Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.888 (0e1aa6c7eb*) started at 2025-07-22T18:15:52.483 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.04s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.7s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 137.81s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_4UqLQD/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_4UqLQD/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 3.040197 seconds (1.13 M allocations: 68.332 MiB, 99.87% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:16.98175811767578 || Total time:16.98175811767578 Iteration: 1 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0707540512084961 || Total time:17.052512168884277 Iteration: 2 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0056610107421875 || Total time:17.058173179626465 Iteration: 3 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.005660057067871094 || Total time:17.063833236694336 Iteration: 4 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.018084049224853516 || Total time:17.08191728591919 Iteration: 5 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0057260990142822266 || Total time:17.08764338493347 Iteration: 6 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.005831003189086914 || Total time:17.09347438812256 Iteration: 7 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.005802154541015625 || Total time:17.099276542663574 Iteration: 8 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.005959987640380859 || Total time:17.105236530303955 Iteration: 9 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0058019161224365234 || Total time:17.11103844642639 Iteration: 10 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0058841705322265625 || Total time:17.116922616958618 Iteration: 11 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.006000995635986328 || Total time:17.122923612594604 Iteration: 12 || Clusters count: 1 || Log posterior: -233233.88173629093 || Iter Time:0.0057370662689208984 || Total time:17.128660678863525 Iteration: 13 || Clusters count: 2 || Log posterior: -233054.43810071424 || Iter Time:4.100812911987305 || Total time:21.22947359085083 Iteration: 14 || Clusters count: 2 || Log posterior: -233045.99834121502 || Iter Time:0.0071179866790771484 || Total time:21.236591577529907 Iteration: 15 || Clusters count: 2 || Log posterior: -233027.451577692 || Iter Time:0.007576942443847656 || Total time:21.244168519973755 Iteration: 16 || Clusters count: 2 || Log posterior: -233035.4496936724 || Iter Time:0.007554054260253906 || Total time:21.25172257423401 Iteration: 17 || Clusters count: 2 || Log posterior: -233046.09308188158 || Iter Time:0.00580906867980957 || Total time:21.25753164291382 Iteration: 18 || Clusters count: 2 || Log posterior: -233013.05960216635 || Iter Time:0.006018161773681641 || Total time:21.2635498046875 Iteration: 19 || Clusters count: 2 || Log posterior: -233032.27556000775 || Iter Time:0.0060749053955078125 || Total time:21.269624710083008 Iteration: 20 || Clusters count: 2 || Log posterior: -232949.7691195223 || Iter Time:3.4768619537353516 || Total time:24.74648666381836 Loading and distributing data: 0.000901 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233177.47485299694 || Iter Time:0.03238201141357422 || Total time:24.778868675231934 Iteration: 22 || Clusters count: 2 || Log posterior: -233113.6617207284 || Iter Time:0.006288051605224609 || Total time:24.785156726837158 Iteration: 23 || Clusters count: 2 || Log posterior: -233079.19130414052 || Iter Time:0.006115913391113281 || Total time:24.79127264022827 Iteration: 24 || Clusters count: 2 || Log posterior: -233035.3463906721 || Iter Time:0.05099201202392578 || Total time:24.842264652252197 Iteration: 25 || Clusters count: 2 || Log posterior: -233015.01289153128 || Iter Time:0.00587010383605957 || Total time:24.848134756088257 Iteration: 26 || Clusters count: 2 || Log posterior: -233030.5139899457 || Iter Time:0.006106853485107422 || Total time:24.854241609573364 Iteration: 27 || Clusters count: 2 || Log posterior: -233030.29286664052 || Iter Time:0.00589299201965332 || Total time:24.860134601593018 Iteration: 28 || Clusters count: 4 || Log posterior: -232443.57669607084 || Iter Time:0.009761810302734375 || Total time:24.869896411895752 Iteration: 29 || Clusters count: 4 || Log posterior: -232251.03358182742 || Iter Time:0.007035017013549805 || Total time:24.8769314289093 Iteration: 30 || Clusters count: 4 || Log posterior: -232176.12227162754 || Iter Time:0.0067670345306396484 || Total time:24.88369846343994 Iteration: 31 || Clusters count: 4 || Log posterior: -232178.71393118313 || Iter Time:0.006989002227783203 || Total time:24.890687465667725 Iteration: 32 || Clusters count: 4 || Log posterior: -232190.01058157266 || Iter Time:0.00716090202331543 || Total time:24.89784836769104 Iteration: 33 || Clusters count: 4 || Log posterior: -232163.73984187614 || Iter Time:0.007361888885498047 || Total time:24.905210256576538 Iteration: 34 || Clusters count: 4 || Log posterior: -232161.99319657826 || Iter Time:0.007350921630859375 || Total time:24.912561178207397 Iteration: 35 || Clusters count: 4 || Log posterior: -232190.10779087915 || Iter Time:0.006975889205932617 || Total time:24.91953706741333 Iteration: 36 || Clusters count: 4 || Log posterior: -232173.71267077827 || Iter Time:0.006465911865234375 || Total time:24.926002979278564 Iteration: 37 || Clusters count: 4 || Log posterior: -232172.14260080582 || Iter Time:0.0066318511962890625 || Total time:24.932634830474854 Iteration: 38 || Clusters count: 4 || Log posterior: -232148.68978074627 || Iter Time:0.0067901611328125 || Total time:24.939424991607666 Iteration: 39 || Clusters count: 4 || Log posterior: -232173.44753219737 || Iter Time:0.00693202018737793 || Total time:24.946357011795044 Iteration: 40 || Clusters count: 4 || Log posterior: -232154.4781997287 || Iter Time:0.00722193717956543 || Total time:24.95357894897461 Iteration: 41 || Clusters count: 4 || Log posterior: -232040.5303219153 || Iter Time:0.007111072540283203 || Total time:24.960690021514893 Loading and distributing data: 0.001160 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262112.5269294353 || Iter Time:0.009135961532592773 || Total time:24.969825983047485 Iteration: 43 || Clusters count: 6 || Log posterior: -261439.94230017814 || Iter Time:0.011384010314941406 || Total time:24.981209993362427 Iteration: 44 || Clusters count: 6 || Log posterior: -261296.63382812325 || Iter Time:0.009388923645019531 || Total time:24.990598917007446 Iteration: 45 || Clusters count: 6 || Log posterior: -261292.50033759943 || Iter Time:0.0893409252166748 || Total time:25.07993984222412 Iteration: 46 || Clusters count: 6 || Log posterior: -261240.96291455236 || Iter Time:0.007941961288452148 || Total time:25.087881803512573 Iteration: 47 || Clusters count: 6 || Log posterior: -261260.01204573124 || Iter Time:0.0077550411224365234 || Total time:25.09563684463501 Iteration: 48 || Clusters count: 6 || Log posterior: -261246.1555237027 || Iter Time:0.007873058319091797 || Total time:25.1035099029541 Iteration: 49 || Clusters count: 6 || Log posterior: -261260.86796198497 || Iter Time:0.007938146591186523 || Total time:25.111448049545288 Iteration: 50 || Clusters count: 6 || Log posterior: -261252.59902676812 || Iter Time:0.007966041564941406 || Total time:25.11941409111023 Iteration: 51 || Clusters count: 6 || Log posterior: -261245.50410653529 || Iter Time:0.007809877395629883 || Total time:25.12722396850586 Iteration: 52 || Clusters count: 6 || Log posterior: -261259.26134905164 || Iter Time:0.007940053939819336 || Total time:25.13516402244568 Iteration: 53 || Clusters count: 6 || Log posterior: -261234.07963149826 || Iter Time:0.0077168941497802734 || Total time:25.14288091659546 Iteration: 54 || Clusters count: 6 || Log posterior: -261220.40441115663 || Iter Time:0.007745027542114258 || Total time:25.150625944137573 Iteration: 55 || Clusters count: 7 || Log posterior: -260881.65897653933 || Iter Time:0.009501934051513672 || Total time:25.160127878189087 Iteration: 56 || Clusters count: 8 || Log posterior: -260311.98045260896 || Iter Time:0.009840011596679688 || Total time:25.169967889785767 Iteration: 57 || Clusters count: 8 || Log posterior: -260217.21290031314 || Iter Time:0.008127927780151367 || Total time:25.178095817565918 Iteration: 58 || Clusters count: 8 || Log posterior: -260187.08983545555 || Iter Time:0.8793759346008301 || Total time:26.057471752166748 Iteration: 59 || Clusters count: 8 || Log posterior: -260190.89702193448 || Iter Time:0.010921001434326172 || Total time:26.068392753601074 Iteration: 60 || Clusters count: 8 || Log posterior: -260186.78188883202 || Iter Time:0.010811090469360352 || Total time:26.079203844070435 Iteration: 61 || Clusters count: 8 || Log posterior: -260170.24560174692 || Iter Time:0.010201215744018555 || Total time:26.089405059814453 Iteration: 62 || Clusters count: 8 || Log posterior: -260104.38596977087 || Iter Time:0.009653806686401367 || Total time:26.099058866500854 Loading and distributing data: 0.001007 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 9 || Log posterior: -259970.27585322878 || Iter Time:0.011243820190429688 || Total time:26.110302686691284 Iteration: 64 || Clusters count: 9 || Log posterior: -259767.81473655932 || Iter Time:0.012790918350219727 || Total time:26.123093605041504 Iteration: 65 || Clusters count: 9 || Log posterior: -259752.86086650097 || Iter Time:0.03754401206970215 || Total time:26.160637617111206 Iteration: 66 || Clusters count: 10 || Log posterior: -259404.0696038998 || Iter Time:0.01180887222290039 || Total time:26.172446489334106 Iteration: 67 || Clusters count: 10 || Log posterior: -259328.54975826707 || Iter Time:0.010390043258666992 || Total time:26.182836532592773 Iteration: 68 || Clusters count: 10 || Log posterior: -259311.35726776632 || Iter Time:0.01088094711303711 || Total time:26.19371747970581 Iteration: 69 || Clusters count: 10 || Log posterior: -259261.96994788773 || Iter Time:0.010699987411499023 || Total time:26.20441746711731 Iteration: 70 || Clusters count: 11 || Log posterior: -259190.18371440453 || Iter Time:0.01134181022644043 || Total time:26.21575927734375 Iteration: 71 || Clusters count: 13 || Log posterior: -258363.84968993967 || Iter Time:0.02579212188720703 || Total time:26.241551399230957 Iteration: 72 || Clusters count: 13 || Log posterior: -258144.00303940105 || Iter Time:0.012040138244628906 || Total time:26.253591537475586 Iteration: 73 || Clusters count: 14 || Log posterior: -257778.06672390964 || Iter Time:0.013534069061279297 || Total time:26.267125606536865 Iteration: 74 || Clusters count: 14 || Log posterior: -257739.9748566071 || Iter Time:0.012629032135009766 || Total time:26.279754638671875 Iteration: 75 || Clusters count: 14 || Log posterior: -257734.06299430836 || Iter Time:0.012326955795288086 || Total time:26.292081594467163 Iteration: 76 || Clusters count: 14 || Log posterior: -257746.46793750182 || Iter Time:0.012408018112182617 || Total time:26.304489612579346 Iteration: 77 || Clusters count: 14 || Log posterior: -257737.52287579942 || Iter Time:0.030946016311645508 || Total time:26.33543562889099 Iteration: 78 || Clusters count: 14 || Log posterior: -257729.39816079484 || Iter Time:0.01311492919921875 || Total time:26.34855055809021 Iteration: 79 || Clusters count: 14 || Log posterior: -257707.94257130905 || Iter Time:0.01317596435546875 || Total time:26.36172652244568 Iteration: 80 || Clusters count: 14 || Log posterior: -257729.5834263861 || Iter Time:0.013112068176269531 || Total time:26.37483859062195 Iteration: 81 || Clusters count: 14 || Log posterior: -257741.6278885991 || Iter Time:0.01340794563293457 || Total time:26.388246536254883 Iteration: 82 || Clusters count: 14 || Log posterior: -257732.7572918217 || Iter Time:0.015365123748779297 || Total time:26.403611660003662 Iteration: 83 || Clusters count: 14 || Log posterior: -257698.6536459941 || Iter Time:0.013386964797973633 || Total time:26.416998624801636 Loading and distributing data: 0.001002 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257886.836936264 || Iter Time:0.01484823226928711 || Total time:26.431846857070923 Iteration: 85 || Clusters count: 15 || Log posterior: -257719.70704277445 || Iter Time:0.015243053436279297 || Total time:26.447089910507202 Iteration: 86 || Clusters count: 17 || Log posterior: -256820.7639897463 || Iter Time:0.022173166275024414 || Total time:26.469263076782227 Iteration: 87 || Clusters count: 17 || Log posterior: -256746.4156865293 || Iter Time:0.01661992073059082 || Total time:26.485882997512817 Iteration: 88 || Clusters count: 18 || Log posterior: -256434.74309100385 || Iter Time:0.017942190170288086 || Total time:26.503825187683105 Iteration: 89 || Clusters count: 18 || Log posterior: -256408.10882158342 || Iter 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-255268.82116379385 || Iter Time:0.02929210662841797 || Total time:29.508543014526367 Iteration: 193 || Clusters count: 20 || Log posterior: -255273.3153521344 || Iter Time:0.0314478874206543 || Total time:29.53999090194702 Iteration: 194 || Clusters count: 20 || Log posterior: -255267.55875783184 || Iter Time:0.036257028579711914 || Total