Package evaluation of DPMMSubClustersStreaming on Julia 1.12.0-rc1.2 (995ff9db19*) started at 2025-07-14T17:42:04.247 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.24s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.12/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.12/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.17.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.22 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.11.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.1+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.64.0+1 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.52s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 151.13s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_8AtE5E/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_8AtE5E/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.17.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.22 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.64.0+1 [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: 3.820523 seconds (1.17 M allocations: 69.084 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:19.464805841445923 || Total time:19.464805841445923 Iteration: 1 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006829977035522461 || Total time:19.471635818481445 Iteration: 2 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.0061681270599365234 || Total time:19.477803945541382 Iteration: 3 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006440877914428711 || Total time:19.48424482345581 Iteration: 4 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006232023239135742 || Total time:19.490476846694946 Iteration: 5 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006021976470947266 || Total time:19.496498823165894 Iteration: 6 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006186962127685547 || Total time:19.50268578529358 Iteration: 7 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.00617218017578125 || Total time:19.50885796546936 Iteration: 8 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006119966506958008 || Total time:19.51497793197632 Iteration: 9 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.006575107574462891 || Total time:19.52155303955078 Iteration: 10 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.0865170955657959 || Total time:19.608070135116577 Iteration: 11 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.005912065505981445 || Total time:19.61398220062256 Iteration: 12 || Clusters count: 1 || Log posterior: -233322.41298629093 || Iter Time:0.0059051513671875 || Total time:19.619887351989746 Iteration: 13 || Clusters count: 2 || Log posterior: -233165.22022515646 || Iter Time:4.00769305229187 || Total time:23.627580404281616 Iteration: 14 || Clusters count: 2 || Log posterior: -233198.2130444955 || Iter Time:0.006070852279663086 || Total time:23.63365125656128 Iteration: 15 || Clusters count: 2 || Log posterior: -233159.30039188333 || Iter Time:0.005933046340942383 || Total time:23.63958430290222 Iteration: 16 || Clusters count: 2 || Log posterior: -233172.71167221313 || Iter Time:0.005889177322387695 || Total time:23.64547348022461 Iteration: 17 || Clusters count: 2 || Log posterior: -233149.49866274957 || Iter Time:0.0062601566314697266 || Total time:23.65173363685608 Iteration: 18 || Clusters count: 2 || Log posterior: -233197.50353791774 || Iter Time:0.006306886672973633 || Total time:23.658040523529053 Iteration: 19 || Clusters count: 2 || Log posterior: -233191.76705434534 || Iter Time:0.006270885467529297 || Total time:23.664311408996582 Iteration: 20 || Clusters count: 2 || Log posterior: -233072.41549184534 || Iter Time:1.8185529708862305 || Total time:25.482864379882812 Loading and distributing data: 0.000976 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233285.5555142654 || Iter Time:0.039301156997680664 || Total time:25.522165536880493 Iteration: 22 || Clusters count: 2 || Log posterior: -233241.78006415724 || Iter Time:0.0065021514892578125 || Total time:25.52866768836975 Iteration: 23 || Clusters count: 2 || Log posterior: -233251.98492135972 || Iter Time:0.006561994552612305 || Total time:25.535229682922363 Iteration: 24 || Clusters count: 2 || Log posterior: -233255.62902316367 || Iter Time:0.006286144256591797 || Total time:25.541515827178955 Iteration: 25 || Clusters count: 2 || Log posterior: -233260.58646209017 || Iter Time:0.006193876266479492 || Total time:25.547709703445435 Iteration: 26 || Clusters count: 2 || Log posterior: -233209.7861657207 || Iter Time:0.006063938140869141 || Total time:25.553773641586304 Iteration: 27 || Clusters count: 2 || Log posterior: -233231.42275069075 || Iter Time:0.0063250064849853516 || Total time:25.56009864807129 Iteration: 28 || Clusters count: 3 || Log posterior: -233112.80451657414 || Iter Time:0.07580280303955078 || Total time:25.63590145111084 Iteration: 29 || Clusters count: 3 || Log posterior: -233039.5383143755 || Iter Time:0.006709098815917969 || Total time:25.642610549926758 Iteration: 30 || Clusters count: 3 || Log posterior: -233001.96397270952 || Iter Time:0.0064580440521240234 || Total time:25.649068593978882 Iteration: 31 || Clusters count: 3 || Log posterior: -232997.86889948926 || Iter Time:0.0065250396728515625 || Total time:25.655593633651733 Iteration: 32 || Clusters count: 3 || Log posterior: -233002.0396802647 || Iter Time:0.006356000900268555 || Total time:25.661949634552002 Iteration: 33 || Clusters count: 3 || Log posterior: -232975.4436740869 || Iter Time:0.006426811218261719 || Total time:25.668376445770264 Iteration: 34 || Clusters count: 3 || Log posterior: -232986.0133649981 || Iter Time:0.006345987319946289 || Total time:25.67472243309021 Iteration: 35 || Clusters count: 3 || Log posterior: -232990.98945488772 || Iter Time:0.006599903106689453 || Total time:25.6813223361969 Iteration: 36 || Clusters count: 3 || Log posterior: -232993.1771683051 || Iter Time:0.00675201416015625 || Total time:25.688074350357056 Iteration: 37 || Clusters count: 3 || Log posterior: -233027.6414745651 || Iter Time:0.006619930267333984 || Total time:25.69469428062439 Iteration: 38 || Clusters count: 3 || Log posterior: -232987.58005555643 || Iter Time:0.006657123565673828 || Total time:25.701351404190063 Iteration: 39 || Clusters count: 3 || Log