || Total time:59.36651372909546 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1827 || Clusters count: 15 || Log posterior: -3799.0204628647866 || Iter Time:0.01655292510986328 || Total time:59.38306665420532 Iteration: 1828 || Clusters count: 15 || Log posterior: -3752.656368828389 || Iter Time:0.04358100891113281 || Total time:59.426647663116455 Loading and distributing data: 0.000225 seconds (140 allocations: 13.180 KiB) Iteration: 1829 || Clusters count: 15 || Log posterior: -3788.916211854418 || Iter Time:0.017091989517211914 || Total time:59.44373965263367 Iteration: 1830 || Clusters count: 15 || Log posterior: -3739.4171020356957 || Iter Time:0.0401768684387207 || Total time:59.48391652107239 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 1831 || Clusters count: 15 || Log posterior: -3835.615807950327 || Iter Time:0.017806053161621094 || Total time:59.50172257423401 Iteration: 1832 || Clusters count: 15 || Log posterior: -3792.8819272160254 || Iter Time:0.04141402244567871 || Total time:59.54313659667969 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1833 || Clusters count: 15 || Log posterior: -3875.6999826632987 || Iter Time:0.01775503158569336 || Total time:59.56089162826538 Iteration: 1834 || Clusters count: 15 || Log posterior: -3823.757290783841 || Iter Time:0.03910398483276367 || Total time:59.599995613098145 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1835 || Clusters count: 15 || Log posterior: -3789.6480103689487 || Iter Time:0.016978025436401367 || Total time:59.616973638534546 Iteration: 1836 || Clusters count: 15 || Log posterior: -3748.187910790257 || Iter Time:0.039361000061035156 || Total time:59.65633463859558 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1837 || Clusters count: 15 || Log posterior: -3756.7647695134624 || Iter Time:0.017577171325683594 || Total time:59.673911809921265 Iteration: 1838 || Clusters count: 15 || Log posterior: -3716.8781083801427 || Iter Time:0.03907608985900879 || Total time:59.71298789978027 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1839 || Clusters count: 15 || Log posterior: -3790.749601437626 || Iter Time:0.016844987869262695 || Total time:59.729832887649536 Iteration: 1840 || Clusters count: 15 || Log posterior: -3754.0801739618064 || Iter Time:0.04009890556335449 || Total time:59.76993179321289 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1841 || Clusters count: 15 || Log posterior: -3734.791528140139 || Iter Time:0.017214059829711914 || Total time:59.7871458530426 Iteration: 1842 || Clusters count: 15 || Log posterior: -3716.6837210373883 || Iter Time:0.03894400596618652 || Total time:59.82608985900879 Loading and distributing data: 0.000220 seconds (140 allocations: 13.180 KiB) Iteration: 1843 || Clusters count: 15 || Log posterior: -3774.0572234137235 || Iter Time:0.016955852508544922 || Total time:59.843045711517334 Iteration: 1844 || Clusters count: 15 || Log posterior: -3737.1036586767336 || Iter Time:0.039016008377075195 || Total time:59.88206171989441 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1845 || Clusters count: 15 || Log posterior: -3763.474543194647 || Iter Time:0.01672196388244629 || Total time:59.898783683776855 Iteration: 1846 || Clusters count: 15 || Log posterior: -3743.2481702527543 || Iter Time:0.0386199951171875 || Total time:59.93740367889404 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1847 || Clusters count: 15 || Log posterior: -3844.1391467225612 || Iter Time:0.01740097999572754 || Total time:59.95480465888977 Iteration: 1848 || Clusters count: 15 || Log posterior: -3794.4981517382475 || Iter Time:0.06943082809448242 || Total time:60.02423548698425 Loading and distributing data: 0.000220 seconds (140 allocations: 13.180 KiB) Iteration: 1849 || Clusters count: 15 || Log posterior: -3790.5799426739413 || Iter Time:0.01722407341003418 || Total time:60.04145956039429 Iteration: 1850 || Clusters count: 15 || Log posterior: -3751.3118755581822 || Iter Time:0.039144039154052734 || Total time:60.08060359954834 Loading and distributing data: 0.000212 seconds (140 allocations: 13.180 KiB) Iteration: 1851 || Clusters count: 15 || Log posterior: -3724.5626341107 || Iter Time:0.01712489128112793 || Total time:60.09772849082947 Iteration: 1852 || Clusters count: 15 || Log