time:29.576247930526733 Iteration: 195 || Clusters count: 20 || Log posterior: -255267.55875783184 || Iter Time:0.02893996238708496 || Total time:29.60518789291382 Iteration: 196 || Clusters count: 20 || Log posterior: -255267.54332999678 || Iter Time:0.03418993949890137 || Total time:29.63937783241272 Iteration: 197 || Clusters count: 20 || Log posterior: -255274.2796976229 || Iter Time:0.031220197677612305 || Total time:29.670598030090332 Iteration: 198 || Clusters count: 20 || Log posterior: -255234.66445549513 || Iter Time:0.0336918830871582 || Total time:29.70428991317749 Iteration: 199 || Clusters count: 20 || Log posterior: -255238.49400955735 || Iter Time:0.03338503837585449 || Total time:29.737674951553345 Iteration: 200 || Clusters count: 20 || Log posterior: -255238.2390186933 || Iter Time:0.02930617332458496 || Total time:29.76698112487793 Iteration: 201 || Clusters count: 20 || Log posterior: -255238.2390186933 || Iter Time:0.03537416458129883 || Total time:29.80235528945923 Iteration: 202 || Clusters count: 20 || Log posterior: -255251.38482761141 || Iter Time:0.028772830963134766 || Total time:29.831128120422363 Iteration: 203 || Clusters count: 20 || Log posterior: -255237.94485206314 || Iter Time:0.030256986618041992 || Total time:29.861385107040405 Iteration: 204 || Clusters count: 20 || Log posterior: -255236.60584994027 || Iter Time:0.03493213653564453 || Total time:29.89631724357605 Iteration: 205 || Clusters count: 20 || Log posterior: -255253.50125245497 || Iter Time:0.030014991760253906 || Total time:29.926332235336304 Iteration: 206 || Clusters count: 20 || Log posterior: -255241.89905681353 || Iter Time:0.031687021255493164 || Total time:29.958019256591797 Iteration: 207 || Clusters count: 20 || Log posterior: -255238.077711401 || Iter Time:0.04226088523864746 || Total time:30.000280141830444 Iteration: 208 || Clusters count: 20 || Log posterior: -255243.61879220675 || Iter Time:0.032913923263549805 || Total time:30.033194065093994 Iteration: 209 || Clusters count: 20 || Log posterior: -255235.80194183372 || Iter Time:0.034002065658569336 || Total time:30.067196130752563 NMI: 0.810902797659365 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.2s [22157, 77521, 101023, 48778, 70585, 3011, 7956, 1019, 19613, 78163, 7412, 100021, 173710, 53273, 3628, 6451, 79747, 7069, 84075, 54788] Loading and distributing data: 0.000304 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:4.895026922225952 || Total time:4.895026922225952 Iteration: 1 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.002115011215209961 || Total time:4.897141933441162 Iteration: 2 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0017228126525878906 || Total time:4.89886474609375 Iteration: 3 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0016851425170898438 || Total time:4.90054988861084 Iteration: 4 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0016810894012451172 || Total time:4.902230978012085 Iteration: 5 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0016560554504394531 || Total time:4.903887033462524 Iteration: 6 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0016400814056396484 || Total time:4.905527114868164 Iteration: 7 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0014901161193847656 || Total time:4.907017230987549 Iteration: 8 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.13225102424621582 || Total time:5.039268255233765 Iteration: 9 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0022361278533935547 || Total time:5.041504383087158 Iteration: 10 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0020051002502441406 || Total time:5.043509483337402 Iteration: 11 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018739700317382812 || Total time:5.045383453369141 Iteration: 12 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018939971923828125 || Total time:5.047277450561523 Iteration: 13 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018320083618164062 || Total time:5.04910945892334 Iteration: 14 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018870830535888672 || Total time:5.050996541976929 Iteration: 15 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018720626831054688 || Total time:5.052868604660034 Iteration: 16 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0017979145050048828 || Total time:5.054666519165039 Iteration: 17 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0017628669738769531 || Total time:5.056429386138916 Iteration: 18 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0017209053039550781 || Total time:5.058150291442871 Iteration: 19 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0019028186798095703 || Total time:5.060053110122681 Iteration: 20 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018880367279052734 || Total time:5.061941146850586 Iteration: 21 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018620491027832031 || Total time:5.063803195953369 Iteration: 22 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018961429595947266 || Total time:5.065699338912964 Iteration: 23 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0019199848175048828 || Total time:5.067619323730469 Iteration: 24 || Clusters count: 1 || Log posterior: -7223.282259461032 || Iter Time:0.0018091201782226562 || Total time:5.069428443908691 Iteration: 25 || Clusters count: 2 || Log posterior: -7206.5325665172195 || Iter Time:0.03867793083190918 || Total time:5.108106374740601 Iteration: 26 || Clusters count: 2 || Log posterior: -7125.4777167169295 || Iter Time:0.0020368099212646484 || Total time:5.110143184661865 Iteration: 27 || Clusters count: 2 || Log posterior: -7057.293334867109 || Iter Time:0.0019199848175048828 || Total time:5.11206316947937 Iteration: 28 || Clusters count: 2 || Log posterior: -6991.66241034171 || Iter Time:0.002008199691772461 || Total time:5.114071369171143 Iteration: 29 || Clusters count: 2 || Log posterior: -6925.826432998193 || Iter Time:0.0019481182098388672 || Total time:5.1160194873809814 Iteration: 30 || Clusters count: 2 || Log posterior: -6818.054481517243 || Iter Time:1.1956079006195068 || Total time:6.311627388000488 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000188 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 2 || Log posterior: -6721.060618979947 || Iter Time:0.028538942337036133 || Total time:6.340166330337524 Iteration: 32 || Clusters count: 2 || Log posterior: -6691.501855762293 || Iter Time:0.002992868423461914 || Total time:6.343159198760986 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 2 || Log posterior: -6301.801700371247 || Iter Time:0.0020520687103271484 || Total time:6.3452112674713135 Iteration: 34 || Clusters count: 2 || Log posterior: -6299.486430979552 || Iter Time:0.0029268264770507812 || Total time:6.348138093948364 Loading and distributing data: 0.000134 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 2 || Log posterior: -6203.883567573643 || Iter Time:0.0020189285278320312 || Total time:6.350157022476196 Iteration: 36 || Clusters count: 2 || Log posterior: -6197.985175031226 || Iter Time:0.0027370452880859375 || Total time:6.352894067764282 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 2 || Log posterior: -6186.344861745101 || Iter Time:0.002012014389038086 || Total time:6.35490608215332 Iteration: 38 || Clusters count: 2 || Log posterior: -6179.277374699968 || Iter Time:0.0029070377349853516 || Total time:6.357813119888306 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 2 || Log posterior: -6162.556953118841 || Iter Time:0.002019166946411133 || Total time:6.359832286834717 Iteration: 40 || Clusters count: 2 || Log posterior: -6161.9121341548 || Iter Time:0.002902984619140625 || Total time:6.362735271453857 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 2 || Log posterior: -6172.915268328135 || Iter Time:0.0020639896392822266 || Total time:6.36479926109314 Iteration: 42 || Clusters count: 2 || Log posterior: -6172.831540377812 || Iter Time:0.002836942672729492 || Total time:6.367636203765869 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 3 || Log posterior: -5297.495715396616 || Iter Time:0.0032110214233398438 || Total time:6.370847225189209 Iteration: 44 || Clusters count: 3 || Log posterior: -5245.289196083453 || Iter Time:0.004003047943115234 || Total time:6.374850273132324 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 3 || Log posterior: -5244.074711131249 || Iter Time:0.002638101577758789 || Total time:6.377488374710083 Iteration: 46 || Clusters count: 3 || Log posterior: -5241.632452876472 || Iter Time:0.004022121429443359 || Total time:6.381510496139526 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 3 || Log posterior: -5232.065787724022 || Iter Time:0.002930164337158203 || Total time:6.384440660476685 Iteration: 48 || Clusters count: 3 || Log posterior: -5230.152240682347 || Iter Time:0.003871917724609375 || Total time:6.388312578201294 Loading and distributing data: 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posterior: -5231.301408350169 || Iter Time:0.004229068756103516 || Total time:6.5246875286102295 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 3 || Log posterior: -5246.900416025444 || Iter Time:0.003098011016845703 || Total time:6.527785539627075 Iteration: 62 || Clusters count: 3 || Log posterior: -5235.4989944832905 || Iter Time:0.00413203239440918 || Total time:6.531917572021484 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 3 || Log posterior: -5259.154612130684 || Iter Time:0.003340005874633789 || Total time:6.535257577896118 Iteration: 64 || Clusters count: 3 || Log posterior: -5250.263138268816 || Iter Time:0.004744052886962891 || Total time:6.540001630783081 Loading and distributing data: 0.000131 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 3 || Log posterior: -5228.648677935759 || Iter Time:0.0035419464111328125 || Total 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Iteration: 155 || Clusters count: 13 || Log posterior: -3731.544650352619 || Iter Time:0.00870513916015625 || Total time:7.872759580612183 Iteration: 156 || Clusters count: 12 || Log posterior: -3706.19694059435 || Iter Time:0.013737916946411133 || Total time:7.886497497558594 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 157 || Clusters count: 12 || Log posterior: -3767.2242664812125 || Iter Time:0.009144067764282227 || Total time:7.895641565322876 Iteration: 158 || Clusters count: 12 || Log posterior: -3737.596965252197 || Iter Time:0.012341976165771484 || Total time:7.9079835414886475 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 159 || Clusters count: 12 || Log posterior: -3795.360670155785 || Iter Time:0.009076118469238281 || Total time:7.917059659957886 Iteration: 160 || Clusters count: 12 || Log posterior: -3777.9067464163186 || Iter Time:0.012388944625854492 || Total time:7.92944860458374 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 161 || Clusters count: 13 || Log posterior: -3799.54720003219 || Iter Time:0.009092092514038086 || Total time:7.938540697097778 Iteration: 162 || Clusters count: 13 || Log posterior: -3778.100609439108 || Iter Time:0.013262033462524414 || Total time:7.951802730560303 Loading and distributing data: 0.000129 seconds (128 allocations: 13.180 KiB) Iteration: 163 || Clusters count: 13 || Log posterior: -3797.382635549723 || Iter Time:0.009076833724975586 || Total time:7.960879564285278 Iteration: 164 || Clusters count: 13 || Log posterior: -3757.035479065289 || Iter Time:0.02593088150024414 || Total time:7.9868104457855225 Loading and distributing data: 0.000262 seconds (128 allocations: 13.180 KiB) Iteration: 165 || Clusters count: 13 || Log posterior: -3747.0999982061844 || Iter Time:0.009859085083007812 || Total time:7.99666953086853 Iteration: 166 || Clusters count: 13 || Log posterior: 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Iteration: 205 || Clusters count: 13 || Log posterior: -3761.6400072038946 || Iter Time:0.012274980545043945 || Total time:8.58491826057434 Iteration: 206 || Clusters count: 13 || Log posterior: -3743.393217871099 || Iter Time:0.014580965042114258 || Total time:8.599499225616455 Loading and distributing data: 0.000158 seconds (128 allocations: 13.180 KiB) Iteration: 207 || Clusters count: 13 || Log posterior: -3790.5801987922614 || Iter Time:0.009121179580688477 || Total time:8.608620405197144 Iteration: 208 || Clusters count: 13 || Log posterior: -3755.1224656353575 || Iter Time:0.014899969100952148 || Total time:8.623520374298096 Loading and distributing data: 0.000145 seconds (128 allocations: 13.180 KiB) Iteration: 209 || Clusters count: 13 || Log posterior: -3794.465874305949 || Iter Time:0.012085914611816406 || Total time:8.635606288909912 Iteration: 210 || Clusters count: 13 || Log posterior: -3774.0909991145045 || Iter Time:0.014587879180908203 || Total time:8.65019416809082 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Iteration: 471 || Clusters count: 12 || Log posterior: -3750.851788132535 || Iter Time:0.010221004486083984 || Total time:12.006005764007568 Iteration: 472 || Clusters count: 12 || Log posterior: -3743.006912476604 || Iter Time:0.032933950424194336 || Total time:12.038939714431763 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 473 || Clusters count: 12 || Log