posterior: -232971.2890796482 || Iter Time:0.006741046905517578 || Total time:25.70809245109558 Iteration: 40 || Clusters count: 3 || Log posterior: -232966.0755259925 || Iter Time:0.006551980972290039 || Total time:25.71464443206787 Iteration: 41 || Clusters count: 3 || Log posterior: -232850.47776016046 || Iter Time:0.006620883941650391 || Total time:25.72126531600952 Loading and distributing data: 0.000848 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -263090.5115115829 || Iter Time:0.00697016716003418 || Total time:25.728235483169556 Iteration: 43 || Clusters count: 4 || Log posterior: -262648.8083766455 || Iter Time:0.007946968078613281 || Total time:25.73618245124817 Iteration: 44 || Clusters count: 4 || Log posterior: -262518.4035073079 || Iter Time:0.007149934768676758 || Total time:25.743332386016846 Iteration: 45 || Clusters count: 4 || Log posterior: -262464.646622438 || Iter Time:0.007112026214599609 || Total time:25.750444412231445 Iteration: 46 || Clusters count: 5 || Log posterior: -262176.2435532405 || Iter Time:0.009165048599243164 || Total time:25.75960946083069 Iteration: 47 || Clusters count: 5 || Log posterior: -262086.96969654926 || Iter Time:0.00867319107055664 || Total time:25.768282651901245 Iteration: 48 || Clusters count: 5 || Log posterior: -262060.24028990965 || Iter Time:0.008951902389526367 || Total time:25.77723455429077 Iteration: 49 || Clusters count: 5 || Log posterior: -262045.72444931636 || Iter Time:0.00861501693725586 || Total time:25.785849571228027 Iteration: 50 || Clusters count: 5 || Log posterior: -262044.6501777627 || Iter Time:0.038810014724731445 || Total time:25.82465958595276 Iteration: 51 || Clusters count: 5 || Log posterior: -262033.04766951426 || Iter Time:0.007370948791503906 || Total time:25.832030534744263 Iteration: 52 || Clusters count: 5 || Log posterior: -262038.20649073343 || Iter Time:0.00743412971496582 || Total time:25.83946466445923 Iteration: 53 || Clusters count: 5 || Log posterior: -262033.8472568501 || Iter Time:0.0073850154876708984 || Total time:25.8468496799469 Iteration: 54 || Clusters count: 5 || Log posterior: -262020.9509129794 || Iter Time:0.0073320865631103516 || Total time:25.85418176651001 Iteration: 55 || Clusters count: 5 || Log posterior: -262015.37675211253 || Iter Time:0.007429838180541992 || Total time:25.86161160469055 Iteration: 56 || Clusters count: 5 || Log posterior: -262019.53360378242 || Iter Time:0.007411003112792969 || Total time:25.869022607803345 Iteration: 57 || Clusters count: 5 || Log posterior: -262037.57734280507 || Iter Time:0.007512092590332031 || Total time:25.876534700393677 Iteration: 58 || Clusters count: 5 || Log posterior: -262030.2488462539 || Iter Time:1.1249690055847168 || Total time:27.001503705978394 Iteration: 59 || Clusters count: 5 || Log posterior: -262034.5419452283 || Iter Time:0.007795095443725586 || Total time:27.00929880142212 Iteration: 60 || Clusters count: 5 || Log posterior: -262009.52769435564 || Iter Time:0.007586002349853516 || Total time:27.016884803771973 Iteration: 61 || Clusters count: 5 || Log posterior: -262019.1065638751 || Iter Time:0.007731914520263672 || Total time:27.024616718292236 Iteration: 62 || Clusters count: 5 || Log posterior: -261988.87332291866 || Iter Time:0.007333040237426758 || Total time:27.031949758529663 Loading and distributing data: 0.000772 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261923.40097967684 || Iter Time:0.009196043014526367 || Total time:27.04114580154419 Iteration: 64 || Clusters count: 6 || Log posterior: -261746.793260838 || Iter Time:0.008234024047851562 || Total time:27.04937982559204 Iteration: 65 || Clusters count: 6 || Log posterior: -261752.90883788385 || Iter Time:0.008285045623779297 || Total time:27.05766487121582 Iteration: 66 || Clusters count: 6 || Log posterior: -261736.82577690354 || Iter Time:0.00830984115600586 || Total time:27.065974712371826 Iteration: 67 || Clusters count: 6 || Log posterior: -261728.27588003484 || Iter Time:0.02113199234008789 || Total time:27.087106704711914 Iteration: 68 || Clusters count: 6 || Log posterior: -261727.07814837608 || Iter Time:0.027235031127929688 || Total time:27.114341735839844 Iteration: 69 || Clusters count: 6 || Log posterior: -261734.72873989996 || Iter Time:0.008299112319946289 || Total time:27.12264084815979 Iteration: 70 || Clusters count: 6 || Log posterior: -261728.39081873765 || Iter Time:0.008157968521118164 || Total time:27.130798816680908 Iteration: 71 || Clusters count: 6 || Log posterior: -261727.72273360493 || Iter Time:0.008297204971313477 || Total time:27.13909602165222 Iteration: 72 || Clusters count: 6 || Log posterior: -261740.92390938848 || Iter Time:0.008105993270874023 || Total time:27.147202014923096 Iteration: 73 || Clusters count: 6 || Log posterior: -261745.50647993662 || Iter Time:0.008352041244506836 || Total time:27.155554056167603 Iteration: 74 || Clusters count: 6 || Log posterior: -261727.39753817877 || Iter Time:0.008289098739624023 || Total time:27.163843154907227 Iteration: 75 || Clusters count: 6 || Log posterior: -261740.78328883307 || Iter Time:0.008255958557128906 || Total time:27.172099113464355 Iteration: 76 || Clusters count: 6 || Log posterior: -261745.10513905218 || Iter Time:0.008307933807373047 || Total time:27.18040704727173 Iteration: 77 || Clusters count: 6 || Log posterior: -261736.2979279168 || Iter Time:0.008358001708984375 || Total time:27.188765048980713 Iteration: 78 || Clusters count: 7 || Log posterior: -261507.5398560592 || Iter Time:0.01199793815612793 || Total time:27.20076298713684 Iteration: 79 || Clusters count: 7 || Log posterior: -261498.55252959032 || Iter Time:0.00962686538696289 || Total time:27.210389852523804 Iteration: 80 || Clusters count: 7 || Log posterior: -261509.68537513452 || Iter Time:0.009026050567626953 || Total time:27.21941590309143 Iteration: 81 || Clusters count: 7 || Log posterior: -261505.47180604603 || Iter Time:0.009241104125976562 || Total time:27.228657007217407 Iteration: 82 || Clusters count: 7 || Log posterior: -261503.86431907292 || Iter Time:0.023173809051513672 || Total time:27.25183081626892 Iteration: 83 || Clusters count: 7 || Log posterior: -261419.19062498343 || Iter Time:0.00866389274597168 || Total time:27.260494709014893 Loading and distributing data: 0.000775 