Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.771 (d887bd21ab*) started at 2025-06-22T18:19:26.451 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.63s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [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 v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [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 v1.9.13 [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 v1.12.0 [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 v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+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 4.46s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 145.25s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_VNwvZu/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 v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_VNwvZu/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [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 v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [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 v1.9.13 [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 v1.12.0 [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 v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+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: 3.363107 seconds (1.21 M allocations: 70.390 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:15.863523006439209 || Total time:15.863523006439209 Iteration: 1 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.00625300407409668 || Total time:15.869776010513306 Iteration: 2 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005491971969604492 || Total time:15.87526798248291 Iteration: 3 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.00548100471496582 || Total time:15.880748987197876 Iteration: 4 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005352973937988281 || Total time:15.886101961135864 Iteration: 5 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.016763925552368164 || Total time:15.902865886688232 Iteration: 6 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005144834518432617 || Total time:15.908010721206665 Iteration: 7 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005167961120605469 || Total time:15.91317868232727 Iteration: 8 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005228996276855469 || Total time:15.918407678604126 Iteration: 9 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.0052950382232666016 || Total time:15.923702716827393 Iteration: 10 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.006067991256713867 || Total time:15.929770708084106 Iteration: 11 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.006139039993286133 || Total time:15.935909748077393 Iteration: 12 || Clusters count: 1 || Log posterior: -233132.97548629093 || Iter Time:0.005934000015258789 || Total time:15.941843748092651 Iteration: 13 || Clusters count: 2 || Log posterior: -232785.55066369328 || Iter Time:3.4885101318359375 || Total time:19.43035387992859 Iteration: 14 || Clusters count: 2 || Log posterior: -232754.15683302836 || Iter Time:0.006206035614013672 || Total time:19.436559915542603 Iteration: 15 || Clusters count: 2 || Log posterior: -232731.0153536319 || Iter Time:0.005917072296142578 || Total time:19.442476987838745 Iteration: 16 || Clusters count: 2 || Log posterior: -232724.82709226792 || Iter Time:0.005793094635009766 || Total time:19.448270082473755 Iteration: 17 || Clusters count: 2 || Log posterior: -232722.51514200025 || Iter Time:0.0056781768798828125 || Total time:19.453948259353638 Iteration: 18 || Clusters count: 2 || Log posterior: -232717.4549912741 || Iter Time:0.005499839782714844 || Total time:19.459448099136353 Iteration: 19 || Clusters count: 2 || Log posterior: -232715.37294739336 || Iter Time:0.0055370330810546875 || Total time:19.464985132217407 Iteration: 20 || Clusters count: 2 || Log posterior: -232630.42095575563 || Iter Time:3.08644700050354 || Total time:22.551432132720947 Loading and distributing data: 0.000780 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232989.27375334743 || Iter Time:0.030843019485473633 || Total time:22.58227515220642 Iteration: 22 || Clusters count: 2 || Log posterior: -232986.20795605844 || Iter Time:0.0058629512786865234 || Total time:22.588138103485107 Iteration: 23 || Clusters count: 2 || Log posterior: -232984.33769681997 || Iter Time:0.005732059478759766 || Total time:22.593870162963867 Iteration: 24 || Clusters count: 2 || Log posterior: -232960.18042589902 || Iter Time:0.0057370662689208984 || Total time:22.599607229232788 Iteration: 25 || Clusters count: 2 || Log posterior: -232963.1817117109 || Iter Time:0.005569934844970703 || Total time:22.60517716407776 Iteration: 26 || Clusters count: 2 || Log posterior: -232963.2680365588 || Iter Time:0.005579948425292969 || Total time:22.61075711250305 Iteration: 27 || Clusters count: 2 || Log posterior: -232970.34780089298 || Iter Time:0.005630970001220703 || Total time:22.616388082504272 Iteration: 28 || Clusters count: 3 || Log posterior: -232708.87227657743 || Iter Time:0.007441997528076172 || Total time:22.62383008003235 Iteration: 29 || Clusters count: 3 || Log posterior: -232598.3284069449 || Iter Time:0.006018161773681641 || Total time:22.62984824180603 Iteration: 30 || Clusters count: 3 || Log posterior: -232604.59978233362 || Iter Time:0.006031036376953125 || Total time:22.635879278182983 Iteration: 31 || Clusters count: 3 || Log posterior: -232569.75980373277 || Iter Time:0.005944967269897461 || Total time:22.64182424545288 Iteration: 32 || Clusters count: 3 || Log posterior: -232537.58037966612 || Iter Time:0.006062030792236328 || Total time:22.647886276245117 Iteration: 33 || Clusters count: 3 || Log posterior: -232523.40819774594 || Iter Time:0.006017208099365234 || Total time:22.653903484344482 Iteration: 34 || Clusters count: 3 || Log posterior: -232525.24803883338 || Iter Time:0.0060307979583740234 || Total time:22.659934282302856 Iteration: 35 || Clusters count: 3 || Log posterior: -232479.57354098177 || Iter Time:0.006020069122314453 || Total time:22.66595435142517 Iteration: 36 || Clusters count: 3 || Log posterior: -232486.16479127033 || Iter Time:0.005969047546386719 || Total time:22.671923398971558 Iteration: 37 || Clusters count: 3 || Log posterior: -232462.2202754686 || Iter Time:0.006088972091674805 || Total time:22.678012371063232 Iteration: 38 || Clusters count: 3 || Log posterior: -232472.83325355806 || Iter Time:0.005903005599975586 || Total time:22.683915376663208 Iteration: 39 || Clusters count: 3 || Log posterior: -232459.6770894244 || Iter Time:0.0058710575103759766 || Total time:22.689786434173584 Iteration: 40 || Clusters count: 3 || Log posterior: -232472.6361254584 || Iter Time:0.005897045135498047 || Total time:22.695683479309082 Iteration: 41 || Clusters count: 3 || Log posterior: -232380.30706934177 || Iter Time:0.005921125411987305 || Total time:22.70160460472107 Loading and distributing data: 0.000686 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262435.71545064595 || Iter Time:0.0069849491119384766 || Total time:22.708589553833008 Iteration: 43 || Clusters count: 4 || Log posterior: -261994.27894612876 || Iter Time:0.008987903594970703 || Total time:22.71757745742798 Iteration: 44 || Clusters count: 4 || Log posterior: -261943.68394422182 || Iter Time:0.055860042572021484 || Total time:22.7734375 Iteration: 45 || Clusters count: 4 || Log posterior: -261971.79674343512 || Iter Time:0.006806135177612305 || Total time:22.780243635177612 Iteration: 46 || Clusters count: 4 || Log posterior: -261945.6097232465 || Iter Time:0.00687098503112793 || Total time:22.78711462020874 Iteration: 47 || Clusters count: 4 || Log posterior: -261951.65558093577 || Iter Time:0.007178068161010742 || Total time:22.79429268836975 Iteration: 48 || Clusters count: 4 || Log posterior: -261943.74737002415 || Iter Time:0.007122039794921875 || Total time:22.801414728164673 Iteration: 49 || Clusters count: 4 || Log posterior: -261957.15682336767 || Iter Time:0.0068378448486328125 || Total time:22.808252573013306 Iteration: 50 || Clusters count: 4 || Log posterior: -261948.8338541493 || Iter Time:0.006850004196166992 || Total time:22.815102577209473 Iteration: 51 || Clusters count: 4 || Log posterior: -261965.17726671568 || Iter Time:0.006730079650878906 || Total time:22.82183265686035 Iteration: 52 || Clusters count: 4 || Log posterior: -261946.1637258818 || Iter Time:0.00683903694152832 || Total time:22.82867169380188 Iteration: 53 || Clusters count: 4 || Log posterior: -261948.21047769027 || Iter Time:0.00657200813293457 || Total time:22.835243701934814 Iteration: 54 || Clusters count: 4 || Log posterior: -261939.84988326783 || Iter Time:0.006566047668457031 || Total time:22.84180974960327 Iteration: 55 || Clusters count: 5 || Log posterior: -261651.60757606098 || Iter Time:0.008513927459716797 || Total time:22.85032367706299 Iteration: 56 || Clusters count: 5 || Log posterior: -261599.77393849732 || Iter Time:0.006766080856323242 || Total time:22.85708975791931 Iteration: 57 || Clusters count: 5 || Log posterior: -261582.86141793756 || Iter Time:0.006819009780883789 || Total time:22.863908767700195 Iteration: 58 || Clusters count: 5 || Log posterior: -261580.2890217839 || Iter Time:0.007061958312988281 || Total time:22.870970726013184 Iteration: 59 || Clusters count: 5 || Log posterior: -261577.22046686336 || Iter Time:0.8088271617889404 || Total time:23.679797887802124 Iteration: 60 || Clusters count: 5 || Log posterior: -261585.76957416168 || Iter Time:0.007425069808959961 || Total time:23.687222957611084 Iteration: 61 || Clusters count: 5 || Log posterior: -261594.82961181997 || Iter Time:0.007073879241943359 || Total time:23.694296836853027 Iteration: 62 || Clusters count: 5 || Log posterior: -261512.35287113843 || Iter Time:0.006771087646484375 || Total time:23.70106792449951 Loading and distributing data: 0.000624 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261198.78564690566 || Iter Time:0.00801992416381836 || Total time:23.70908784866333 Iteration: 64 || Clusters count: 7 || Log posterior: -260540.2221557155 || Iter Time:0.00890493392944336 || Total time:23.717992782592773 Iteration: 65 || Clusters count: 7 || Log posterior: -260467.03888224083 || Iter Time:0.03317689895629883 || Total time:23.751169681549072 Iteration: 66 || Clusters count: 7 || Log posterior: -260453.42220827888 || Iter Time:0.008475065231323242 || Total time:23.759644746780396 Iteration: 67 || Clusters count: 7 || Log posterior: -260455.09143410454 || Iter Time:0.00819087028503418 || Total time:23.76783561706543 Iteration: 68 || Clusters