posterior: -3721.0288500234083 || Iter Time:0.010089874267578125 || Total time:12.04902958869934 Iteration: 474 || Clusters count: 12 || Log posterior: -3706.5175723519933 || Iter Time:0.013820886611938477 || Total time:12.06285047531128 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 475 || Clusters count: 12 || Log posterior: -3783.469416050067 || Iter Time:0.010452985763549805 || Total time:12.073303461074829 Iteration: 476 || Clusters count: 12 || Log posterior: -3758.118916290741 || Iter Time:0.013135194778442383 || Total 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Iteration: 493 || Clusters count: 12 || Log posterior: -3692.8020376873583 || Iter Time:0.009618997573852539 || Total time:12.288586616516113 Iteration: 494 || Clusters count: 12 || Log posterior: -3653.4219403703682 || Iter Time:0.012962102890014648 || Total time:12.301548719406128 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 495 || Clusters count: 12 || Log posterior: -3670.052631645764 || Iter Time:0.009864091873168945 || Total time:12.311412811279297 Iteration: 496 || Clusters count: 12 || Log posterior: -3640.7985743190225 || Iter Time:0.013514041900634766 || Total time:12.324926853179932 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 497 || Clusters count: 12 || Log posterior: -3659.9700944471256 || Iter Time:0.008953094482421875 || Total time:12.333879947662354 Iteration: 498 || Clusters count: 12 || Log posterior: -3643.171802401566 || Iter Time:0.012590885162353516 || Total 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Iteration: 515 || Clusters count: 12 || Log posterior: -3712.6507349462217 || Iter Time:0.008507013320922852 || Total time:12.557279586791992 Iteration: 516 || Clusters count: 12 || Log posterior: -3693.9083228874156 || Iter Time:0.012989997863769531 || Total time:12.570269584655762 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 517 || Clusters count: 12 || Log posterior: -3753.9024718846476 || Iter Time:0.010264158248901367 || Total time:12.580533742904663 Iteration: 518 || Clusters count: 12 || Log posterior: -3710.530855591899 || Iter Time:0.014106988906860352 || Total time:12.594640731811523 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 519 || Clusters count: 12 || Log posterior: -3738.3497619838154 || Iter Time:0.010651826858520508 || Total time:12.605292558670044 Iteration: 520 || Clusters count: 12 || Log posterior: -3713.181944166723 || Iter Time:0.013399839401245117 || Total 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Iteration: 559 || Clusters count: 12 || Log posterior: -3714.823684832633 || Iter Time:0.010896921157836914 || Total time:13.150469303131104 Iteration: 560 || Clusters count: 12 || Log posterior: -3702.1735036138366 || Iter Time:0.014725923538208008 || Total time:13.165195226669312 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 561 || Clusters count: 12 || Log posterior: -3771.2926138730877 || Iter Time:0.01050710678100586 || Total time:13.175702333450317 Iteration: 562 || Clusters count: 12 || Log posterior: -3743.8818110459456 || Iter Time:0.014393806457519531 || Total time:13.190096139907837 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 563 || Clusters count: 12 || Log posterior: -3759.0452101936016 || Iter Time:0.011284112930297852 || Total time:13.201380252838135 Iteration: 564 || Clusters count: 12 || Log posterior: -3740.533526723987 || Iter Time:0.014976978302001953 || Total 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Iteration: 603 || Clusters count: 13 || Log posterior: -3721.715893374905 || Iter Time:0.01214289665222168 || Total time:13.771430969238281 Iteration: 604 || Clusters count: 13 || Log posterior: -3702.7827555409526 || Iter Time:0.017269134521484375 || Total time:13.788700103759766 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 605 || Clusters count: 13 || Log posterior: -3718.1214043268033 || Iter Time:0.011120796203613281 || Total time:13.799820899963379 Iteration: 606 || Clusters count: 13 || Log posterior: -3692.3660902136685 || Iter Time:0.01508784294128418 || Total time:13.814908742904663 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 607 || Clusters count: 13 || Log posterior: -3710.7642963704297 || Iter Time:0.011159896850585938 || Total time:13.826068639755249 Iteration: 608 || Clusters count: 13 || Log posterior: -3681.7543500472343 || Iter Time:0.01602792739868164 || Total 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Iteration: 625 || Clusters count: 13 || Log posterior: -3739.5610161336167 || Iter Time:0.012514114379882812 || Total time:14.07873249053955 Iteration: 626 || Clusters count: 13 || Log posterior: -3722.3387026168994 || Iter Time:0.016609907150268555 || Total time:14.09534239768982 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 627 || Clusters count: 13 || Log posterior: -3724.969368370837 || Iter Time:0.012048006057739258 || Total time:14.107390403747559 Iteration: 628 || Clusters count: 13 || Log posterior: -3681.745218073842 || Iter Time:0.017215967178344727 || Total time:14.124606370925903 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 629 || Clusters count: 13 || Log posterior: -3684.441450241751 || Iter Time:0.012813091278076172 || Total time:14.13741946220398 Iteration: 630 || Clusters count: 13 || Log posterior: -3674.5932493152422 || Iter Time:0.0159451961517334 || Total time:14.153364658355713 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Iteration: 697 || Clusters count: 13 || Log posterior: -3770.5274184423733 || Iter Time:0.010391950607299805 || Total time:15.10309648513794 Iteration: 698 || Clusters count: 13 || Log posterior: -3754.8687457723104 || Iter Time:0.01453709602355957 || Total time:15.117633581161499 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 699 || Clusters count: 13 || Log posterior: -3730.276581854339 || Iter Time:0.010143041610717773 || Total time:15.127776622772217 Iteration: 700 || Clusters count: 13 || Log posterior: -3694.4316170505513 || Iter Time:0.01450490951538086 || Total time:15.142281532287598 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 701 || Clusters count: 13 || Log posterior: -3725.8086112280075 || Iter Time:0.012159109115600586 || Total time:15.154440641403198 Iteration: 702 || Clusters count: 13 || Log posterior: -3718.339412337642 || Iter Time:0.015114068984985352 || Total 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Iteration: 719 || Clusters count: 13 || Log posterior: -3740.2599080518407 || Iter Time:0.01237797737121582 || Total time:15.400960922241211 Iteration: 720 || Clusters count: 13 || Log posterior: -3719.431358983298 || Iter Time:0.016557931900024414 || Total time:15.417518854141235 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 721 || Clusters count: 13 || Log posterior: -3746.479717359875 || Iter Time:0.012543916702270508 || Total time:15.430062770843506 Iteration: 722 || Clusters count: 13 || Log posterior: -3720.0028306175986 || Iter Time:0.017225980758666992 || Total time:15.447288751602173 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 723 || Clusters count: 13 || Log posterior: -3731.974547384752 || Iter Time:0.013839006423950195 || Total time:15.461127758026123 Iteration: 724 || Clusters count: 13 || Log posterior: -3718.4597043259046 || Iter Time:0.01626896858215332 || Total 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Iteration: 741 || Clusters count: 13 || Log posterior: -3744.4096690337574 || Iter Time:0.009657144546508789 || Total time:15.718494415283203 Iteration: 742 || Clusters count: 13 || Log posterior: -3715.8560187209164 || Iter Time:0.014347076416015625 || Total time:15.732841491699219 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 743 || Clusters count: 13 || Log posterior: -3736.963261805412 || Iter Time:0.010026931762695312 || Total time:15.742868423461914 Iteration: 744 || Clusters count: 13 || Log posterior: -3709.945958298741 || Iter Time:0.014979124069213867 || Total time:15.757847547531128 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 745 || Clusters count: 13 || Log posterior: -3697.797057656195 || Iter Time:0.010611772537231445 || Total time:15.76845932006836 Iteration: 746 || Clusters count: 13 || Log posterior: -3667.735669990456 || Iter Time:0.01463007926940918 || Total 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Iteration: 763 || Clusters count: 13 || Log posterior: -3760.8399759396284 || Iter Time:0.009742975234985352 || Total time:16.024298191070557 Iteration: 764 || Clusters count: 13 || Log posterior: -3746.9292501361983 || Iter Time:0.014238119125366211 || Total time:16.038536310195923 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 12 || Log posterior: -3762.3485090807008 || Iter Time:0.010285139083862305 || Total time:16.048821449279785 Iteration: 766 || Clusters count: 12 || Log posterior: -3733.3396788435616 || Iter Time:0.014288902282714844 || Total time:16.0631103515625 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3777.8825119492913 || Iter Time:0.009956121444702148 || Total time:16.073066473007202 Iteration: 768 || Clusters count: 12 || Log posterior: -3753.827196564055 || Iter Time:0.013411998748779297 || Total 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Iteration: 785 || Clusters count: 13 || Log posterior: -3731.0101801682567 || Iter Time:0.011383056640625 || Total time:16.29789423942566 Iteration: 786 || Clusters count: 13 || Log posterior: -3710.618602217486 || Iter Time:0.015550851821899414 || Total time:16.31344509124756 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 787 || Clusters count: 13 || Log posterior: -3766.5208952690273 || Iter Time:0.013237953186035156 || Total time:16.326683044433594 Iteration: 788 || Clusters count: 13 || Log posterior: -3731.022792080265 || Iter Time:0.017490863800048828 || Total time:16.344173908233643 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 789 || Clusters count: 13 || Log posterior: -3783.8982710948217 || Iter Time:0.011521100997924805 || Total time:16.355695009231567 Iteration: 790 || Clusters count: 13 || Log posterior: -3753.6384524354157 || Iter Time:0.015746116638183594 || Total time:16.37144112586975 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-3693.6614261084837 || Iter Time:0.015036821365356445 || Total time:16.467716217041016 Loading and distributing data: 0.000173 seconds (129 allocations: 13.195 KiB) Iteration: 797 || Clusters count: 13 || Log posterior: -3766.4400775357353 || Iter Time:0.011478185653686523 || Total time:16.479194402694702 Iteration: 798 || Clusters count: 13 || Log posterior: -3735.6863396268564 || Iter Time:0.015179872512817383 || Total time:16.49437427520752 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 799 || Clusters count: 13 || Log posterior: -3780.751198147761 || Iter Time:0.011265039443969727 || Total time:16.50563931465149 Iteration: 800 || Clusters count: 13 || Log posterior: -3763.151726156583 || Iter Time:0.014045000076293945 || Total time:16.519684314727783 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 14 || Log posterior: -3822.7082351828276 || Iter Time:0.010052919387817383 || 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-3712.1025354795393 || Iter Time:0.010327816009521484 || Total time:16.89142632484436 Iteration: 830 || Clusters count: 13 || Log posterior: -3695.266373739133 || Iter Time:0.014251947402954102 || Total time:16.905678272247314 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 831 || Clusters count: 13 || Log posterior: -3695.436275524038 || Iter Time:0.00976109504699707 || Total time:16.91543936729431 Iteration: 832 || Clusters count: 13 || Log posterior: -3666.6802067593862 || Iter Time:0.013354063034057617 || Total time:16.92879343032837 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 833 || Clusters count: 13 || Log posterior: -3687.4704154377537 || Iter Time:0.010085105895996094 || Total time:16.938878536224365 Iteration: 834 || Clusters count: 13 || Log posterior: -3662.9572317048032 || Iter Time:0.013849973678588867 || Total time:16.952728509902954 Loading and distributing data: 0.000122 seconds (129 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Iteration: 857 || Clusters count: 12 || Log posterior: -3773.3310755494617 || Iter Time:0.009859085083007812 || Total time:17.23049283027649 Iteration: 858 || Clusters count: 12 || Log posterior: -3746.3631087405706 || Iter Time:0.03375983238220215 || Total time:17.26425266265869 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 859 || Clusters count: 12 || Log posterior: -3695.813270680916 || Iter Time:0.009417057037353516 || Total time:17.273669719696045 Iteration: 860 || Clusters count: 12 || Log posterior: -3678.5513515129596 || Iter Time:0.014364004135131836 || Total time:17.288033723831177 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 861 || Clusters count: 12 || Log posterior: -3703.7077365321707 || Iter Time:0.010182857513427734 || Total time:17.298216581344604 Iteration: 862 || Clusters count: 11 || Log posterior: -3673.3126430189654 || Iter Time:0.01332998275756836 || Total 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Iteration: 879 || Clusters count: 12 || Log posterior: -3748.298259058584 || Iter Time:0.008496999740600586 || Total time:17.495046854019165 Iteration: 880 || Clusters count: 12 || Log posterior: -3732.208208629782 || Iter Time:0.013632059097290039 || Total time:17.508678913116455 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 881 || Clusters count: 12 || Log posterior: -3736.6618623189916 || Iter Time:0.009259939193725586 || Total time:17.51793885231018 Iteration: 882 || Clusters count: 12 || Log posterior: -3725.96663440842 || Iter Time:0.01332402229309082 || Total time:17.53126287460327 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 883 || Clusters count: 12 || Log posterior: -3761.7102207821104 || Iter Time:0.00875997543334961 || Total time:17.54002285003662 Iteration: 884 || Clusters count: 12 || Log posterior: -3735.6647008356254 || Iter Time:0.012575149536132812 || Total time:17.552597999572754 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Iteration: 901 || Clusters count: 12 || Log posterior: -3741.0384771877957 || Iter Time:0.009485960006713867 || Total time:17.751863718032837 Iteration: 902 || Clusters count: 12 || Log posterior: -3717.236169836538 || Iter Time:0.014353036880493164 || Total time:17.76621675491333 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 903 || Clusters count: 12 || Log posterior: -3706.039793392552 || Iter Time:0.01213693618774414 || Total time:17.778353691101074 Iteration: 904 || Clusters count: 12 || Log posterior: -3694.930278768056 || Iter Time:0.014978885650634766 || Total time:17.79333257675171 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 905 || Clusters count: 12 || Log posterior: -3708.8021826407617 || Iter Time:0.009597063064575195 || Total time:17.802929639816284 Iteration: 906 || Clusters count: 12 || Log posterior: -3698.8763672662094 || Iter Time:0.013820886611938477 || Total 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Iteration: 923 || Clusters count: 12 || Log posterior: -3727.3665808994383 || Iter Time:0.009685993194580078 || Total time:18.014947175979614 Iteration: 924 || Clusters count: 12 || Log posterior: -3704.401040102063 || Iter Time:0.013424158096313477 || Total time:18.028371334075928 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 925 || Clusters count: 12 || Log posterior: -3678.6625262509033 || Iter Time:0.009289979934692383 || Total time:18.03766131401062 Iteration: 926 || Clusters count: 12 || Log posterior: -3658.4579665896235 || Iter Time:0.013023853302001953 || Total time:18.050685167312622 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 927 || Clusters count: 12 || Log posterior: -3701.420116549168 || Iter Time:0.010931968688964844 || Total time:18.061617136001587 Iteration: 928 || Clusters count: 12 || Log posterior: -3684.840377948911 || Iter Time:0.014664888381958008 || Total 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Iteration: 945 || Clusters count: 12 || Log posterior: -3769.271763932594 || Iter Time:0.009343147277832031 || Total time:18.28694248199463 Iteration: 946 || Clusters count: 12 || Log posterior: -3751.765331734555 || Iter Time:0.012560844421386719 || Total time:18.299503326416016 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 947 || Clusters count: 12 || Log posterior: -3777.4085930387923 || Iter Time:0.009485006332397461 || Total time:18.308988332748413 Iteration: 948 || Clusters count: 12 || Log posterior: -3752.82734113604 || Iter Time:0.012875795364379883 || Total time:18.321864128112793 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 949 || Clusters count: 12 || Log posterior: -3753.590949531062 || Iter Time:0.010680913925170898 || Total time:18.332545042037964 Iteration: 950 || Clusters count: 12 || Log posterior: -3735.7902776674487 || Iter Time:0.012848854064941406 || Total 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|| Log posterior: -3714.573323216359 || Iter Time:0.013084888458251953 || Total time:18.414587020874023 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 957 || Clusters count: 12 || Log posterior: -3705.022586677605 || Iter Time:0.01044607162475586 || Total time:18.42503309249878 Iteration: 958 || Clusters count: 12 || Log posterior: -3694.8751869422404 || Iter Time:0.0134429931640625 || Total time:18.438476085662842 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 959 || Clusters count: 12 || Log posterior: -3731.70360962772 || Iter Time:0.010118961334228516 || Total time:18.44859504699707 Iteration: 960 || Clusters count: 12 || Log posterior: -3693.6830134439183 || Iter Time:0.015028953552246094 || Total time:18.463624000549316 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 961 || Clusters count: 12 || Log posterior: -3685.4161171922583 || Iter 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Iteration: 967 || Clusters count: 12 || Log posterior: -3734.1538022281848 || Iter Time:0.03370094299316406 || Total time:18.57038164138794 Iteration: 968 || Clusters count: 12 || Log posterior: -3713.8275580824384 || Iter Time:0.014851093292236328 || Total time:18.585232734680176 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 969 || Clusters count: 12 || Log posterior: -3701.6944177214823 || Iter Time:0.010454893112182617 || Total time:18.59568762779236 Iteration: 970 || Clusters count: 12 || Log posterior: -3687.6301171510663 || Iter Time:0.013316869735717773 || Total time:18.609004497528076 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 971 || Clusters count: 12 || Log posterior: -3730.8182097225927 || Iter Time:0.00934910774230957 || Total time:18.618353605270386 Iteration: 972 || Clusters count: 12 || Log posterior: -3702.8024072063713 || Iter Time:0.013870000839233398 || Total 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-3721.738136878185 || Iter Time:0.013161182403564453 || Total time:18.976206302642822 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1001 || Clusters count: 12 || Log posterior: -3788.8698492035655 || Iter Time:0.009904146194458008 || Total time:18.98611044883728 Iteration: 1002 || Clusters count: 12 || Log posterior: -3758.3122719102967 || Iter Time:0.014351844787597656 || Total time:19.000462293624878 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1003 || Clusters count: 12 || Log posterior: -3759.9529933592053 || Iter Time:0.010020971298217773 || Total time:19.010483264923096 Iteration: 1004 || Clusters count: 12 || Log posterior: -3747.0868533165453 || Iter Time:0.03465008735656738 || Total time:19.045133352279663 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1005 || Clusters count: 12 || Log posterior: -3761.1104160417062 || Iter Time:0.008986949920654297 || Total time:19.054120302200317 Iteration: 1006 || Clusters count: 12 || Log posterior: -3747.0413809487172 || Iter Time:0.013054132461547852 || Total time:19.067174434661865 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1007 || Clusters count: 12 || Log posterior: -3762.315766094576 || Iter Time:0.010092020034790039 || Total time:19.077266454696655 Iteration: 1008 || Clusters count: 12 || Log posterior: -3730.6469749703756 || Iter Time:0.014264106750488281 || Total time:19.091530561447144 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1009 || Clusters count: 12 || Log posterior: -3732.7775381201113 || Iter Time:0.010584115982055664 || Total time:19.1021146774292 Iteration: 1010 || Clusters count: 12 || Log posterior: -3716.604991321595 || Iter Time:0.013791084289550781 || Total time:19.11590576171875 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1011 || 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-3704.0690835454575 || Iter Time:0.013694047927856445 || Total time:19.548837423324585 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1045 || Clusters count: 12 || Log posterior: -3699.119758857646 || Iter Time:0.01031804084777832 || Total time:19.559155464172363 Iteration: 1046 || Clusters count: 12 || Log posterior: -3676.741621098341 || Iter Time:0.013751983642578125 || Total time:19.57290744781494 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1047 || Clusters count: 12 || Log posterior: -3742.426828114949 || Iter Time:0.010949850082397461 || Total time:19.58385729789734 Iteration: 1048 || Clusters count: 12 || Log posterior: -3720.047719396955 || Iter Time:0.01397395133972168 || Total time:19.59783124923706 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1049 || Clusters count: 12 || Log posterior: -3746.038003454878 || Iter Time:0.009846925735473633 || 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-3684.3618228456617 || Iter Time:0.013852119445800781 || Total time:19.8222393989563 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1067 || Clusters count: 12 || Log posterior: -3708.0261631706594 || Iter Time:0.010190010070800781 || Total time:19.8324294090271 Iteration: 1068 || Clusters count: 12 || Log posterior: -3701.819972664373 || Iter Time:0.014058113098144531 || Total time:19.846487522125244 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1069 || Clusters count: 12 || Log posterior: -3748.7162730849523 || Iter Time:0.010395050048828125 || Total time:19.856882572174072 Iteration: 1070 || Clusters count: 12 || Log posterior: -3716.952876156425 || Iter Time:0.014305830001831055 || Total time:19.871188402175903 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1071 || Clusters count: 12 || Log posterior: -3722.7216023011647 || Iter Time:0.010617971420288086 || 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-3732.678113231146 || Iter Time:0.013615131378173828 || Total time:20.10968852043152 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1089 || Clusters count: 12 || Log posterior: -3739.1893512255265 || Iter Time:0.009902000427246094 || Total time:20.119590520858765 Iteration: 1090 || Clusters count: 12 || Log posterior: -3708.269075958278 || Iter Time:0.013086080551147461 || Total time:20.132676601409912 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1091 || Clusters count: 12 || Log posterior: -3682.7775158683903 || Iter Time:0.01544189453125 || Total time:20.148118495941162 Iteration: 1092 || Clusters count: 12 || Log posterior: -3665.5531615939603 || Iter Time:0.020678043365478516 || Total time:20.16879653930664 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1093 || Clusters count: 11 || Log posterior: -3681.0283729102175 || Iter Time:0.008790016174316406 || 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-3730.619376411396 || Iter Time:0.013746023178100586 || Total time:21.23123526573181 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1177 || Clusters count: 12 || Log posterior: -3799.6985763247153 || Iter Time:0.010405778884887695 || Total time:21.2416410446167 Iteration: 1178 || Clusters count: 12 || Log posterior: -3761.7386767789067 || Iter Time:0.014137029647827148 || Total time:21.255778074264526 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1179 || Clusters count: 12 || Log posterior: -3813.3564507764245 || Iter Time:0.010189056396484375 || Total time:21.26596713066101 Iteration: 1180 || Clusters count: 12 || Log posterior: -3756.000248892645 || Iter Time:0.015463113784790039 || Total time:21.2814302444458 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1181 || Clusters count: 12 || Log posterior: -3779.6888573943133 || Iter Time:0.011300086975097656 || 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-3689.923654915809 || Iter Time:0.012902975082397461 || Total time:21.760985612869263 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1221 || Clusters count: 12 || Log posterior: -3717.5488771076502 || Iter Time:0.009882926940917969 || Total time:21.77086853981018 Iteration: 1222 || Clusters count: 12 || Log posterior: -3699.4445511477547 || Iter Time:0.013694047927856445 || Total time:21.784562587738037 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1223 || Clusters count: 12 || Log posterior: -3718.841802672075 || Iter Time:0.010499954223632812 || Total time:21.79506254196167 Iteration: 1224 || Clusters count: 12 || Log posterior: -3687.3847248784236 || Iter Time:0.0162200927734375 || Total time:21.811282634735107 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1225 || Clusters count: 12 || Log posterior: -3769.9017199413793 || Iter Time:0.03272891044616699 || 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-3696.6327226317167 || Iter Time:0.014079093933105469 || Total time:22.038101196289062 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1243 || Clusters count: 12 || Log posterior: -3661.349079711309 || Iter Time:0.008848905563354492 || Total time:22.046950101852417 Iteration: 1244 || Clusters count: 12 || Log posterior: -3623.376905972179 || Iter Time:0.013511180877685547 || Total time:22.060461282730103 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 12 || Log posterior: -3690.516274925456 || Iter Time:0.010359048843383789 || Total time:22.070820331573486 Iteration: 1246 || Clusters count: 12 || Log posterior: -3660.7280961993074 || Iter Time:0.014751911163330078 || Total time:22.085572242736816 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 12 || Log posterior: -3746.2818468531705 || Iter Time:0.01013803482055664 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-3720.253230972075 || Iter Time:0.012279987335205078 || Total time:22.304211378097534 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1265 || Clusters count: 12 || Log posterior: -3740.892946152291 || Iter Time:0.008405923843383789 || Total time:22.312617301940918 Iteration: 1266 || Clusters count: 12 || Log