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 7 || Log posterior: -261245.1369336211 || Iter Time:0.009405851364135742 || Total time:27.26990056037903 Iteration: 85 || Clusters count: 7 || Log posterior: -261211.6640358684 || Iter Time:0.00940704345703125 || Total time:27.27930760383606 Iteration: 86 || Clusters count: 7 || Log posterior: -261180.00328999624 || Iter Time:0.009386062622070312 || Total time:27.28869366645813 Iteration: 87 || Clusters count: 7 || Log posterior: -261187.82784369806 || Iter Time:0.00910496711730957 || Total time:27.29779863357544 Iteration: 88 || Clusters count: 7 || Log posterior: -261177.98292605754 || Iter Time:0.009109973907470703 || Total time:27.30690860748291 Iteration: 89 || Clusters count: 7 || Log posterior: -261159.40116171387 || Iter 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time:27.46376633644104 Iteration: 104 || Clusters count: 9 || Log posterior: -260550.1504995845 || Iter Time:0.009287118911743164 || Total time:27.473053455352783 Loading and distributing data: 0.000731 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 9 || Log posterior: -260459.2514002178 || Iter Time:0.010207176208496094 || Total time:27.48326063156128 Iteration: 106 || Clusters count: 9 || Log posterior: -260373.3709354831 || Iter Time:0.010159969329833984 || Total time:27.493420600891113 Iteration: 107 || Clusters count: 9 || Log posterior: -260343.52149738878 || Iter Time:0.010065078735351562 || Total time:27.503485679626465 Iteration: 108 || Clusters count: 12 || Log posterior: -259827.4015738203 || Iter Time:0.01636505126953125 || Total time:27.519850730895996 Iteration: 109 || Clusters count: 12 || Log posterior: -259553.1364852683 || Iter Time:0.026010990142822266 || Total time:27.54586172103882 Iteration: 110 || Clusters count: 12 || Log posterior: 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-259044.83451202497 || Iter Time:0.014619112014770508 || Total time:27.640448093414307 Iteration: 118 || Clusters count: 13 || Log posterior: -259028.3054596571 || Iter Time:0.01131296157836914 || Total time:27.651761054992676 Iteration: 119 || Clusters count: 13 || Log posterior: -259026.7567542617 || Iter Time:0.011121034622192383 || Total time:27.662882089614868 Iteration: 120 || Clusters count: 13 || Log posterior: -259018.4305424808 || Iter Time:0.011289834976196289 || Total time:27.674171924591064 Iteration: 121 || Clusters count: 13 || Log posterior: -259023.0030931944 || Iter Time:0.011493206024169922 || Total time:27.685665130615234 Iteration: 122 || Clusters count: 13 || Log posterior: -259021.12675667586 || Iter Time:0.014811992645263672 || Total time:27.700477123260498 Iteration: 123 || Clusters count: 13 || Log posterior: -259038.66094925717 || Iter Time:0.013866901397705078 || Total time:27.714344024658203 Iteration: 124 || Clusters count: 13 || Log posterior: -259037.00739337204 || Iter Time:0.013699054718017578 || Total time:27.72804307937622 Iteration: 125 || Clusters count: 13 || Log posterior: -258998.090611997 || Iter Time:0.013419151306152344 || Total time:27.741462230682373 Loading and distributing data: 0.000776 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 16 || Log posterior: -259093.17564986943 || Iter Time:0.0198061466217041 || Total time:27.761268377304077 Iteration: 127 || Clusters count: 16 || Log posterior: -258642.6720300842 || Iter Time:0.013875961303710938 || Total time:27.775144338607788 Iteration: 128 || Clusters count: 17 || Log posterior: -258246.54195584686 || Iter Time:0.01491999626159668 || Total time:27.790064334869385 Iteration: 129 || Clusters count: 17 || Log posterior: -258166.92399713816 || Iter Time:0.017174959182739258 || Total time:27.807239294052124 Iteration: 130 || Clusters count: 17 || Log posterior: -258112.03100394818 || Iter Time:0.013772964477539062 || Total 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posterior: -256250.0441462484 || Iter Time:0.025769948959350586 || Total time:28.218430280685425 Iteration: 152 || Clusters count: 20 || Log posterior: -256244.64031054455 || Iter Time:0.02195000648498535 || Total time:28.24038028717041 Iteration: 153 || Clusters count: 20 || Log posterior: -256241.70880570766 || Iter Time:0.02683401107788086 || Total time:28.26721429824829 Iteration: 154 || Clusters count: 20 || Log posterior: -256238.55437972222 || Iter Time:0.02289891242980957 || Total time:28.2901132106781 Iteration: 155 || Clusters count: 20 || Log posterior: -256247.29541040794 || Iter Time:0.023302078247070312 || Total time:28.31341528892517 Iteration: 156 || Clusters count: 20 || Log posterior: -256235.94166066678 || Iter Time:0.026776790618896484 || Total time:28.340192079544067 Iteration: 157 || Clusters count: 20 || Log posterior: -256239.28976379748 || Iter Time:0.02324700355529785 || Total time:28.363439083099365 Iteration: 158 || Clusters count: 20 || Log posterior: 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-256244.27339194142 || Iter Time:0.025924205780029297 || Total time:28.56355381011963 Iteration: 166 || Clusters count: 20 || Log posterior: -256236.15476826392 || Iter Time:0.030287981033325195 || Total time:28.593841791152954 Iteration: 167 || Clusters count: 20 || Log posterior: -256232.61357181094 || Iter Time:0.02378702163696289 || Total time:28.617628812789917 Loading and distributing data: 0.000739 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -256517.11413563578 || Iter Time:0.030038833618164062 || Total time:28.64766764640808 Iteration: 169 || Clusters count: 20 || Log posterior: -256505.0794984965 || Iter Time:0.026432037353515625 || Total time:28.674099683761597 Iteration: 170 || Clusters count: 20 || Log posterior: -256506.1176301073 || Iter Time:0.030079126358032227 || Total time:28.70417881011963 Iteration: 171 || Clusters count: 20 || Log posterior: -256498.8297935915 || Iter Time:0.026992082595825195 || Total 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time:29.132402658462524 Iteration: 186 || Clusters count: 20 || Log posterior: -256516.89559660887 || Iter Time:0.028295040130615234 || Total time:29.16069769859314 Iteration: 187 || Clusters count: 20 || Log posterior: -256505.51850479783 || Iter Time:0.03166508674621582 || Total time:29.192362785339355 Iteration: 188 || Clusters count: 20 || Log posterior: -256498.61086211156 || Iter Time:0.027149200439453125 || Total time:29.21951198577881 Loading and distributing data: 0.000853 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -256693.96337676374 || Iter Time:0.03302717208862305 || Total time:29.25253915786743 Iteration: 190 || Clusters count: 20 || Log posterior: -256658.4108629934 || Iter Time:0.02628803253173828 || Total time:29.27882719039917 Iteration: 191 || Clusters count: 20 || Log posterior: -256656.70558984872 || Iter Time:0.028891801834106445 || Total time:29.307718992233276 Iteration: 192 || Clusters count: 20 || Log posterior: -256660.38337312243 || Iter Time:0.02616286277770996 || Total time:29.333881855010986 Iteration: 193 || Clusters count: 20 || Log posterior: -256648.53594004127 || Iter Time:0.029965877532958984 || Total time:29.363847732543945 Iteration: 194 || Clusters count: 20 || Log posterior: -256648.87974698964 || Iter Time:0.02707505226135254 || Total time:29.390922784805298 Iteration: 195 || Clusters count: 20 || Log posterior: -256657.04908585188 || Iter Time:0.02662515640258789 || Total time:29.417547941207886 Iteration: 196 || Clusters count: 20 || Log posterior: -256655.1818707191 || Iter Time:0.030483007431030273 || Total time:29.448030948638916 Iteration: 197 || Clusters count: 20 || Log posterior: -256650.5245930977 || Iter Time:0.02848982810974121 || Total time:29.476520776748657 Iteration: 198 || Clusters count: 20 || Log posterior: -256652.88463107674 || Iter Time:0.03237414360046387 || Total time:29.50889492034912 Iteration: 199 || Clusters count: 20 || Log posterior: -256658.09286587444 || Iter Time:0.02664494514465332 || Total time:29.535539865493774 Iteration: 200 || Clusters count: 20 || Log posterior: -256654.94873464768 || Iter Time:0.029336929321289062 || Total time:29.564876794815063 Iteration: 201 || Clusters count: 20 || Log posterior: -256654.8076052912 || Iter Time:0.04339408874511719 || Total time:29.60827088356018 Iteration: 202 || Clusters count: 20 || Log posterior: -256649.32457082588 || Iter Time:0.04646897315979004 || Total time:29.65473985671997 Iteration: 203 || Clusters count: 20 || Log posterior: -256644.16937708878 || Iter Time:0.0298769474029541 || Total time:29.684616804122925 Iteration: 204 || Clusters count: 20 || Log posterior: -256644.9511608424 || Iter Time:0.026800155639648438 || Total time:29.711416959762573 Iteration: 205 || Clusters count: 20 || Log posterior: -256643.85134519843 || Iter Time:0.030512094497680664 || Total time:29.741929054260254 Iteration: 206 || Clusters count: 20 || Log posterior: -256652.63811863988 || Iter Time:0.02722001075744629 || Total time:29.7691490650177 Iteration: 207 || Clusters count: 20 || Log posterior: -256655.90685258518 || Iter Time:0.031417131423950195 || Total time:29.80056619644165 Iteration: 208 || Clusters count: 20 || Log posterior: -256652.12626409883 || Iter Time:0.028210163116455078 || Total time:29.828776359558105 Iteration: 209 || Clusters count: 20 || Log posterior: -256646.4363237633 || Iter Time:0.029075145721435547 || Total time:29.85785150527954 NMI: 0.6882280107373809 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m29.8s [22555, 61474, 47757, 88769, 75960, 11106, 31836, 29580, 98054, 116241, 29174, 70762, 49854, 61520, 29728, 16541, 103229, 27531, 17290, 11039] Loading and distributing data: 0.000262 seconds (128 allocations: 13.211 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:4.0560829639434814 || Total time:4.0560829639434814 Iteration: 1 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.002213001251220703 || Total time:4.058295965194702 Iteration: 2 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.001550912857055664 || Total time:4.059846878051758 Iteration: 3 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.0014369487762451172 || Total time:4.061283826828003 Iteration: 4 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.0013720989227294922 || Total time:4.062655925750732 Iteration: 5 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.0013630390167236328 || Total time:4.064018964767456 Iteration: 6 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.001386880874633789 || Total time:4.06540584564209 Iteration: 7 || Clusters count: 1 || Log posterior: -6634.743811891547 || Iter Time:0.0013599395751953125 || Total time:4.066765785217285 Iteration: 8 || Clusters count: 2 || Log posterior: -6058.1570452915785 || Iter Time:0.15642404556274414 || Total time:4.223189830780029 Iteration: 9 || Clusters count: 2 || Log posterior: -6055.178646416794 || Iter Time:0.0020999908447265625 || Total time:4.225289821624756 Iteration: 10 || Clusters count: 2 || Log posterior: -6063.074559954815 || Iter Time:0.00201416015625 || Total time:4.227303981781006 Iteration: 11 || Clusters count: 2 || Log posterior: -6058.35136636011 || Iter Time:0.0020029544830322266 || Total time:4.229306936264038 Iteration: 12 || Clusters count: 2 || Log posterior: -6056.088788301422 || Iter Time:0.002042055130004883 || Total time:4.231348991394043 Iteration: 13 || Clusters count: 2 || Log posterior: -6058.622835539699 || Iter Time:0.0018351078033447266 || Total time:4.233184099197388 Iteration: 14 || Clusters count: 2 || Log posterior: -6070.23226196986 || Iter Time:0.0019259452819824219 || Total time:4.23511004447937 Iteration: 15 || Clusters count: 2 || Log posterior: -6055.915360457815 || Iter Time:0.0018188953399658203 || Total time:4.236928939819336 Iteration: 16 || Clusters count: 2 || Log posterior: -6056.088788301422 || Iter Time:0.0018658638000488281 || Total time:4.238794803619385 Iteration: 17 || Clusters count: 2 || Log posterior: -6066.212877999187 || Iter Time:0.0019059181213378906 || Total time:4.240700721740723 Iteration: 18 || Clusters count: 4 || Log posterior: -5793.585369175639 || Iter Time:0.005724191665649414 || Total time:4.246424913406372 Iteration: 19 || Clusters count: 4 || Log posterior: -5774.659584590901 || Iter Time:0.0026350021362304688 || Total time:4.2490599155426025 Iteration: 20 || Clusters count: 4 || Log posterior: -5785.537689336169 || Iter Time:0.0027217864990234375 || Total time:4.251781702041626 Iteration: 21 || Clusters count: 4 || Log posterior: -5782.349970670039 || Iter Time:0.002674102783203125 || Total time:4.254455804824829 Iteration: 22 || Clusters count: 4 || Log posterior: -5772.797102984967 || Iter Time:0.0027740001678466797 || Total