count: 7 || Log posterior: -260449.64500771795 || Iter Time:0.008064031600952148 || Total time:23.775899648666382 Iteration: 69 || Clusters count: 7 || Log posterior: -260453.30703728882 || Iter Time:0.008162975311279297 || Total time:23.78406262397766 Iteration: 70 || Clusters count: 9 || Log posterior: -259973.9490629321 || Iter Time:0.011059999465942383 || Total time:23.795122623443604 Iteration: 71 || Clusters count: 9 || Log posterior: -259810.14661579853 || Iter Time:0.009087085723876953 || Total time:23.80420970916748 Iteration: 72 || Clusters count: 9 || Log posterior: -259771.80181138642 || Iter Time:0.00876307487487793 || Total time:23.81297278404236 Iteration: 73 || Clusters count: 9 || Log posterior: -259759.73856153252 || Iter Time:0.008713006973266602 || Total time:23.821685791015625 Iteration: 74 || Clusters count: 9 || Log posterior: -259770.94334082428 || Iter Time:0.00851893424987793 || Total time:23.830204725265503 Iteration: 75 || Clusters count: 9 || Log posterior: -259792.21739817117 || Iter Time:0.00851297378540039 || Total time:23.838717699050903 Iteration: 76 || Clusters count: 9 || Log posterior: -259768.1664236336 || Iter Time:0.008400917053222656 || Total time:23.847118616104126 Iteration: 77 || Clusters count: 9 || Log posterior: -259783.94491910483 || Iter Time:0.008478879928588867 || Total time:23.855597496032715 Iteration: 78 || Clusters count: 9 || Log posterior: -259757.4568653567 || Iter Time:0.016257047653198242 || Total time:23.871854543685913 Iteration: 79 || Clusters count: 9 || Log posterior: -259753.53593080654 || Iter Time:0.009456157684326172 || Total time:23.88131070137024 Iteration: 80 || Clusters count: 9 || Log posterior: -259770.68521613436 || Iter Time:0.009365081787109375 || Total time:23.89067578315735 Iteration: 81 || Clusters count: 9 || Log posterior: -259761.2478077013 || Iter Time:0.024646997451782227 || Total time:23.91532278060913 Iteration: 82 || Clusters count: 9 || Log posterior: -259785.108707893 || Iter Time:0.009418964385986328 || Total time:23.924741744995117 Iteration: 83 || Clusters count: 9 || Log posterior: -259713.24272892968 || Iter Time:0.008800029754638672 || Total time:23.933541774749756 Loading and distributing data: 0.000648 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 10 || Log posterior: -259518.92603072163 || Iter Time:0.0103759765625 || Total time:23.943917751312256 Iteration: 85 || Clusters count: 14 || Log posterior: -258058.41156403272 || Iter Time:0.013172149658203125 || Total time:23.95708990097046 Iteration: 86 || Clusters count: 14 || Log posterior: -257863.2179549543 || Iter Time:0.024276018142700195 || Total time:23.98136591911316 Iteration: 87 || Clusters count: 14 || Log posterior: -257814.35048980522 || Iter Time:0.01093292236328125 || Total time:23.99229884147644 Iteration: 88 || Clusters count: 14 || Log posterior: -257805.31331201922 || Iter Time:0.010936975479125977 || Total time:24.003235816955566 Iteration: 89 || Clusters count: 14 || Log posterior: -257803.53280123125 || Iter Time:0.010950088500976562 || 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Iteration: 104 || Clusters count: 14 || Log posterior: -257756.23567310136 || Iter Time:0.015079975128173828 || Total time:24.21856164932251 Loading and distributing data: 0.000634 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -256379.88061101912 || Iter Time:0.016909122467041016 || Total time:24.23547077178955 Iteration: 106 || Clusters count: 19 || Log posterior: -255855.82281866783 || Iter Time:0.015832185745239258 || Total time:24.25130295753479 Iteration: 107 || Clusters count: 19 || Log posterior: -255784.22540641326 || Iter Time:0.018681049346923828 || Total time:24.269984006881714 Iteration: 108 || Clusters count: 19 || Log posterior: -255776.2446227086 || Iter Time:0.015122175216674805 || Total time:24.28510618209839 Iteration: 109 || Clusters count: 19 || Log posterior: -255763.56771257953 || Iter Time:0.014863967895507812 || Total time:24.299970149993896 Iteration: 110 || Clusters count: 19 || Log posterior: -255764.1730757411 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Time:0.024441003799438477 || Total time:24.58328413963318 Iteration: 125 || Clusters count: 19 || Log posterior: -255759.5433623853 || Iter Time:0.022046804428100586 || Total time:24.60533094406128 Loading and distributing data: 0.000647 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -255219.41001297845 || Iter Time:0.02365899085998535 || Total time:24.628989934921265 Iteration: 127 || Clusters count: 20 || Log posterior: -255188.05622825443 || Iter Time:0.027584075927734375 || Total time:24.656574010849 Iteration: 128 || Clusters count: 20 || Log posterior: -255188.05622825443 || Iter Time:0.02313995361328125 || Total time:24.67971396446228 Iteration: 129 || Clusters count: 20 || Log posterior: -255183.3426923192 || Iter Time:0.023089885711669922 || Total time:24.70280385017395 Iteration: 130 || Clusters count: 20 || Log posterior: -255183.3426923192 || Iter Time:0.0272519588470459 || Total time:24.730055809020996 Iteration: 131 || 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20 || Log posterior: -255186.6095754155 || Iter Time:0.0234220027923584 || Total time:24.923213720321655 Iteration: 139 || Clusters count: 20 || Log posterior: -255182.68824353724 || Iter Time:0.022361040115356445 || Total time:24.94557476043701 Iteration: 140 || Clusters count: 20 || Log posterior: -255188.5889063864 || Iter Time:0.02730107307434082 || Total time:24.972875833511353 Iteration: 141 || Clusters count: 20 || Log posterior: -255196.4075022724 || Iter Time:0.02420186996459961 || Total time:24.997077703475952 Iteration: 142 || Clusters count: 20 || Log posterior: -255186.38861656204 || Iter Time:0.02429795265197754 || Total time:25.02137565612793 Iteration: 143 || Clusters count: 20 || Log posterior: -255183.28524843327 || Iter Time:0.02933502197265625 || Total time:25.050710678100586 Iteration: 144 || Clusters count: 20 || Log posterior: -255188.59319151874 || Iter Time:0.025480985641479492 || Total time:25.076191663742065 Iteration: 145 || Clusters count: 20 || Log posterior: -255189.06568233896 || Iter Time:0.025490999221801758 || Total time:25.101682662963867 Iteration: 146 || Clusters count: 20 || Log posterior: -255184.5674954231 || Iter Time:0.02788996696472168 || Total time:25.12957262992859 Loading and distributing data: 0.000663 seconds (128 allocations: 395.992 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255270.98994658186 || Iter Time:0.02549290657043457 || Total time:25.155065536499023 Iteration: 148 || Clusters count: 20 || Log posterior: -255239.9165765347 || Iter Time:0.024460792541503906 || Total time:25.179526329040527 Iteration: 149 || Clusters count: 20 || Log posterior: -255228.01274283326 || Iter Time:0.028735876083374023 || Total time:25.2082622051239 Iteration: 150 || Clusters count: 20 || Log posterior: -255221.40873680473 || Iter Time:0.025040864944458008 || Total time:25.23330307006836 Iteration: 151 || Clusters count: 20 || Log posterior: -255223.5316863423 || Iter Time:0.025035858154296875 || Total 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posterior: -255398.33505840358 || Iter Time:0.024914026260375977 || Total time:25.811280012130737 Iteration: 173 || Clusters count: 20 || Log posterior: -255392.20420788426 || Iter Time:0.02505779266357422 || Total time:25.83633780479431 Iteration: 174 || Clusters count: 20 || Log posterior: -255406.47450691127 || Iter Time:0.028927087783813477 || Total time:25.865264892578125 Iteration: 175 || Clusters count: 20 || Log posterior: -255393.82222446217 || Iter Time:0.024364948272705078 || Total time:25.88962984085083 Iteration: 176 || Clusters count: 20 || Log posterior: -255399.32111264076 || Iter Time:0.02455902099609375 || Total time:25.914188861846924 Iteration: 177 || Clusters count: 20 || Log posterior: -255402.7601124788 || Iter Time:0.028167009353637695 || Total time:25.94235587120056 Iteration: 178 || Clusters count: 20 || Log posterior: -255402.75518750504 || Iter Time:0.024365901947021484 || Total time:25.966721773147583 Iteration: 179 || Clusters count: 20 || Log posterior: -255397.12727465146 || Iter Time:0.023955106735229492 || Total time:25.990676879882812 Iteration: 180 || Clusters count: 20 || Log posterior: -255394.9395208024 || Iter Time:0.02846217155456543 || Total time:26.019139051437378 Iteration: 181 || Clusters count: 20 || Log posterior: -255396.71932528683 || Iter Time:0.02441692352294922 || Total time:26.043555974960327 Iteration: 182 || Clusters count: 20 || Log posterior: -255393.87030852825 || Iter Time:0.02415299415588379 || Total time:26.06770896911621 Iteration: 183 || Clusters count: 20 || Log posterior: -255397.20374072884 || Iter Time:0.025522947311401367 || Total time:26.093231916427612 Iteration: 184 || Clusters count: 20 || Log posterior: -255400.37969324787 || Iter Time:0.02966785430908203 || Total time:26.122899770736694 Iteration: 185 || Clusters count: 20 || Log posterior: -255395.49531396152 || Iter Time:0.02540302276611328 || Total time:26.148302793502808 Iteration: 186 || Clusters count: 20 || Log posterior: -255397.68306781058 || Iter Time:0.025857925415039062 || Total time:26.174160718917847 Iteration: 187 || Clusters count: 20 || Log posterior: -255409.0419261189 || Iter Time:0.030163049697875977 || Total time:26.204323768615723 Iteration: 188 || Clusters count: 20 || Log posterior: -255400.95405025085 || Iter Time:0.023613929748535156 || Total time:26.227937698364258 Loading and distributing data: 0.000626 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255261.98226683252 || Iter Time:0.02519702911376953 || Total time:26.253134727478027 Iteration: 190 || Clusters count: 20 || Log posterior: -255250.05087071375 || Iter Time:0.0304110050201416 || Total time:26.28354573249817 Iteration: 191 || Clusters count: 20 || Log posterior: -255248.39555597745 || Iter Time:0.02601790428161621 || Total time:26.309563636779785 Iteration: 192 || Clusters count: 20 || Log posterior: -255246.76263483355 || Iter Time:0.0265810489654541 || Total time:26.33614468574524 Iteration: 193 || Clusters count: 20 || Log posterior: -255246.76263483355 || Iter Time:0.030086040496826172 || Total time:26.366230726242065 Iteration: 194 || Clusters count: 20 || Log posterior: -255246.76263483355 || Iter Time:0.025649070739746094 || Total time:26.39187979698181 Iteration: 195 || Clusters count: 20 || Log posterior: -255246.52512160334 || Iter Time:0.025568008422851562 || Total time:26.417447805404663 Iteration: 196 || Clusters count: 20 || Log posterior: -255249.7227576595 || Iter Time:0.029837846755981445 || Total time:26.447285652160645 Iteration: 197 || Clusters count: 20 || Log posterior: -255249.663341875 || Iter Time:0.025719881057739258 || Total time:26.473005533218384 Iteration: 198 || Clusters count: 20 || Log posterior: -255246.94978834907 || Iter Time:0.025884151458740234 || Total time:26.498889684677124 Iteration: 199 || Clusters count: 20 || Log posterior: -255249.86954213644 || Iter Time:0.030076980590820312 || Total time:26.528966665267944 Iteration: 200 || Clusters count: 20 || Log posterior: -255246.70321904906 || Iter Time:0.027142047882080078 || Total time:26.556108713150024 Iteration: 201 || Clusters count: 20 || Log posterior: -255248.71349378867 || Iter Time:0.025568008422851562 || Total time:26.581676721572876 Iteration: 202 || Clusters count: 20 || Log posterior: -255249.5559520722 || Iter Time:0.030061960220336914 || Total time:26.611738681793213 Iteration: 203 || Clusters count: 20 || Log posterior: -255251.581362057 || Iter Time:0.025370121002197266 || Total time:26.63710880279541 Iteration: 204 || Clusters count: 20 || Log posterior: -255258.32172476145 || Iter Time:0.025434017181396484 || Total time:26.662542819976807 Iteration: 205 || Clusters count: 20 || Log posterior: -255252.3702215734 || Iter Time:0.02981400489807129 || Total time:26.692356824874878 Iteration: 206 || Clusters count: 20 || Log posterior: -255251.7909285652 || Iter Time:0.02576899528503418 || Total time:26.718125820159912 Iteration: 207 || Clusters count: 20 || Log posterior: -255249.29278679687 || Iter Time:0.025717973709106445 || Total time:26.74384379386902 Iteration: 208 || Clusters count: 20 || Log posterior: -255246.70321904906 || Iter Time:0.030611038208007812 || Total time:26.774454832077026 Iteration: 209 || Clusters count: 20 || Log posterior: -255246.70321904906 || Iter Time:0.025104999542236328 || Total time:26.799559831619263 NMI: 0.7635441952408489 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m32.1s [17548, 12437, 12200, 94088, 17308, 60215, 14273, 89712, 7924, 107848, 34279, 189288, 147108, 42046, 97140, 3747, 497, 19873, 25993, 6476] Loading and distributing data: 0.000207 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:4.590649127960205 || Total time:4.590649127960205 Iteration: 1 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0020461082458496094 || Total time:4.592695236206055 Iteration: 2 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0014560222625732422 || Total time:4.594151258468628 Iteration: 3 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0013561248779296875 || Total time:4.595507383346558 Iteration: 4 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0012898445129394531 || Total time:4.596797227859497 Iteration: 5 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0012941360473632812 || Total time:4.59809136390686 Iteration: 6 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0012769699096679688 || Total time:4.599368333816528 Iteration: 7 || Clusters count: 1 || Log posterior: -6961.560954752067 || Iter Time:0.0012638568878173828 || Total time:4.600632190704346 Iteration: 8 || Clusters count: 2 || Log posterior: -6678.457195601518 || Iter Time:0.14768695831298828 || Total time:4.748319149017334 Iteration: 9 || Clusters count: 2 || Log posterior: -6702.028247246384 || Iter Time:0.0019638538360595703 || Total time:4.7502830028533936 Iteration: 10 || Clusters count: 2 || Log posterior: -6684.777761998354 || Iter Time:0.002537965774536133 || Total time:4.75282096862793 Iteration: 11 || Clusters count: 2 || Log posterior: -6693.548027526727 || Iter Time:0.0016760826110839844 || Total time:4.754497051239014 Iteration: 12 || Clusters count: 2 || Log posterior: -6703.505043911931 || Iter Time:0.0016641616821289062 || Total time:4.756161212921143 Iteration: 13 || Clusters count: 2 || Log posterior: -6697.5982604909495 || Iter Time:0.0016660690307617188 || Total time:4.757827281951904 Iteration: 14 || Clusters count: 2 || Log posterior: -6705.884441274671 || Iter Time:0.0016329288482666016 || Total time:4.759460210800171 Iteration: 15 || Clusters count: 2 || Log posterior: -6683.187887156952 || Iter Time:0.0016541481018066406 || Total time:4.7611143589019775 Iteration: 16 || Clusters count: 2 || Log posterior: -6694.555251915122 || Iter Time:0.0016820430755615234 || Total time:4.762796401977539 Iteration: 17 || Clusters count: 2 || Log posterior: -6702.002200469782 || Iter Time:0.0016710758209228516 || Total time:4.764467477798462 Iteration: 18 || Clusters count: 4 || Log posterior: -6083.441734491141 || Iter Time:0.0043659210205078125 || Total time:4.76883339881897 Iteration: 19 || Clusters count: 4 || Log posterior: -6039.836496659136 || Iter Time:0.0023670196533203125 || Total time:4.77120041847229 Iteration: 20 || Clusters count: 4 || Log posterior: -5955.35177752774 || Iter Time:0.002232074737548828 || Total time:4.773432493209839 Iteration: 21 || Clusters count: 4 || Log posterior: -5938.3596535236975 || Iter Time:0.04210710525512695 || Total time:4.815539598464966 Iteration: 22 || Clusters count: 4 || Log posterior: -5925.210723917079 || Iter Time:0.0026869773864746094 || Total time:4.81822657585144 Iteration: 23 || Clusters count: 4 || Log posterior: -5908.132411794946 || Iter Time:0.0024890899658203125 || Total time:4.820715665817261 Iteration: 24 || Clusters count: 4 || Log posterior: -5927.280932692871 || Iter Time:0.0025560855865478516 || Total time:4.823271751403809 Iteration: 25 || Clusters count: 4 || Log posterior: -5912.746001048885 || Iter Time:0.0025069713592529297 || Total time:4.8257787227630615 Iteration: 26 || Clusters count: 4 || Log posterior: -5921.899280855334 || Iter Time:0.0027430057525634766 || Total time:4.828521728515625 Iteration: 27 || Clusters count: 4 || Log posterior: -5917.120509867456 || Iter Time:0.002721071243286133 || Total time:4.831242799758911 Iteration: 28 || Clusters count: 4 || Log posterior: -5923.84125165742 || Iter Time:0.002895832061767578 || Total time:4.834138631820679 Iteration: 29 || Clusters count: 6 || Log posterior: -5723.083540707438 || Iter Time:0.00589299201965332 || Total time:4.840031623840332 Iteration: 30 || Clusters count: 6 || Log posterior: -5698.318499713776 || Iter Time:1.1364679336547852 || Total time:5.976499557495117 false [4, 4, 5, 4, 2, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] [4, 4, 5, 4, 2, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4] Loading and distributing data: 0.000424 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5483.782288083467 || Iter Time:0.03357887268066406 || Total time:6.010078430175781 Iteration: 32 || Clusters count: 6 || Log posterior: -5472.56275692821 || Iter Time:0.006639957427978516 || Total time:6.01671838760376 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4528.723008589006 || Iter Time:0.0037131309509277344 || Total time:6.0204315185546875 Iteration: 34 || Clusters count: 6 || Log posterior: -4497.3353034206975 || Iter Time:0.00652003288269043 || Total time:6.026951551437378 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4265.859441586766 || Iter Time:0.0035851001739501953 || Total time:6.030536651611328 Iteration: 36 || Clusters count: 6 || Log posterior: -4252.88499741935 || Iter Time:0.005984067916870117 || Total time:6.036520719528198 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4176.89757142125 || Iter Time:0.003545999526977539 || Total time:6.040066719055176 Iteration: 38 || Clusters count: 6 || Log posterior: -4150.57194575241 || Iter Time:0.005944967269897461 || Total time:6.046011686325073 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4187.845775503077 || Iter Time:0.004453897476196289 || Total time:6.0504655838012695 Iteration: 40 || Clusters count: 6 || Log posterior: -4170.977316901205 || Iter Time:0.09101200103759766 || Total time:6.141477584838867 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -3835.7189843921606 || Iter Time:0.004789113998413086 || Total time:6.14626669883728 Iteration: 42 || Clusters count: 7 || Log posterior: -3758.14887339128 || Iter Time:0.0072689056396484375 || Total time:6.153535604476929 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 7 || Log posterior: -3610.186773189358 || Iter Time:0.004825115203857422 || Total time:6.158360719680786 Iteration: 44 || Clusters count: 7 || Log posterior: -3593.490931389299 || Iter Time:0.007892131805419922 || Total time:6.166252851486206 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -3521.720245873611 || Iter Time:0.0051081180572509766 || Total time:6.171360969543457 Iteration: 46 || Clusters count: 7 || Log posterior: -3520.8637050848856 || Iter Time:0.008353948593139648 || Total time:6.179714918136597 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -3552.182667331802 || Iter Time:0.005278825759887695 || Total time:6.184993743896484 Iteration: 48 || Clusters count: 7 || Log posterior: -3551.4738623721096 || Iter Time:0.008220195770263672 || Total time:6.193213939666748 Loading and distributing data: 0.000130 seconds (128 allocations: 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-3407.7447101934367 || Iter Time:0.010120153427124023 || Total time:6.286356449127197 Loading and distributing data: 0.000110 seconds (128 allocations: 13.180 KiB) Iteration: 61 || Clusters count: 10 || Log posterior: -3435.1089229525314 || Iter Time:0.0066988468170166016 || Total time:6.293055295944214 Iteration: 62 || Clusters count: 10 || Log posterior: -3380.28621538823 || Iter Time:0.010875940322875977 || Total time:6.30393123626709 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -3449.542039183397 || Iter Time:0.007255077362060547 || Total time:6.31118631362915 Iteration: 64 || Clusters count: 10 || Log posterior: -3423.9112625414564 || Iter Time:0.011381864547729492 || Total time:6.32256817817688 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 65 || Clusters count: 10 || Log posterior: -3426.4077164813107 || Iter Time:0.007074117660522461 || Total time:6.329642295837402 Iteration: 66 || Clusters count: 10 || Log posterior: -3393.056670716377 || Iter Time:0.01133108139038086 || Total time:6.340973377227783 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 10 || Log posterior: -3387.0509464731813 || Iter Time:0.008445978164672852 || Total time:6.349419355392456 Iteration: 68 || Clusters count: 10 || Log posterior: -3367.395518945299 || Iter Time:0.01273202896118164 || Total time:6.362151384353638 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 10 || Log posterior: -3386.745570118056 || Iter Time:0.008893966674804688 || Total time:6.371045351028442 Iteration: 70 || Clusters count: 10 || Log posterior: -3356.463406544167 || Iter Time:0.012848138809204102 || Total time:6.3838934898376465 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 