posterior: -3716.7405261333633 || Iter Time:0.012526988983154297 || Total time:22.325144290924072 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 12 || Log posterior: -3748.5521971438598 || Iter Time:0.010846853256225586 || Total time:22.335991144180298 Iteration: 1268 || Clusters count: 12 || Log posterior: -3719.4274566461463 || Iter Time:0.014004945755004883 || Total time:22.349996089935303 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 12 || Log posterior: -3728.8893009927574 || Iter Time:0.009746074676513672 || Total time:22.359742164611816 Iteration: 1270 || Clusters count: 12 || Log posterior: -3716.1559152463174 || Iter Time:0.014082908630371094 || Total time:22.373825073242188 Loading and distributing data: 0.000134 seconds (134 allocations: 13.352 KiB) Iteration: 1271 || Clusters count: 12 || Log posterior: -3708.355159881798 || Iter Time:0.009624004364013672 || Total time:22.3834490776062 Iteration: 1272 || Clusters count: 12 || Log posterior: -3687.2218387576836 || Iter Time:0.01311802864074707 || Total time:22.39656710624695 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1273 || Clusters count: 12 || Log posterior: -3688.705965393947 || Iter Time:0.009758949279785156 || Total time:22.406326055526733 Iteration: 1274 || Clusters count: 12 || Log posterior: -3676.1231498346333 || Iter Time:0.013242959976196289 || Total time:22.41956901550293 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1275 || 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-3715.033188435188 || Iter Time:0.013194084167480469 || Total time:22.56363272666931 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1287 || Clusters count: 12 || Log posterior: -3727.961641308968 || Iter Time:0.010286808013916016 || Total time:22.573919534683228 Iteration: 1288 || Clusters count: 12 || Log posterior: -3709.532143913595 || Iter Time:0.013365983963012695 || Total time:22.58728551864624 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1289 || Clusters count: 12 || Log posterior: -3746.562627071191 || Iter Time:0.01000213623046875 || Total time:22.59728765487671 Iteration: 1290 || Clusters count: 12 || Log posterior: -3721.2348074068987 || Iter Time:0.013570070266723633 || Total time:22.610857725143433 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1291 || Clusters count: 12 || Log posterior: -3751.7243491459067 || Iter Time:0.009637117385864258 || 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-3705.265522303984 || Iter Time:0.013195991516113281 || Total time:22.853182077407837 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1309 || Clusters count: 12 || Log posterior: -3751.518118222466 || Iter Time:0.00923013687133789 || Total time:22.862412214279175 Iteration: 1310 || Clusters count: 12 || Log posterior: -3719.7453006789256 || Iter Time:0.013492107391357422 || Total time:22.875904321670532 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1311 || Clusters count: 12 || Log posterior: -3731.9665782199554 || Iter Time:0.01086282730102539 || Total time:22.886767148971558 Iteration: 1312 || Clusters count: 12 || Log posterior: -3711.4566047109292 || Iter Time:0.013572931289672852 || Total time:22.90034008026123 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1313 || Clusters count: 12 || Log posterior: -3728.3812016229194 || Iter Time:0.009544134140014648 || 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-3672.592999947107 || Iter Time:0.013808012008666992 || Total time:23.103710889816284 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1331 || Clusters count: 12 || Log posterior: -3730.4627805422774 || Iter Time:0.00991511344909668 || Total time:23.11362600326538 Iteration: 1332 || Clusters count: 12 || Log posterior: -3717.9612366418955 || Iter Time:0.013862133026123047 || Total time:23.127488136291504 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1333 || Clusters count: 12 || Log posterior: -3721.0795328856852 || Iter Time:0.010184049606323242 || Total time:23.137672185897827 Iteration: 1334 || Clusters count: 12 || Log posterior: -3698.1824701739365 || Iter Time:0.014142990112304688 || Total time:23.151815176010132 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1335 || Clusters count: 12 || Log posterior: -3749.2996620209874 || Iter Time:0.009214162826538086 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Clusters count: 12 || Log posterior: -3707.3047965266364 || Iter Time:0.00981903076171875 || Total time:23.495540618896484 Iteration: 1364 || Clusters count: 12 || Log posterior: -3683.249817116422 || Iter Time:0.01396799087524414 || Total time:23.50950860977173 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1365 || Clusters count: 12 || Log posterior: -3758.1073324402314 || Iter Time:0.0109100341796875 || Total time:23.520418643951416 Iteration: 1366 || Clusters count: 12 || Log posterior: -3742.4242887747273 || Iter Time:0.014103889465332031 || Total time:23.534522533416748 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1367 || Clusters count: 12 || Log posterior: -3762.9469323788594 || Iter Time:0.010459184646606445 || Total time:23.544981718063354 Iteration: 1368 || Clusters count: 12 || Log posterior: -3731.4652113318257 || Iter Time:0.014666080474853516 || Total time:23.559647798538208 Loading and 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-3737.973079803664 || Iter Time:0.013469934463500977 || Total time:23.901100158691406 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1397 || Clusters count: 12 || Log posterior: -3784.846075388701 || Iter Time:0.010597944259643555 || Total time:23.91169810295105 Iteration: 1398 || Clusters count: 12 || Log posterior: -3757.1988366946334 || Iter Time:0.013900995254516602 || Total time:23.925599098205566 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1399 || Clusters count: 12 || Log posterior: -3787.9847590670306 || Iter Time:0.010139942169189453 || Total time:23.935739040374756 Iteration: 1400 || Clusters count: 12 || Log posterior: -3747.902666574342 || Iter Time:0.013911962509155273 || Total time:23.94965100288391 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1401 || Clusters count: 12 || Log posterior: -3747.9197844474816 || Iter Time:0.009449005126953125 || 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-3691.750729345779 || Iter Time:0.013550996780395508 || Total time:24.18285346031189 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1419 || Clusters count: 13 || Log posterior: -3703.062099622743 || Iter Time:0.00950002670288086 || Total time:24.19235348701477 Iteration: 1420 || Clusters count: 13 || Log posterior: -3669.7449367104596 || Iter Time:0.013589859008789062 || Total time:24.20594334602356 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 13 || Log posterior: -3738.9362782420444 || Iter Time:0.0092010498046875 || Total time:24.215144395828247 Iteration: 1422 || Clusters count: 13 || Log posterior: -3708.931258922687 || Iter Time:0.013926982879638672 || Total time:24.229071378707886 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 13 || Log posterior: -3754.749273699551 || Iter Time:0.009570837020874023 || 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-3763.3538448692466 || Iter Time:0.014575958251953125 || Total time:24.762398958206177 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1463 || Clusters count: 13 || Log posterior: -3770.281930333271 || Iter Time:0.010397911071777344 || Total time:24.772796869277954 Iteration: 1464 || Clusters count: 13 || Log posterior: -3751.1729440538984 || Iter Time:0.015136003494262695 || Total time:24.787932872772217 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1465 || Clusters count: 13 || Log posterior: -3800.6497895936996 || Iter Time:0.010972976684570312 || Total time:24.798905849456787 Iteration: 1466 || Clusters count: 13 || Log posterior: -3782.806697266104 || Iter Time:0.015231132507324219 || Total time:24.81413698196411 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1467 || Clusters count: 13 || Log posterior: -3783.445731315833 || Iter Time:0.01281595230102539 || 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-3734.0950514534397 || Iter Time:0.015071868896484375 || Total time:25.076881408691406 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 12 || Log posterior: -3733.399363332307 || Iter Time:0.010197877883911133 || Total time:25.087079286575317 Iteration: 1486 || Clusters count: 12 || Log posterior: -3696.5061133381305 || Iter Time:0.014042854309082031 || Total time:25.1011221408844 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3701.558248509263 || Iter Time:0.011404991149902344 || Total time:25.1125271320343 Iteration: 1488 || Clusters count: 12 || Log posterior: -3683.9669957293167 || Iter Time:0.015323877334594727 || Total time:25.127851009368896 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3709.5752677932273 || Iter Time:0.010995149612426758 || 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-3714.436652992065 || Iter Time:0.015009164810180664 || Total time:25.36332941055298 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 13 || Log posterior: -3709.415189430211 || Iter Time:0.011269807815551758 || Total time:25.37459921836853 Iteration: 1508 || Clusters count: 13 || Log posterior: -3692.801173496073 || Iter Time:0.014164924621582031 || Total time:25.388764142990112 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 13 || Log posterior: -3734.352697097576 || Iter Time:0.009633064270019531 || Total time:25.398397207260132 Iteration: 1510 || Clusters count: 13 || Log posterior: -3718.4614761091293 || Iter Time:0.013962984085083008 || Total time:25.412360191345215 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 13 || Log posterior: -3685.20193908914 || Iter Time:0.009721040725708008 || 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-3730.397793752705 || Iter Time:0.014463186264038086 || Total time:25.666284799575806 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 13 || Log posterior: -3755.1655176705444 || Iter Time:0.01182699203491211 || Total time:25.678111791610718 Iteration: 1530 || Clusters count: 13 || Log posterior: -3732.846109494418 || Iter Time:0.01414799690246582 || Total time:25.692259788513184 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 13 || Log posterior: -3748.249158662679 || Iter Time:0.009668827056884766 || Total time:25.70192861557007 Iteration: 1532 || Clusters count: 13 || Log posterior: -3725.4892330634375 || Iter Time:0.014174938201904297 || Total time:25.716103553771973 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 13 || Log posterior: -3704.62278395015 || Iter Time:0.010213136672973633 || 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-3734.659648579742 || Iter Time:0.015436887741088867 || Total time:25.944576025009155 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 13 || Log posterior: -3760.5015503625095 || Iter Time:0.011662960052490234 || Total time:25.956238985061646 Iteration: 1552 || Clusters count: 13 || Log posterior: -3736.6649213592204 || Iter Time:0.015465021133422852 || Total time:25.97170400619507 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 12 || Log posterior: -3691.265128745182 || Iter Time:0.011497974395751953 || Total time:25.98320198059082 Iteration: 1554 || Clusters count: 12 || Log posterior: -3673.100414276644 || Iter Time:0.035295963287353516 || Total time:26.018497943878174 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 12 || Log posterior: -3693.9953362765873 || Iter Time:0.010156869888305664 || 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-3687.381704286663 || Iter Time:0.01390695571899414 || Total time:26.24466872215271 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1573 || Clusters count: 13 || Log posterior: -3706.6381072337376 || Iter Time:0.010663986206054688 || Total time:26.255332708358765 Iteration: 1574 || Clusters count: 13 || Log posterior: -3696.172447678708 || Iter Time:0.015397787094116211 || Total time:26.27073049545288 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 13 || Log posterior: -3738.3775887884854 || Iter Time:0.011009931564331055 || Total time:26.281740427017212 Iteration: 1576 || Clusters count: 13 || Log posterior: -3707.279294169919 || Iter Time:0.016410112380981445 || Total time:26.298150539398193 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 13 || Log posterior: -3735.9909424929374 || Iter Time:0.010631084442138672 || 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|| Total time:26.892080545425415 Iteration: 1622 || Clusters count: 13 || Log posterior: -3719.0301804883875 || Iter Time:0.015395164489746094 || Total time:26.90747570991516 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1623 || Clusters count: 13 || Log posterior: -3697.8283186167287 || Iter Time:0.011662960052490234 || Total time:26.91913866996765 Iteration: 1624 || Clusters count: 13 || Log posterior: -3679.904230542666 || Iter Time:0.015501022338867188 || Total time:26.93463969230652 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1625 || Clusters count: 13 || Log posterior: -3765.164912229175 || Iter Time:0.011372089385986328 || Total time:26.946011781692505 Iteration: 1626 || Clusters count: 13 || Log posterior: -3733.457082192132 || Iter Time:0.015551090240478516 || Total time:26.961562871932983 