posterior: -3695.4952657495987 || Iter Time:0.038865089416503906 || Total time:60.13659358024597 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1853 || Clusters count: 15 || Log posterior: -3720.0236263756133 || Iter Time:0.016910791397094727 || Total time:60.153504371643066 Iteration: 1854 || Clusters count: 15 || Log posterior: -3694.1018688135105 || Iter Time:0.04170489311218262 || Total time:60.19520926475525 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1855 || Clusters count: 15 || Log posterior: -3757.943522293991 || Iter Time:0.01699090003967285 || Total time:60.21220016479492 Iteration: 1856 || Clusters count: 15 || Log posterior: -3722.6819381097994 || Iter Time:0.039427995681762695 || Total time:60.251628160476685 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1857 || Clusters count: 15 || Log posterior: -3759.2934949372193 || Iter Time:0.0172119140625 || Total time:60.268840074539185 Iteration: 1858 || Clusters count: 15 || Log posterior: -3714.7508489459856 || Iter Time:0.0398409366607666 || Total time:60.30868101119995 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1859 || Clusters count: 15 || Log posterior: -3820.433750414798 || Iter Time:0.017024993896484375 || Total time:60.325706005096436 Iteration: 1860 || Clusters count: 15 || Log posterior: -3785.6174401360986 || Iter Time:0.0436100959777832 || Total time:60.36931610107422 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1861 || Clusters count: 15 || Log posterior: -3814.834075273228 || Iter Time:0.018079042434692383 || Total time:60.38739514350891 Iteration: 1862 || Clusters count: 15 || Log posterior: -3751.058703519819 || Iter Time:0.040812015533447266 || Total time:60.42820715904236 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 1863 || Clusters count: 15 || Log posterior: -3774.2534162510333 || Iter Time:0.016997098922729492 || Total time:60.44520425796509 Iteration: 1864 || Clusters count: 15 || Log posterior: -3745.1097345344037 || Iter Time:0.04008793830871582 || Total time:60.485292196273804 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1865 || Clusters count: 15 || Log posterior: -3763.6891493619614 || Iter Time:0.017683029174804688 || Total time:60.50297522544861 Iteration: 1866 || Clusters count: 15 || Log posterior: -3721.6909385153563 || Iter Time:0.04136204719543457 || Total time:60.54433727264404 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1867 || Clusters count: 15 || Log posterior: -3769.9974875732923 || Iter Time:0.01753997802734375 || Total time:60.56187725067139 Iteration: 1868 || Clusters count: 15 || Log posterior: -3721.481420916773 || Iter Time:0.04076790809631348 || Total time:60.6026451587677 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 1869 || Clusters count: 15 || Log posterior: -3772.426128919686 || Iter Time:0.016896963119506836 || Total time:60.61954212188721 Iteration: 1870 || Clusters count: 15 || Log posterior: -3733.4050403409547 || Iter Time:0.039939165115356445 || Total time:60.65948128700256 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 1871 || Clusters count: 15 || Log posterior: -3752.7288490358687 || Iter Time:0.01685810089111328 || Total time:60.67633938789368 Iteration: 1872 || Clusters count: 15 || Log posterior: -3707.9231834179245 || Iter Time:0.04579901695251465 || Total time:60.72213840484619 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1873 || Clusters count: 15 || Log posterior: -3755.5395933764116 || Iter Time:0.02323007583618164 || Total time:60.74536848068237 Iteration: 1874 || Clusters count: 15 || Log posterior: -3706.020435392147 || Iter Time:0.04552912712097168 || Total time:60.790897607803345 Loading and distributing data: 0.000209 seconds (140 allocations: 13.180 KiB) Iteration: 1875 || Clusters count: 15 || Log posterior: -3801.3567583782296 || Iter Time:0.021070003509521484 || Total time:60.811967611312866 Iteration: 1876 || Clusters count: 15 || Log posterior: -3762.9217025645075 || Iter Time:0.041663169860839844 || Total time:60.853630781173706 Loading and distributing data: 0.000218 seconds (140 allocations: 13.180 KiB) Iteration: 1877 || Clusters count: 15 || Log posterior: -3841.0549992360316 || Iter Time:0.020331859588623047 || Total time:60.87396264076233 Iteration: 1878 || Clusters count: 15 || Log