time:4.257229804992676 Iteration: 23 || Clusters count: 4 || Log posterior: -5773.0325163105335 || Iter Time:0.002604961395263672 || Total time:4.2598347663879395 Iteration: 24 || Clusters count: 4 || Log posterior: -5777.116907998856 || Iter Time:0.002766847610473633 || Total time:4.262601613998413 Iteration: 25 || Clusters count: 4 || Log posterior: -5780.500965386624 || Iter Time:0.0026040077209472656 || Total time:4.26520562171936 Iteration: 26 || Clusters count: 4 || Log posterior: -5785.9875963487775 || Iter Time:0.002516031265258789 || Total time:4.267721652984619 Iteration: 27 || Clusters count: 4 || Log posterior: -5769.5008957778355 || Iter Time:0.0024840831756591797 || Total time:4.270205736160278 Iteration: 28 || Clusters count: 5 || Log posterior: -5727.687759934703 || Iter Time:0.004434108734130859 || Total time:4.274639844894409 Iteration: 29 || Clusters count: 5 || Log posterior: -5729.63387674252 || Iter Time:0.0969080924987793 || Total time:4.3715479373931885 Iteration: 30 || Clusters count: 5 || Log posterior: -5660.5004786284635 || Iter Time:1.4623949527740479 || Total time:5.833942890167236 false [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000172 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5425.805857124193 || Iter Time:0.03695511817932129 || Total time:5.870898008346558 Iteration: 32 || Clusters count: 6 || Log posterior: -5386.571112862275 || Iter Time:0.006042957305908203 || Total time:5.876940965652466 Loading and distributing data: 0.000152 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -4448.5595792294025 || Iter Time:0.004174947738647461 || Total time:5.881115913391113 Iteration: 34 || Clusters count: 6 || Log posterior: -4426.155483403008 || Iter Time:0.005933046340942383 || Total time:5.887048959732056 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4190.01477841818 || Iter Time:0.004055976867675781 || Total time:5.8911049365997314 Iteration: 36 || Clusters count: 6 || Log posterior: -4159.374580482185 || Iter Time:0.006125926971435547 || Total time:5.897230863571167 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4176.034656630855 || Iter Time:0.004233121871948242 || Total time:5.901463985443115 Iteration: 38 || Clusters count: 6 || Log posterior: -4135.957764643669 || Iter Time:0.006552219390869141 || Total time:5.908016204833984 Loading and distributing data: 0.000146 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4158.349245556519 || Iter Time:0.004494905471801758 || Total time:5.912511110305786 Iteration: 40 || Clusters count: 6 || Log posterior: -4118.717647252268 || Iter Time:0.006300210952758789 || Total time:5.918811321258545 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4168.2416607966425 || Iter Time:0.0043680667877197266 || Total time:5.923179388046265 Iteration: 42 || Clusters count: 6 || Log posterior: -4103.015522481918 || Iter Time:0.0068509578704833984 || Total time:5.930030345916748 Loading and distributing data: 0.000121 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 6 || Log posterior: -4134.901838377461 || Iter Time:0.005754947662353516 || Total time:5.935785293579102 Iteration: 44 || Clusters count: 6 || Log posterior: -4100.841759447036 || Iter Time:0.007110118865966797 || Total time:5.942895412445068 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 7 || Log posterior: -4145.270974130061 || Iter Time:0.0056438446044921875 || Total time:5.9485392570495605 Iteration: 46 || Clusters count: 7 || Log posterior: -4083.170472851467 || Iter Time:0.007406949996948242 || Total time:5.955946207046509 Loading and distributing data: 0.000105 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 7 || Log posterior: -4118.645213932089 || Iter Time:0.005156040191650391 || Total time:5.961102247238159 Iteration: 48 || Clusters count: 7 || Log posterior: -4069.2246901585363 || Iter Time:0.007376909255981445 || Total time:5.968479156494141 Loading and distributing 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|| Clusters count: 8 || Log posterior: -4080.1194110393008 || Iter Time:0.008152008056640625 || Total time:6.145732641220093 Iteration: 72 || Clusters count: 8 || Log posterior: -4007.39620001202 || Iter Time:0.010200977325439453 || Total time:6.155933618545532 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 8 || Log posterior: -4075.1577309249506 || Iter Time:0.008254766464233398 || Total time:6.164188385009766 Iteration: 74 || Clusters count: 8 || Log posterior: -4033.268222394502 || Iter Time:0.010311126708984375 || Total time:6.17449951171875 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 8 || Log posterior: -4031.3501728391493 || Iter Time:0.008281946182250977 || Total time:6.182781457901001 Iteration: 76 || Clusters count: 8 || Log posterior: -4000.4415381522003 || Iter Time:0.05828285217285156 || Total time:6.2410643100738525 Loading and distributing 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|| Clusters count: 9 || Log posterior: -3902.2175766523333 || Iter Time:0.012772798538208008 || Total time:8.440669536590576 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 279 || Clusters count: 9 || Log posterior: -3938.079865439062 || Iter Time:0.009799003601074219 || Total time:8.45046854019165 Iteration: 280 || Clusters count: 9 || Log posterior: -3897.128424814683 || Iter Time:0.012279033660888672 || Total time:8.462747573852539 Loading and distributing data: 0.000116 seconds (128 allocations: 13.180 KiB) Iteration: 281 || Clusters count: 9 || Log posterior: -3973.2226045545012 || Iter Time:0.009676933288574219 || Total time:8.472424507141113 Iteration: 282 || Clusters count: 9 || Log posterior: -3923.8615548065727 || Iter Time:0.012343168258666992 || Total time:8.48476767539978 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 283 || Clusters count: 9 || Log posterior: -3912.139708689582 || Iter 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Iteration: 1183 || Clusters count: 9 || Log posterior: -4003.024745311993 || Iter Time:0.009684085845947266 || Total time:18.800036191940308 Iteration: 1184 || Clusters count: 9 || Log posterior: -3954.5934394368496 || Iter Time:0.011129140853881836 || Total time:18.81116533279419 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1185 || Clusters count: 9 || Log posterior: -3991.725100537974 || Iter Time:0.009325027465820312 || Total