Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.959 (b35c4f471f*) started at 2025-08-05T17:55:29.915 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.24s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 ⌅ [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.14 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.15.0+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.7.15 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [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 5.02s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 151.24s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_5iRj01/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_5iRj01/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 ⌅ [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.14 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.15.0+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.7.15 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [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: 3.126949 seconds (1.13 M allocations: 68.329 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:16.093436002731323 || Total time:16.093436002731323 Iteration: 1 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005553007125854492 || Total time:16.098989009857178 Iteration: 2 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005220890045166016 || Total time:16.104209899902344 Iteration: 3 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.00533604621887207 || Total time:16.109545946121216 Iteration: 4 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005080223083496094 || Total time:16.114626169204712 Iteration: 5 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.015811920166015625 || Total time:16.130438089370728 Iteration: 6 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005181074142456055 || Total time:16.135619163513184 Iteration: 7 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.0050830841064453125 || Total time:16.14070224761963 Iteration: 8 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.004789113998413086 || Total time:16.145491361618042 Iteration: 9 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.00441288948059082 || Total time:16.149904251098633 Iteration: 10 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.004793882369995117 || Total time:16.154698133468628 Iteration: 11 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005056858062744141 || Total time:16.159754991531372 Iteration: 12 || Clusters count: 1 || Log posterior: -233022.91298629093 || Iter Time:0.005196094512939453 || Total time:16.16495108604431 Iteration: 13 || Clusters count: 2 || Log posterior: -232722.5501893574 || Iter Time:3.853386163711548 || Total time:20.01833724975586 Iteration: 14 || Clusters count: 2 || Log posterior: -232734.53103343313 || Iter Time:0.006111860275268555 || Total time:20.024449110031128 Iteration: 15 || Clusters count: 2 || Log posterior: -232736.22266958913 || Iter Time:0.005711078643798828 || Total time:20.030160188674927 Iteration: 16 || Clusters count: 2 || Log posterior: -232739.89046035058 || Iter Time:0.005697011947631836 || Total time:20.03585720062256 Iteration: 17 || Clusters count: 2 || Log posterior: -232742.70357550884 || Iter Time:0.005548954010009766 || Total time:20.04140615463257 Iteration: 18 || Clusters count: 2 || Log posterior: -232717.60585503886 || Iter Time:0.005710124969482422 || Total time:20.04711627960205 Iteration: 19 || Clusters count: 2 || Log posterior: -232699.87959778143 || Iter Time:0.005605220794677734 || Total time:20.05272150039673 Iteration: 20 || Clusters count: 2 || Log posterior: -232636.95777369587 || Iter Time:3.0428340435028076 || Total time:23.095555543899536 Loading and distributing data: 0.000864 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232768.15398861316 || Iter Time:0.021843910217285156 || Total time:23.11739945411682 Iteration: 22 || Clusters count: 2 || Log posterior: -232763.784588057 || Iter Time:0.003843069076538086 || Total time:23.12124252319336 Iteration: 23 || Clusters count: 2 || Log posterior: -232730.53139246433 || Iter Time:0.0036890506744384766 || Total time:23.124931573867798 Iteration: 24 || Clusters count: 2 || Log posterior: -232719.3727576793 || Iter Time:0.0034990310668945312 || Total time:23.128430604934692 Iteration: 25 || Clusters count: 2 || Log posterior: -232684.4940228353 || Iter Time:0.0035932064056396484 || Total time:23.132023811340332 Iteration: 26 || Clusters count: 2 || Log posterior: -232691.00338975174 || Iter Time:0.0036280155181884766 || Total time:23.13565182685852 Iteration: 27 || Clusters count: 2 || Log posterior: -232717.80807725174 || Iter Time:0.004179954528808594 || Total time:23.13983178138733 Iteration: 28 || Clusters count: 3 || Log posterior: -232385.98560597128 || Iter Time:0.004654884338378906 || Total time:23.144486665725708 Iteration: 29 || Clusters count: 3 || Log posterior: -232307.97389407083 || Iter Time:0.003879070281982422 || Total time:23.14836573600769 Iteration: 30 || Clusters count: 3 || Log posterior: -232276.01276461725 || Iter Time:0.003838777542114258 || Total time:23.152204513549805 Iteration: 31 || Clusters count: 3 || Log posterior: -232268.77715537595 || Iter Time:0.0038220882415771484 || Total time:23.156026601791382 Iteration: 32 || Clusters count: 3 || Log posterior: -232244.55410568079 || Iter Time:0.003918886184692383 || Total time:23.159945487976074 Iteration: 33 || Clusters count: 3 || Log posterior: -232243.20674959206 || Iter Time:0.003834962844848633 || Total time:23.163780450820923 Iteration: 34 || Clusters count: 3 || Log posterior: -232211.6870938421 || Iter Time:0.0038878917694091797 || Total time:23.167668342590332 Iteration: 35 || Clusters count: 3 || Log posterior: -232201.53111679162 || Iter Time:0.0038008689880371094 || Total time:23.17146921157837 Iteration: 36 || Clusters count: 3 || Log posterior: -232184.78555641882 || Iter Time:0.003880023956298828 || Total time:23.175349235534668 Iteration: 37 || Clusters count: 4 || Log posterior: -231705.53014966642 || Iter Time:0.0050661563873291016 || Total time:23.180415391921997 Iteration: 38 || Clusters count: 4 || Log posterior: -231637.54752784534 || Iter Time:0.004021883010864258 || Total time:23.18443727493286 Iteration: 39 || Clusters count: 4 || Log posterior: -231593.2440246198 || Iter Time:0.004045009613037109 || Total time:23.1884822845459 Iteration: 40 || Clusters count: 4 || Log posterior: -231557.90074009533 || Iter Time:0.0041310787200927734 || Total time:23.19261336326599 Iteration: 41 || Clusters count: 4 || Log posterior: -231487.35804902492 || Iter Time:0.003940105438232422 || Total time:23.196553468704224 Loading and distributing data: 0.000640 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261493.58975682297 || Iter Time:0.004535198211669922 || Total time:23.201088666915894 Iteration: 43 || Clusters count: 5 || Log posterior: -261106.89559427742 || Iter Time:0.00477290153503418 || Total time:23.205861568450928 Iteration: 44 || Clusters count: 5 || Log posterior: -261080.21905927052 || Iter Time:0.0046539306640625 || Total time:23.21051549911499 Iteration: 45 || Clusters count: 5 || Log posterior: -261067.69015806468 || Iter Time:0.005213022232055664 || Total time:23.215728521347046 Iteration: 46 || Clusters count: 5 || Log posterior: -261024.2836298607 || Iter Time:0.005800008773803711 || Total time:23.22152853012085 Iteration: 47 || Clusters count: 5 || Log posterior: -261046.91755523955 || Iter Time:0.005337953567504883 || Total time:23.226866483688354 Iteration: 48 || Clusters count: 5 || Log posterior: -261019.91271445403 || Iter Time:0.005262851715087891 || Total time:23.232129335403442 Iteration: 49 || Clusters count: 5 || Log posterior: -261041.78533709637 || Iter Time:0.03510308265686035 || Total time:23.267232418060303 Iteration: 50 || Clusters count: 5 || Log posterior: -261028.73483118467 || Iter Time:0.004257917404174805 || Total time:23.271490335464478 Iteration: 51 || Clusters count: 5 || Log posterior: -261049.9720592312 || Iter Time:0.004211902618408203 || Total time:23.275702238082886 Iteration: 52 || Clusters count: 7 || Log posterior: -260500.78587842488 || Iter Time:0.005590915679931641 || Total time:23.281293153762817 Iteration: 53 || Clusters count: 7 || Log posterior: -260351.73190710437 || Iter Time:0.004569053649902344 || Total time:23.28586220741272 Iteration: 54 || Clusters count: 7 || Log posterior: -260327.06097783076 || Iter Time:0.004600048065185547 || Total time:23.290462255477905 Iteration: 55 || Clusters count: 7 || Log posterior: -260317.94010002408 || Iter Time:0.004557132720947266 || Total time:23.295019388198853 Iteration: 56 || Clusters count: 7 || Log posterior: -260284.21821892733 || Iter Time:0.004603147506713867 || Total time:23.299622535705566 Iteration: 57 || Clusters count: 8 || Log posterior: -259838.53545865734 || Iter Time:0.005480051040649414 || Total time:23.305102586746216 Iteration: 58 || Clusters count: 8 || Log posterior: -259810.9052826552 || Iter Time:0.5825719833374023 || Total time:23.887674570083618 Iteration: 59 || Clusters count: 8 || Log posterior: -259788.0371754737 || Iter Time:0.005431175231933594 || Total time:23.89310574531555 Iteration: 60 || Clusters count: 8 || Log posterior: -259814.2604012442 || Iter Time:0.005119800567626953 || Total time:23.89822554588318 Iteration: 61 || Clusters count: 8 || Log posterior: -259794.01458430124 || Iter Time:0.005350828170776367 || Total time:23.903576374053955 Iteration: 62 || Clusters count: 8 || Log posterior: -259735.47285438154 || Iter Time:0.004998207092285156 || Total time:23.90857458114624 Loading and distributing data: 0.000548 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -259696.88980592208 || Iter Time:0.005300998687744141 || Total time:23.913875579833984 Iteration: 64 || Clusters count: 8 || Log posterior: -259627.22933028644 || Iter Time:0.0051229000091552734 || Total time:23.91899847984314 Iteration: 65 || Clusters count: 8 || Log posterior: -259579.3581820947 || Iter Time:0.005188941955566406 || Total time:23.924187421798706 Iteration: 66 || Clusters count: 8 || Log posterior: -259573.87072584862 || Iter Time:0.005271196365356445 || Total time:23.929458618164062 Iteration: 67 || Clusters count: 10 || Log posterior: -258801.54901641046 || Iter Time:0.023756980895996094 || Total time:23.95321559906006 Iteration: 68 || Clusters count: 10 || Log posterior: -258750.92401788427 || Iter Time:0.006031036376953125 || Total time:23.95924663543701 Iteration: 69 || Clusters count: 10 || Log posterior: -258733.04008158078 || Iter Time:0.005810976028442383 || Total time:23.965057611465454 Iteration: 70 || Clusters count: 10 || Log posterior: -258749.11036336538 || Iter Time:0.005848884582519531 || Total time:23.970906496047974 Iteration: 71 || Clusters count: 10 || Log posterior: -258734.4191799073 || Iter Time:0.0059909820556640625 || Total time:23.976897478103638 Iteration: 72 || Clusters count: 12 || Log posterior: -257941.1788753325 || Iter Time:0.007175922393798828 || Total time:23.984073400497437 Iteration: 73 || Clusters count: 12 || Log posterior: -257912.18341704056 || Iter Time:0.016019821166992188 || Total time:24.00009322166443 Iteration: 74 || Clusters count: 12 || Log posterior: -257888.41352966687 || Iter Time:0.0064580440521240234 || Total time:24.006551265716553 Iteration: 75 || Clusters count: 13 || Log posterior: -257435.4382118653 || Iter Time:0.0076830387115478516 || Total time:24.0142343044281 Iteration: 76 || Clusters count: 13 || Log posterior: -257418.9944577086 || Iter Time:0.006916046142578125 || Total time:24.02115035057068 Iteration: 77 || Clusters count: 13 || Log posterior: -257411.00872270632 || Iter Time:0.0067141056060791016 || Total time:24.027864456176758 Iteration: 78 || Clusters count: 13 || Log posterior: -257412.59014715636 || Iter Time:0.006718873977661133 || Total time:24.03458333015442 Iteration: 79 || Clusters count: 13 || Log posterior: -257414.15507070158 || Iter Time:0.0068509578704833984 || Total time:24.041434288024902 Iteration: 80 || Clusters count: 13 || Log posterior: -257418.71403448482 || Iter Time:0.01779007911682129 || Total time:24.059224367141724 Iteration: 81 || Clusters count: 13 || Log posterior: -257413.56101580587 || Iter Time:0.007206916809082031 || Total time:24.066431283950806 Iteration: 82 || Clusters count: 13 || Log posterior: -257418.82565207078 || Iter Time:0.008352994918823242 || Total time:24.07478427886963 Iteration: 83 || Clusters count: 13 || Log posterior: -257398.67287049303 || Iter Time:0.008443832397460938 || Total time:24.08322811126709 Loading and distributing data: 0.000633 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -256569.3191660397 || Iter Time:0.008756875991821289 || Total time:24.09198498725891 Iteration: 85 || Clusters count: 15 || Log posterior: -256476.65398663224 || Iter Time:0.007580995559692383 || Total time:24.099565982818604 Iteration: 86 || Clusters count: 15 || Log posterior: -256471.40786914714 || Iter Time:0.00787496566772461 || Total time:24.107440948486328 Iteration: 87 || Clusters count: 16 || Log posterior: -256090.43887057877 || Iter Time:0.009311914443969727 || Total time:24.116752862930298 Iteration: 88 || Clusters count: 16 || Log posterior: -256056.3434155338 || Iter Time:0.012950897216796875 || Total time:24.129703760147095 Iteration: 89 || Clusters count: 16 || Log posterior: -256057.2042312568 || Iter Time:0.009473085403442383 || Total time:24.139176845550537 Iteration: 90 || Clusters count: 17 || Log posterior: -255864.87626256485 || Iter Time:0.011919021606445312 || Total time:24.151095867156982 Iteration: 91 || Clusters count: 17 || Log posterior: -255802.92541554588 || Iter Time:0.012666940689086914 || Total time:24.16376280784607 Iteration: 92 || Clusters count: 17 || Log posterior: -255798.7551000111 || Iter Time:0.012428998947143555 || Total time:24.176191806793213 Iteration: 93 || Clusters count: 17 || Log posterior: -255790.16119946004 || Iter Time:0.012319087982177734 || Total time:24.18851089477539 Iteration: 94 || Clusters count: 17 || Log posterior: -255795.2030695101 || Iter Time:0.014382123947143555 || Total time:24.202893018722534 Iteration: 95 || Clusters count: 17 || Log posterior: -255803.23835796397 || Iter Time:0.009423971176147461 || Total time:24.21231698989868 Iteration: 96 || Clusters count: 17 || Log posterior: -255794.23483994743 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Time:0.016957998275756836 || Total time:24.325528860092163 Iteration: 104 || Clusters count: 18 || Log posterior: -255353.5388781447 || Iter Time:0.020081043243408203 || Total time:24.34560990333557 Loading and distributing data: 0.000716 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -254587.763338582 || Iter Time:0.018527984619140625 || Total time:24.364137887954712 Iteration: 106 || Clusters count: 20 || Log posterior: -254465.99497020914 || Iter Time:0.01720905303955078 || Total time:24.381346940994263 Iteration: 107 || Clusters count: 20 || Log posterior: -254463.93054803554 || Iter Time:0.01574110984802246 || Total time:24.397088050842285 Iteration: 108 || Clusters count: 20 || Log posterior: -254458.48040876116 || Iter Time:0.017427921295166016 || Total time:24.41451597213745 Iteration: 109 || Clusters count: 20 || Log posterior: -254458.48040876116 || Iter Time:0.014517068862915039 || Total time:24.429033041000366 Iteration: 110 || 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count: 20 || Log posterior: -254458.87312392853 || Iter Time:0.021322965621948242 || Total time:24.578969717025757 Iteration: 118 || Clusters count: 20 || Log posterior: -254467.28606966807 || Iter Time:0.020405054092407227 || Total time:24.599374771118164 Iteration: 119 || Clusters count: 20 || Log posterior: -254457.31173511726 || Iter Time:0.02545619010925293 || Total time:24.624830961227417 Iteration: 120 || Clusters count: 20 || Log posterior: -254456.04559628383 || Iter Time:0.025079965591430664 || Total time:24.649910926818848 Iteration: 121 || Clusters count: 20 || Log posterior: -254451.33311157385 || Iter Time:0.022799015045166016 || Total time:24.672709941864014 Iteration: 122 || Clusters count: 20 || Log posterior: -254454.7167026223 || Iter Time:0.026173830032348633 || Total time:24.698883771896362 Iteration: 123 || Clusters count: 20 || Log posterior: -254453.95812005317 || Iter Time:0.024074077606201172 || Total time:24.722957849502563 Iteration: 124 || Clusters count: 20 || Log posterior: -254461.8616565367 || Iter Time:0.02683091163635254 || Total time:24.749788761138916 Iteration: 125 || Clusters count: 20 || Log posterior: -254455.6831705599 || Iter Time:0.022094011306762695 || Total time:24.77188277244568 Loading and distributing data: 0.000668 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254430.3780567258 || Iter Time:0.02807903289794922 || Total time:24.799961805343628 Iteration: 127 || Clusters count: 20 || Log posterior: -254413.11642950546 || Iter Time:0.023966073989868164 || Total time:24.823927879333496 Iteration: 128 || Clusters count: 20 || Log posterior: -254395.37151100088 || Iter Time:0.028620004653930664 || Total time:24.852547883987427 Iteration: 129 || Clusters count: 20 || Log posterior: -254391.62690340204 || Iter Time:0.03725910186767578 || Total time:24.889806985855103 Iteration: 130 || Clusters count: 20 || Log posterior: -254393.66638838986 || Iter Time:0.03388214111328125 || 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posterior: -254566.37912097035 || Iter Time:0.025682926177978516 || Total time:25.526286602020264 Iteration: 152 || Clusters count: 20 || Log posterior: -254564.7829369915 || Iter Time:0.03122115135192871 || Total time:25.557507753372192 Iteration: 153 || Clusters count: 20 || Log posterior: -254567.14788572636 || Iter Time:0.02672100067138672 || Total time:25.58422875404358 Iteration: 154 || Clusters count: 20 || Log posterior: -254567.14788572636 || Iter Time:0.026253938674926758 || Total time:25.610482692718506 Iteration: 155 || Clusters count: 20 || Log posterior: -254568.05852372837 || Iter Time:0.032444000244140625 || Total time:25.642926692962646 Iteration: 156 || Clusters count: 20 || Log posterior: -254570.49635126744 || Iter Time:0.027429819107055664 || Total time:25.670356512069702 Iteration: 157 || Clusters count: 20 || Log posterior: -254576.62618328963 || Iter Time:0.026576995849609375 || Total time:25.69693350791931 Iteration: 158 || Clusters count: 20 || Log posterior: -254571.3708537074 || Iter Time:0.03247213363647461 || Total time:25.729405641555786 Iteration: 159 || Clusters count: 20 || Log posterior: -254564.90577363686 || Iter Time:0.026511192321777344 || Total time:25.755916833877563 Iteration: 160 || Clusters count: 20 || Log posterior: -254567.13935434987 || Iter Time:0.027009963989257812 || Total time:25.78292679786682 Iteration: 161 || Clusters count: 20 || Log posterior: -254571.1895460256 || Iter Time:0.030676841735839844 || Total time:25.81360363960266 Iteration: 162 || Clusters count: 20 || Log posterior: -254575.99759740126 || Iter Time:0.02714705467224121 || Total time:25.840750694274902 Iteration: 163 || Clusters count: 20 || Log posterior: -254578.78065305672 || Iter Time:0.02673792839050293 || Total time:25.867488622665405 Iteration: 164 || Clusters count: 20 || Log posterior: -254568.99879755816 || Iter Time:0.027247905731201172 || Total time:25.894736528396606 Iteration: 165 || Clusters count: 20 || Log posterior: -254567.51447113624 || Iter Time:0.032427072525024414 || Total time:25.92716360092163 Iteration: 166 || Clusters count: 20 || Log posterior: -254573.1697368618 || Iter Time:0.027079105377197266 || Total time:25.954242706298828 Iteration: 167 || Clusters count: 20 || Log posterior: -254568.66580202084 || Iter Time:0.024649858474731445 || Total time:25.97889256477356 Loading and distributing data: 0.000793 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254336.5943407257 || Iter Time:0.030557870864868164 || Total time:26.009450435638428 Iteration: 169 || Clusters count: 20 || Log posterior: -254322.92178227036 || Iter Time:0.0241701602935791 || Total time:26.033620595932007 Iteration: 170 || Clusters count: 20 || Log posterior: -254317.81312364625 || Iter Time:0.023150920867919922 || Total time:26.056771516799927 Iteration: 171 || Clusters count: 20 || Log posterior: -254319.25496445055 || Iter Time:0.027669191360473633 || Total 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time:26.455660820007324 Iteration: 186 || Clusters count: 20 || Log posterior: -254322.80543080976 || Iter Time:0.027660846710205078 || Total time:26.48332166671753 Iteration: 187 || Clusters count: 20 || Log posterior: -254314.63078651202 || Iter Time:0.02707386016845703 || Total time:26.510395526885986 Iteration: 188 || Clusters count: 20 || Log posterior: -254311.34322541798 || Iter Time:0.028029918670654297 || Total time:26.53842544555664 Loading and distributing data: 0.000796 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254635.83412166924 || Iter Time:0.02550506591796875 || Total time:26.56393051147461 Iteration: 190 || Clusters count: 20 || Log posterior: -254625.78403868392 || Iter Time:0.02336406707763672 || Total time:26.587294578552246 Iteration: 191 || Clusters count: 20 || Log posterior: -254607.68569355126 || Iter Time:0.023818016052246094 || Total time:26.611112594604492 Iteration: 192 || Clusters count: 20 || Log posterior: -254601.35742809 || Iter Time:0.029955148696899414 || Total time:26.64106774330139 Iteration: 193 || Clusters count: 20 || Log posterior: -254609.05179740142 || Iter Time:0.024857044219970703 || Total time:26.665924787521362 Iteration: 194 || Clusters count: 20 || Log posterior: -254603.75575389544 || Iter Time:0.023088932037353516 || Total time:26.689013719558716 Iteration: 195 || Clusters count: 20 || Log posterior: -254606.67358232476 || Iter Time:0.03697705268859863 || Total time:26.725990772247314 Iteration: 196 || Clusters count: 20 || Log posterior: -254603.00473005924 || Iter Time:0.025777101516723633 || Total time:26.751767873764038 Iteration: 197 || Clusters count: 20 || Log posterior: -254618.19745284077 || Iter Time:0.024504899978637695 || Total time:26.776272773742676 Iteration: 198 || Clusters count: 20 || Log posterior: -254606.63324432354 || Iter Time:0.02387690544128418 || Total time:26.80014967918396 Iteration: 199 || Clusters count: 20 || Log posterior: -254605.4585213483 || Iter Time:0.02798318862915039 || Total time:26.82813286781311 Iteration: 200 || Clusters count: 20 || Log posterior: -254608.19568332785 || Iter Time:0.02276897430419922 || Total time:26.85090184211731 Iteration: 201 || Clusters count: 20 || Log posterior: -254610.98334121716 || Iter Time:0.022698163986206055 || Total time:26.873600006103516 Iteration: 202 || Clusters count: 20 || Log posterior: -254615.2383201242 || Iter Time:0.029021024703979492 || Total time:26.902621030807495 Iteration: 203 || Clusters count: 20 || Log posterior: -254603.99492357438 || Iter Time:0.02382493019104004 || Total time:26.926445960998535 Iteration: 204 || Clusters count: 20 || Log posterior: -254609.24398249225 || Iter Time:0.026767969131469727 || Total time:26.953213930130005 Iteration: 205 || Clusters count: 20 || Log posterior: -254615.84123398943 || Iter Time:0.026562929153442383 || Total time:26.979776859283447 Iteration: 206 || Clusters count: 20 || Log posterior: -254609.04683654997 || Iter Time:0.03072500228881836 || Total time:27.010501861572266 Iteration: 207 || Clusters count: 20 || Log posterior: -254603.45503700338 || Iter Time:0.025168895721435547 || Total time:27.0356707572937 Iteration: 208 || Clusters count: 20 || Log posterior: -254607.52160066197 || Iter Time:0.025126934051513672 || Total time:27.060797691345215 Iteration: 209 || Clusters count: 20 || Log posterior: -254603.45503700338 || Iter Time:0.028735876083374023 || Total time:27.08953356742859 NMI: 0.8144502988393245 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m22.6s [79238, 23952, 53575, 10419, 113463, 49652, 51936, 20903, 17660, 37960, 62134, 8145, 38854, 34039, 198848, 48458, 38062, 62448, 44496, 5758] Loading and distributing data: 0.000320 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:4.75807785987854 || Total time:4.75807785987854 Iteration: 1 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.002432107925415039 || Total time:4.760509967803955 Iteration: 2 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.0016858577728271484 || Total