posterior: -3797.7819440512067 || Iter Time:0.03940320014953613 || Total time:60.913365840911865 Loading and distributing data: 0.000224 seconds (140 allocations: 13.180 KiB) Iteration: 1879 || Clusters count: 15 || Log posterior: -3792.6563131586126 || Iter Time:0.017222166061401367 || Total time:60.93058800697327 Iteration: 1880 || Clusters count: 15 || Log posterior: -3753.9267349750517 || Iter Time:0.06641387939453125 || Total time:60.9970018863678 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1881 || Clusters count: 15 || Log posterior: -3759.4892819527345 || Iter Time:0.016975879669189453 || Total time:61.01397776603699 Iteration: 1882 || Clusters count: 15 || Log posterior: -3723.028729595932 || Iter Time:0.0388491153717041 || Total time:61.05282688140869 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1883 || Clusters count: 15 || Log posterior: -3757.854705321388 || Iter Time:0.016483068466186523 || Total time:61.06930994987488 Iteration: 1884 || Clusters count: 15 || Log posterior: -3724.8287878347587 || Iter Time:0.03938484191894531 || Total time:61.10869479179382 Loading and distributing data: 0.000210 seconds (140 allocations: 13.180 KiB) Iteration: 1885 || Clusters count: 15 || Log posterior: -3783.571276970136 || Iter Time:0.016984939575195312 || Total time:61.12567973136902 Iteration: 1886 || Clusters count: 15 || Log posterior: -3737.1793503921667 || Iter Time:0.03959989547729492 || Total time:61.16527962684631 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1887 || Clusters count: 15 || Log posterior: -3759.450459830175 || Iter Time:0.016849994659423828 || Total time:61.18212962150574 Iteration: 1888 || Clusters count: 15 || Log posterior: -3727.305577440021 || Iter Time:0.039591073989868164 || Total time:61.221720695495605 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1889 || Clusters count: 15 || Log posterior: -3763.346372060676 || Iter Time:0.017766952514648438 || Total time:61.239487648010254 Iteration: 1890 || Clusters count: 15 || Log posterior: -3722.378559365793 || Iter Time:0.04218697547912598 || Total time:61.28167462348938 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1891 || Clusters count: 15 || Log posterior: -3769.847006731538 || Iter Time:0.016888856887817383 || Total time:61.2985634803772 Iteration: 1892 || Clusters count: 15 || Log posterior: -3735.6104571165074 || Iter Time:0.040635108947753906 || Total time:61.33919858932495 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1893 || Clusters count: 15 || Log posterior: -3800.4396098907328 || Iter Time:0.016566991806030273 || Total time:61.35576558113098 Iteration: 1894 || Clusters count: 15 || Log posterior: -3754.234879454945 || Iter Time:0.04035806655883789 || Total time:61.39612364768982 Loading and distributing data: 0.000211 seconds (140 allocations: 13.180 KiB) Iteration: 1895 || Clusters count: 15 || Log posterior: -3803.1861582210545 || Iter Time:0.017724037170410156 || Total time:61.41384768486023 Iteration: 1896 || Clusters count: 15 || Log posterior: -3754.6587441631254 || Iter Time:0.039131879806518555 || Total time:61.45297956466675 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1897 || Clusters count: 15 || Log posterior: -3781.711238752075 || Iter Time:0.017103195190429688 || Total time:61.47008275985718 Iteration: 1898 || Clusters count: 15 || Log posterior: -3743.8922155290124 || Iter Time:0.04124021530151367 || Total time:61.51132297515869 Loading and distributing data: 0.000227 seconds (140 allocations: 13.180 KiB) Iteration: 1899 || Clusters count: 15 || Log posterior: -3805.2126336486385 || Iter Time:0.019396066665649414 || Total time:61.53071904182434 Iteration: 1900 || Clusters count: 15 || Log posterior: -3759.9043002898593 || Iter Time:0.04358696937561035 || Total time:61.57430601119995 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1901 || Clusters count: 15 || Log posterior: -3788.1767586092806 || Iter Time:0.016605138778686523 || Total time:61.59091114997864 Iteration: 1902 || Clusters count: 15 || Log posterior: -3751.556902818816 || Iter Time:0.03784894943237305 || Total time:61.62876009941101 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1903 || Clusters count: 15 || Log posterior: -3760.0676253659435 || Iter Time:0.016315937042236328 || Total