time:18.82049036026001 Iteration: 1186 || Clusters count: 9 || Log posterior: -3956.9465481287993 || Iter Time:0.01137995719909668 || Total time:18.831870317459106 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1187 || Clusters count: 9 || Log posterior: -3965.2965323731023 || Iter Time:0.009170055389404297 || Total time:18.84104037284851 Iteration: 1188 || Clusters count: 9 || Log posterior: -3930.2333308863654 || Iter Time:0.011523962020874023 || Total 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Iteration: 1205 || Clusters count: 9 || Log posterior: -3990.0742520408244 || Iter Time:0.009443044662475586 || Total time:19.037647485733032 Iteration: 1206 || Clusters count: 9 || Log posterior: -3952.7338711056154 || Iter Time:0.012630939483642578 || Total time:19.050278425216675 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1207 || Clusters count: 9 || Log posterior: -3985.3947119876757 || Iter Time:0.010133981704711914 || Total time:19.060412406921387 Iteration: 1208 || Clusters count: 9 || Log posterior: -3945.8022389836487 || Iter Time:0.01305699348449707 || Total time:19.073469400405884 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1209 || Clusters count: 9 || Log posterior: -3986.145041502101 || Iter Time:0.010310888290405273 || Total time:19.08378028869629 Iteration: 1210 || Clusters count: 9 || Log posterior: -3939.9580381722144 || Iter Time:0.012295961380004883 || Total 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Iteration: 1227 || Clusters count: 9 || Log posterior: -4021.365506137601 || Iter Time:0.009427070617675781 || Total time:19.29534339904785 Iteration: 1228 || Clusters count: 9 || Log posterior: -3979.3775897970936 || Iter Time:0.012087821960449219 || Total time:19.3074312210083 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1229 || Clusters count: 9 || Log posterior: -4038.46294726599 || Iter Time:0.009856939315795898 || Total time:19.317288160324097 Iteration: 1230 || Clusters count: 9 || Log posterior: -3992.9932428379016 || Iter Time:0.012032032012939453 || Total time:19.329320192337036 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1231 || Clusters count: 9 || Log posterior: -3914.3792300694145 || Iter Time:0.009510993957519531 || Total time:19.338831186294556 Iteration: 1232 || Clusters count: 9 || Log posterior: -3869.3453237116146 || Iter Time:0.012547016143798828 || Total 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Total time:26.300071477890015 Iteration: 1836 || Clusters count: 9 || Log posterior: -3925.7039685218624 || Iter Time:0.012354850769042969 || Total time:26.312426328659058 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1837 || Clusters count: 9 || Log posterior: -3990.2058269728 || Iter Time:0.00952291488647461 || Total time:26.321949243545532 Iteration: 1838 || Clusters count: 9 || Log posterior: -3927.857817577174 || Iter Time:0.012091875076293945 || Total time:26.334041118621826 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1839 || Clusters count: 9 || Log posterior: -3996.7689016442637 || Iter Time:0.010075092315673828 || Total time:26.3441162109375 Iteration: 1840 || Clusters count: 9 || Log posterior: -3954.8124977335865 || Iter Time:0.012104034423828125 || Total time:26.356220245361328 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 1841 || Clusters 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Iteration: 1858 || Clusters count: 9 || Log posterior: -3956.7383061520236 || Iter Time:0.011792898178100586 || Total time:26.560258626937866 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 9 || Log posterior: -4005.466437123991 || Iter Time:0.030013084411621094 || Total time:26.590271711349487 Iteration: 1860 || Clusters count: 9 || Log posterior: -3965.696403602335 || Iter Time:0.012359142303466797 || Total time:26.602630853652954 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 9 || Log posterior: -4006.689004158749 || Iter Time:0.010543107986450195 || Total time:26.613173961639404 Iteration: 1862 || Clusters count: 9 || Log posterior: -3973.7515586417157 || Iter Time:0.012696981430053711 || Total time:26.625870943069458 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 9 || Log posterior: -3976.8286655421534 || Iter Time:0.009433984756469727 || Total time:26.635304927825928 Iteration: 1864 || Clusters count: 9 || Log posterior: -3926.2962821977917 || Iter Time:0.012459039688110352 || Total time:26.647763967514038 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 9 || Log posterior: -3929.4959391627035 || Iter Time:0.010196924209594727 || Total time:26.657960891723633 Iteration: 1866 || Clusters count: 9 || Log posterior: -3885.1076735571564 || Iter Time:0.012479066848754883 || Total time:26.670439958572388 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 9 || Log posterior: -3959.311227279417 || Iter Time:0.009776115417480469 || Total time:26.680216073989868 Iteration: 1868 || Clusters count: 9 || Log posterior: -3913.9285832291134 || Iter Time:0.012744903564453125 || Total time:26.69296097755432 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 9 || Log posterior: -3970.9291647616546 || Iter Time:0.01009988784790039 || Total time:26.70306086540222 Iteration: 1870 || Clusters count: 9 || Log posterior: -3940.695285383891 || Iter Time:0.012614965438842773 || Total time:26.715675830841064 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 9 || Log posterior: -3928.7592911075494 || Iter Time:0.010142087936401367 || Total time:26.725817918777466 Iteration: 1872 || Clusters count: 9 || Log posterior: -3897.3201328483105 || Iter Time:0.01247096061706543 || Total time:26.73828887939453 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 9 || Log posterior: -3971.0071686450046 || Iter Time:0.01040196418762207 || Total time:26.748690843582153 Iteration: 1874 || Clusters count: 9 || Log posterior: -3951.752271954554 || Iter Time:0.013461112976074219 || Total time:26.762151956558228 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 9 || Log posterior: -4045.6549332050727 || Iter Time:0.010185956954956055 || Total time:26.772337913513184 Iteration: 1876 || Clusters count: 9 || Log posterior: -3981.364479009008 || Iter Time:0.012714147567749023 || Total time:26.785052061080933 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 9 || Log posterior: -3933.97000718147 || Iter