time:4.762195825576782 Iteration: 3 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.001592874526977539 || Total time:4.76378870010376 Iteration: 4 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.0015659332275390625 || Total time:4.765354633331299 Iteration: 5 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.0015668869018554688 || Total time:4.766921520233154 Iteration: 6 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.001567840576171875 || Total time:4.768489360809326 Iteration: 7 || Clusters count: 1 || Log posterior: -7093.682075017206 || Iter Time:0.0015420913696289062 || Total time:4.770031452178955 Iteration: 8 || Clusters count: 2 || Log posterior: -6880.504805921085 || Iter Time:0.14270305633544922 || Total time:4.912734508514404 Iteration: 9 || Clusters count: 2 || Log posterior: -6883.124299821926 || Iter Time:0.0020220279693603516 || Total time:4.914756536483765 Iteration: 10 || Clusters count: 2 || Log posterior: -6886.765099485367 || Iter Time:0.001817941665649414 || Total time:4.916574478149414 Iteration: 11 || Clusters count: 2 || Log posterior: -6868.332556138108 || Iter Time:0.0018649101257324219 || Total time:4.9184393882751465 Iteration: 12 || Clusters count: 2 || Log posterior: -6872.293514142578 || Iter Time:0.00179290771484375 || Total time:4.92023229598999 Iteration: 13 || Clusters count: 2 || Log posterior: -6886.377911114413 || Iter Time:0.001873016357421875 || Total time:4.922105312347412 Iteration: 14 || Clusters count: 2 || Log posterior: -6884.458934615835 || Iter Time:0.002012968063354492 || Total time:4.924118280410767 Iteration: 15 || Clusters count: 2 || Log posterior: -6896.44048644888 || 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Total time:5.022214412689209 Iteration: 23 || Clusters count: 2 || Log posterior: -6873.784099104686 || Iter Time:0.0023109912872314453 || Total time:5.02452540397644 Iteration: 24 || Clusters count: 2 || Log posterior: -6876.581786088734 || Iter Time:0.00232696533203125 || Total time:5.026852369308472 Iteration: 25 || Clusters count: 2 || Log posterior: -6867.384040623073 || Iter Time:0.0023238658905029297 || Total time:5.029176235198975 Iteration: 26 || Clusters count: 2 || Log posterior: -6884.071675654613 || Iter Time:0.002254009246826172 || Total time:5.031430244445801 Iteration: 27 || Clusters count: 2 || Log posterior: -6884.454825534934 || Iter Time:0.0023059844970703125 || Total time:5.033736228942871 Iteration: 28 || Clusters count: 2 || Log posterior: -6870.871059920965 || Iter Time:0.0023429393768310547 || Total time:5.036079168319702 Iteration: 29 || Clusters count: 2 || Log posterior: -6874.16970346021 || Iter Time:0.002123117446899414 || Total time:5.038202285766602 Iteration: 30 || Clusters count: 2 || Log posterior: -6863.667303801083 || Iter Time:1.1330571174621582 || Total time:6.17125940322876 true [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000260 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 2 || Log posterior: -6806.092489726056 || Iter Time:0.027081966400146484 || Total time:6.198341369628906 Iteration: 32 || Clusters count: 2 || Log posterior: -6800.659184533367 || Iter Time:0.0032150745391845703 || Total time:6.201556444168091 Loading and distributing data: 0.000124 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 3 || Log posterior: -6446.991102330226 || Iter Time:0.002665996551513672 || Total time:6.2042224407196045 Iteration: 34 || Clusters count: 3 || Log posterior: -6384.501583855079 || Iter Time:0.003450155258178711 || Total time:6.207672595977783 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 3 || Log posterior: -6239.138360921036 || Iter Time:0.00244903564453125 || Total time:6.2101216316223145 Iteration: 36 || Clusters count: 3 || Log posterior: -6229.7759584552 || Iter Time:0.0038628578186035156 || Total time:6.213984489440918 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 3 || Log posterior: -6224.277701409686 || Iter Time:0.0026099681854248047 || Total time:6.216594457626343 Iteration: 38 || Clusters count: 3 || Log posterior: -6213.817759778362 || Iter Time:0.0038352012634277344 || Total time:6.2204296588897705 Loading and distributing data: 0.000122 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 3 || Log posterior: -6222.788242145548 || Iter Time:0.0026140213012695312 || Total time:6.22304368019104 Iteration: 40 || Clusters count: 3 || Log posterior: -6215.41147649508 || Iter Time:0.0038809776306152344 || Total time:6.226924657821655 Loading and distributing data: 0.000136 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 4 || Log posterior: -6064.835279374581 || Iter Time:0.0034470558166503906 || Total time:6.230371713638306 Iteration: 42 || Clusters count: 4 || Log posterior: -5970.187081275163 || Iter Time:0.004610776901245117 || Total time:6.234982490539551 Loading and distributing data: 0.000117 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 4 || Log posterior: -5887.104332169511 || Iter Time:0.0032279491424560547 || Total time:6.238210439682007 Iteration: 44 || Clusters count: 4 || Log posterior: -5841.596045570244 || Iter Time:0.005162954330444336 || Total time:6.243373394012451 Loading and distributing data: 0.000150 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 4 || Log posterior: -5846.197641736775 || Iter Time:0.0030438899993896484 || Total time:6.246417284011841 Iteration: 46 || Clusters count: 4 || Log posterior: -5776.708095962617 || Iter Time:0.005148887634277344 || Total time:6.251566171646118 Loading and distributing data: 0.000139 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 4 || Log posterior: -5772.188247657272 || Iter Time:0.003381967544555664 || Total time:6.254948139190674 Iteration: 48 || Clusters count: 4 || Log posterior: -5722.706375220399 || Iter Time:0.005126953125 || Total time:6.260075092315674 Loading and distributing data: 0.000129 seconds (128 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|| Clusters count: 8 || Log posterior: -4778.222062046063 || Iter Time:0.006679058074951172 || Total time:7.188239097595215 Iteration: 106 || Clusters count: 8 || Log posterior: -4753.700109911567 || Iter Time:0.009649038314819336 || Total time:7.197888135910034 Loading and distributing data: 0.000152 seconds (128 allocations: 13.180 KiB) Iteration: 107 || Clusters count: 8 || Log posterior: -4784.268495009584 || Iter Time:0.007147073745727539 || Total time:7.205035209655762 Iteration: 108 || Clusters count: 8 || Log posterior: -4769.110725488212 || Iter Time:0.010179996490478516 || Total time:7.21521520614624 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 109 || Clusters count: 8 || Log posterior: -4764.18672475767 || Iter Time:0.007478952407836914 || Total time:7.222694158554077 Iteration: 110 || Clusters count: 8 || Log posterior: -4735.067895063321 || Iter Time:0.00987100601196289 || Total time:7.23256516456604 Loading and distributing 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Log posterior: -4404.814253579274 || Iter Time:0.01623392105102539 || Total time:10.736788034439087 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 391 || Clusters count: 13 || Log posterior: -4454.251816430325 || Iter Time:0.012196063995361328 || Total time:10.748984098434448 Iteration: 392 || Clusters count: 13 || Log posterior: -4424.374513499564 || Iter Time:0.01583409309387207 || Total time:10.76481819152832 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 393 || Clusters count: 13 || Log posterior: -4437.493439342498 || Iter Time:0.012262821197509766 || Total time:10.77708101272583 Iteration: 394 || Clusters count: 13 || Log posterior: -4429.494785154886 || Iter Time:0.0383760929107666 || Total time:10.815457105636597 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 395 || Clusters count: 13 || Log posterior: -4387.927818239712 || Iter Time:0.012290000915527344 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Iteration: 451 || Clusters count: 13 || Log posterior: -4455.604863884218 || Iter Time:0.013775825500488281 || Total time:11.665377616882324 Iteration: 452 || Clusters count: 13 || Log posterior: -4443.010677145201 || Iter Time:0.017678022384643555 || Total time:11.683055639266968 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 453 || Clusters count: 13 || Log posterior: -4454.763755863705 || Iter Time:0.012372970581054688 || Total time:11.695428609848022 Iteration: 454 || Clusters count: 13 || Log posterior: -4424.256359069941 || Iter Time:0.01750493049621582 || Total time:11.712933540344238 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 455 || Clusters count: 13 || Log posterior: -4415.608003798058 || Iter Time:0.0145111083984375 || Total time:11.727444648742676 Iteration: 456 || Clusters count: 13 || Log posterior: -4392.675398036059 || Iter Time:0.019014835357666016 || Total time:11.746459484100342 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Iteration: 573 || Clusters count: 13 || Log posterior: -4468.459468488919 || Iter Time:0.011837959289550781 || Total time:13.533335447311401 Iteration: 574 || Clusters count: 13 || Log posterior: -4431.07122006053 || Iter Time:0.01638507843017578 || Total time:13.549720525741577 Loading and distributing data: 0.000239 seconds (129 allocations: 13.195 KiB) Iteration: 575 || Clusters count: 13 || Log posterior: -4430.810953276962 || Iter Time:0.01230001449584961 || Total time:13.562020540237427 Iteration: 576 || Clusters count: 13 || Log posterior: -4412.570081659704 || Iter Time:0.017026901245117188 || Total time:13.579047441482544 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 577 || Clusters count: 13 || Log posterior: -4462.864232664506 || Iter Time:0.01335597038269043 || Total time:13.592403411865234 Iteration: 578 || Clusters count: 13 || Log posterior: -4442.792790250237 || Iter Time:0.017271995544433594 || Total time:13.609675407409668 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Iteration: 789 || Clusters count: 13 || Log posterior: -4400.256357994653 || Iter Time:0.007730007171630859 || Total time:16.430930614471436 Iteration: 790 || Clusters count: 13 || Log posterior: -4382.017906008038 || Iter Time:0.010180950164794922 || Total time:16.44111156463623 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 791 || Clusters count: 13 || Log posterior: -4434.173782408718 || Iter Time:0.0070650577545166016 || Total time:16.448176622390747 Iteration: 792 || Clusters count: 13 || Log posterior: -4419.016412831502 || Iter Time:0.00975799560546875 || Total time:16.457934617996216 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 793 || Clusters count: 13 || Log posterior: -4417.968554304953 || Iter Time:0.006942033767700195 || Total time:16.464876651763916 Iteration: 794 || Clusters count: 13 || Log posterior: -4396.813191723703 || Iter Time:0.009784936904907227 || Total time:16.474661588668823 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-4355.094154197997 || Iter Time:0.02697300910949707 || Total time:16.54406476020813 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 801 || Clusters count: 13 || Log posterior: -4402.792370766082 || Iter Time:0.00698089599609375 || Total time:16.551045656204224 Iteration: 802 || Clusters count: 13 || Log posterior: -4389.733828761892 || Iter Time:0.009629964828491211 || Total time:16.560675621032715 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 803 || Clusters count: 13 || Log posterior: -4424.94240680499 || Iter Time:0.007051944732666016 || Total time:16.56772756576538 Iteration: 804 || Clusters count: 13 || Log posterior: -4406.788440733334 || Iter Time:0.009833097457885742 || Total time:16.577560663223267 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 805 || Clusters count: 13 || Log posterior: -4384.774615574268 || Iter Time:0.0070149898529052734 || Total 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-4227.769569166776 || Iter Time:0.009350061416625977 || Total time:18.096412897109985 Iteration: 934 || Clusters count: 16 || Log posterior: -4162.823558482238 || Iter Time:0.01244807243347168 || Total time:18.108860969543457 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 935 || Clusters count: 16 || Log posterior: -4179.4690217755115 || Iter Time:0.009788036346435547 || Total time:18.118649005889893 Iteration: 936 || Clusters count: 16 || Log posterior: -4143.595408128263 || Iter Time:0.013109922409057617 || Total time:18.13175892829895 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 937 || Clusters count: 16 || Log posterior: -4176.731425208159 || Iter Time:0.01155400276184082 || Total time:18.14331293106079 Iteration: 938 || Clusters count: 16 || Log posterior: -4147.303525385581 || Iter Time:0.018464088439941406 || Total time:18.161777019500732 Loading and distributing data: 0.000114 seconds (129 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Iteration: 961 || Clusters count: 16 || Log posterior: -4217.518350065429 || Iter Time:0.012143850326538086 || Total time:18.547919034957886 Iteration: 962 || Clusters count: 16 || Log posterior: -4187.842591273271 || Iter Time:0.0172579288482666 || Total time:18.565176963806152 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 963 || Clusters count: 16 || Log posterior: -4227.85320286915 || Iter Time:0.010370969772338867 || Total time:18.57554793357849 Iteration: 964 || Clusters count: 16 || Log posterior: -4190.828499748006 || Iter Time:0.013651132583618164 || Total time:18.58919906616211 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 965 || Clusters count: 16 || Log posterior: -4207.353900338639 || Iter Time:0.01026606559753418 || Total time:18.599465131759644 Iteration: 966 || Clusters count: 16 || Log posterior: -4186.0192534932785 || Iter Time:0.016539812088012695 || Total time:18.616004943847656 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-4134.302449712562 || Iter Time:0.013042211532592773 || Total time:18.69333004951477 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 973 || Clusters count: 17 || Log posterior: -4143.498809138269 || Iter Time:0.009850025177001953 || Total time:18.703180074691772 Iteration: 974 || Clusters count: 17 || Log posterior: -4122.033717072934 || Iter Time:0.01506495475769043 || Total time:18.718245029449463 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 975 || Clusters count: 17 || Log posterior: -4213.589084166281 || Iter Time:0.013844013214111328 || Total time:18.732089042663574 Iteration: 976 || Clusters count: 17 || Log posterior: -4159.5353413908215 || Iter Time:0.03984999656677246 || Total time:18.771939039230347 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 977 || Clusters count: 16 || Log posterior: -4177.906614425711 || Iter Time:0.009061098098754883 || Total 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Iteration: 1000 || Clusters count: 17 || Log posterior: -4110.422578302561 || Iter Time:0.021691083908081055 || Total time:19.211947679519653 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1001 || Clusters count: 18 || Log posterior: -4092.4080968531434 || Iter Time:0.01789093017578125 || Total time:19.229838609695435 Iteration: 1002 || Clusters count: 18 || Log posterior: -4034.1540214440156 || Iter Time:0.024621963500976562 || Total time:19.25446057319641 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1003 || Clusters count: 18 || Log posterior: -4001.4420452737936 || Iter Time:0.036550045013427734 || Total time:19.29101061820984 Iteration: 1004 || Clusters count: 18 || Log posterior: -3962.5712138003655 || Iter Time:0.022124052047729492 || Total time:19.31313467025757 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1005 || Clusters count: 18 || Log posterior: 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|| Log posterior: -3867.22471618292 || Iter Time:0.0194399356842041 || Total time:20.090410947799683 Iteration: 1050 || Clusters count: 19 || Log posterior: -3833.228914075416 || Iter Time:0.042595863342285156 || Total time:20.133006811141968 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1051 || Clusters count: 19 || Log posterior: -3870.677195703824 || Iter Time:0.014854907989501953 || Total time:20.14786171913147 Iteration: 1052 || Clusters count: 19 || Log posterior: -3851.625055286892 || Iter Time:0.018229007720947266 || Total time:20.166090726852417 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1053 || Clusters count: 19 || Log posterior: -3926.795615920727 || Iter Time:0.014220952987670898 || Total time:20.180311679840088 Iteration: 1054 || Clusters count: 19 || Log posterior: -3895.100478776912 || Iter Time:0.01683211326599121 || Total time:20.19714379310608 Loading and distributing data: 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-3876.8506387062516 || Iter Time:0.013007879257202148 || Total time:21.02338719367981 Iteration: 1094 || Clusters count: 19 || Log posterior: -3856.948413326789 || Iter Time:0.017138004302978516 || Total time:21.040525197982788 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1095 || Clusters count: 19 || Log posterior: -3899.615333776959 || Iter Time:0.015013933181762695 || Total time:21.05553913116455 Iteration: 1096 || Clusters count: 19 || Log posterior: -3886.0778312574307 || Iter Time:0.016994953155517578 || Total time:21.07253408432007 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 1097 || Clusters count: 19 || Log posterior: -3933.061728703852 || Iter Time:0.013607978820800781 || Total time:21.08614206314087 Iteration: 1098 || Clusters count: 19 || Log posterior: -3885.275639505317 || Iter Time:0.02523493766784668 || Total time:21.111377000808716 Loading and distributing data: 0.000122 seconds 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Iteration: 1231 || Clusters count: 19 || Log posterior: -3863.387037901769 || Iter Time:0.021056175231933594 || Total time:24.231319427490234 Iteration: 1232 || Clusters count: 19 || Log posterior: -3844.549150237961 || Iter Time:0.027209997177124023 || Total time:24.25852942466736 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1233 || Clusters count: 19 || Log posterior: -3934.570261814467 || Iter Time:0.02118396759033203 || Total time:24.27971339225769 Iteration: 1234 || Clusters count: 19 || Log posterior: -3899.044347840054 || Iter Time:0.027399778366088867 || Total time:24.30711317062378 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1235 || Clusters count: 19 || Log posterior: -3923.6370207863984 || Iter Time:0.042556047439575195 || Total time:24.349669218063354 Iteration: 1236 || Clusters count: 19 || Log posterior: -3894.65104308001 || Iter Time:0.02675008773803711 || Total 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19 || Log posterior: -3928.0825355438624 || Iter Time:0.027369976043701172 || Total time:24.524086952209473 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1243 || Clusters count: 19 || Log posterior: -3891.4515988630683 || Iter Time:0.021537065505981445 || Total time:24.545624017715454 Iteration: 1244 || Clusters count: 19 || Log posterior: -3884.3384000943424 || Iter Time:0.028274059295654297 || Total time:24.57389807701111 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 19 || Log posterior: -3877.0995884691342 || Iter Time:0.02392101287841797 || Total time:24.597819089889526 Iteration: 1246 || Clusters count: 19 || Log posterior: -3854.22964899747 || Iter Time:0.027316808700561523 || Total time:24.625135898590088 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 19 || Log posterior: -3887.9427021717906 || Iter 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KiB) Iteration: 1253 || Clusters count: 19 || Log posterior: -3871.2468414758496 || Iter Time:0.023082971572875977 || Total time:24.797784566879272 Iteration: 1254 || Clusters count: 19 || Log posterior: -3855.691799979605 || Iter Time:0.02984905242919922 || Total time:24.82763361930847 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1255 || Clusters count: 19 || Log posterior: -3913.2290658946536 || Iter Time:0.023086071014404297 || Total time:24.850719690322876 Iteration: 1256 || Clusters count: 19 || Log posterior: -3889.842707187017 || Iter Time:0.047502994537353516 || Total time:24.89822268486023 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1257 || Clusters count: 19 || Log posterior: -3863.5437754151912 || Iter Time:0.020800113677978516 || Total time:24.919022798538208 Iteration: 1258 || Clusters count: 19 || Log posterior: -3855.662749859464 || Iter Time:0.026791810989379883 || Total 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19 || Log posterior: -3911.469824452486 || Iter Time:0.02671504020690918 || Total time:25.089549779891968 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1265 || Clusters count: 19 || Log posterior: -3927.108933109601 || Iter Time:0.020524978637695312 || Total time:25.110074758529663 Iteration: 1266 || Clusters count: 19 || Log posterior: -3905.604541231589 || Iter Time:0.027003049850463867 || Total time:25.137077808380127 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1267 || Clusters count: 19 || Log posterior: -3902.4606172793083 || Iter Time:0.0205841064453125 || Total time:25.15766191482544 Iteration: 1268 || Clusters count: 19 || Log posterior: -3858.825810822642 || Iter Time:0.025848865509033203 || Total time:25.183510780334473 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1269 || Clusters count: 19 || Log posterior: -3878.8699428947602 || Iter 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Iteration: 1275 || Clusters count: 19 || Log posterior: -3879.0022577923655 || Iter Time:0.020979881286621094 || Total time:25.34727144241333 Iteration: 1276 || Clusters count: 19 || Log posterior: -3849.4152893530672 || Iter Time:0.027041912078857422 || Total time:25.374313354492188 Loading and distributing data: 0.000179 seconds (129 allocations: 13.195 KiB) Iteration: 1277 || Clusters count: 19 || Log posterior: -3919.950618728723 || Iter Time:0.04382586479187012 || Total time:25.418139219284058 Iteration: 1278 || Clusters count: 19 || Log posterior: -3899.6708834837677 || Iter Time:0.02652597427368164 || Total time:25.44466519355774 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 19 || Log posterior: -3953.4911047275114 || Iter Time:0.0215451717376709 || Total time:25.46621036529541 Iteration: 1280 || Clusters count: 19 || Log posterior: -3920.72283842537 || Iter Time:0.030159950256347656 || Total 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Iteration: 1297 || Clusters count: 19 || Log posterior: -3967.312871372091 || Iter Time:0.02142786979675293 || Total time:25.904250144958496 Iteration: 1298 || Clusters count: 19 || Log posterior: -3906.2105073594407 || Iter Time:0.04742002487182617 || Total time:25.951670169830322 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 19 || Log posterior: -3862.2979308343506 || Iter Time:0.019680023193359375 || Total time:25.97135019302368 Iteration: 1300 || Clusters count: 19 || Log posterior: -3848.8656358911117 || Iter Time:0.02521204948425293 || Total time:25.996562242507935 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 19 || Log posterior: -3894.686260328237 || Iter Time:0.02120685577392578 || Total time:26.01776909828186 Iteration: 1302 || Clusters count: 19 || Log posterior: -3857.526252258756 || Iter Time:0.02844715118408203 || Total 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Iteration: 1319 || Clusters count: 20 || Log posterior: -3880.7481930493727 || Iter Time:0.02096390724182129 || Total time:26.457452535629272 Iteration: 1320 || Clusters count: 20 || Log posterior: -3856.553033113757 || Iter Time:0.04890608787536621 || Total time:26.50635862350464 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1321 || Clusters count: 20 || Log posterior: -3894.5088454475913 || Iter Time:0.020882844924926758 || Total time:26.527241468429565 Iteration: 1322 || Clusters count: 20 || Log posterior: -3854.9018527260455 || Iter Time:0.027029037475585938 || Total time:26.55427050590515 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1323 || Clusters count: 20 || Log posterior: -3925.7692069173854 || Iter Time:0.023656129837036133 || Total time:26.577926635742188 Iteration: 1324 || Clusters count: 20 || Log posterior: -3891.4388934478234 || Iter Time:0.031658172607421875 || Total 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Iteration: 1341 || Clusters count: 19 || Log posterior: -3954.6993647450395 || Iter Time:0.04445481300354004 || Total time:27.0706946849823 Iteration: 1342 || Clusters count: 19 || Log posterior: -3928.4602738950675 || Iter Time:0.028071880340576172 || Total time:27.098766565322876 Loading and distributing