time:61.64507603645325 Iteration: 1904 || Clusters count: 15 || Log posterior: -3725.1801150615443 || Iter Time:0.03907895088195801 || Total time:61.684154987335205 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1905 || Clusters count: 15 || Log posterior: -3804.306405699733 || Iter Time:0.01650404930114746 || Total time:61.70065903663635 Iteration: 1906 || Clusters count: 15 || Log posterior: -3769.486147198861 || Iter Time:0.039792776107788086 || Total time:61.74045181274414 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1907 || Clusters count: 15 || Log posterior: -3760.893810770527 || Iter Time:0.016520977020263672 || Total time:61.756972789764404 Iteration: 1908 || Clusters count: 15 || Log posterior: -3730.0503243545795 || Iter Time:0.03937506675720215 || Total time:61.796347856521606 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1909 || Clusters count: 15 || Log posterior: -3732.455445066926 || Iter Time:0.01677083969116211 || Total time:61.81311869621277 Iteration: 1910 || Clusters count: 15 || Log posterior: -3690.7394076647647 || Iter Time:0.0668189525604248 || Total time:61.87993764877319 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1911 || Clusters count: 15 || Log posterior: -3752.9926090321906 || Iter Time:0.016408920288085938 || Total time:61.89634656906128 Iteration: 1912 || Clusters count: 15 || Log posterior: -3729.102953923924 || Iter Time:0.03940701484680176 || Total time:61.93575358390808 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1913 || Clusters count: 15 || Log posterior: -3789.5000014887046 || Iter Time:0.017345190048217773 || Total time:61.9530987739563 Iteration: 1914 || Clusters count: 15 || Log posterior: -3755.2799129268046 || Iter Time:0.03983187675476074 || Total time:61.99293065071106 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1915 || Clusters count: 15 || Log posterior: -3794.0067078856478 || Iter Time:0.016778945922851562 || Total time:62.00970959663391 Iteration: 1916 || Clusters count: 15 || Log posterior: -3747.1383559296614 || Iter Time:0.0400700569152832 || Total time:62.049779653549194 Loading and distributing data: 0.000195 seconds (140 allocations: 13.180 KiB) Iteration: 1917 || Clusters count: 15 || Log posterior: -3736.379948911356 || Iter Time:0.01637411117553711 || Total time:62.06615376472473 Iteration: 1918 || Clusters count: 15 || Log posterior: -3692.8874268350237 || Iter Time:0.038475990295410156 || Total time:62.10462975502014 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1919 || Clusters count: 15 || Log posterior: -3732.366706709885 || Iter Time:0.01634502410888672 || Total time:62.12097477912903 Iteration: 1920 || Clusters count: 15 || Log posterior: -3706.7721568185907 || Iter Time:0.03900289535522461 || Total time:62.15997767448425 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1921 || Clusters count: 15 || Log posterior: -3757.403899757651 || Iter Time:0.016881942749023438 || Total time:62.176859617233276 Iteration: 1922 || Clusters count: 15 || Log posterior: -3735.6477675514902 || Iter Time:0.041365861892700195 || Total time:62.21822547912598 Loading and distributing data: 0.000201 seconds (140 allocations: 13.180 KiB) Iteration: 1923 || Clusters count: 15 || Log posterior: -3751.809657983305 || Iter Time:0.0171051025390625 || Total time:62.23533058166504 Iteration: 1924 || Clusters count: 15 || Log posterior: -3733.322675023656 || Iter Time:0.040802001953125 || Total time:62.276132583618164 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1925 || Clusters count: 15 || Log posterior: -3772.688979955251 || Iter Time:0.01712203025817871 || Total time:62.29325461387634 Iteration: 1926 || Clusters count: 15 || Log posterior: -3753.257144000904 || Iter Time:0.03980708122253418 || Total time:62.33306169509888 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1927 || Clusters count: 15 || Log posterior: -3800.368455465938 || Iter Time:0.017042875289916992 || Total time:62.350104570388794 Iteration: 1928 || Clusters count: 15 || Log posterior: -3753.7766704938244 || Iter Time:0.03942394256591797 || Total time:62.38952851295471 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1929 || Clusters count: 15 || Log posterior: -3771.7702943240756 || Iter Time:0.01666998863220215 || Total time:62.406198501586914 