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1627 || 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-3737.1403129778264 || Iter Time:0.015295028686523438 || Total time:27.14562463760376 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1639 || Clusters count: 13 || Log posterior: -3752.0959471166984 || Iter Time:0.01035308837890625 || Total time:27.155977725982666 Iteration: 1640 || Clusters count: 13 || Log posterior: -3736.4614653710014 || Iter Time:0.014871835708618164 || Total time:27.170849561691284 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1641 || Clusters count: 13 || Log posterior: -3749.9919326854783 || Iter Time:0.011499881744384766 || Total time:27.18234944343567 Iteration: 1642 || Clusters count: 13 || Log posterior: -3721.075739396036 || Iter Time:0.01635885238647461 || Total time:27.198708295822144 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1643 || Clusters count: 14 || Log posterior: -3741.231865263969 || Iter Time:0.012533903121948242 || 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-3711.3751184262674 || Iter Time:0.015640974044799805 || Total time:27.43645453453064 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1661 || Clusters count: 13 || Log posterior: -3751.025736344299 || Iter Time:0.011493921279907227 || Total time:27.447948455810547 Iteration: 1662 || Clusters count: 13 || Log posterior: -3724.0031924988552 || Iter Time:0.015280961990356445 || Total time:27.463229417800903 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1663 || Clusters count: 13 || Log posterior: -3723.802416609528 || Iter Time:0.03222203254699707 || Total time:27.4954514503479 Iteration: 1664 || Clusters count: 13 || Log posterior: -3708.85490377342 || Iter Time:0.01397085189819336 || Total time:27.509422302246094 Loading and distributing data: 0.000125 seconds (134 allocations: 13.352 KiB) Iteration: 1665 || Clusters count: 13 || Log posterior: -3755.150058217354 || Iter Time:0.00975799560546875 || Total 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-3745.860422515915 || Iter Time:0.01455378532409668 || Total time:28.05358624458313 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1705 || Clusters count: 13 || Log posterior: -3741.597500593664 || Iter Time:0.010627031326293945 || Total time:28.064213275909424 Iteration: 1706 || Clusters count: 13 || Log posterior: -3730.908945523925 || Iter Time:0.015343904495239258 || Total time:28.079557180404663 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1707 || Clusters count: 13 || Log posterior: -3704.097088853465 || Iter Time:0.011811017990112305 || Total time:28.091368198394775 Iteration: 1708 || Clusters count: 13 || Log posterior: -3700.3477302951424 || Iter Time:0.015161991119384766 || Total time:28.10653018951416 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1709 || Clusters count: 13 || Log posterior: -3717.7995073900956 || Iter Time:0.01034688949584961 || 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-3727.4743035174342 || Iter Time:0.015835046768188477 || Total time:28.341450214385986 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1727 || Clusters count: 13 || Log posterior: -3743.5042448064078 || Iter Time:0.011250972747802734 || Total time:28.35270118713379 Iteration: 1728 || Clusters count: 13 || Log posterior: -3716.956897442303 || Iter Time:0.015038013458251953 || Total time:28.36773920059204 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1729 || Clusters count: 13 || Log posterior: -3722.7985498692833 || Iter Time:0.010625839233398438 || Total time:28.37836503982544 Iteration: 1730 || Clusters count: 13 || Log posterior: -3707.7073502910903 || Iter Time:0.014673233032226562 || Total time:28.393038272857666 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1731 || Clusters count: 13 || Log posterior: -3703.1728438624805 || Iter Time:0.011641979217529297 || Total time:28.404680252075195 Iteration: 1732 || Clusters count: 13 || Log posterior: -3679.6340894156015 || Iter Time:0.015403032302856445 || Total time:28.42008328437805 Loading and distributing data: 0.000132 seconds (134 allocations: 13.352 KiB) Iteration: 1733 || Clusters count: 13 || Log posterior: -3768.4103012705664 || Iter Time:0.011416196823120117 || Total time:28.431499481201172 Iteration: 1734 || Clusters count: 13 || Log posterior: -3735.1577622123646 || Iter Time:0.015291929244995117 || Total time:28.446791410446167 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1735 || Clusters count: 13 || Log posterior: -3713.74396949839 || Iter Time:0.01117396354675293 || Total time:28.45796537399292 Iteration: 1736 || Clusters count: 13 || Log posterior: -3700.647565271247 || Iter Time:0.036398887634277344 || Total time:28.494364261627197 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1737 || Clusters count: 13 || Log posterior: -3793.6465219437455 || Iter Time:0.010926008224487305 || Total time:28.505290269851685 Iteration: 1738 || Clusters count: 13 || Log posterior: -3760.4947314505685 || Iter Time:0.015501022338867188 || Total time:28.52079129219055 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1739 || Clusters count: 13 || Log posterior: -3746.427913986622 || Iter Time:0.010583877563476562 || Total time:28.53137516975403 Iteration: 1740 || Clusters count: 13 || Log posterior: -3724.344924950144 || Iter Time:0.01599597930908203 || Total time:28.54737114906311 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1741 || Clusters count: 13 || Log posterior: -3753.781135342551 || Iter Time:0.011477947235107422 || Total time:28.558849096298218 Iteration: 1742 || Clusters count: 13 || Log posterior: -3721.107301734118 || Iter Time:0.016063928604125977 || Total time:28.574913024902344 Loading and 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-3741.686120660034 || Iter Time:0.01441812515258789 || Total time:28.65172004699707 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1749 || Clusters count: 13 || Log posterior: -3736.053173543709 || Iter Time:0.009978055953979492 || Total time:28.66169810295105 Iteration: 1750 || Clusters count: 13 || Log posterior: -3712.451219239715 || Iter Time:0.015450000762939453 || Total time:28.67714810371399 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1751 || Clusters count: 13 || Log posterior: -3715.0131384215015 || Iter Time:0.01118016242980957 || Total time:28.6883282661438 Iteration: 1752 || Clusters count: 13 || Log posterior: -3692.177343886692 || Iter Time:0.014268875122070312 || Total time:28.70259714126587 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -3734.0679787913127 || Iter Time:0.009289979934692383 || Total 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-3735.599313449425 || Iter Time:0.015374898910522461 || Total time:28.93225073814392 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1771 || Clusters count: 13 || Log posterior: -3745.842104315228 || Iter Time:0.010669946670532227 || Total time:28.942920684814453 Iteration: 1772 || Clusters count: 13 || Log posterior: -3723.7954665354773 || Iter Time:0.014699935913085938 || Total time:28.95762062072754 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 13 || Log posterior: -3754.40636153581 || Iter Time:0.01105189323425293 || Total time:28.968672513961792 Iteration: 1774 || Clusters count: 13 || Log posterior: -3737.461897840431 || Iter Time:0.036210060119628906 || Total time:29.00488257408142 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 13 || Log posterior: -3745.606768532899 || Iter Time:0.012556076049804688 || 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-3682.35968139669 || Iter Time:0.01359105110168457 || Total time:29.23827362060547 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1793 || Clusters count: 13 || Log posterior: -3690.214778957323 || Iter Time:0.010084152221679688 || Total time:29.24835777282715 Iteration: 1794 || Clusters count: 13 || Log posterior: -3649.6320220249663 || Iter Time:0.014352083206176758 || Total time:29.262709856033325 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -3639.5834068531017 || Iter Time:0.009891033172607422 || Total time:29.272600889205933 Iteration: 1796 || Clusters count: 13 || Log posterior: -3633.7293438022434 || Iter Time:0.014423131942749023 || Total time:29.28702402114868 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -3673.3809738098626 || Iter Time:0.010097026824951172 || 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count: 13 || Log posterior: -3782.148980911801 || Iter Time:0.012388944625854492 || Total time:29.378345489501953 Iteration: 1804 || Clusters count: 13 || Log posterior: -3752.073776582389 || Iter Time:0.016032934188842773 || Total time:29.394378423690796 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1805 || Clusters count: 13 || Log posterior: -3742.5865649793177 || Iter Time:0.012107133865356445 || Total time:29.406485557556152 Iteration: 1806 || Clusters count: 13 || Log posterior: -3715.0786898714377 || Iter Time:0.01605701446533203 || Total time:29.422542572021484 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1807 || Clusters count: 13 || Log posterior: -3719.1175381126623 || Iter Time:0.011931180953979492 || Total time:29.434473752975464 Iteration: 1808 || Clusters count: 13 || Log posterior: -3696.919979085215 || Iter Time:0.01522684097290039 || Total time:29.449700593948364 Loading and 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-3717.625910684647 || Iter Time:0.015910863876342773 || Total time:29.553361654281616 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1815 || Clusters count: 13 || Log posterior: -3737.1190761947387 || Iter Time:0.011423110961914062 || Total time:29.56478476524353 Iteration: 1816 || Clusters count: 13 || Log posterior: -3709.9653238253027 || Iter Time:0.015674829483032227 || Total time:29.580459594726562 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1817 || Clusters count: 13 || Log posterior: -3726.102731309239 || Iter Time:0.011575937271118164 || Total time:29.59203553199768 Iteration: 1818 || Clusters count: 13 || Log posterior: -3698.0930824049683 || Iter Time:0.015377044677734375 || Total time:29.607412576675415 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1819 || Clusters count: 13 || Log posterior: -3715.0413250917563 || Iter Time:0.010682821273803711 || Total time:29.61809539794922 Iteration: 1820 || Clusters count: 13 || Log posterior: -3695.33166124975 || Iter Time:0.015177011489868164 || Total time:29.633272409439087 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 13 || Log posterior: -3717.6136276271804 || Iter Time:0.010859966278076172 || Total time:29.644132375717163 Iteration: 1822 || Clusters count: 13 || Log posterior: -3699.0226278119753 || Iter Time:0.01584792137145996 || Total time:29.659980297088623 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 13 || Log posterior: -3753.3896389508454 || Iter Time:0.011786937713623047 || Total time:29.671767234802246 Iteration: 1824 || Clusters count: 13 || Log posterior: -3727.269466323015 || Iter Time:0.015600919723510742 || Total time:29.687368154525757 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 13 || Log posterior: -3759.6182707026073 || Iter Time:0.011143922805786133 || Total time:29.698512077331543 Iteration: 1826 || Clusters count: 13 || Log posterior: -3742.5569559722126 || Iter Time:0.014862060546875 || Total time:29.713374137878418 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3743.3453988035935 || Iter Time:0.010843038558959961 || Total time:29.724217176437378 Iteration: 1828 || Clusters count: 12 || Log posterior: -3726.5882060330796 || Iter Time:0.01324319839477539 || Total time:29.737460374832153 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3763.0668373496 || Iter Time:0.009575128555297852 || Total time:29.74703550338745 Iteration: 1830 || Clusters count: 12 || Log posterior: -3732.9369434085447 || Iter Time:0.013445854187011719 || Total time:29.760481357574463 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3741.723112296499 || Iter Time:0.009366989135742188 || Total time:29.769848346710205 Iteration: 1832 || Clusters count: 12 || Log posterior: -3719.4036993672535 || Iter Time:0.013484954833984375 || Total time:29.78333330154419 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3777.5116682914863 || Iter Time:0.009282112121582031 || Total time:29.79261541366577 Iteration: 1834 || Clusters count: 12 || Log posterior: -3732.6489843267996 || Iter Time:0.013459920883178711 || Total time:29.80607533454895 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3713.09445969744 || Iter Time:0.009495973587036133 || Total time:29.815571308135986 Iteration: 1836 || Clusters count: 11 || Log posterior: -3698.5600054320935 || Iter Time:0.012218952178955078 || Total time:29.82779026031494 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -3721.130671304956 || Iter Time:0.009245157241821289 || Total time:29.837035417556763 Iteration: 1838 || Clusters count: 11 || Log posterior: -3699.5079169629335 || Iter Time:0.012475013732910156 || Total time:29.849510431289673 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -3710.087286426211 || Iter Time:0.009383916854858398 || Total time:29.85889434814453 Iteration: 1840 || Clusters count: 11 || Log posterior: -3687.707945783688 || Iter Time:0.01376199722290039 || Total time:29.87265634536743 