10 || Log posterior: -3397.2387134287874 || Iter Time:0.009521007537841797 || Total time:6.393414497375488 Iteration: 72 || Clusters count: 10 || Log posterior: -3378.5327704743277 || Iter Time:0.5636670589447021 || Total time:6.95708155632019 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -3364.8132216718186 || Iter Time:0.008185863494873047 || Total time:6.9652674198150635 Iteration: 74 || Clusters count: 10 || Log posterior: -3356.2700489569916 || Iter Time:0.011655092239379883 || Total time:6.976922512054443 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3403.6081466065734 || Iter Time:0.008153200149536133 || Total time:6.9850757122039795 Iteration: 76 || Clusters count: 10 || Log posterior: -3376.662778669148 || Iter Time:0.011656999588012695 || Total time:6.996732711791992 Loading and distributing data: 0.000126 seconds 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posterior: -3325.298622520129 || Iter Time:0.011683940887451172 || Total time:7.11753511428833 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 11 || Log posterior: -3324.5487626671993 || Iter Time:0.007874011993408203 || Total time:7.125409126281738 Iteration: 90 || Clusters count: 11 || Log posterior: -3302.486135820202 || Iter Time:0.011877059936523438 || Total time:7.137286186218262 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 11 || Log posterior: -3356.031027923233 || Iter Time:0.008217096328735352 || Total time:7.145503282546997 Iteration: 92 || Clusters count: 11 || Log posterior: -3341.93492115439 || Iter Time:0.01197195053100586 || Total time:7.157475233078003 Loading and distributing data: 0.000126 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 11 || Log posterior: -3378.148897004468 || Iter Time:0.008037090301513672 || Total 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Iteration: 127 || Clusters count: 11 || Log posterior: -3395.1522092859277 || Iter Time:0.009881019592285156 || Total time:7.560289621353149 Iteration: 128 || Clusters count: 11 || Log posterior: -3364.9681361135267 || Iter Time:0.012979984283447266 || Total time:7.573269605636597 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 129 || Clusters count: 11 || Log posterior: -3389.1358813134116 || Iter Time:0.009157896041870117 || Total time:7.582427501678467 Iteration: 130 || Clusters count: 11 || Log posterior: -3347.722818704427 || Iter Time:0.013157844543457031 || Total time:7.595585346221924 Loading and distributing data: 0.000153 seconds (128 allocations: 13.180 KiB) Iteration: 131 || Clusters count: 11 || Log posterior: -3326.4444775329484 || Iter Time:0.010193824768066406 || Total time:7.60577917098999 Iteration: 132 || Clusters count: 11 || Log posterior: -3313.7938447541565 || Iter Time:0.01577901840209961 || Total time:7.62155818939209 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Iteration: 166 || Clusters count: 11 || Log posterior: -3361.3864620842355 || Iter Time:0.012744903564453125 || Total time:8.081075668334961 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 167 || Clusters count: 11 || Log posterior: -3353.4840122319124 || Iter Time:0.009401082992553711 || Total time:8.090476751327515 Iteration: 168 || Clusters count: 11 || Log posterior: -3309.5291849406935 || Iter Time:0.012903928756713867 || Total time:8.103380680084229 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 169 || Clusters count: 11 || Log posterior: -3355.829929007568 || Iter Time:0.009098052978515625 || Total time:8.112478733062744 Iteration: 170 || Clusters count: 11 || Log posterior: -3321.9211876482964 || Iter Time:0.013039112091064453 || Total time:8.125517845153809 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 171 || Clusters count: 11 || Log posterior: 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|| Total time:9.033743143081665 Iteration: 244 || Clusters count: 12 || Log posterior: -3354.4198941334325 || Iter Time:0.014673948287963867 || Total time:9.048417091369629 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 245 || Clusters count: 12 || Log posterior: -3369.1756221297783 || Iter Time:0.011538028717041016 || Total time:9.05995512008667 Iteration: 246 || Clusters count: 12 || Log posterior: -3340.545714687336 || Iter Time:0.014608144760131836 || Total time:9.074563264846802 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 247 || Clusters count: 12 || Log posterior: -3371.237872259463 || Iter Time:0.010049819946289062 || Total time:9.08461308479309 Iteration: 248 || Clusters count: 12 || Log posterior: -3365.2484629252954 || Iter Time:0.014295816421508789 || Total time:9.0989089012146 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 249 || Clusters count: 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|| Log posterior: -3370.8394058878453 || Iter Time:0.01464390754699707 || Total time:9.341669082641602 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 267 || Clusters count: 12 || Log posterior: -3344.6737359641766 || Iter Time:0.01059412956237793 || Total time:9.35226321220398 Iteration: 268 || Clusters count: 12 || Log posterior: -3325.484820952811 || Iter Time:0.014328956604003906 || Total time:9.366592168807983 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 269 || Clusters count: 12 || Log posterior: -3339.8127126771647 || Iter Time:0.010049104690551758 || Total time:9.376641273498535 Iteration: 270 || Clusters count: 12 || Log posterior: -3311.2214184834197 || Iter Time:0.014173030853271484 || Total time:9.390814304351807 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 271 || Clusters count: 12 || Log posterior: -3322.328632141941 || Iter 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Iteration: 277 || Clusters count: 12 || Log posterior: -3377.1655077106893 || Iter Time:0.010469913482666016 || Total time:9.475807666778564 Iteration: 278 || Clusters count: 12 || Log posterior: -3362.119461120869 || Iter Time:0.01456904411315918 || Total time:9.490376710891724 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 279 || Clusters count: 12 || Log posterior: -3321.8452489361644 || Iter Time:0.010333061218261719 || Total time:9.500709772109985 Iteration: 280 || Clusters count: 12 || Log posterior: -3312.055785545064 || Iter Time:0.014377832412719727 || Total time:9.515087604522705 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 281 || Clusters count: 12 || Log posterior: -3326.689706514012 || Iter Time:0.010178804397583008 || Total time:9.525266408920288 Iteration: 282 || Clusters count: 12 || Log posterior: -3310.5821531030515 || Iter Time:0.014206886291503906 || Total time:9.539473295211792 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Iteration: 316 || Clusters count: 13 || Log posterior: -3342.691972660703 || Iter Time:0.014964103698730469 || Total time:9.992441177368164 Loading and distributing data: 0.000115 seconds (128 allocations: 13.180 KiB) Iteration: 317 || Clusters count: 13 || Log posterior: -3350.724033961214 || Iter Time:0.01066899299621582 || Total time:10.00311017036438 Iteration: 318 || Clusters count: 13 || Log posterior: -3326.571970394489 || Iter Time:0.014900922775268555 || Total time:10.018011093139648 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 319 || Clusters count: 13 || Log posterior: -3342.108308355246 || Iter Time:0.010448932647705078 || Total time:10.028460025787354 Iteration: 320 || Clusters count: 13 || Log posterior: -3322.1057862889097 || Iter Time:0.015041112899780273 || Total time:10.043501138687134 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 321 || Clusters count: 13 || Log posterior: 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Iteration: 349 || Clusters count: 13 || Log posterior: -3361.45804067299 || Iter Time:0.010447978973388672 || Total time:10.428967952728271 Iteration: 350 || Clusters count: 13 || Log posterior: -3320.727162324139 || Iter Time:0.014950990676879883 || Total time:10.443918943405151 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 351 || Clusters count: 13 || Log posterior: -3374.8023378413477 || Iter Time:0.010631084442138672 || Total time:10.45455002784729 Iteration: 352 || Clusters count: 13 || Log posterior: -3339.8777878231513 || Iter Time:0.015015125274658203 || Total time:10.469565153121948 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 353 || Clusters count: 13 || Log posterior: -3402.8894058810624 || Iter Time:0.01055598258972168 || Total time:10.48012113571167 Iteration: 354 || Clusters count: 13 || Log posterior: -3363.9671331565346 || Iter Time:0.015026092529296875 || Total 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Iteration: 371 || Clusters count: 13 || Log posterior: -3400.2992933562537 || Iter Time:0.011270999908447266 || Total time:10.720306873321533 Iteration: 372 || Clusters count: 13 || Log posterior: -3382.762680429995 || Iter Time:0.01578211784362793 || Total time:10.736088991165161 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 373 || Clusters count: 13 || Log posterior: -3364.5350482683466 || Iter Time:0.010596990585327148 || Total time:10.746685981750488 Iteration: 374 || Clusters count: 13 || Log posterior: -3334.894894567151 || Iter Time:0.014549970626831055 || Total time:10.76123595237732 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 375 || Clusters count: 13 || Log posterior: -3422.095296064317 || Iter Time:0.010610818862915039 || Total time:10.771846771240234 Iteration: 376 || Clusters count: 13 || Log posterior: -3377.500316738143 || Iter Time:0.014536857604980469 || Total 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Iteration: 531 || Clusters count: 14 || Log posterior: -3320.909077935733 || Iter Time:0.012406110763549805 || Total time:13.118811130523682 Iteration: 532 || Clusters count: 14 || Log posterior: -3294.9979494544978 || Iter Time:0.017096996307373047 || Total time:13.135908126831055 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 533 || Clusters count: 14 || Log posterior: -3321.252295740783 || Iter Time:0.012665987014770508 || Total time:13.148574113845825 Iteration: 534 || Clusters count: 14 || Log posterior: -3302.2821816338774 || Iter Time:0.01721787452697754 || Total time:13.165791988372803 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 535 || Clusters count: 14 || Log posterior: -3337.291372696875 || Iter Time:0.012250185012817383 || Total time:13.17804217338562 Iteration: 536 || Clusters count: 14 || Log posterior: -3307.5777254274985 || Iter Time:0.017255067825317383 || Total 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Iteration: 553 || Clusters count: 14 || Log posterior: -3324.274361149921 || Iter Time:0.012614965438842773 || Total time:13.45001220703125 Iteration: 554 || Clusters count: 14 || Log posterior: -3298.2133223807573 || Iter Time:0.017639875411987305 || Total time:13.467652082443237 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 555 || Clusters count: 14 || Log posterior: -3305.4667417859177 || Iter Time:0.012410163879394531 || Total time:13.480062246322632 Iteration: 556 || Clusters count: 14 || Log posterior: -3264.1649109367227 || Iter Time:0.017752885818481445 || Total time:13.497815132141113 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 557 || Clusters count: 14 || Log posterior: -3267.560801321939 || Iter Time:0.012392044067382812 || Total time:13.510207176208496 Iteration: 558 || Clusters count: 14 || Log posterior: -3262.1458847217996 || Iter Time:0.03401994705200195 || Total 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Iteration: 575 || Clusters count: 14 || Log posterior: -3347.6029462761003 || Iter Time:0.012517929077148438 || Total time:13.793163776397705 Iteration: 576 || Clusters count: 14 || Log posterior: -3323.4666029453538 || Iter Time:0.017680883407592773 || Total time:13.810844659805298 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 577 || Clusters count: 14 || Log posterior: -3351.2011577931526 || Iter Time:0.01290583610534668 || Total time:13.823750495910645 Iteration: 578 || Clusters count: 14 || Log posterior: -3324.7684609754797 || Iter Time:0.018329858779907227 || Total time:13.842080354690552 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 579 || Clusters count: 14 || Log posterior: -3348.8029648359484 || Iter Time:0.014558076858520508 || Total time:13.856638431549072 Iteration: 580 || Clusters count: 14 || Log posterior: -3304.4358193820553 || Iter Time:0.017365217208862305 || Total 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Iteration: 597 || Clusters count: 14 || Log posterior: -3351.70009075728 || Iter Time:0.01261591911315918 || Total time:14.146294593811035 Iteration: 598 || Clusters count: 14 || Log posterior: -3323.435394624543 || Iter Time:0.017398834228515625 || Total time:14.16369342803955 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 599 || Clusters count: 14 || Log posterior: -3322.854863694091 || Iter Time:0.012573957443237305 || Total time:14.176267385482788 Iteration: 600 || Clusters count: 14 || Log posterior: -3305.0612161076365 || Iter Time:0.017353057861328125 || Total time:14.193620443344116 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 601 || Clusters count: 14 || Log posterior: -3357.9898597727124 || Iter Time:0.012850046157836914 || Total time:14.206470489501953 Iteration: 602 || Clusters count: 14 || Log posterior: -3310.769771947123 || Iter Time:0.017516136169433594 || Total time:14.223986625671387 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-3326.029255064164 || Iter Time:0.017338991165161133 || Total time:14.313758611679077 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 609 || Clusters count: 14 || Log posterior: -3320.6403435100183 || Iter Time:0.01265096664428711 || Total time:14.326409578323364 Iteration: 610 || Clusters count: 14 || Log posterior: -3290.1241275006087 || Iter Time:0.01739811897277832 || Total time:14.343807697296143 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 611 || Clusters count: 14 || Log posterior: -3362.1891894644273 || Iter Time:0.012911081314086914 || Total time:14.35671877861023 Iteration: 612 || Clusters count: 14 || Log posterior: -3339.5461725131904 || Iter Time:0.01648688316345215 || Total time:14.373205661773682 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 613 || Clusters count: 14 || Log posterior: -3347.9797338491735 || Iter Time:0.011632919311523438 || 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Iteration: 691 || Clusters count: 14 || Log posterior: -3290.652828590927 || Iter Time:0.01390385627746582 || Total time:15.644821166992188 Iteration: 692 || Clusters count: 14 || Log posterior: -3277.521231347956 || Iter Time:0.018275976181030273 || Total time:15.663097143173218 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 693 || Clusters count: 14 || Log posterior: -3337.7221639360087 || Iter Time:0.014460086822509766 || Total time:15.677557229995728 Iteration: 694 || Clusters count: 14 || Log posterior: -3293.673290916482 || Iter Time:0.018819093704223633 || Total time:15.696376323699951 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 695 || Clusters count: 14 || Log posterior: -3353.8296422207895 || Iter Time:0.030642032623291016 || Total time:15.727018356323242 Iteration: 696 || Clusters count: 14 || Log posterior: -3322.32674116642 || Iter Time:0.01879286766052246 || Total time:15.745811223983765 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Iteration: 763 || Clusters count: 14 || Log posterior: -3387.016618488884 || Iter Time:0.012536048889160156 || Total time:16.839391231536865 Iteration: 764 || Clusters count: 14 || Log posterior: -3347.2277987912757 || Iter Time:0.017190933227539062 || Total time:16.856582164764404 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 14 || Log posterior: -3327.030016768883 || Iter Time:0.01249384880065918 || Total time:16.869076013565063 Iteration: 766 || Clusters count: 14 || Log posterior: -3305.334910423395 || Iter Time:0.017023801803588867 || Total time:16.886099815368652 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 14 || Log posterior: -3332.4691447790583 || Iter Time:0.012419939041137695 || Total time:16.89851975440979 Iteration: 768 || Clusters count: 14 || Log posterior: -3297.6400986199787 || Iter Time:0.017076969146728516 || Total 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Iteration: 785 || Clusters count: 14 || Log posterior: -3379.708707964778 || Iter Time:0.011546134948730469 || Total time:17.164505004882812 Iteration: 786 || Clusters count: 14 || Log posterior: -3342.6643525605796 || Iter Time:0.016549110412597656 || Total time:17.18105411529541 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 787 || Clusters count: 14 || Log posterior: -3431.922903452213 || Iter Time:0.011816978454589844 || Total time:17.19287109375 Iteration: 788 || Clusters count: 14 || Log posterior: -3374.417440517027 || Iter Time:0.016999006271362305 || Total time:17.209870100021362 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 789 || Clusters count: 14 || Log posterior: -3396.3033515246934 || Iter Time:0.012843847274780273 || Total time:17.222713947296143 Iteration: 790 || Clusters count: 14 || Log posterior: -3335.8411566655477 || Iter Time:0.03481912612915039 || Total time:17.257533073425293 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Iteration: 857 || Clusters count: 14 || Log posterior: -3324.5535243056265 || Iter Time:0.013917922973632812 || Total time:18.291574239730835 Iteration: 858 || Clusters count: 14 || Log posterior: -3301.9968236545747 || Iter Time:0.01725292205810547 || Total time:18.30882716178894 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 859 || Clusters count: 14 || Log posterior: -3326.294911696552 || Iter Time:0.012682914733886719 || Total time:18.321510076522827 Iteration: 860 || Clusters count: 14 || Log posterior: -3306.98950000674 || Iter Time:0.01723504066467285 || Total time:18.3387451171875 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 861 || Clusters count: 14 || Log posterior: -3346.7923875012093 || Iter Time:0.012626886367797852 || Total time:18.351372003555298 Iteration: 862 || Clusters count: 14 || Log posterior: -3308.2897482905937 || Iter Time:0.017351150512695312 || Total time:18.368723154067993 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Iteration: 951 || Clusters count: 14 || Log posterior: -3435.0334728175535 || Iter Time:0.012343883514404297 || Total time:19.737653970718384 Iteration: 952 || Clusters count: 14 || Log posterior: -3377.3763885352623 || Iter Time:0.01695108413696289 || Total time:19.754605054855347 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 953 || Clusters count: 14 || Log posterior: -3409.8255048633096 || Iter Time:0.012601852416992188 || Total time:19.76720690727234 Iteration: 954 || Clusters count: 14 || Log posterior: -3371.2844520967183 || Iter Time:0.016968965530395508 || Total time:19.784175872802734 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 955 || Clusters count: 14 || Log posterior: -3378.267876362111 || Iter Time:0.012594938278198242 || Total time:19.796770811080933 Iteration: 956 || Clusters count: 14 || Log posterior: -3344.115080457926 || Iter Time:0.017112016677856445 || Total 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-3275.857807602985 || Iter Time:0.017236948013305664 || Total time:25.17107343673706 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1293 || Clusters count: 14 || Log posterior: -3344.926780068127 || Iter Time:0.012809991836547852 || Total time:25.18388342857361 Iteration: 1294 || Clusters count: 14 || Log posterior: -3300.661283267345 || Iter Time:0.017577171325683594 || Total time:25.201460599899292 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1295 || Clusters count: 14 || Log posterior: -3338.7136513975047 || Iter Time:0.013190031051635742 || Total time:25.214650630950928 Iteration: 1296 || Clusters count: 14 || Log posterior: -3316.7962182417696 || Iter Time:0.017833948135375977 || Total time:25.232484579086304 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1297 || Clusters count: 14 || Log posterior: -3371.3102903596027 || Iter Time:0.012956857681274414 || 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-3314.8392181937115 || Iter Time:0.01740717887878418 || Total time:25.87290906906128 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1337 || Clusters count: 14 || Log posterior: -3382.056355345626 || Iter Time:0.012995004653930664 || Total time:25.88590407371521 Iteration: 1338 || Clusters count: 14 || Log posterior: -3344.128955676689 || Iter Time:0.017248153686523438 || Total time:25.903152227401733 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1339 || Clusters count: 14 || Log posterior: -3416.905327472255 || Iter Time:0.012857913970947266 || Total time:25.91601014137268 Iteration: 1340 || Clusters count: 14 || Log posterior: -3375.796755820437 || Iter Time:0.017512798309326172 || Total time:25.933522939682007 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1341 || Clusters count: 14 || Log posterior: -3351.8353108071747 || Iter Time:0.012875795364379883 || 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-3272.1450216201406 || Iter Time:0.017225980758666992 || Total time:27.26542377471924 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1425 || Clusters count: 14 || Log posterior: -3326.4704608544803 || Iter Time:0.012719154357910156 || Total time:27.27814292907715 Iteration: 1426 || Clusters count: 14 || Log posterior: -3288.1715927851887 || Iter Time:0.017340898513793945 || Total time:27.295483827590942 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1427 || Clusters count: 14 || Log posterior: -3355.2928764256376 || Iter Time:0.012811899185180664 || Total time:27.308295726776123 Iteration: 1428 || Clusters count: 14 || Log posterior: -3327.836821716991 || Iter Time:0.017277002334594727 || Total time:27.325572729110718 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1429 || Clusters count: 14 || Log posterior: -3402.3140498188536 || Iter Time:0.012582063674926758 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-3294.11174511319 || Iter Time:0.01730203628540039 || Total time:27.619685888290405 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1447 || Clusters count: 14 || Log posterior: -3375.8416448283906 || Iter Time:0.012962818145751953 || Total time:27.632648706436157 Iteration: 1448 || Clusters count: 14 || Log posterior: -3325.5328108602394 || Iter Time:0.017719030380249023 || Total time:27.650367736816406 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1449 || Clusters count: 14 || Log posterior: -3371.644635557313 || Iter Time:0.012999773025512695 || Total time:27.66336750984192 Iteration: 1450 || Clusters count: 14 || Log posterior: -3349.0047489850836 || Iter Time:0.0175628662109375 || Total time:27.680930376052856 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1451 || Clusters count: 14 || Log posterior: -3413.566870863685 || Iter Time:0.012970924377441406 || 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Iteration: 1551 || Clusters count: 14 || Log posterior: -3378.354583453357 || Iter Time:0.011378049850463867 || Total time:29.32596755027771 Iteration: 1552 || Clusters count: 14 || Log posterior: -3354.156251874651 || Iter Time:0.01684403419494629 || Total time:29.342811584472656 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 14 || Log posterior: -3367.6694231562306 || Iter Time:0.011556148529052734 || Total time:29.35436773300171 Iteration: 1554 || Clusters count: 14 || Log posterior: -3346.470712603375 || Iter Time:0.016396045684814453 || Total time:29.370763778686523 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 14 || Log posterior: -3347.357326988691 || Iter Time:0.012516975402832031 || Total time:29.383280754089355 Iteration: 1556 || Clusters count: 14 || Log posterior: -3316.173920892184 || Iter Time:0.016782045364379883 || Total 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Iteration: 1573 || Clusters count: 14 || Log posterior: -3353.885864127584 || Iter Time:0.012846946716308594 || Total time:29.680264711380005 Iteration: 1574 || Clusters count: 14 || Log posterior: -3310.0337095816676 || Iter Time:0.017668962478637695 || Total time:29.697933673858643 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1575 || Clusters count: 14 || Log posterior: -3347.98944870248 || Iter Time:0.012958049774169922 || Total time:29.710891723632812 Iteration: 1576 || Clusters count: 14 || Log posterior: -3324.08478903686 || Iter Time:0.017512083053588867 || Total time:29.7284038066864 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1577 || Clusters count: 14 || Log posterior: -3367.692190204484 || Iter Time:0.013309001922607422 || Total time:29.74171280860901 Iteration: 1578 || Clusters count: 14 || Log posterior: -3335.5848972690264 || Iter Time:0.017237186431884766 || Total 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Iteration: 1749 || Clusters count: 14 || Log posterior: -3384.2728846033783 || Iter Time:0.012846946716308594 || Total time:32.49085593223572 Iteration: 1750 || Clusters count: 14 || Log posterior: -3355.5678048428636 || Iter Time:0.01796889305114746 || Total time:32.508824825286865 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1751 || Clusters count: 14 || Log posterior: -3386.0332016106067 || Iter Time:0.013279914855957031 || Total time:32.52210474014282 Iteration: 1752 || Clusters count: 14 || Log posterior: -3347.2033948590065 || Iter Time:0.017946958541870117 || Total time:32.54005169868469 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1753 || Clusters count: 14 || Log posterior: -3388.2084839462636 || Iter Time:0.013860940933227539 || Total time:32.55391263961792 Iteration: 1754 || Clusters count: 14 || Log posterior: -3357.257763626833 || Iter Time:0.017826080322265625 || Total 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Iteration: 1771 || Clusters count: 14 || Log posterior: -3321.2272883790383 || Iter Time:0.013292074203491211 || Total time:32.8548789024353 Iteration: 1772 || Clusters count: 14 || Log posterior: -3292.124286513509 || Iter Time:0.018541812896728516 || Total time:32.87342071533203 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1773 || Clusters count: 14 || Log posterior: -3333.6922450789666 || Iter Time:0.014009952545166016 || Total time:32.8874306678772 Iteration: 1774 || Clusters count: 14 || Log posterior: -3306.7353499945575 || Iter Time:0.018887996673583984 || Total time:32.90631866455078 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1775 || Clusters count: 14 || Log posterior: -3320.7497219639645 || Iter Time:0.01294088363647461 || Total time:32.919259548187256 Iteration: 1776 || Clusters count: 14 || Log posterior: -3298.9357739701154 || Iter Time:0.01768803596496582 || Total 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Iteration: 1837 || Clusters count: 14 || Log posterior: -3347.9972849626656 || Iter Time:0.013092041015625 || Total time:33.916879177093506 Iteration: 1838 || Clusters count: 14 || Log posterior: -3313.455478329063 || Iter Time:0.017657041549682617 || Total time:33.93453621864319 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 14 || Log posterior: -3282.550643789962 || Iter Time:0.013353109359741211 || Total time:33.94788932800293 Iteration: 1840 || Clusters count: 14 || Log posterior: -3252.0941978655196 || Iter Time:0.017893075942993164 || Total time:33.96578240394592 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 14 || Log posterior: -3320.543975380727 || Iter Time:0.012806892395019531 || Total time:33.97858929634094 Iteration: 1842 || Clusters count: 14 || Log posterior: -3285.376070541028 || Iter Time:0.017990827560424805 || Total 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Iteration: 1859 || Clusters count: 14 || Log posterior: -3405.512585964158 || Iter Time:0.013428926467895508 || Total time:34.28143000602722 Iteration: 1860 || Clusters count: 14 || Log posterior: -3362.1777623940034 || Iter Time:0.017875194549560547 || Total time:34.29930520057678 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -3403.400137960098 || Iter Time:0.014416933059692383 || Total time:34.313722133636475 Iteration: 1862 || Clusters count: 14 || Log posterior: -3344.9856513012683 || Iter Time:0.017847061157226562 || Total time:34.3315691947937 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -3341.7627376615415 || Iter Time:0.013072013854980469 || Total time:34.34464120864868 Iteration: 1864 || Clusters count: 14 || Log posterior: -3299.1372707249134 || Iter Time:0.018013954162597656 || Total time:34.36265516281128 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -3361.068212521565 || Iter Time:0.013785839080810547 || Total time:34.37644100189209 Iteration: 1866 || Clusters count: 14 || Log posterior: -3334.337977690078 || Iter Time:0.017798900604248047 || Total time:34.39423990249634 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 14 || Log posterior: -3352.9015502880943 || Iter Time:0.012832880020141602 || Total time:34.40707278251648 Iteration: 1868 || Clusters count: 14 || Log posterior: -3317.995111203131 || Iter Time:0.01752495765686035 || Total time:34.42459774017334 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 14 || Log posterior: -3385.7997933186302 || Iter Time:0.012438058853149414 || Total time:34.43703579902649 Iteration: 1870 || Clusters count: 14 || Log posterior: -3360.8867296097565 || Iter Time:0.016557931900024414 || Total time:34.453593730926514 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 14 || Log posterior: -3395.7730403664873 || Iter Time:0.012017965316772461 || Total time:34.465611696243286 Iteration: 1872 || Clusters count: 14 || Log posterior: -3369.3414828017476 || Iter Time:0.3138101100921631 || Total time:34.77942180633545 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 14 || Log posterior: -3356.6749378094537 || Iter Time:0.011939048767089844 || Total time:34.79136085510254 Iteration: 1874 || Clusters count: 14 || Log posterior: -3327.8090373041096 || Iter Time:0.016790151596069336 || Total time:34.80815100669861 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 14 || Log posterior: -3316.436609417752 || Iter Time:0.011999845504760742 || Total time:34.82015085220337 Iteration: 1876 || Clusters count: 14 || Log posterior: -3286.4677738535224 || Iter Time:0.017258882522583008 || Total time:34.83740973472595 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 14 || Log posterior: -3317.9946059000467 || Iter Time:0.012131929397583008 || Total time:34.849541664123535 Iteration: 1878 || Clusters count: 14 || Log posterior: -3280.5318923200493 || Iter Time:0.01684403419494629 || Total time:34.86638569831848 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 14 || Log posterior: -3344.010079001543 || Iter Time:0.012894868850708008 || Total time:34.87928056716919 Iteration: 1880 || Clusters count: 14 || Log posterior: -3310.2128953505426 || Iter Time:0.019360065460205078 || Total time:34.898640632629395 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 14 || Log posterior: -3324.3832930245426 || Iter Time:0.012984037399291992 || Total time:34.91162467002869 Iteration: 1882 || Clusters count: 14 || Log posterior: -3296.7314174699172 || Iter Time:0.017440080642700195 || Total time:34.92906475067139 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 14 || Log posterior: -3324.178242616614 || Iter Time:0.012852907180786133 || Total time:34.94191765785217 Iteration: 1884 || Clusters count: 14 || Log posterior: -3300.4623718441035 || Iter Time:0.017611980438232422 || Total time:34.959529638290405 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 14 || Log posterior: -3360.4475537603735 || Iter Time:0.012819051742553711 || Total time:34.97234869003296 Iteration: 1886 || Clusters count: 14 || Log posterior: -3340.201065640084 || Iter Time:0.018084049224853516 || Total time:34.99043273925781 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 14 || Log posterior: -3390.6678714495933 || Iter Time:0.013336896896362305 || Total time:35.003769636154175 Iteration: 1888 || Clusters count: 14 || Log posterior: -3354.4827167239246 || Iter Time:0.017991065979003906 || Total