Iteration: 1930 || Clusters count: 15 || Log posterior: -3740.4356017465516 || Iter Time:0.03938102722167969 || Total time:62.445579528808594 Loading and distributing data: 0.000228 seconds (140 allocations: 13.180 KiB) Iteration: 1931 || Clusters count: 15 || Log posterior: -3747.0874156380805 || Iter Time:0.016685009002685547 || Total time:62.46226453781128 Iteration: 1932 || Clusters count: 15 || Log posterior: -3723.90252839501 || Iter Time:0.04170799255371094 || Total time:62.50397253036499 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1933 || Clusters count: 15 || Log posterior: -3776.6859545014618 || Iter Time:0.018049955368041992 || Total time:62.52202248573303 Iteration: 1934 || Clusters count: 15 || Log posterior: -3730.1219720043023 || Iter Time:0.04262208938598633 || Total time:62.56464457511902 Loading and distributing data: 0.000231 seconds (140 allocations: 13.180 KiB) Iteration: 1935 || Clusters count: 15 || Log posterior: -3778.6926852850247 || Iter Time:0.01727008819580078 || Total time:62.58191466331482 Iteration: 1936 || Clusters count: 15 || Log posterior: -3722.563919112866 || Iter Time:0.03849506378173828 || Total time:62.62040972709656 Loading and distributing data: 0.000219 seconds (140 allocations: 13.180 KiB) Iteration: 1937 || Clusters count: 15 || Log posterior: -3754.231119684277 || Iter Time:0.016874074935913086 || Total time:62.63728380203247 Iteration: 1938 || Clusters count: 15 || Log posterior: -3724.5315710079194 || Iter Time:0.06503891944885254 || Total time:62.70232272148132 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1939 || Clusters count: 15 || Log posterior: -3800.975145410799 || Iter Time:0.016602039337158203 || Total time:62.71892476081848 Iteration: 1940 || Clusters count: 15 || Log posterior: -3769.8037738759026 || Iter Time:0.03961300849914551 || Total time:62.75853776931763 Loading and distributing data: 0.000198 seconds (140 allocations: 13.180 KiB) Iteration: 1941 || Clusters count: 15 || Log posterior: -3857.904000175818 || Iter Time:0.01675891876220703 || Total time:62.775296688079834 Iteration: 1942 || Clusters count: 15 || Log posterior: -3824.8957421055193 || Iter Time:0.03992509841918945 || Total time:62.81522178649902 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1943 || Clusters count: 15 || Log posterior: -3802.681152228773 || Iter Time:0.017312049865722656 || Total time:62.832533836364746 Iteration: 1944 || Clusters count: 15 || Log posterior: -3765.053730997165 || Iter Time:0.04493904113769531 || Total time:62.87747287750244 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1945 || Clusters count: 15 || Log posterior: -3776.031712546069 || Iter Time:0.017294883728027344 || Total time:62.89476776123047 Iteration: 1946 || Clusters count: 15 || Log posterior: -3743.498094372522 || Iter Time:0.04631495475769043 || Total time:62.94108271598816 Loading and distributing data: 0.000229 seconds (140 allocations: 13.180 KiB) Iteration: 1947 || Clusters count: 15 || Log posterior: -3752.689472325937 || Iter Time:0.019428014755249023 || Total time:62.96051073074341 Iteration: 1948 || Clusters count: 15 || Log posterior: -3716.247444861346 || Iter Time:0.042526960372924805 || Total time:63.00303769111633 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1949 || Clusters count: 15 || Log posterior: -3749.964599553385 || Iter Time:0.01748490333557129 || Total time:63.020522594451904 Iteration: 1950 || Clusters count: 15 || Log posterior: -3718.2609079234308 || Iter Time:0.039649009704589844 || Total time:63.060171604156494 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1951 || Clusters count: 15 || Log posterior: -3768.044768418671 || Iter Time:0.016522884368896484 || Total time:63.07669448852539 Iteration: 1952 || Clusters count: 15 || Log posterior: -3732.336424466169 || Iter Time:0.04062676429748535 || Total time:63.117321252822876 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 1953 || Clusters count: 15 || Log posterior: -3817.316338859524 || Iter Time:0.016836881637573242 || Total time:63.13415813446045 Iteration: 1954 || Clusters count: 15 || Log posterior: -3747.2348837045547 || Iter Time:0.0387880802154541 || Total time:63.1729462146759 Loading and distributing data: 0.000223 seconds (140 allocations: 13.180 KiB) Iteration: 