data: 0.000164 seconds (129 allocations: 13.195 KiB) Iteration: 1343 || Clusters count: 19 || Log posterior: -3934.276045551118 || Iter Time:0.02120685577392578 || Total time:27.1199734210968 Iteration: 1344 || Clusters count: 19 || Log posterior: -3907.332342218479 || Iter Time:0.026401042938232422 || Total time:27.146374464035034 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1345 || Clusters count: 19 || Log posterior: -3901.793080165537 || Iter Time:0.01995086669921875 || Total time:27.166325330734253 Iteration: 1346 || Clusters count: 19 || Log posterior: -3883.358622139226 || Iter Time:0.028413057327270508 || Total 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Iteration: 1451 || Clusters count: 19 || Log posterior: -3947.4761572425887 || Iter Time:0.022888898849487305 || Total time:29.969362020492554 Iteration: 1452 || Clusters count: 19 || Log posterior: -3914.7644462090657 || Iter Time:0.028213977813720703 || Total time:29.997575998306274 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1453 || Clusters count: 19 || Log posterior: -3901.7350999790337 || Iter Time:0.022364139556884766 || Total time:30.01994013786316 Iteration: 1454 || Clusters count: 19 || Log posterior: -3878.159855174818 || Iter Time:0.02761101722717285 || Total time:30.047551155090332 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1455 || Clusters count: 19 || Log posterior: -3883.6350981303017 || Iter Time:0.022341012954711914 || Total time:30.069892168045044 Iteration: 1456 || Clusters count: 19 || Log posterior: -3867.5155918818905 || Iter Time:0.026855945587158203 || Total 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Iteration: 1473 || Clusters count: 19 || Log posterior: -3911.2310696405934 || Iter Time:0.042860984802246094 || Total time:30.51218891143799 Iteration: 1474 || Clusters count: 19 || Log posterior: -3888.040595885786 || Iter Time:0.027046918869018555 || Total time:30.539235830307007 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1475 || Clusters count: 19 || Log posterior: -3948.248564090157 || Iter Time:0.018793106079101562 || Total time:30.55802893638611 Iteration: 1476 || Clusters count: 19 || Log posterior: -3913.974840905527 || Iter Time:0.025812864303588867 || Total time:30.583841800689697 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1477 || Clusters count: 19 || Log posterior: -3878.680578952861 || Iter Time:0.021375179290771484 || Total time:30.60521697998047 Iteration: 1478 || Clusters count: 19 || Log posterior: -3867.2738780102663 || Iter Time:0.026602983474731445 || Total 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|| Log posterior: -3850.4219976840104 || Iter Time:0.02874588966369629 || Total time:30.78354573249817 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1485 || Clusters count: 19 || Log posterior: -3894.204861043653 || Iter Time:0.022392988204956055 || Total time:30.805938720703125 Iteration: 1486 || Clusters count: 19 || Log posterior: -3880.570259485463 || Iter Time:0.028194189071655273 || Total time:30.83413290977478 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1487 || Clusters count: 19 || Log posterior: -3937.6452032353586 || Iter Time:0.022361040115356445 || Total time:30.856493949890137 Iteration: 1488 || Clusters count: 19 || Log posterior: -3899.475458633169 || Iter Time:0.027627944946289062 || Total time:30.884121894836426 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1489 || Clusters count: 19 || Log posterior: -3893.2872737158364 || Iter 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Iteration: 1495 || Clusters count: 19 || Log posterior: -3953.333773381524 || Iter Time:0.02070307731628418 || Total time:31.051687002182007 Iteration: 1496 || Clusters count: 19 || Log posterior: -3939.6721179044775 || Iter Time:0.04884982109069824 || Total time:31.100536823272705 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1497 || Clusters count: 19 || Log posterior: -3955.976919137933 || Iter Time:0.021406888961791992 || Total time:31.121943712234497 Iteration: 1498 || Clusters count: 19 || Log posterior: -3942.4333316169573 || Iter Time:0.026829004287719727 || Total time:31.148772716522217 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1499 || Clusters count: 19 || Log posterior: -3901.33432348773 || Iter Time:0.020823955535888672 || Total time:31.169596672058105 Iteration: 1500 || Clusters count: 19 || Log posterior: -3878.6911676443674 || Iter Time:0.02638411521911621 || Total 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19 || Log posterior: -3879.391718305171 || Iter Time:0.027124881744384766 || Total time:31.344839334487915 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1507 || Clusters count: 19 || Log posterior: -3888.042171349696 || Iter Time:0.022691011428833008 || Total time:31.367530345916748 Iteration: 1508 || Clusters count: 19 || Log posterior: -3879.1181426499497 || Iter Time:0.027268171310424805 || Total time:31.394798517227173 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1509 || Clusters count: 19 || Log posterior: -3891.5368328701925 || Iter Time:0.021491050720214844 || Total time:31.416289567947388 Iteration: 1510 || Clusters count: 19 || Log posterior: -3870.3624098512846 || Iter Time:0.0272519588470459 || Total time:31.443541526794434 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1511 || Clusters count: 19 || Log posterior: -3880.7217165362586 || Iter 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Iteration: 1517 || Clusters count: 19 || Log posterior: -3889.8886408545522 || Iter Time:0.015217065811157227 || Total time:31.608059883117676 Iteration: 1518 || Clusters count: 19 || Log posterior: -3874.667214388757 || Iter Time:0.01860189437866211 || Total time:31.626661777496338 Loading and distributing data: 0.000251 seconds (129 allocations: 13.195 KiB) Iteration: 1519 || Clusters count: 19 || Log posterior: -3868.7390908772163 || Iter Time:0.015130996704101562 || Total time:31.64179277420044 Iteration: 1520 || Clusters count: 19 || Log posterior: -3832.6951198505717 || Iter Time:0.01826000213623047 || Total time:31.66005277633667 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1521 || Clusters count: 19 || Log posterior: -3849.7977917179383 || Iter Time:0.022359132766723633 || Total time:31.682411909103394 Iteration: 1522 || Clusters count: 19 || Log posterior: -3826.985189571504 || Iter Time:0.026957035064697266 || Total 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19 || Log posterior: -3889.167821830703 || Iter Time:0.024692058563232422 || Total time:31.853001832962036 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 19 || Log posterior: -3867.7553289988055 || Iter Time:0.019192934036254883 || Total time:31.87219476699829 Iteration: 1530 || Clusters count: 19 || Log posterior: -3850.970253183374 || Iter Time:0.02559685707092285 || Total time:31.897791624069214 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 19 || Log posterior: -3912.6311536423427 || Iter Time:0.019381999969482422 || Total time:31.917173624038696 Iteration: 1532 || Clusters count: 19 || Log posterior: -3878.509342439607 || Iter Time:0.02497410774230957 || Total time:31.942147731781006 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 19 || Log posterior: -3964.7887604270463 || Iter 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Iteration: 1539 || Clusters count: 19 || Log posterior: -3908.556997916074 || Iter Time:0.021216869354248047 || Total time:32.106956481933594 Iteration: 1540 || Clusters count: 19 || Log posterior: -3887.1203769646863 || Iter Time:0.025332927703857422 || Total time:32.13228940963745 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1541 || Clusters count: 19 || Log posterior: -3862.3167958792483 || Iter Time:0.0195620059967041 || Total time:32.151851415634155 Iteration: 1542 || Clusters count: 19 || Log posterior: -3840.2464781772437 || Iter Time:0.04890918731689453 || Total time:32.20076060295105 Loading and distributing data: 0.000146 seconds (139 allocations: 13.508 KiB) Iteration: 1543 || Clusters count: 19 || Log posterior: -3912.3051713054215 || Iter Time:0.020666837692260742 || Total time:32.22142744064331 Iteration: 1544 || Clusters count: 19 || Log posterior: -3896.8819603556262 || Iter Time:0.03511309623718262 || Total 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|| Log posterior: -3820.3975608816686 || Iter Time:0.026818037033081055 || Total time:32.39838981628418 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 19 || Log posterior: -3826.9505093029366 || Iter Time:0.019856929779052734 || Total time:32.41824674606323 Iteration: 1552 || Clusters count: 19 || Log posterior: -3806.7138263189013 || Iter Time:0.026844024658203125 || Total time:32.445090770721436 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 19 || Log posterior: -3832.337782993352 || Iter Time:0.02079916000366211 || Total time:32.4658899307251 Iteration: 1554 || Clusters count: 19 || Log posterior: -3820.54375988113 || Iter Time:0.026816129684448242 || Total time:32.492706060409546 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 19 || Log posterior: -3871.8721355751545 || Iter 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Iteration: 1561 || Clusters count: 19 || Log posterior: -3886.601350592298 || Iter Time:0.019979000091552734 || Total time:32.659173011779785 Iteration: 1562 || Clusters count: 19 || Log posterior: -3852.3859187771372 || Iter Time:0.016967058181762695 || Total time:32.67614006996155 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1563 || Clusters count: 19 || Log posterior: -3934.046351852785 || Iter Time:0.013039112091064453 || Total time:32.68917918205261 Iteration: 1564 || Clusters count: 19 || Log posterior: -3917.381992417115 || Iter Time:0.017017126083374023 || Total time:32.706196308135986 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1565 || Clusters count: 19 || Log posterior: -3933.686406445292 || Iter Time:0.04278683662414551 || Total time:32.74898314476013 Iteration: 1566 || Clusters count: 19 || Log posterior: -3900.0768574598414 || Iter Time:0.027508020401000977 || Total 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Iteration: 1583 || Clusters count: 19 || Log posterior: -3898.1215105890255 || Iter Time:0.020487070083618164 || Total time:33.200923919677734 Iteration: 1584 || Clusters count: 19 || Log posterior: -3868.5952755498606 || Iter Time:0.026196956634521484 || Total time:33.227120876312256 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1585 || Clusters count: 19 || Log posterior: -3910.5860369508055 || Iter Time:0.06196784973144531 || Total time:33.2890887260437 Iteration: 1586 || Clusters count: 19 || Log posterior: -3882.375723156503 || Iter Time:0.028136014938354492 || Total time:33.317224740982056 Loading and distributing data: 0.000162 seconds (129 allocations: 13.195 KiB) Iteration: 1587 || Clusters count: 19 || Log posterior: -3916.2086324191473 || Iter Time:0.022627830505371094 || Total time:33.33985257148743 Iteration: 1588 || Clusters count: 19 || Log posterior: -3890.6654455463304 || Iter Time:0.027462005615234375 || Total 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Iteration: 1605 || Clusters count: 19 || Log posterior: -3937.490930733667 || Iter Time:0.021560192108154297 || Total time:33.812275409698486 Iteration: 1606 || Clusters count: 19 || Log posterior: -3913.0235965344414 || Iter Time:0.02641010284423828 || Total time:33.838685512542725 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1607 || Clusters count: 19 || Log posterior: -3943.4561795967907 || Iter Time:0.02289581298828125 || Total time:33.861581325531006 Iteration: 1608 || Clusters count: 19 || Log posterior: -3906.4444535942453 || Iter Time:0.03662300109863281 || Total time:33.89820432662964 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1609 || Clusters count: 19 || Log posterior: -3951.215986070727 || Iter Time:0.023845911026000977 || Total time:33.92205023765564 Iteration: 1610 || Clusters count: 19 || Log posterior: -3931.0278466383525 || Iter Time:0.027750015258789062 || Total 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Iteration: 1627 || Clusters count: 19 || Log posterior: -3889.010916572098 || Iter Time:0.021770954132080078 || Total time:34.41564917564392 Iteration: 