time:35.02176070213318 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 14 || Log posterior: -3415.670802062831 || Iter Time:0.01329803466796875 || Total time:35.03505873680115 Iteration: 1890 || Clusters count: 14 || Log posterior: -3374.315088190211 || Iter Time:0.04135608673095703 || Total time:35.076414823532104 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 14 || Log posterior: -3385.3407562041693 || Iter Time:0.013024091720581055 || Total time:35.089438915252686 Iteration: 1892 || Clusters count: 14 || Log posterior: -3362.6590949515694 || Iter Time:0.017489910125732422 || Total time:35.10692882537842 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 14 || Log posterior: -3378.2051734230104 || Iter Time:0.01291203498840332 || Total time:35.11984086036682 Iteration: 1894 || Clusters count: 14 || Log posterior: -3337.6112308274996 || Iter Time:0.018491029739379883 || Total time:35.1383318901062 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 14 || Log posterior: -3352.1869299207806 || Iter Time:0.012885093688964844 || Total time:35.151216983795166 Iteration: 1896 || Clusters count: 14 || Log posterior: -3320.083715238312 || Iter Time:0.01751399040222168 || Total time:35.16873097419739 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 14 || Log posterior: -3356.230208855526 || Iter Time:0.012955188751220703 || Total time:35.18168616294861 Iteration: 1898 || Clusters count: 14 || Log posterior: -3317.876131982059 || Iter Time:0.01758408546447754 || Total time:35.199270248413086 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 14 || Log posterior: -3384.4932681095293 || Iter Time:0.012779951095581055 || Total time:35.21205019950867 Iteration: 1900 || Clusters count: 14 || Log posterior: -3327.818476033176 || Iter Time:0.018800973892211914 || Total time:35.23085117340088 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 14 || Log posterior: -3329.629565909528 || Iter Time:0.013172149658203125 || Total time:35.24402332305908 Iteration: 1902 || Clusters count: 14 || Log posterior: -3277.4873207414325 || Iter Time:0.017693042755126953 || Total time:35.26171636581421 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 14 || Log posterior: -3335.3041328197 || Iter Time:0.013070106506347656 || Total time:35.27478647232056 Iteration: 1904 || Clusters count: 14 || Log posterior: -3299.407433797125 || Iter Time:0.01777195930480957 || Total time:35.292558431625366 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 14 || Log posterior: -3301.2359933724647 || Iter Time:0.013231039047241211 || Total time:35.30578947067261 Iteration: 1906 || Clusters count: 14 || Log posterior: -3276.9886850754688 || Iter Time:0.017796993255615234 || Total time:35.32358646392822 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 14 || Log posterior: -3316.475051894736 || Iter Time:0.013063907623291016 || Total time:35.336650371551514 Iteration: 1908 || Clusters count: 14 || Log posterior: -3299.9875288154008 || Iter Time:0.017714977264404297 || Total time:35.35436534881592 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 14 || Log posterior: -3309.0782706836903 || Iter Time:0.012880086898803711 || Total time:35.36724543571472 Iteration: 1910 || Clusters count: 14 || Log posterior: -3294.1040498168827 || Iter Time:0.01767897605895996 || Total time:35.38492441177368 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 14 || Log posterior: -3339.271717566986 || Iter Time:0.01299905776977539 || Total time:35.39792346954346 Iteration: 1912 || Clusters count: 14 || Log posterior: -3317.3362363091237 || Iter Time:0.016851186752319336 || Total time:35.414774656295776 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 14 || Log posterior: -3335.550769032909 || Iter Time:0.012037038803100586 || Total time:35.42681169509888 Iteration: 1914 || Clusters count: 14 || Log posterior: -3291.48096797853 || Iter Time:0.016691923141479492 || Total time:35.443503618240356 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 14 || Log posterior: -3361.2269143923345 || Iter Time:0.012384891510009766 || Total time:35.455888509750366 Iteration: 1916 || Clusters count: 14 || Log posterior: -3337.7508460525423 || Iter Time:0.016844987869262695 || Total time:35.47273349761963 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 14 || Log posterior: -3309.232223162588 || Iter Time:0.012164831161499023 || Total time:35.48489832878113 Iteration: 1918 || Clusters count: 14 || Log posterior: -3273.0518116295075 || Iter Time:0.016843080520629883 || Total time:35.50174140930176 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 14 || Log posterior: -3301.256187603748 || Iter Time:0.013396024703979492 || Total time:35.51513743400574 Iteration: 1920 || Clusters count: 14 || Log posterior: -3276.1122374527527 || Iter Time:0.017058134078979492 || Total time:35.53219556808472 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 14 || Log posterior: -3350.3407866719094 || Iter Time:0.01353907585144043 || Total time:35.54573464393616 Iteration: 1922 || Clusters count: 14 || Log posterior: -3309.240224548899 || Iter Time:0.017952919006347656 || Total time:35.563687562942505 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 14 || Log posterior: -3326.682885831545 || Iter Time:0.013568878173828125 || Total time:35.57725644111633 Iteration: 1924 || Clusters count: 14 || Log posterior: -3298.6316778534288 || Iter Time:0.04182887077331543 || Total time:35.61908531188965 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 14 || Log posterior: -3333.2192491544915 || Iter Time:0.012851953506469727 || Total time:35.63193726539612 Iteration: 1926 || Clusters count: 14 || Log posterior: -3292.3700708878 || Iter Time:0.017687082290649414 || Total time:35.64962434768677 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 14 || Log posterior: -3336.5705952090466 || Iter Time:0.01290583610534668 || Total time:35.662530183792114 Iteration: 1928 || Clusters count: 14 || Log posterior: -3309.4538934610214 || Iter Time:0.018006086349487305 || Total time:35.6805362701416 Loading and distributing data: 0.000188 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 14 || Log posterior: -3326.087433303062 || Iter Time:0.014196157455444336 || Total time:35.694732427597046 Iteration: 1930 || Clusters count: 14 || Log posterior: -3298.628072336832 || Iter Time:0.018635988235473633 || Total time:35.71336841583252 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 14 || Log posterior: -3353.230141877707 || Iter Time:0.01374197006225586 || Total time:35.727110385894775 Iteration: 1932 || Clusters count: 14 || Log posterior: -3306.689258892809 || Iter Time:0.019662857055664062 || Total time:35.74677324295044 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 14 || Log posterior: -3331.7132468986624 || Iter Time:0.013191938400268555 || Total time:35.75996518135071 Iteration: 1934 || Clusters count: 14 || Log posterior: -3312.8872454992556 || Iter Time:0.017976999282836914 || Total time:35.777942180633545 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 14 || Log posterior: -3360.0210297569797 || Iter Time:0.013170003890991211 || Total time:35.791112184524536 Iteration: 1936 || Clusters count: 14 || Log posterior: -3338.3592057993756 || Iter Time:0.01773691177368164 || Total time:35.80884909629822 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 14 || Log posterior: -3326.360606209207 || Iter Time:0.012782096862792969 || Total time:35.82163119316101 Iteration: 1938 || Clusters count: 14 || Log posterior: -3287.9379639147633 || Iter Time:0.017792940139770508 || Total time:35.83942413330078 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 14 || Log posterior: -3316.1475199502115 || Iter Time:0.01313018798828125 || Total time:35.85255432128906 Iteration: 1940 || Clusters count: 14 || Log posterior: -3283.6845958526646 || Iter Time:0.018230915069580078 || Total time:35.87078523635864 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 14 || Log posterior: -3325.246201334394 || Iter Time:0.013169050216674805 || Total time:35.88395428657532 Iteration: 1942 || Clusters count: 14 || Log posterior: -3300.8465044970435 || Iter Time:0.017930030822753906 || Total time:35.90188431739807 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 14 || Log posterior: -3339.3314196046535 || Iter Time:0.013602018356323242 || Total time:35.915486335754395 Iteration: 1944 || Clusters count: 14 || Log posterior: -3291.0870391377953 || Iter Time:0.01770782470703125 || Total time:35.933194160461426 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 14 || Log posterior: -3380.082784834459 || Iter Time:0.012838125228881836 || Total time:35.94603228569031 Iteration: 1946 || Clusters count: 14 || Log posterior: -3347.2490785218656 || Iter Time:0.01749110221862793 || Total time:35.963523387908936 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 14 || Log posterior: -3401.2412445023924 || Iter Time:0.012935876846313477 || Total time:35.97645926475525 Iteration: 1948 || Clusters count: 14 || Log posterior: -3364.4974757748496 || Iter Time:0.017952919006347656 || Total time:35.9944121837616 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 14 || Log posterior: -3401.568319041738 || Iter Time:0.013199090957641602 || Total time:36.00761127471924 Iteration: 1950 || Clusters count: 14 || Log posterior: -3363.8022088231123 || Iter Time:0.018399953842163086 || Total time:36.0260112285614 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 14 || Log posterior: -3370.6893573292614 || Iter Time:0.013291120529174805 || Total time:36.039302349090576 Iteration: 1952 || Clusters count: 14 || Log posterior: -3344.2744732051415 || Iter Time:0.018851041793823242 || Total time:36.0581533908844 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 14 || Log posterior: -3374.817413952231 || Iter Time:0.013807058334350586 || Total time:36.07196044921875 Iteration: 1954 || Clusters count: 14 || Log posterior: -3355.9790839727843 || Iter Time:0.01819896697998047 || Total time:36.09015941619873 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 14 || Log posterior: -3395.689919205199 || Iter Time:0.013260126113891602 || Total time:36.10341954231262 Iteration: 1956 || Clusters count: 14 || Log posterior: -3358.8687138745095 || Iter Time:0.01805591583251953 || Total time:36.12147545814514 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 14 || Log posterior: -3356.216999401752 || Iter Time:0.01357579231262207 || Total time:36.135051250457764 Iteration: 1958 || Clusters count: 14 || Log posterior: -3348.680138718198 || Iter Time:0.04100990295410156 || Total time:36.176061153411865 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 14 || Log posterior: -3332.57296578211 || Iter Time:0.013183832168579102 || Total time:36.189244985580444 Iteration: 1960 || Clusters count: 14 || Log posterior: -3305.13041077759 || Iter Time:0.017594099044799805 || Total time:36.206839084625244 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 14 || Log posterior: -3346.1451728497027 || Iter Time:0.013031959533691406 || Total time:36.219871044158936 Iteration: 1962 || Clusters count: 14 || Log posterior: -3291.5795159487398 || Iter Time:0.01750802993774414 || Total time:36.23737907409668 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 14 || Log posterior: -3353.3459085611075 || Iter Time:0.012878179550170898 || Total time:36.25025725364685 Iteration: 1964 || Clusters count: 14 || Log posterior: -3324.7006440756927 || Iter Time:0.01751995086669922 || Total time:36.26777720451355 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 14 || Log posterior: -3341.076747924036 || Iter Time:0.013197898864746094 || Total time:36.280975103378296 Iteration: 1966 || Clusters count: 14 || Log posterior: -3306.9575292016034 || Iter Time:0.016798973083496094 || Total time:36.29777407646179 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 14 || Log posterior: -3309.263582370588 || Iter Time:0.01189112663269043 || Total time:36.30966520309448 Iteration: 1968 || Clusters count: 14 || Log posterior: -3271.3094472441285 || Iter Time:0.016643047332763672 || Total time:36.326308250427246 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 14 || Log posterior: -3276.671283494455 || Iter Time:0.012048959732055664 || Total time:36.3383572101593 Iteration: 1970 || Clusters count: 14 || Log posterior: -3258.486245452429 || Iter Time:0.016688108444213867 || Total time:36.355045318603516 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 14 || Log posterior: -3337.6537540922245 || Iter Time:0.013028144836425781 || Total time:36.36807346343994 Iteration: 1972 || Clusters count: 14 || Log posterior: -3279.913020207137 || Iter Time:0.016710996627807617 || Total time:36.38478446006775 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 14 || Log posterior: -3369.105423519022 || Iter Time:0.013139963150024414 || Total time:36.39792442321777 Iteration: 1974 || Clusters count: 14 || Log posterior: -3332.706053865819 || Iter Time:0.01701498031616211 || Total time:36.414939403533936 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 14 || Log posterior: -3371.320303428002 || Iter Time:0.01287698745727539 || Total time:36.42781639099121 Iteration: 1976 || Clusters count: 14 || Log posterior: -3327.7357672370913 || Iter Time:0.017527103424072266 || Total time:36.44534349441528 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 14 || Log posterior: -3417.6797976086127 || Iter Time:0.01314401626586914 || Total time:36.45848751068115 Iteration: 1978 || Clusters count: 14 || Log posterior: -3373.153211229447 || Iter Time:0.01749396324157715 || Total time:36.47598147392273 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 14 || Log posterior: -3397.4681386569832 || Iter Time:0.013015985488891602 || Total time:36.48899745941162 Iteration: 1980 || Clusters count: 14 || Log posterior: -3369.6680639480173 || Iter Time:0.01745295524597168 || Total time:36.50645041465759 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 14 || Log posterior: -3391.527259763041 || Iter Time:0.012888908386230469 || Total time:36.51933932304382 Iteration: 1982 || Clusters count: 14 || Log posterior: -3343.208826933575 || Iter Time:0.0174560546875 || Total time:36.53679537773132 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 14 || Log posterior: -3378.6620309848813 || Iter Time:0.012696981430053711 || Total time:36.54949235916138 Iteration: 1984 || Clusters count: 14 || Log posterior: -3341.6743512593935 || Iter Time:0.017420053482055664 || Total time:36.56691241264343 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 14 || Log posterior: -3362.2960712901813 || Iter Time:0.013164043426513672 || Total time:36.580076456069946 Iteration: 1986 || Clusters count: 14 || Log posterior: -3320.750424652786 || Iter Time:0.018529891967773438 || Total time:36.59860634803772 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 14 || Log posterior: -3374.4067419175913 || Iter Time:0.01364898681640625 || Total time:36.612255334854126 Iteration: 1988 || Clusters count: 14 || Log posterior: -3334.204051517889 || Iter Time:0.018121957778930664 || Total time:36.63037729263306 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 14 || Log posterior: -3372.6895240666363 || Iter Time:0.01307988166809082 || Total time:36.64345717430115 Iteration: 1990 || Clusters count: 14 || Log posterior: -3343.562482168648 || Iter Time:0.01771998405456543 || Total time:36.66117715835571 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 14 || Log posterior: -3375.8067198825347 || Iter Time:0.013081073760986328 || Total time:36.6742582321167 Iteration: 1992 || Clusters count: 14 || Log posterior: -3355.2946749547195 || Iter Time:0.018394947052001953 || Total time:36.6926531791687 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 14 || Log posterior: -3442.803131775433 || Iter Time:0.0400080680847168 || Total time:36.73266124725342 Iteration: 1994 || Clusters count: 14 || Log posterior: -3401.5660236947638 || Iter Time:0.01868414878845215 || Total time:36.75134539604187 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 14 || Log posterior: -3390.0758916142963 || Iter Time:0.013931035995483398 || Total time:36.76527643203735 Iteration: 1996 || Clusters count: 14 || Log posterior: -3351.075415217305 || Iter Time:0.017462968826293945 || Total time:36.78273940086365 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 14 || Log posterior: -3402.154479712426 || Iter Time:0.01299595832824707 || Total time:36.795735359191895 Iteration: 1998 || Clusters count: 14 || Log posterior: -3324.708036430195 || Iter Time:0.017673969268798828 || Total time:36.81340932846069 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 14 || Log posterior: -3355.029905071266 || Iter Time:0.012799978256225586 || Total time:36.82620930671692 Iteration: 2000 || Clusters count: 14 || Log posterior: -3301.080260133089 || Iter Time:0.01755690574645996 || Total time:36.84376621246338 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 14 || Log posterior: -3404.5775485506365 || Iter Time:0.012681961059570312 || Total time:36.85644817352295 Iteration: 2002 || Clusters count: 14 || Log posterior: -3328.049290709766 || Iter Time:0.017405033111572266 || Total time:36.87385320663452 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 14 || Log posterior: -3403.0221918903508 || Iter Time:0.012808084487915039 || Total time:36.88666129112244 Iteration: 2004 || Clusters count: 14 || Log posterior: -3384.2912952306656 || Iter Time:0.017529010772705078 || Total time:36.90419030189514 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 14 || Log posterior: -3358.0378022321015 || Iter Time:0.012831926345825195 || Total time:36.91702222824097 Iteration: 2006 || Clusters count: 14 || Log posterior: -3329.0882830504775 || Iter Time:0.017459869384765625 || Total time:36.93448209762573 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 14 || Log posterior: -3311.0022463264336 || Iter Time:0.012975931167602539 || Total time:36.947458028793335 Iteration: 2008 || Clusters count: 14 || Log posterior: -3298.6709483203967 || Iter Time:0.01781296730041504 || Total time:36.96527099609375 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 14 || Log posterior: -3334.9680187249096 || Iter Time:0.013401031494140625 || Total time:36.97867202758789 Iteration: 2010 || Clusters count: 14 || Log posterior: -3313.9278109186594 || Iter Time:0.017847061157226562 || Total time:36.99651908874512 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 14 || Log posterior: -3368.265159985795 || Iter Time:0.013128995895385742 || Total time:37.0096480846405 Iteration: 2012 || Clusters count: 14 || Log posterior: -3341.571793126963 || Iter Time:0.01751089096069336 || Total time:37.027158975601196 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 14 || Log posterior: -3328.777587712504 || Iter Time:0.012730836868286133 || Total time:37.03988981246948 Iteration: 2014 || Clusters count: 14 || Log posterior: -3310.9404628076227 || Iter Time:0.01756000518798828 || Total time:37.05744981765747 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 14 || Log posterior: -3332.2968115510403 || Iter Time:0.012907981872558594 || Total time:37.07035779953003 Iteration: 2016 || Clusters count: 14 || Log posterior: -3301.4840289123686 || Iter Time:0.01755213737487793 || Total time:37.08790993690491 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 14 || Log posterior: -3336.9509463546156 || Iter Time:0.012990951538085938 || Total time:37.10090088844299 Iteration: 2018 || Clusters count: 14 || Log posterior: -3313.833025646827 || Iter Time:0.01745009422302246 || Total time:37.118350982666016 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 14 || Log posterior: -3330.607283561564 || Iter Time:0.01276087760925293 || Total time:37.13111186027527 Iteration: 2020 || Clusters count: 14 || Log posterior: -3312.7313400629228 || Iter Time:0.017366886138916016 || Total time:37.148478746414185 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 14 || Log posterior: -3350.5110509575175 || Iter Time:0.012839078903198242 || Total time:37.16131782531738 Iteration: 2022 || Clusters count: 14 || Log posterior: -3332.625281075473 || Iter Time:0.017963171005249023 || Total time:37.17928099632263 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 14 || Log posterior: -3360.9779066281594 || Iter Time:0.012989044189453125 || Total time:37.192270040512085 Iteration: 2024 || Clusters count: 14 || Log posterior: -3334.964396945311 || Iter Time:0.017481088638305664 || Total time:37.20975112915039 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 14 || Log posterior: -3358.023405602257 || Iter Time:0.013242959976196289 || Total time:37.22299408912659 Iteration: 2026 || Clusters count: 14 || Log posterior: -3337.3298234517233 || Iter Time:0.01773810386657715 || Total time:37.240732192993164 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 14 || Log posterior: -3365.9489748505493 || Iter Time:0.013226985931396484 || Total time:37.25395917892456 Iteration: 2028 || Clusters count: 14 || Log posterior: -3327.868337354533 || Iter Time:0.04372596740722656 || Total time:37.29768514633179 Avg NMI: 0.9326200544436184 Full NMI: 0.9146036113846049 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m31.6s Testing DPMMSubClustersStreaming tests passed Testing completed after 190.4s PkgEval succeeded after 380.02s