1955 || Clusters count: 15 || Log posterior: -3786.799479189761 || Iter Time:0.017100095748901367 || Total time:63.190046310424805 Iteration: 1956 || Clusters count: 15 || Log posterior: -3730.958764283375 || Iter Time:0.0393979549407959 || Total time:63.2294442653656 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1957 || Clusters count: 15 || Log posterior: -3767.672216899901 || Iter Time:0.016557931900024414 || Total time:63.246002197265625 Iteration: 1958 || Clusters count: 15 || Log posterior: -3723.053532728996 || Iter Time:0.03934788703918457 || Total time:63.28535008430481 Loading and distributing data: 0.000222 seconds (140 allocations: 13.180 KiB) Iteration: 1959 || Clusters count: 15 || Log posterior: -3824.016150570803 || Iter Time:0.016598939895629883 || Total time:63.30194902420044 Iteration: 1960 || Clusters count: 15 || Log posterior: -3777.416752162123 || Iter Time:0.0404360294342041 || Total time:63.342385053634644 Loading and distributing data: 0.000249 seconds (140 allocations: 13.180 KiB) Iteration: 1961 || Clusters count: 15 || Log posterior: -3796.5977104658905 || Iter Time:0.01706695556640625 || Total time:63.35945200920105 Iteration: 1962 || Clusters count: 15 || Log posterior: -3760.467581426974 || Iter Time:0.04088592529296875 || Total time:63.40033793449402 Loading and distributing data: 0.000217 seconds (140 allocations: 13.180 KiB) Iteration: 1963 || Clusters count: 15 || Log posterior: -3816.3111380136947 || Iter Time:0.01695394515991211 || Total time:63.41729187965393 Iteration: 1964 || Clusters count: 15 || Log posterior: -3766.171462373175 || Iter Time:0.04109001159667969 || Total time:63.45838189125061 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 1965 || Clusters count: 15 || Log posterior: -3828.570043362005 || Iter Time:0.016711950302124023 || Total time:63.475093841552734 Iteration: 1966 || Clusters count: 15 || Log posterior: -3791.565004920339 || Iter Time:0.0656580924987793 || Total time:63.540751934051514 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1967 || Clusters count: 15 || Log posterior: -3770.13124411314 || Iter Time:0.01679205894470215 || Total time:63.557543992996216 Iteration: 1968 || Clusters count: 15 || Log posterior: -3741.1756831024886 || Iter Time:0.03961586952209473 || Total time:63.59715986251831 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1969 || Clusters count: 15 || Log posterior: -3735.719921402632 || Iter Time:0.016707181930541992 || Total time:63.61386704444885 Iteration: 1970 || Clusters count: 15 || Log posterior: -3700.504430276146 || Iter Time:0.0398859977722168 || Total time:63.65375304222107 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1971 || Clusters count: 15 || Log posterior: -3790.860986874556 || Iter Time:0.016876935958862305 || Total time:63.67062997817993 Iteration: 1972 || Clusters count: 15 || Log posterior: -3753.4919167026387 || Iter Time:0.044270992279052734 || Total time:63.714900970458984 Loading and distributing data: 0.000199 seconds (140 allocations: 13.180 KiB) Iteration: 1973 || Clusters count: 15 || Log posterior: -3778.9268375351526 || Iter Time:0.01720905303955078 || Total time:63.732110023498535 Iteration: 1974 || Clusters count: 15 || Log posterior: -3721.8342669522262 || Iter Time:0.03929018974304199 || Total time:63.77140021324158 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 1975 || Clusters count: 15 || Log posterior: -3734.2384062415813 || Iter Time:0.01651310920715332 || Total time:63.78791332244873 Iteration: 1976 || Clusters count: 15 || Log posterior: -3704.6897723232955 || Iter Time:0.03989887237548828 || Total time:63.82781219482422 Loading and distributing data: 0.000206 seconds (140 allocations: 13.180 KiB) Iteration: 1977 || Clusters count: 15 || Log posterior: -3760.975120782006 || Iter Time:0.017323017120361328 || Total time:63.84513521194458 Iteration: 1978 || Clusters count: 15 || Log posterior: -3704.199002940724 || Iter Time:0.03925299644470215 || Total time:63.88438820838928 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 1979 || Clusters count: 15 || Log posterior: -3736.3388423542024 || Iter Time:0.017063140869140625 || Total time:63.90145134925842 Iteration: 1980 || Clusters count: 15 || Log posterior: -3704.2853400871204 || Iter