1628 || Clusters count: 19 || Log posterior: -3862.3699228021746 || Iter Time:0.02893519401550293 || Total time:34.444584369659424 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1629 || Clusters count: 19 || Log posterior: -3923.940017527062 || Iter Time:0.023262977600097656 || Total time:34.46784734725952 Iteration: 1630 || Clusters count: 19 || Log posterior: -3900.556411291135 || Iter Time:0.028021812438964844 || Total time:34.495869159698486 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1631 || Clusters count: 19 || Log posterior: -3963.5543043591824 || Iter Time:0.02182602882385254 || Total time:34.51769518852234 Iteration: 1632 || Clusters count: 19 || Log posterior: -3920.6127452756195 || Iter Time:0.02743816375732422 || Total 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-3876.1636892873335 || Iter Time:0.0289459228515625 || Total time:35.83169770240784 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1683 || Clusters count: 19 || Log posterior: -3942.8243329285774 || Iter Time:0.022142887115478516 || Total time:35.853840589523315 Iteration: 1684 || Clusters count: 19 || Log posterior: -3898.7437226271386 || Iter Time:0.05040907859802246 || Total time:35.90424966812134 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1685 || Clusters count: 19 || Log posterior: -3940.7930213918416 || Iter Time:0.02189493179321289 || Total time:35.92614459991455 Iteration: 1686 || Clusters count: 19 || Log posterior: -3902.5107872156304 || Iter Time:0.02712416648864746 || Total time:35.9532687664032 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1687 || Clusters count: 19 || Log posterior: -3938.458178747799 || Iter Time:0.023005962371826172 || Total 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Iteration: 1743 || Clusters count: 19 || Log posterior: -3958.5530096979696 || Iter Time:0.0219879150390625 || Total time:37.3939414024353 Iteration: 1744 || Clusters count: 19 || Log posterior: -3932.188400707121 || Iter Time:0.02702188491821289 || Total time:37.420963287353516 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1745 || Clusters count: 19 || Log posterior: -3953.9036679382834 || Iter Time:0.022828102111816406 || Total time:37.44379138946533 Iteration: 1746 || Clusters count: 19 || Log posterior: -3921.4769480377367 || Iter Time:0.026732921600341797 || Total time:37.470524311065674 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1747 || Clusters count: 19 || Log posterior: -3896.8063367797145 || Iter Time:0.022979021072387695 || Total time:37.49350333213806 Iteration: 1748 || Clusters count: 19 || Log posterior: -3865.4767171329727 || Iter Time:0.02595806121826172 || Total 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19 || Log posterior: -3911.3963996341463 || Iter Time:0.026798009872436523 || Total time:37.66322064399719 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 1755 || Clusters count: 19 || Log posterior: -3920.4062503251225 || Iter Time:0.04440808296203613 || Total time:37.70762872695923 Iteration: 1756 || Clusters count: 19 || Log posterior: -3900.494761077172 || Iter Time:0.0275270938873291 || Total time:37.73515582084656 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1757 || Clusters count: 19 || Log posterior: -3947.6747390547703 || Iter Time:0.022902965545654297 || Total time:37.75805878639221 Iteration: 1758 || Clusters count: 19 || Log posterior: -3919.7208673944638 || Iter Time:0.028044939041137695 || Total time:37.78610372543335 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1759 || Clusters count: 19 || Log posterior: -3925.9222625637112 || Iter 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Iteration: 1765 || Clusters count: 19 || Log posterior: -3946.9732221186773 || Iter Time:0.024024009704589844 || Total time:37.9633629322052 Iteration: 1766 || Clusters count: 19 || Log posterior: -3922.0969372153336 || Iter Time:0.029742956161499023 || Total time:37.9931058883667 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1767 || Clusters count: 19 || Log posterior: -3967.962970565002 || Iter Time:0.022583961486816406 || Total time:38.015689849853516 Iteration: 1768 || Clusters count: 19 || Log posterior: -3933.295858263088 || Iter Time:0.02841806411743164 || Total time:38.04410791397095 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1769 || Clusters count: 19 || Log posterior: -3941.379088572732 || Iter Time:0.023406982421875 || Total time:38.06751489639282 Iteration: 1770 || Clusters count: 19 || Log posterior: -3919.450178331063 || Iter Time:0.027983903884887695 || Total time:38.09549880027771 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-3868.643816159335 || Iter Time:0.026838064193725586 || Total time:38.245269775390625 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1777 || Clusters count: 19 || Log posterior: -3926.7877119972836 || Iter Time:0.02282404899597168 || Total time:38.2680938243866 Iteration: 1778 || Clusters count: 19 || Log posterior: -3900.0796922314635 || Iter Time:0.027117013931274414 || Total time:38.29521083831787 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1779 || Clusters count: 19 || Log posterior: -3963.5577355959417 || Iter Time:0.01919698715209961 || Total time:38.31440782546997 Iteration: 1780 || Clusters count: 19 || Log posterior: -3945.194959897771 || Iter Time:0.024604082107543945 || Total time:38.339011907577515 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1781 || Clusters count: 19 || Log posterior: -3967.102623372877 || Iter Time:0.020210981369018555 || 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Iteration: 1826 || Clusters count: 19 || Log posterior: -3840.9833175344716 || Iter Time:0.02598094940185547 || Total time:39.50675868988037 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 19 || Log posterior: -3868.2666965434937 || Iter Time:0.051772117614746094 || Total time:39.55853080749512 Iteration: 1828 || Clusters count: 19 || Log posterior: -3859.001848648312 || Iter Time:0.027051925659179688 || Total time:39.5855827331543 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 19 || Log posterior: -3879.725487014424 || Iter Time:0.022042036056518555 || Total time:39.607624769210815 Iteration: 1830 || Clusters count: 19 || Log posterior: -3871.3460189739985 || Iter Time:0.02866506576538086 || Total time:39.636289834976196 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 19 || Log posterior: -3921.6438672023573 || Iter Time:0.02245497703552246 || Total time:39.65874481201172 Iteration: 1832 || Clusters count: 19 || Log posterior: -3888.4743358431633 || Iter Time:0.027923107147216797 || Total time:39.686667919158936 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 19 || Log posterior: -3915.8122567448495 || Iter Time:0.022099971771240234 || Total time:39.708767890930176 Iteration: 1834 || Clusters count: 19 || Log posterior: -3881.0210032404916 || Iter Time:0.02763509750366211 || Total time:39.73640298843384 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 19 || Log posterior: -3895.313828226463 || Iter Time:0.02219104766845703 || Total time:39.758594036102295 Iteration: 1836 || Clusters count: 19 || Log posterior: -3852.778963191625 || Iter Time:0.027498960494995117 || Total time:39.78609299659729 Loading and distributing data: 0.000230 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 19 || Log posterior: -3870.734966386475 || Iter Time:0.020803213119506836 || Total time:39.8068962097168 Iteration: 1838 || Clusters count: 19 || Log posterior: -3852.4813667496137 || Iter Time:0.02664494514465332 || Total time:39.83354115486145 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 19 || Log posterior: -3900.1060650768986 || Iter Time:0.021234989166259766 || Total time:39.85477614402771 Iteration: 1840 || Clusters count: 19 || Log posterior: -3867.0729772637374 || Iter Time:0.027619123458862305 || Total time:39.88239526748657 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters count: 19 || Log posterior: -3891.0416248324095 || Iter Time:0.021213054656982422 || Total time:39.903608322143555 Iteration: 1842 || Clusters count: 19 || Log posterior: -3860.381609739144 || Iter Time:0.02716803550720215 || Total time:39.93077635765076 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 19 || Log posterior: -3871.8727102669295 || Iter Time:0.021856069564819336 || Total time:39.952632427215576 Iteration: 1844 || Clusters count: 19 || Log posterior: -3854.8319229401795 || Iter Time:0.028671979904174805 || Total time:39.98130440711975 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 19 || Log posterior: -3914.7624567296994 || Iter Time:0.02107715606689453 || Total time:40.002381563186646 Iteration: 1846 || Clusters count: 19 || Log posterior: -3882.8608525362015 || Iter Time:0.026688814163208008 || Total time:40.02907037734985 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 19 || Log posterior: -3958.957128653857 || Iter Time:0.021702051162719727 || Total time:40.05077242851257 Iteration: 1848 || Clusters count: 19 || Log posterior: -3923.273236701729 || Iter Time:0.0274960994720459 || Total time:40.07826852798462 Loading and distributing data: 0.000154 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 19 || Log posterior: -3926.5611329043504 || Iter Time:0.023060083389282227 || Total time:40.1013286113739 Iteration: 1850 || Clusters count: 19 || Log posterior: -3901.911216751657 || Iter Time:0.029270172119140625 || Total time:40.13059878349304 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 19 || Log posterior: -3896.3722010576216 || Iter Time:0.02065300941467285 || Total time:40.151251792907715 Iteration: 1852 || Clusters count: 19 || Log posterior: -3868.943555763979 || Iter Time:0.04977989196777344 || Total time:40.20103168487549 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 19 || Log posterior: -3921.759368088417 || Iter Time:0.01879715919494629 || Total time:40.219828844070435 Iteration: 1854 || Clusters count: 19 || Log posterior: -3896.7827447581335 || Iter Time:0.024570941925048828 || Total time:40.24439978599548 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 19 || Log posterior: -3889.105299596465 || Iter Time:0.018458127975463867 || Total time:40.26285791397095 Iteration: 1856 || Clusters count: 19 || Log posterior: -3873.4186362827227 || Iter Time:0.023838043212890625 || Total time:40.28669595718384 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 19 || Log posterior: -3864.0763533854147 || Iter Time:0.017711877822875977 || Total time:40.304407835006714 Iteration: 1858 || Clusters count: 19 || Log posterior: -3835.769898982061 || Iter Time:0.0236358642578125 || Total time:40.328043699264526 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 19 || Log posterior: -3882.586938653011 || Iter Time:0.018564939498901367 || Total time:40.34660863876343 Iteration: 1860 || Clusters count: 19 || Log posterior: -3869.946621228837 || Iter Time:0.024105072021484375 || Total time:40.37071371078491 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 19 || Log posterior: -3907.1627694425824 || Iter Time:0.01947808265686035 || Total time:40.39019179344177 Iteration: 1862 || Clusters count: 19 || Log posterior: -3872.3870742868526 || Iter Time:0.0252530574798584 || Total time:40.41544485092163 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 19 || Log posterior: -3907.510523541217 || Iter Time:0.01982402801513672 || Total time:40.43526887893677 Iteration: 1864 || Clusters count: 19 || Log posterior: -3856.255962462969 || Iter Time:0.026025056838989258 || Total time:40.46129393577576 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 19 || Log posterior: -3888.8995956078948 || Iter Time:0.019917964935302734 || Total time:40.48121190071106 Iteration: 1866 || Clusters count: 19 || Log posterior: -3840.2906325439394 || Iter Time:0.025304079055786133 || Total time:40.506515979766846 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 19 || Log posterior: -3886.6512895763276 || Iter Time:0.021571874618530273 || Total time:40.528087854385376 Iteration: 1868 || Clusters count: 19 || Log posterior: -3850.215068322493 || Iter Time:0.02545785903930664 || Total time:40.55354571342468 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 19 || Log posterior: -3873.5619759612923 || Iter Time:0.021852970123291016 || Total time:40.575398683547974 Iteration: 1870 || Clusters count: 19 || Log posterior: -3834.5479297523557 || Iter Time:0.02629995346069336 || Total time:40.60169863700867 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 19 || Log posterior: -3848.6934389116764 || Iter Time:0.0187990665435791 || Total time:40.620497703552246 Iteration: 1872 || Clusters count: 19 || Log posterior: -3834.792659663879 || Iter Time:0.023874998092651367 || Total time:40.6443727016449 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 19 || Log posterior: -3884.0032650312764 || Iter Time:0.018438100814819336 || Total time:40.66281080245972 Iteration: 1874 || Clusters count: 19 || Log posterior: -3864.336325525203 || Iter Time:0.025122880935668945 || Total time:40.687933683395386 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 19 || Log posterior: -3881.8655308922966 || Iter Time:0.019175052642822266 || Total time:40.70710873603821 Iteration: 1876 || Clusters count: 19 || Log posterior: -3868.6785733482443 || Iter Time:0.023748159408569336 || Total time:40.73085689544678 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 19 || Log posterior: -3898.194301298322 || Iter Time:0.04245805740356445 || Total time:40.77331495285034 Iteration: 1878 || Clusters count: 19 || Log posterior: -3879.146948101588 || Iter Time:0.024049997329711914 || Total time:40.797364950180054 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 19 || Log posterior: -3922.6495625070875 || Iter Time:0.018289804458618164 || Total time:40.81565475463867 Iteration: 1880 || Clusters count: 19 || Log posterior: -3882.6448362458254 || Iter Time:0.02427196502685547 || Total time:40.83992671966553 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 19 || Log posterior: -3927.9681380507172 || Iter Time:0.019665002822875977 || Total time:40.8595917224884 Iteration: 1882 || Clusters count: 19 || Log posterior: -3897.5266877618496 || Iter Time:0.025370121002197266 || Total time:40.8849618434906 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 19 || Log posterior: -3981.7475858080675 || Iter Time:0.02000594139099121 || Total time:40.90496778488159 Iteration: 1884 || Clusters count: 19 || Log posterior: -3960.3203278028573 || Iter Time:0.026453018188476562 || Total time:40.93142080307007 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 19 || Log posterior: -3998.298744803462 || Iter Time:0.021934032440185547 || Total time:40.953354835510254 Iteration: 1886 || Clusters count: 19 || Log posterior: -3944.733332130261 || Iter Time:0.026066064834594727 || Total time:40.97942090034485 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 19 || Log posterior: -3948.1626847210428 || Iter Time:0.022437095642089844 || Total time:41.00185799598694 Iteration: 1888 || Clusters count: 19 || Log posterior: -3917.233170661937 || Iter Time:0.02885293960571289 || Total time:41.03071093559265 Loading and distributing data: 0.000152 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 19 || Log posterior: -3919.0245998107807 || Iter Time:0.021281003952026367 || Total time:41.05199193954468 Iteration: 1890 || Clusters count: 19 || Log posterior: -3894.993011881234 || Iter Time:0.027370929718017578 || Total time:41.079362869262695 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 19 || Log posterior: -3897.6853530110725 || Iter Time:0.022159099578857422 || Total time:41.10152196884155 Iteration: 1892 || Clusters count: 19 || Log posterior: -3866.937338335571 || Iter Time:0.02681899070739746 || Total time:41.12834095954895 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 19 || Log posterior: -3932.4782843726784 || Iter Time:0.02141284942626953 || Total time:41.14975380897522 Iteration: 1894 || Clusters count: 19 || Log posterior: -3889.0646227929506 || Iter Time:0.027833938598632812 || Total time:41.17758774757385 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 19 || Log posterior: -3938.7668352679116 || Iter Time:0.019223928451538086 || Total time:41.19681167602539 Iteration: 1896 || Clusters count: 19 || Log posterior: -3898.977345868534 || Iter Time:0.016986846923828125 || Total time:41.21379852294922 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 19 || Log posterior: -3913.589457453152 || Iter Time:0.014868974685668945 || Total time:41.22866749763489 Iteration: 1898 || Clusters count: 19 || Log posterior: -3879.640120997475 || Iter Time:0.02727508544921875 || Total time:41.255942583084106 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 19 || Log posterior: -3890.8125133295903 || Iter Time:0.02194690704345703 || Total time:41.27788949012756 Iteration: 1900 || Clusters count: 19 || Log posterior: -3856.8718032034867 || Iter Time:0.0281980037689209 || Total time:41.306087493896484 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 19 || Log posterior: -3912.147369909065 || Iter Time:0.046431779861450195 || Total time:41.352519273757935 Iteration: 1902 || Clusters count: 19 || Log posterior: -3888.3049781850054 || Iter Time:0.026059865951538086 || Total time:41.37857913970947 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 19 || Log posterior: -3916.0092795122987 || Iter Time:0.015943050384521484 || Total time:41.394522190093994 Iteration: 1904 || Clusters count: 19 || Log posterior: -3890.8827068791784 || Iter Time:0.021934986114501953 || Total time:41.416457176208496 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 19 || Log posterior: -3896.655426707875 || Iter Time:0.02131485939025879 || Total time:41.437772035598755 Iteration: 1906 || Clusters count: 19 || Log posterior: -3878.4100444719743 || Iter Time:0.027321815490722656 || Total time:41.46509385108948 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 19 || Log posterior: -3909.5948765988337 || Iter Time:0.02169203758239746 || Total time:41.486785888671875 Iteration: 1908 || Clusters count: 19 || Log posterior: -3879.811380376606 || Iter Time:0.028532981872558594 || Total time:41.515318870544434 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 19 || Log posterior: -3861.707980652275 || Iter Time:0.023450136184692383 || Total time:41.538769006729126 Iteration: 1910 || Clusters count: 19 || Log posterior: -3851.4562122433863 || Iter Time:0.029431819915771484 || Total time:41.5682008266449 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 19 || Log posterior: -3899.384060331772 || Iter Time:0.02174091339111328 || Total time:41.58994174003601 Iteration: 1912 || Clusters count: 19 || Log posterior: -3882.4911493033737 || Iter Time:0.027265071868896484 || Total time:41.61720681190491 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 19 || Log posterior: -3900.6164227479376 || Iter Time:0.027519941329956055 || Total time:41.64472675323486 Iteration: 1914 || Clusters count: 19 || Log posterior: -3872.2591475260915 || Iter Time:0.029808998107910156 || Total time:41.67453575134277 Loading and distributing data: 0.000158 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 19 || Log posterior: -3918.020346135826 || Iter Time:0.023200035095214844 || Total time:41.69773578643799 Iteration: 1916 || Clusters count: 19 || Log posterior: -3868.3266917796072 || Iter Time:0.028059959411621094 || Total time:41.72579574584961 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 19 || Log posterior: -3918.68357463745 || Iter Time:0.022420167922973633 || Total time:41.74821591377258 Iteration: 1918 || Clusters count: 19 || Log posterior: -3887.477906284764 || Iter Time:0.02762603759765625 || Total time:41.77584195137024 Loading and distributing data: 0.000161 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 19 || Log posterior: -3907.910005079553 || Iter Time:0.021017074584960938 || Total time:41.7968590259552 Iteration: 1920 || Clusters count: 19 || Log posterior: -3878.500050903216 || Iter Time:0.0261538028717041 || Total time:41.823012828826904 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 19 || Log posterior: -3892.936750748531 || Iter Time:0.020457029342651367 || Total time:41.843469858169556 Iteration: 1922 || Clusters count: 19 || Log posterior: -3870.7196174411174 || Iter Time:0.02663898468017578 || Total time:41.87010884284973 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 19 || Log posterior: -3888.5733926084595 || Iter Time:0.02054309844970703 || Total time:41.89065194129944 Iteration: 1924 || Clusters count: 19 || Log posterior: -3869.093835263617 || Iter Time:0.02588200569152832 || Total time:41.91653394699097 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 19 || Log posterior: -3925.1319309502533 || Iter Time:0.02266383171081543 || Total time:41.93919777870178 Iteration: 1926 || Clusters count: 19 || Log posterior: -3900.5286094083776 || Iter Time:0.05354118347167969 || Total time:41.99273896217346 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 19 || Log posterior: -3914.667251424995 || Iter Time:0.02166604995727539 || Total time:42.01440501213074 Iteration: 1928 || Clusters count: 19 || Log posterior: -3889.87264856364 || Iter Time:0.029227018356323242 || Total time:42.04363203048706 Loading and distributing data: 0.000147 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 19 || Log posterior: -3890.1132635191893 || Iter Time:0.01955389976501465 || Total time:42.063185930252075 Iteration: 1930 || Clusters count: 19 || Log posterior: -3871.8942619260206 || Iter Time:0.025033950805664062 || Total time:42.08821988105774 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 19 || Log posterior: -3867.200854269279 || Iter Time:0.0209810733795166 || Total time:42.109200954437256 Iteration: 1932 || Clusters count: 19 || Log posterior: -3856.6920224081955 || Iter Time:0.03240704536437988 || Total time:42.141607999801636 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 19 || Log posterior: -3848.2588137180314 || Iter Time:0.02223682403564453 || Total time:42.16384482383728 Iteration: 1934 || Clusters count: 19 || Log posterior: -3834.731213201336 || Iter Time:0.026060819625854492 || Total time:42.189905643463135 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 19 || Log posterior: -3871.371501082269 || Iter Time:0.020947933197021484 || Total time:42.210853576660156 Iteration: 1936 || Clusters count: 19 || Log posterior: -3842.4838342139637 || Iter Time:0.02713799476623535 || Total time:42.23799157142639 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 19 || Log posterior: -3883.5519526753415 || Iter Time:0.020678997039794922 || Total time:42.25867056846619 Iteration: 1938 || Clusters count: 19 || Log posterior: -3855.2782799863885 || Iter Time:0.025969982147216797 || Total time:42.2846405506134 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 19 || Log posterior: -3939.0581089358875 || Iter Time:0.020523786544799805 || Total time:42.3051643371582 Iteration: 1940 || Clusters count: 19 || Log posterior: -3912.5090584868212 || Iter Time:0.02559804916381836 || Total time:42.33076238632202 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 19 || Log posterior: -3919.6871226212957 || Iter Time:0.022058963775634766 || Total time:42.352821350097656 Iteration: 1942 || Clusters count: 19 || Log posterior: -3909.643630482471 || Iter Time:0.02594614028930664 || Total time:42.37876749038696 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 19 || Log posterior: -3918.4480916093366 || Iter Time:0.021676063537597656 || Total time:42.40044355392456 Iteration: 1944 || Clusters count: 19 || Log posterior: -3886.429985354728 || Iter Time:0.02736496925354004 || Total time:42.4278085231781 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 19 || Log posterior: -3946.1806984438135 || Iter Time:0.022265911102294922 || Total time:42.450074434280396 Iteration: 1946 || Clusters count: 19 || Log posterior: -3913.683317486677 || Iter Time:0.028148174285888672 || Total time:42.478222608566284 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 19 || Log posterior: -3921.061435370316 || Iter Time:0.0240478515625 || Total time:42.502270460128784 Iteration: 1948 || Clusters count: 19 || Log posterior: -3901.2941382998697 || Iter Time:0.03082585334777832 || Total time:42.53309631347656 Loading and distributing data: 0.000172 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 19 || Log posterior: -3916.857072020806 || Iter Time:0.024682044982910156 || Total