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -3715.616986596257 || Iter Time:0.009877204895019531 || Total time:29.88253355026245 Iteration: 1842 || Clusters count: 11 || Log posterior: -3693.641675068297 || Iter Time:0.01306915283203125 || Total time:29.895602703094482 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -3724.5685294971668 || Iter Time:0.009447097778320312 || Total time:29.905049800872803 Iteration: 1844 || Clusters count: 11 || Log posterior: -3712.770308258407 || Iter Time:0.012807130813598633 || Total time:29.9178569316864 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3738.3942510414854 || Iter Time:0.009613990783691406 || Total time:29.927470922470093 Iteration: 1846 || Clusters count: 11 || Log posterior: -3717.00371015795 || Iter Time:0.013279914855957031 || Total time:29.94075083732605 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3727.871010342281 || Iter Time:0.010627985000610352 || Total time:29.95137882232666 Iteration: 1848 || Clusters count: 12 || Log posterior: -3720.9188513998743 || Iter Time:0.014085054397583008 || Total time:29.965463876724243 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3714.2130487099807 || Iter Time:0.01024484634399414 || Total time:29.975708723068237 Iteration: 1850 || Clusters count: 12 || Log posterior: -3684.9010097495843 || Iter Time:0.014234066009521484 || Total time:29.98994278907776 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3706.226098554202 || Iter Time:0.010164022445678711 || Total time:30.000106811523438 Iteration: 1852 || Clusters count: 12 || Log posterior: -3685.1924493269285 || Iter Time:0.0371699333190918 || Total time:30.03727674484253 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3699.6138618095747 || Iter Time:0.009907960891723633 || Total time:30.047184705734253 Iteration: 1854 || Clusters count: 12 || Log posterior: -3683.154519806203 || Iter Time:0.013833045959472656 || Total time:30.061017751693726 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3698.1634503841096 || Iter Time:0.010178089141845703 || Total time:30.07119584083557 Iteration: 1856 || Clusters count: 12 || Log posterior: -3686.8975371517895 || Iter Time:0.01361703872680664 || Total time:30.084812879562378 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3735.561861125638 || Iter Time:0.00966787338256836 || Total time:30.094480752944946 Iteration: 1858 || Clusters count: 12 || Log posterior: -3727.2951771267635 || Iter Time:0.014494895935058594 || Total time:30.108975648880005 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3733.17679192662 || Iter Time:0.010185003280639648 || Total time:30.119160652160645 Iteration: 1860 || Clusters count: 12 || Log posterior: -3715.2556738860308 || Iter Time:0.013430118560791016 || Total time:30.132590770721436 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3767.7577592894777 || Iter Time:0.009488105773925781 || Total time:30.14207887649536 Iteration: 1862 || Clusters count: 12 || Log posterior: -3727.4082156804307 || Iter Time:0.013514995574951172 || Total time:30.155593872070312 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3733.6767125963775 || Iter Time:0.010009050369262695 || Total time:30.165602922439575 Iteration: 1864 || Clusters count: 12 || Log posterior: -3702.288326836899 || Iter Time:0.013655900955200195 || Total time:30.179258823394775 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3670.357686679017 || Iter Time:0.010637044906616211 || Total time:30.18989586830139 Iteration: 1866 || Clusters count: 12 || Log posterior: -3653.681840208812 || Iter Time:0.013972043991088867 || Total time:30.20386791229248 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3710.173219167154 || Iter Time:0.010491132736206055 || Total time:30.214359045028687 Iteration: 1868 || Clusters count: 12 || Log posterior: -3694.927481566396 || Iter Time:0.013714075088500977 || Total time:30.228073120117188 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3743.906502647022 || Iter Time:0.009863138198852539 || Total time:30.23793625831604 Iteration: 1870 || Clusters count: 12 || Log posterior: -3726.8900925429903 || Iter Time:0.013931989669799805 || Total time:30.25186824798584 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3691.9490786651713 || Iter Time:0.01056814193725586 || Total time:30.262436389923096 Iteration: 1872 || Clusters count: 12 || Log posterior: -3685.919402827714 || Iter Time:0.014117002487182617 || Total time:30.27655339241028 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3746.0736809118607 || Iter Time:0.009981870651245117 || Total time:30.286535263061523 Iteration: 1874 || Clusters count: 12 || Log posterior: -3725.920839597713 || Iter Time:0.01386404037475586 || Total time:30.30039930343628 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3781.201865065032 || Iter Time:0.012167930603027344 || Total time:30.312567234039307 Iteration: 1876 || Clusters count: 12 || Log posterior: -3766.878453527614 || Iter Time:0.014177083969116211 || Total time:30.326744318008423 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3746.3770027697424 || Iter Time:0.009204864501953125 || Total time:30.335949182510376 Iteration: 1878 || Clusters count: 12 || Log posterior: -3707.1215797907053 || Iter Time:0.012984991073608398 || Total time:30.348934173583984 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3708.010137823082 || Iter Time:0.009362936019897461 || Total time:30.358297109603882 Iteration: 1880 || Clusters count: 12 || Log posterior: -3694.08926945081 || Iter Time:0.013264894485473633 || Total time:30.371562004089355 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3714.993782248431 || Iter Time:0.009395837783813477 || Total time:30.38095784187317 Iteration: 1882 || Clusters count: 12 || Log posterior: -3700.0283489546196 || Iter Time:0.013860940933227539 || Total time:30.394818782806396 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3777.998319759195 || Iter Time:0.010122060775756836 || Total time:30.404940843582153 Iteration: 1884 || Clusters count: 12 || Log posterior: -3759.8579459808066 || Iter Time:0.013612031936645508 || Total time:30.4185528755188 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3820.9679977167784 || Iter Time:0.010890007019042969 || Total time:30.429442882537842 Iteration: 1886 || Clusters count: 12 || Log posterior: -3793.367121783413 || Iter Time:0.014175176620483398 || Total time:30.443618059158325 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3823.2943377030574 || Iter Time:0.009887933731079102 || Total time:30.453505992889404 Iteration: 1888 || Clusters count: 12 || Log posterior: -3772.1944445001022 || Iter Time:0.013859987258911133 || Total time:30.467365980148315 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3729.129668499107 || Iter Time:0.010074853897094727 || Total time:30.47744083404541 Iteration: 1890 || Clusters count: 12 || Log posterior: -3724.404684063705 || Iter Time:0.01361393928527832 || Total time:30.49105477333069 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3727.6176807166803 || Iter Time:0.010170936584472656 || Total time:30.50122570991516 Iteration: 1892 || Clusters count: 12 || Log posterior: -3688.6211924789272 || Iter Time:0.013823986053466797 || Total time:30.515049695968628 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3789.235626049977 || Iter Time:0.010036945343017578 || Total time:30.525086641311646 Iteration: 1894 || Clusters count: 12 || Log posterior: -3780.826629184005 || Iter Time:0.013878107070922852 || Total time:30.53896474838257 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3792.0422737141475 || Iter Time:0.03505396842956543 || Total time:30.574018716812134 Iteration: 1896 || Clusters count: 12 || Log posterior: -3768.5123845272615 || Iter Time:0.014312982559204102 || Total time:30.588331699371338 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3756.784357912872 || Iter Time:0.009830951690673828 || Total time:30.59816265106201 Iteration: 1898 || Clusters count: 12 || Log posterior: -3740.5307456182354 || Iter Time:0.013927936553955078 || Total time:30.612090587615967 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3719.920867677734 || Iter Time:0.009855985641479492 || Total time:30.621946573257446 Iteration: 1900 || Clusters count: 12 || Log posterior: -3696.8807038597947 || Iter Time:0.013995885848999023 || Total time:30.635942459106445 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3672.840584806924 || Iter Time:0.009470939636230469 || Total time:30.645413398742676 Iteration: 1902 || Clusters count: 12 || Log posterior: -3656.9716957644932 || Iter Time:0.013690948486328125 || Total time:30.659104347229004 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3689.8589100294103 || Iter Time:0.010127067565917969 || Total time:30.669231414794922 Iteration: 1904 || Clusters count: 12 || Log posterior: -3655.0392069266118 || Iter Time:0.01399993896484375 || Total time:30.683231353759766 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3703.4304160039383 || Iter Time:0.010935068130493164 || Total time:30.69416642189026 Iteration: 1906 || Clusters count: 12 || Log posterior: -3696.0310025680237 || Iter Time:0.014421224594116211 || Total time:30.708587646484375 Loading and distributing data: 0.000166 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3727.168443127064 || Iter Time:0.010032892227172852 || Total time:30.718620538711548 Iteration: 1908 || Clusters count: 12 || Log posterior: -3691.988711114969 || Iter Time:0.014080047607421875 || Total time:30.73270058631897 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3730.632375771899 || Iter Time:0.010128974914550781 || Total time:30.74282956123352 Iteration: 1910 || Clusters count: 12 || Log posterior: -3704.1043880877796 || Iter Time:0.01355290412902832 || Total time:30.75638246536255 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3739.853337207695 || Iter Time:0.010081052780151367 || Total time:30.7664635181427 Iteration: 1912 || Clusters count: 12 || Log posterior: -3726.9080425222664 || Iter Time:0.014229059219360352 || Total time:30.78069257736206 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3719.412912777793 || Iter Time:0.009558916091918945 || Total time:30.79025149345398 Iteration: 1914 || Clusters count: 12 || Log posterior: -3703.194328258183 || Iter Time:0.013770818710327148 || Total time:30.804022312164307 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3712.614067357132 || Iter Time:0.010673046112060547 || Total time:30.814695358276367 Iteration: 1916 || Clusters count: 12 || Log posterior: -3685.039423250077 || Iter Time:0.013487100601196289 || Total time:30.828182458877563 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3697.9246703990398 || Iter Time:0.010000944137573242 || Total time:30.838183403015137 Iteration: 1918 || Clusters count: 12 || Log posterior: -3672.422941992355 || Iter Time:0.013819217681884766 || Total time:30.85200262069702 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3710.1154233826983 || Iter Time:0.010169029235839844 || Total time:30.86217164993286 Iteration: 1920 || Clusters count: 12 || Log posterior: -3682.1240806739124 || Iter Time:0.014158964157104492 || Total time:30.876330614089966 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3670.3288096672186 || Iter Time:0.010139942169189453 || Total time:30.886470556259155 Iteration: 1922 || Clusters count: 12 || Log posterior: -3659.917880207574 || Iter Time:0.014199018478393555 || Total time:30.90066957473755 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3720.4435813561167 || Iter Time:0.011076927185058594 || Total time:30.911746501922607 Iteration: 1924 || Clusters count: 12 || Log posterior: -3700.7653552484753 || Iter Time:0.013435840606689453 || Total time:30.925182342529297 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3764.749963768705 || Iter Time:0.011625051498413086 || Total time:30.93680739402771 Iteration: 1926 || Clusters count: 12 || Log posterior: -3740.4878530328097 || Iter Time:0.013752937316894531 || Total time:30.950560331344604 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3803.3167768796734 || Iter Time:0.010026931762695312 || Total time:30.9605872631073 Iteration: 1928 || Clusters count: 12 || Log posterior: -3742.118237246843 || Iter Time:0.014328956604003906 || Total time:30.974916219711304 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3764.4854441011416 || Iter Time:0.010767936706542969 || Total time:30.985684156417847 Iteration: 1930 || Clusters count: 12 || Log posterior: -3744.7099398337373 || Iter Time:0.013608932495117188 || Total time:30.999293088912964 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3739.4841758756456 || Iter Time:0.010188102722167969 || Total time:31.009481191635132 Iteration: 1932 || Clusters count: 12 || Log posterior: -3714.5032565495685 || Iter Time:0.014506101608276367 || Total time:31.023987293243408 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3768.50157780825 || Iter Time:0.010370969772338867 || Total time:31.034358263015747 Iteration: 1934 || Clusters count: 12 || Log posterior: -3736.001279420679 || Iter Time:0.014050960540771484 || Total time:31.04840922355652 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3769.254985619054 || Iter Time:0.011508941650390625 || Total time:31.05991816520691 Iteration: 1936 || Clusters count: 12 || Log posterior: -3737.6408789568095 || Iter Time:0.014076948165893555 || Total time:31.073995113372803 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3755.6322408360984 || Iter Time:0.010012149810791016 || Total time:31.084007263183594 Iteration: 1938 || Clusters count: 12 || Log posterior: -3739.225903432297 || Iter Time:0.03630495071411133 || Total time:31.120312213897705 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3752.3807282961507 || Iter Time:0.00957489013671875 || Total time:31.129887104034424 Iteration: 1940 || Clusters count: 12 || Log posterior: -3730.052687310904 || Iter Time:0.013339042663574219 || Total time:31.143226146697998 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3720.7607661513775 || Iter Time:0.009457111358642578 || Total time:31.15268325805664 Iteration: 1942 || Clusters count: 12 || Log posterior: -3700.1474369949337 || Iter Time:0.01399087905883789 || Total time:31.16667413711548 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3719.53255263445 || Iter Time:0.011390924453735352 || Total time:31.178065061569214 Iteration: 1944 || Clusters count: 12 || Log posterior: -3694.3430043638846 || Iter Time:0.013673067092895508 || Total time:31.19173812866211 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3744.494192008568 || Iter Time:0.010721921920776367 || Total time:31.202460050582886 Iteration: 1946 || Clusters count: 12 || Log posterior: -3723.264095098732 || Iter Time:0.01530599594116211 || Total time:31.217766046524048 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3723.6203077702176 || Iter Time:0.011228799819946289 || Total time:31.228994846343994 Iteration: 1948 || Clusters count: 12 || Log posterior: -3711.1882870210375 || Iter Time:0.014101982116699219 || Total time:31.243096828460693 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3714.827106988895 || Iter Time:0.01137995719909668 || Total time:31.25447678565979 Iteration: 1950 || Clusters count: 12 || Log posterior: -3691.302428662115 || Iter Time:0.015146017074584961 || Total time:31.269622802734375 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3669.465514798976 || Iter Time:0.01185297966003418 || Total time:31.28147578239441 Iteration: 1952 || Clusters count: 12 || Log posterior: -3656.5442160505827 || Iter Time:0.014230966567993164 || Total time:31.295706748962402 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3766.784350869956 || Iter Time:0.010274171829223633 || Total time:31.305980920791626 Iteration: 1954 || Clusters count: 11 || Log posterior: -3734.1074135728545 || Iter Time:0.013718128204345703 || Total time:31.31969904899597 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3742.3414745546675 || Iter Time:0.00949406623840332 || Total time:31.329193115234375 Iteration: 1956 || Clusters count: 11 || Log posterior: -3736.385223563781 || Iter Time:0.012897968292236328 || Total time:31.34209108352661 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3777.0778219233 || Iter Time:0.009373903274536133 || Total time:31.351464986801147 Iteration: 1958 || Clusters count: 11 || Log posterior: -3763.59346421582 || Iter Time:0.012954950332641602 || Total time:31.36441993713379 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3788.0572492464016 || Iter Time:0.009282827377319336 || Total time:31.37370276451111 Iteration: 1960 || Clusters count: 11 || Log posterior: -3757.989995291308 || Iter Time:0.012845993041992188 || Total time:31.3865487575531 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 12 || Log posterior: -3749.003379008611 || Iter Time:0.010632991790771484 || Total time:31.397181749343872 Iteration: 1962 || Clusters count: 12 || Log posterior: -3722.918001565783 || Iter Time:0.014149904251098633 || Total time:31.41133165359497 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3741.1565457335228 || Iter Time:0.010173797607421875 || Total time:31.421505451202393 Iteration: 1964 || Clusters count: 12 || Log posterior: -3732.280915294021 || Iter Time:0.014029979705810547 || Total time:31.435535430908203 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3693.988054932525 || Iter Time:0.009797096252441406 || Total time:31.445332527160645 Iteration: 1966 || Clusters count: 12 || Log posterior: -3670.108799381443 || Iter Time:0.013096094131469727 || Total time:31.458428621292114 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3643.470283610057 || Iter Time:0.009562015533447266 || Total time:31.46799063682556 Iteration: 1968 || Clusters count: 12 || Log posterior: -3630.547891097978 || Iter Time:0.013341903686523438 || Total time:31.481332540512085 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3736.360857627276 || Iter Time:0.009531974792480469 || Total time:31.490864515304565 Iteration: 1970 || Clusters count: 12 || Log posterior: -3715.7603157243716 || Iter Time:0.012946128845214844 || Total time:31.50381064414978 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3718.257055232579 || Iter Time:0.011044979095458984 || Total time:31.51485562324524 Iteration: 1972 || Clusters count: 12 || Log posterior: -3705.7678735102477 || Iter Time:0.013879060745239258 || Total time:31.52873468399048 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3712.7839483582356 || Iter Time:0.009485960006713867 || Total time:31.538220643997192 Iteration: 1974 || Clusters count: 12 || Log posterior: -3695.0989246630356 || Iter Time:0.013612985610961914 || Total time:31.551833629608154 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3741.848535895282 || Iter Time:0.009453058242797852 || Total time:31.561286687850952 Iteration: 1976 || Clusters count: 12 || Log posterior: -3722.7618431477995 || Iter Time:0.013300180435180664 || Total time:31.574586868286133 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3696.8176497932786 || Iter Time:0.009838104248046875 || Total time:31.58442497253418 Iteration: 1978 || Clusters count: 12 || Log posterior: -3678.6768345332366 || Iter Time:0.013712167739868164 || Total time:31.598137140274048 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3726.04998222739 || Iter Time:0.010408878326416016 || Total time:31.608546018600464 Iteration: 1980 || Clusters count: 12 || Log posterior: -3714.9636264028327 || Iter Time:0.013650178909301758 || Total time:31.622196197509766 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3743.31967939569 || Iter Time:0.011300086975097656 || Total time:31.633496284484863 Iteration: 1982 || Clusters count: 12 || Log posterior: -3723.022007721097 || Iter Time:0.03860616683959961 || Total time:31.672102451324463 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3749.7913412460816 || Iter Time:0.010203838348388672 || Total time:31.68230628967285 Iteration: 1984 || Clusters count: 12 || Log posterior: -3718.010359468783 || Iter Time:0.013262033462524414 || Total time:31.695568323135376 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3766.60903598982 || Iter Time:0.009474039077758789 || Total time:31.705042362213135 Iteration: 1986 || Clusters count: 12 || Log posterior: -3739.8953388141167 || Iter Time:0.013477802276611328 || Total time:31.718520164489746 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3720.1447918344 || Iter Time:0.010075807571411133 || Total time:31.728595972061157 Iteration: 1988 || Clusters count: 12 || Log posterior: -3705.2331730570713 || Iter Time:0.01474905014038086 || Total time:31.743345022201538 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3717.666832011359 || Iter Time:0.012457847595214844 || Total time:31.755802869796753 Iteration: 1990 || Clusters count: 12 || Log posterior: -3678.8599678935198 || Iter Time:0.013451099395751953 || Total time:31.769253969192505 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3720.391802832804 || Iter Time:0.009377002716064453 || Total time:31.77863097190857 Iteration: 1992 || Clusters count: 12 || Log posterior: -3701.485728618071 || Iter Time:0.014034032821655273 || Total time:31.792665004730225 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3727.543784779904 || Iter Time:0.010142087936401367 || Total time:31.802807092666626 Iteration: 1994 || Clusters count: 12 || Log posterior: -3703.596790818745 || Iter Time:0.014027833938598633 || Total time:31.816834926605225 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3700.0390113713347 || Iter Time:0.009935140609741211 || Total time:31.826770067214966 Iteration: 1996 || Clusters count: 12 || Log posterior: -3680.459210894076 || Iter Time:0.013463020324707031 || Total time:31.840233087539673 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3757.9205428455093 || Iter Time:0.00972890853881836 || Total time:31.84996199607849 Iteration: 1998 || Clusters count: 12 || Log posterior: -3740.451532647317 || Iter Time:0.013309001922607422 || Total time:31.8632709980011 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3730.915858347672 || Iter Time:0.009979963302612305 || Total time:31.87325096130371 Iteration: 2000 || Clusters count: 12 || Log posterior: -3701.1974676874397 || Iter Time:0.014321088790893555 || Total time:31.887572050094604 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3695.720454138173 || Iter Time:0.009963035583496094 || Total time:31.8975350856781 Iteration: 2002 || Clusters count: 12 || Log posterior: -3680.80136836271 || Iter Time:0.014259099960327148 || Total time:31.911794185638428 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3710.214275762818 || Iter Time:0.023470163345336914 || Total time:31.935264348983765 Iteration: 2004 || Clusters count: 12 || Log posterior: -3696.895221328001 || Iter Time:0.014824867248535156 || Total time:31.9500892162323 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3769.995412363995 || Iter Time:0.011587858200073242 || Total time:31.961677074432373 Iteration: 2006 || Clusters count: 12 || Log posterior: -3742.452266524278 || Iter Time:0.014203071594238281 || Total time:31.97588014602661 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3753.2117135404774 || Iter Time:0.010921001434326172 || Total time:31.986801147460938 Iteration: 2008 || Clusters count: 12 || Log posterior: -3745.555843981409 || Iter Time:0.014876127243041992 || Total time:32.00167727470398 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3732.85699743687 || Iter Time:0.011088132858276367 || Total time:32.012765407562256 Iteration: 2010 || Clusters count: 12 || Log posterior: -3725.2878104597457 || Iter Time:0.015748977661132812 || Total time:32.02851438522339 Loading and distributing data: 0.000169 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3718.3509148082308 || Iter Time:0.01128697395324707 || Total time:32.039801359176636 Iteration: 2012 || Clusters count: 12 || Log posterior: -3696.755201179792 || Iter Time:0.015120983123779297 || Total time:32.054922342300415 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3695.1990579068934 || Iter Time:0.011087179183959961 || Total time:32.066009521484375 Iteration: 2014 || Clusters count: 12 || Log posterior: -3678.899289263898 || Iter Time:0.014347076416015625 || Total time:32.08035659790039 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3719.013026740681 || Iter Time:0.010438919067382812 || Total time:32.09079551696777 Iteration: 2016 || Clusters count: 12 || Log posterior: -3700.3164027269613 || Iter Time:0.014640092849731445 || Total time:32.105435609817505 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3788.0485241653114 || Iter Time:0.010805845260620117 || Total time:32.116241455078125 Iteration: 2018 || Clusters count: 12 || Log posterior: -3755.4975489710205 || Iter Time:0.014770030975341797 || Total time:32.13101148605347 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3742.98192897893 || Iter Time:0.012579917907714844 || Total time:32.14359140396118 Iteration: 2020 || Clusters count: 12 || Log posterior: -3717.7049863511998 || Iter Time:0.015986919403076172 || Total time:32.15957832336426 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3720.882381267618 || Iter Time:0.011610031127929688 || Total time:32.17118835449219 Iteration: 2022 || Clusters count: 12 || Log posterior: -3701.908376781978 || Iter Time:0.014789104461669922 || Total time:32.18597745895386 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3737.5813582661785 || Iter Time:0.010255813598632812 || Total time:32.19623327255249 Iteration: 2024 || Clusters count: 12 || Log posterior: -3717.15705764024 || Iter Time:0.015096902847290039 || Total time:32.21133017539978 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3758.171235315934 || Iter Time:0.047055959701538086 || Total time:32.25838613510132 Iteration: 2026 || Clusters count: 12 || Log posterior: -3732.710652122745 || Iter Time:0.013424873352050781 || Total time:32.27181100845337 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3745.715633113319 || Iter Time:0.009280920028686523 || Total time:32.281091928482056 Iteration: 2028 || Clusters count: 12 || Log posterior: -3713.153104304697 || Iter Time:0.01427006721496582 || Total time:32.29536199569702 Avg NMI: 0.9027520922379884 Full NMI: 0.8709353789669357 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m20.2s Testing DPMMSubClustersStreaming tests passed Testing completed after 196.97s PkgEval succeeded after 369.38s