Time:0.03778696060180664 || Total time:63.93923830986023 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1981 || Clusters count: 15 || Log posterior: -3755.3175348681916 || Iter Time:0.01724696159362793 || Total time:63.95648527145386 Iteration: 1982 || Clusters count: 15 || Log posterior: -3712.5044769494725 || Iter Time:0.039237022399902344 || Total time:63.99572229385376 Loading and distributing data: 0.000209 seconds (140 allocations: 13.180 KiB) Iteration: 1983 || Clusters count: 15 || Log posterior: -3765.426193817492 || Iter Time:0.01776289939880371 || Total time:64.01348519325256 Iteration: 1984 || Clusters count: 15 || Log posterior: -3728.795579726306 || Iter Time:0.03818321228027344 || Total time:64.05166840553284 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 1985 || Clusters count: 15 || Log posterior: -3752.81493758238 || Iter Time:0.01730203628540039 || Total time:64.06897044181824 Iteration: 1986 || Clusters count: 15 || Log posterior: -3714.370728186083 || Iter Time:0.03816986083984375 || Total time:64.10714030265808 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1987 || Clusters count: 15 || Log posterior: -3791.9282752044073 || Iter Time:0.017611980438232422 || Total time:64.12475228309631 Iteration: 1988 || Clusters count: 15 || Log posterior: -3752.9485208930982 || Iter Time:0.039479970932006836 || Total time:64.16423225402832 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 1989 || Clusters count: 15 || Log posterior: -3789.663085099919 || Iter Time:0.01792597770690918 || Total time:64.18215823173523 Iteration: 1990 || Clusters count: 15 || Log posterior: -3746.111348899326 || Iter Time:0.0386052131652832 || Total time:64.22076344490051 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 1991 || Clusters count: 15 || Log posterior: -3827.0551306976386 || Iter Time:0.018651962280273438 || Total time:64.23941540718079 Iteration: 1992 || Clusters count: 15 || Log posterior: -3773.42213301868 || Iter Time:0.06464791297912598 || Total time:64.30406332015991 Loading and distributing data: 0.000218 seconds (140 allocations: 13.180 KiB) Iteration: 1993 || Clusters count: 15 || Log posterior: -3807.554149798314 || Iter Time:0.017145872116088867 || Total time:64.321209192276 Iteration: 1994 || Clusters count: 15 || Log posterior: -3769.515977699886 || Iter Time:0.04078817367553711 || Total time:64.36199736595154 Loading and distributing data: 0.000217 seconds (140 allocations: 13.180 KiB) Iteration: 1995 || Clusters count: 15 || Log posterior: -3801.051864355318 || Iter Time:0.016885042190551758 || Total time:64.37888240814209 Iteration: 1996 || Clusters count: 15 || Log posterior: -3771.203716222417 || Iter Time:0.03971099853515625 || Total time:64.41859340667725 Loading and distributing data: 0.000203 seconds (140 allocations: 13.180 KiB) Iteration: 1997 || Clusters count: 15 || Log posterior: -3798.1371653886054 || Iter Time:0.016189098358154297 || Total time:64.4347825050354 Iteration: 1998 || Clusters count: 15 || Log posterior: -3752.4498308139364 || Iter Time:0.0393218994140625 || Total time:64.47410440444946 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 1999 || Clusters count: 15 || Log posterior: -3777.4910593273057 || Iter Time:0.016752004623413086 || Total time:64.49085640907288 Iteration: 2000 || Clusters count: 15 || Log posterior: -3710.9464897483613 || Iter Time:0.0408329963684082 || Total time:64.53168940544128 Loading and distributing data: 0.000215 seconds (140 allocations: 13.180 KiB) Iteration: 2001 || Clusters count: 15 || Log posterior: -3740.1017054826293 || Iter Time:0.017700910568237305 || Total time:64.54939031600952 Iteration: 2002 || Clusters count: 15 || Log posterior: -3705.8850017886866 || Iter Time:0.04186701774597168 || Total time:64.5912573337555 Loading and distributing data: 0.000226 seconds (140 allocations: 13.180 KiB) Iteration: 2003 || Clusters count: 15 || Log posterior: -3790.544949588422 || Iter Time:0.017564058303833008 || Total time:64.60882139205933 Iteration: 2004 || Clusters count: 15 || Log posterior: -3767.358059869613 || Iter Time:0.0412900447845459 || Total time:64.65011143684387 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 2005 || Clusters count: 15 || Log posterior: -3810.4144831587364 || Iter Time:0.016436100006103516 || Total time:64.66654753684998 Iteration: 2006 || Clusters count: 15 || Log posterior: -3770.366277311078 || Iter Time:0.03976607322692871 || Total time:64.7063136100769 Loading and distributing data: 0.000213 seconds (140 allocations: 13.180 KiB) Iteration: 2007 || Clusters count: 15 || Log posterior: -3781.5051991789755 || Iter Time:0.016386032104492188 || Total time:64.7226996421814 Iteration: 2008 || Clusters count: 15 || Log posterior: -3739.5447738112575 || Iter Time:0.039711952209472656 || Total time:64.76241159439087 Loading and distributing data: 0.000197 seconds (140 allocations: 13.180 KiB) Iteration: 2009 || Clusters count: 15 || Log posterior: -3729.8119923240356 || Iter Time:0.016296863555908203 || Total time:64.77870845794678 Iteration: 2010 || Clusters count: 15 || Log posterior: -3699.9440127829384 || Iter Time:0.03964591026306152 || Total time:64.81835436820984 Loading and distributing data: 0.000205 seconds (140 allocations: 13.180 KiB) Iteration: 2011 || Clusters count: 15 || Log posterior: -3745.1464319727957 || Iter Time:0.01644611358642578 || Total time:64.83480048179626 Iteration: 2012 || Clusters count: 15 || Log posterior: -3713.0409503751057 || Iter Time:0.042550086975097656 || Total time:64.87735056877136 Loading and distributing data: 0.000207 seconds (140 allocations: 13.180 KiB) Iteration: 2013 || Clusters count: 15 || Log posterior: -3722.6407044963316 || Iter Time:0.016648054122924805 || Total time:64.89399862289429 Iteration: 2014 || Clusters count: 15 || Log posterior: -3686.3976535146753 || Iter Time:0.040064096450805664 || Total time:64.93406271934509 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 2015 || Clusters count: 15 || Log posterior: -3783.279541080122 || Iter Time:0.01685190200805664 || Total time:64.95091462135315 Iteration: 2016 || Clusters count: 15 || Log posterior: -3731.9434253814165 || Iter Time:0.03807997703552246 || Total time:64.98899459838867 Loading and distributing data: 0.000214 seconds (140 allocations: 13.180 KiB) Iteration: 2017 || Clusters count: 15 || Log posterior: -3731.9041358834374 || Iter Time:0.017091989517211914 || Total time:65.00608658790588 Iteration: 2018 || Clusters count: 15 || Log posterior: -3711.8281902812387 || Iter Time:0.04061603546142578 || Total time:65.04670262336731 Loading and distributing data: 0.000204 seconds (140 allocations: 13.180 KiB) Iteration: 2019 || Clusters count: 15 || Log posterior: -3754.6531461503832 || Iter Time:0.04319286346435547 || Total time:65.08989548683167 Iteration: 2020 || Clusters count: 15 || Log posterior: -3715.67785777176 || Iter Time:0.0426938533782959 || Total time:65.13258934020996 Loading and distributing data: 0.000211 seconds (140 allocations: 13.180 KiB) Iteration: 2021 || Clusters count: 15 || Log posterior: -3776.1146321155475 || Iter Time:0.017261028289794922 || Total time:65.14985036849976 Iteration: 2022 || Clusters count: 15 || Log posterior: -3732.508083485177 || Iter Time:0.03895688056945801 || Total time:65.18880724906921 Loading and distributing data: 0.000208 seconds (140 allocations: 13.180 KiB) Iteration: 2023 || Clusters count: 15 || Log posterior: -3789.1992873153667 || Iter Time:0.0168459415435791 || Total time:65.2056531906128 Iteration: 2024 || Clusters count: 15 || Log posterior: -3776.016472193498 || Iter Time:0.03864717483520508 || Total time:65.244300365448 Loading and distributing data: 0.000202 seconds (140 allocations: 13.180 KiB) Iteration: 2025 || Clusters count: 15 || Log posterior: -3764.0731300571188 || Iter Time:0.016434907913208008 || Total time:65.2607352733612 Iteration: 2026 || Clusters count: 15 || Log posterior: -3723.1541713298957 || Iter Time:0.03884005546569824 || Total time:65.2995753288269 Loading and distributing data: 0.000200 seconds (140 allocations: 13.180 KiB) Iteration: 2027 || Clusters count: 15 || Log posterior: -3776.8440647491902 || Iter Time:0.016571998596191406 || Total time:65.3161473274231 Iteration: 2028 || Clusters count: 15 || Log posterior: -3732.731509348005 || Iter Time:0.04515504837036133 || Total time:65.36130237579346 Avg NMI: 0.9198223890749303 Full NMI: 0.8967321326243446 Test Summary: | Total Time Streaming Data NIW 3 | 0 2m10.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 228.76s PkgEval succeeded after 361.57s