time:42.55777835845947 Iteration: 1950 || Clusters count: 19 || Log posterior: -3906.0603305700115 || Iter Time:0.05261516571044922 || Total time:42.61039352416992 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 19 || Log posterior: -3933.4043326868136 || Iter Time:0.025130033493041992 || Total time:42.635523557662964 Iteration: 1952 || Clusters count: 19 || Log posterior: -3909.348295970579 || Iter Time:0.03183317184448242 || Total time:42.667356729507446 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 19 || Log posterior: -3963.7179657804645 || Iter Time:0.02215290069580078 || Total time:42.68950963020325 Iteration: 1954 || Clusters count: 19 || Log posterior: -3938.3471102270023 || Iter Time:0.02641606330871582 || Total time:42.71592569351196 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 19 || Log posterior: -3942.000411672594 || Iter Time:0.021929025650024414 || Total time:42.73785471916199 Iteration: 1956 || Clusters count: 19 || Log posterior: -3912.515805956552 || Iter Time:0.029880046844482422 || Total time:42.76773476600647 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 19 || Log posterior: -3894.1516934316396 || Iter Time:0.02265310287475586 || Total time:42.790387868881226 Iteration: 1958 || Clusters count: 19 || Log posterior: -3878.6769759418526 || Iter Time:0.026763916015625 || Total time:42.81715178489685 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 19 || Log posterior: -3914.2133359866702 || Iter Time:0.022050142288208008 || Total time:42.83920192718506 Iteration: 1960 || Clusters count: 19 || Log posterior: -3891.9696117119456 || Iter Time:0.029145002365112305 || Total time:42.86834692955017 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 19 || Log posterior: -3911.7488999028724 || Iter Time:0.02319812774658203 || Total time:42.89154505729675 Iteration: 1962 || Clusters count: 19 || Log posterior: -3898.5050047253867 || Iter Time:0.026323795318603516 || Total time:42.917868852615356 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 19 || Log posterior: -3963.21524076908 || Iter Time:0.022567033767700195 || Total time:42.94043588638306 Iteration: 1964 || Clusters count: 19 || Log posterior: -3935.418825273259 || Iter Time:0.028315067291259766 || Total time:42.968750953674316 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 19 || Log posterior: -3948.9584233448672 || Iter Time:0.02062201499938965 || Total time:42.989372968673706 Iteration: 1966 || Clusters count: 19 || Log posterior: -3921.0047692479748 || Iter Time:0.027183055877685547 || Total time:43.01655602455139 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 19 || Log posterior: -3907.977714649788 || Iter Time:0.01817798614501953 || Total time:43.03473401069641 Iteration: 1968 || Clusters count: 19 || Log posterior: -3848.7897220602676 || Iter Time:0.02512192726135254 || Total time:43.059855937957764 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 19 || Log posterior: -3845.9046952557073 || Iter Time:0.02118682861328125 || Total time:43.081042766571045 Iteration: 1970 || Clusters count: 19 || Log posterior: -3823.1487395821073 || Iter Time:0.03324389457702637 || Total time:43.11428666114807 Loading and distributing data: 0.000163 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 19 || Log posterior: -3866.8510000030205 || Iter Time:0.0223538875579834 || Total time:43.136640548706055 Iteration: 1972 || Clusters count: 19 || Log posterior: -3828.124859192418 || Iter Time:0.026294946670532227 || Total time:43.16293549537659 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 19 || Log posterior: -3861.4646349063114 || Iter Time:0.020556211471557617 || Total time:43.183491706848145 Iteration: 1974 || Clusters count: 19 || Log posterior: -3843.1417954287535 || Iter Time:0.026898860931396484 || Total time:43.21039056777954 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 19 || Log posterior: -3893.5895155718317 || Iter Time:0.045880794525146484 || Total time:43.25627136230469 Iteration: 1976 || Clusters count: 19 || Log posterior: -3877.123460111949 || Iter Time:0.02663421630859375 || Total time:43.28290557861328 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 19 || Log posterior: -3853.5419637740247 || Iter Time:0.02088189125061035 || Total time:43.30378746986389 Iteration: 1978 || Clusters count: 19 || Log posterior: -3852.194694991531 || Iter Time:0.029128074645996094 || Total time:43.33291554450989 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 19 || Log posterior: -3868.0347702181584 || Iter Time:0.023086071014404297 || Total time:43.35600161552429 Iteration: 1980 || Clusters count: 19 || Log posterior: -3852.7990124930925 || Iter Time:0.027956008911132812 || Total time:43.383957624435425 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 19 || Log posterior: -3923.6630453534067 || Iter Time:0.020379066467285156 || Total time:43.40433669090271 Iteration: 1982 || Clusters count: 19 || Log posterior: -3903.6325948946624 || Iter Time:0.024549007415771484 || Total time:43.42888569831848 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 19 || Log posterior: -3908.656920056917 || Iter Time:0.019500017166137695 || Total time:43.44838571548462 Iteration: 1984 || Clusters count: 19 || Log posterior: -3889.1376589092297 || Iter Time:0.02262091636657715 || Total time:43.471006631851196 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 19 || Log posterior: -3924.291149616636 || Iter Time:0.016518115997314453 || Total time:43.48752474784851 Iteration: 1986 || Clusters count: 19 || Log posterior: -3886.783166065876 || Iter Time:0.02438497543334961 || Total time:43.51190972328186 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 19 || Log posterior: -3925.8766265070067 || Iter Time:0.018782854080200195 || Total time:43.53069257736206 Iteration: 1988 || Clusters count: 19 || Log posterior: -3884.9625709993093 || Iter Time:0.024821043014526367 || Total time:43.55551362037659 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 19 || Log posterior: -3899.4012808883012 || Iter Time:0.019123077392578125 || Total time:43.574636697769165 Iteration: 1990 || Clusters count: 19 || Log posterior: -3873.5979822985323 || Iter Time:0.026766061782836914 || Total time:43.601402759552 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 19 || Log posterior: -3893.361314918254 || Iter Time:0.023094892501831055 || Total time:43.62449765205383 Iteration: 1992 || Clusters count: 19 || Log posterior: -3878.559308393069 || Iter Time:0.028091907501220703 || Total time:43.652589559555054 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 19 || Log posterior: -3886.8368453354647 || Iter Time:0.02231907844543457 || Total time:43.67490863800049 Iteration: 1994 || Clusters count: 19 || Log posterior: -3866.8961800719712 || Iter Time:0.027950048446655273 || Total time:43.702858686447144 Loading and distributing data: 0.000156 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 19 || Log posterior: -3918.542870916213 || Iter Time:0.022204875946044922 || Total time:43.72506356239319 Iteration: 1996 || Clusters count: 19 || Log posterior: -3891.83188594899 || Iter Time:0.028182029724121094 || Total time:43.75324559211731 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 19 || Log posterior: -3886.560897457967 || Iter Time:0.02285909652709961 || Total time:43.77610468864441 Iteration: 1998 || Clusters count: 19 || Log posterior: -3869.619737923794 || Iter Time:0.0300140380859375 || Total time:43.80611872673035 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 19 || Log posterior: -3877.4879702711464 || Iter Time:0.023370027542114258 || Total time:43.82948875427246 Iteration: 2000 || Clusters count: 19 || Log posterior: -3861.7436040294383 || Iter Time:0.0540308952331543 || Total time:43.883519649505615 Loading and distributing data: 0.000149 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 19 || Log posterior: -3946.6610735382756 || Iter Time:0.02300095558166504 || Total time:43.90652060508728 Iteration: 2002 || Clusters count: 19 || Log posterior: -3919.994072733606 || Iter Time:0.028990983963012695 || Total time:43.93551158905029 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 19 || Log posterior: -3896.991796222049 || Iter Time:0.0232391357421875 || Total time:43.95875072479248 Iteration: 2004 || Clusters count: 19 || Log posterior: -3871.510012518691 || Iter Time:0.03036785125732422 || Total time:43.989118576049805 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 19 || Log posterior: -3896.54260981923 || Iter Time:0.021372079849243164 || Total time:44.01049065589905 Iteration: 2006 || Clusters count: 19 || Log posterior: -3860.77966252446 || Iter Time:0.029203176498413086 || Total time:44.03969383239746 Loading and distributing data: 0.000159 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 19 || Log posterior: -3922.2821658989506 || Iter Time:0.024132966995239258 || Total time:44.0638267993927 Iteration: 2008 || Clusters count: 19 || Log posterior: -3891.526954218774 || Iter Time:0.030080795288085938 || Total time:44.093907594680786 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 19 || Log posterior: -3895.2197382153204 || Iter Time:0.023095130920410156 || Total time:44.117002725601196 Iteration: 2010 || Clusters count: 19 || Log posterior: -3882.0672684799983 || Iter Time:0.028656959533691406 || Total time:44.14565968513489 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 19 || Log posterior: -3954.8358996240295 || Iter Time:0.022429943084716797 || Total time:44.168089628219604 Iteration: 2012 || Clusters count: 19 || Log posterior: -3924.150880883589 || Iter Time:0.028130054473876953 || Total time:44.19621968269348 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 20 || Log posterior: -3961.7081338370854 || Iter Time:0.021851062774658203 || Total time:44.21807074546814 Iteration: 2014 || Clusters count: 19 || Log posterior: -3937.49768775102 || Iter Time:0.0272519588470459 || Total time:44.245322704315186 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 19 || Log posterior: -3928.738237207061 || Iter Time:0.021786212921142578 || Total time:44.26710891723633 Iteration: 2016 || Clusters count: 19 || Log posterior: -3906.870042194085 || Iter Time:0.026494979858398438 || Total time:44.29360389709473 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 19 || Log posterior: -3947.502781772095 || Iter Time:0.020827054977416992 || Total time:44.314430952072144 Iteration: 2018 || Clusters count: 19 || Log posterior: -3909.9291660227177 || Iter Time:0.026541948318481445 || Total time:44.340972900390625 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 19 || Log posterior: -3905.088663433851 || Iter Time:0.020914793014526367 || Total time:44.36188769340515 Iteration: 2020 || Clusters count: 19 || Log posterior: -3888.987773002473 || Iter Time:0.02553701400756836 || Total time:44.38742470741272 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 19 || Log posterior: -3934.6097191009335 || Iter Time:0.02043008804321289 || Total time:44.40785479545593 Iteration: 2022 || Clusters count: 19 || Log posterior: -3916.0064838488115 || Iter Time:0.025227069854736328 || Total time:44.43308186531067 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 19 || Log posterior: -3899.1890264501076 || Iter Time:0.019541025161743164 || Total time:44.45262289047241 Iteration: 2024 || Clusters count: 19 || Log posterior: -3883.1170994459544 || Iter Time:0.03274798393249512 || Total time:44.48537087440491 Loading and distributing data: 0.000167 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 19 || Log posterior: -3926.6067663241633 || Iter Time:0.04498600959777832 || Total time:44.530356884002686 Iteration: 2026 || Clusters count: 19 || Log posterior: -3892.779672621635 || Iter Time:0.02793097496032715 || Total time:44.55828785896301 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 19 || Log posterior: -3903.8564366130076 || Iter Time:0.0203402042388916 || Total time:44.578628063201904 Iteration: 2028 || Clusters count: 19 || Log posterior: -3872.5891052102843 || Iter Time:0.02654099464416504 || Total time:44.60516905784607 Avg NMI: 0.9131117317924973 Full NMI: 0.8503494760620774 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 196.49s PkgEval succeeded after 382.54s