Time:0.010426998138427734 || Total time:26.79547905921936 Iteration: 1878 || Clusters count: 9 || Log posterior: -3915.8304871113323 || Iter Time:0.01204991340637207 || Total time:26.807528972625732 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 9 || Log posterior: -3936.7348438900244 || Iter Time:0.009285926818847656 || Total time:26.81681489944458 Iteration: 1880 || Clusters count: 9 || Log posterior: -3911.706541382062 || Iter Time:0.011635065078735352 || Total time:26.828449964523315 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 9 || Log posterior: -3944.3947727280274 || Iter Time:0.009315013885498047 || Total time:26.837764978408813 Iteration: 1882 || Clusters count: 9 || Log posterior: -3920.0428422314408 || Iter Time:0.012310981750488281 || Total time:26.8500759601593 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 9 || Log posterior: -3928.7926909426733 || Iter Time:0.009818077087402344 || Total time:26.859894037246704 Iteration: 1884 || Clusters count: 9 || Log posterior: -3894.006355016317 || Iter Time:0.01225900650024414 || Total time:26.87215304374695 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 9 || Log posterior: -3931.972866249477 || Iter Time:0.009839057922363281 || Total time:26.88199210166931 Iteration: 1886 || Clusters count: 9 || Log posterior: -3904.2580492346583 || Iter Time:0.011616945266723633 || Total time:26.893609046936035 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 9 || Log posterior: -3956.812774239933 || Iter Time:0.008997201919555664 || Total time:26.90260624885559 Iteration: 1888 || Clusters count: 9 || Log posterior: -3922.847036206831 || Iter Time:0.011674880981445312 || Total time:26.914281129837036 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 9 || Log posterior: -3983.7381168005054 || Iter Time:0.009409189224243164 || Total time:26.92369031906128 Iteration: 1890 || Clusters count: 9 || Log posterior: -3932.0855010652613 || Iter Time:0.01204991340637207 || Total time:26.93574023246765 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 9 || Log posterior: -3939.1397473969455 || Iter Time:0.009678125381469727 || Total time:26.94541835784912 Iteration: 1892 || Clusters count: 9 || Log posterior: -3900.173284589545 || Iter Time:0.012321949005126953 || Total time:26.957740306854248 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 9 || Log posterior: -3992.8257126620065 || Iter Time:0.010387897491455078 || Total time:26.968128204345703 Iteration: 1894 || Clusters count: 9 || Log posterior: -3946.8996665191517 || Iter Time:0.012576103210449219 || Total time:26.980704307556152 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 9 || Log posterior: -4002.956609155205 || Iter Time:0.010297060012817383 || Total time:26.99100136756897 Iteration: 1896 || Clusters count: 9 || Log posterior: -3961.798576769018 || Iter Time:0.012612104415893555 || Total time:27.003613471984863 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 9 || Log posterior: -3964.983072524228 || Iter Time:0.01040196418762207 || Total time:27.014015436172485 Iteration: 1898 || Clusters count: 9 || Log posterior: -3928.430134611209 || Iter Time:0.012972831726074219 || Total time:27.02698826789856 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 9 || Log posterior: -3976.9179750007247 || Iter Time:0.011111974716186523 || Total time:27.038100242614746 Iteration: 1900 || Clusters count: 9 || Log posterior: -3924.595778433534 || Iter Time:0.013067960739135742 || Total time:27.051168203353882 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 9 || Log posterior: -3983.300563102389 || Iter Time:0.009997129440307617 || Total time:27.06116533279419 Iteration: 1902 || Clusters count: 9 || Log posterior: -3940.1490304500285 || Iter Time:0.012717962265014648 || Total time:27.073883295059204 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 9 || Log posterior: -4004.27834298624 || Iter Time:0.01033782958984375 || Total time:27.084221124649048 Iteration: 1904 || Clusters count: 9 || Log posterior: -3951.6904151365193 || Iter Time:0.012759923934936523 || Total time:27.096981048583984 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 9 || Log posterior: -4031.5599212283164 || Iter Time:0.011221170425415039 || Total time:27.1082022190094 Iteration: 1906 || Clusters count: 9 || Log posterior: -3997.435514665563 || Iter Time:0.033412933349609375 || Total time:27.14161515235901 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 9 || Log posterior: -4017.179542712094 || Iter Time:0.010975122451782227 || Total time:27.15259027481079 Iteration: 1908 || Clusters count: 9 || Log posterior: -3989.3072779756803 || Iter Time:0.012350082397460938 || Total time:27.164940357208252 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 9 || Log posterior: -3987.8881355684516 || Iter Time:0.009740114212036133 || Total time:27.174680471420288 Iteration: 1910 || Clusters count: 9 || Log posterior: -3947.7837435986585 || Iter Time:0.011739015579223633 || Total time:27.18641948699951 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 9 || Log posterior: -3931.334847793539 || Iter Time:0.009512901306152344 || Total time:27.195932388305664 Iteration: 1912 || Clusters count: 9 || Log posterior: -3893.525931734691 || Iter Time:0.012519121170043945 || Total time:27.208451509475708 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 9 || Log posterior: -3919.5985390506185 || Iter Time:0.010248899459838867 || Total time:27.218700408935547 Iteration: 1914 || Clusters count: 9 || Log posterior: -3886.1158248574375 || Iter Time:0.012687921524047852 || Total time:27.231388330459595 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 9 || Log posterior: -3956.1331120787163 || Iter Time:0.010371923446655273 || Total time:27.24176025390625 Iteration: 1916 || Clusters count: 9 || Log posterior: -3910.404808157602 || Iter Time:0.012494802474975586 || Total time:27.254255056381226 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 9 || Log posterior: -3961.972141308911 || Iter Time:0.010075092315673828 || Total time:27.2643301486969 Iteration: 1918 || Clusters count: 9 || Log posterior: -3929.6768495163706 || Iter Time:0.012470006942749023 || Total time:27.27680015563965 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 9 || Log posterior: -3936.969039703965 || Iter Time:0.010619878768920898 || Total time:27.28742003440857 Iteration: 1920 || Clusters count: 9 || Log posterior: -3911.32475243069 || Iter Time:0.01281881332397461 || Total time:27.300238847732544 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 9 || Log posterior: -3932.4008947582224 || Iter Time:0.011865854263305664 || Total time:27.31210470199585 Iteration: 1922 || Clusters count: 9 || Log posterior: -3890.1361375025617 || Iter Time:0.012794971466064453 || Total time:27.324899673461914 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 9 || Log posterior: -3943.6304390735377 || Iter Time:0.010304927825927734 || Total time:27.335204601287842 Iteration: 1924 || Clusters count: 9 || Log posterior: -3900.631477773628 || Iter Time:0.012613058090209961 || Total time:27.34781765937805 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 9 || Log posterior: -3938.877434248606 || Iter Time:0.009975910186767578 || Total time:27.35779356956482 Iteration: 1926 || Clusters count: 9 || Log posterior: -3889.4580033040384 || Iter Time:0.012954950332641602 || Total time:27.37074851989746 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 9 || Log posterior: -4020.0224433314 || Iter Time:0.01062917709350586 || Total time:27.381377696990967 Iteration: 1928 || Clusters count: 9 || Log posterior: -3968.909026563674 || Iter Time:0.012835025787353516 || Total time:27.39421272277832 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 9 || Log posterior: -4019.3079207953565 || Iter Time:0.010390996932983398 || Total time:27.404603719711304 Iteration: 1930 || Clusters count: 9 || Log posterior: -3984.0300382767664 || Iter Time:0.01254415512084961 || Total time:27.417147874832153 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 9 || Log posterior: -4013.388971266519 || Iter Time:0.010256052017211914 || Total time:27.427403926849365 Iteration: 1932 || Clusters count: 9 || Log posterior: -3974.530235251434 || Iter Time:0.012595176696777344 || Total time:27.439999103546143 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 9 || Log posterior: -3984.7445780721764 || Iter Time:0.010198116302490234 || Total time:27.450197219848633 Iteration: 1934 || Clusters count: 9 || Log posterior: -3952.4242358015704 || Iter Time:0.012789011001586914 || Total time:27.46298623085022 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 9 || Log posterior: -3961.035580572404 || Iter Time:0.010417938232421875 || Total time:27.47340416908264 Iteration: 1936 || Clusters count: 9 || Log posterior: -3930.3297290797823 || Iter Time:0.012655019760131836 || Total time:27.486059188842773 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 9 || Log posterior: -3896.5449306650794 || Iter Time:0.010530948638916016 || Total time:27.49659013748169 Iteration: 1938 || Clusters count: 9 || Log posterior: -3859.819490263712 || Iter Time:0.01247715950012207 || Total time:27.50906729698181 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 9 || Log posterior: -3929.3982461400483 || Iter Time:0.01044321060180664 || Total time:27.519510507583618 Iteration: 1940 || Clusters count: 9 || Log posterior: -3900.2448840196466 || Iter Time:0.012714147567749023 || Total time:27.532224655151367 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 9 || Log posterior: -4000.481491980009 || Iter Time:0.010010957717895508 || Total time:27.542235612869263 Iteration: 1942 || Clusters count: 9 || Log posterior: -3965.5189519766836 || Iter Time:0.012517929077148438 || Total time:27.55475354194641 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 9 || Log posterior: -3996.6567512063384 || Iter Time:0.01026296615600586 || Total time:27.565016508102417 Iteration: 1944 || Clusters count: 9 || Log posterior: -3945.1379023009163 || Iter Time:0.01256108283996582 || Total time:27.577577590942383 Loading and distributing data: 0.000104 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 9 || Log posterior: -3957.885929258087 || Iter Time:0.01022195816040039 || Total time:27.587799549102783 Iteration: 1946 || Clusters count: 9 || Log posterior: -3909.4806911624087 || Iter Time:0.012788057327270508 || Total time:27.600587606430054 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 9 || Log posterior: -3949.4403308737596 || Iter Time:0.010618925094604492 || Total time:27.611206531524658 Iteration: 1948 || Clusters count: 9 || Log posterior: -3895.5619423603493 || Iter Time:0.012986898422241211 || Total time:27.6241934299469 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 9 || Log posterior: -3940.943048652577 || Iter Time:0.010833024978637695 || Total time:27.635026454925537 Iteration: 1950 || Clusters count: 9 || Log posterior: -3911.232451398001 || Iter Time:0.03381800651550293 || Total time:27.66884446144104 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 9 || Log posterior: -3950.0593484616725 || Iter Time:0.010473966598510742 || Total time:27.67931842803955 Iteration: 1952 || Clusters count: 9 || Log posterior: -3923.4563211393297 || Iter Time:0.012295961380004883 || Total time:27.691614389419556 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 9 || Log posterior: -3981.9212098825224 || Iter Time:0.010420083999633789 || Total time:27.70203447341919 Iteration: 1954 || Clusters count: 9 || Log posterior: -3957.6835339698487 || Iter Time:0.012764215469360352 || Total time:27.71479868888855 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 9 || Log posterior: -3991.1112500606177 || Iter Time:0.0106048583984375 || Total time:27.725403547286987 Iteration: 1956 || Clusters count: 9 || Log posterior: -3947.405366344996 || Iter Time:0.012865066528320312 || Total time:27.738268613815308 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 9 || Log posterior: -4016.8592133348084 || Iter Time:0.010180950164794922 || Total time:27.748449563980103 Iteration: 1958 || Clusters count: 9 || Log posterior: -3994.434924481593 || Iter Time:0.012799978256225586 || Total time:27.761249542236328 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 9 || Log posterior: -4033.8160421606935 || Iter Time:0.01022791862487793 || Total time:27.771477460861206 Iteration: 1960 || Clusters count: 9 || Log posterior: -3993.349868123179 || Iter Time:0.01252603530883789 || Total time:27.784003496170044 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 9 || Log posterior: -3982.9051521918354 || Iter Time:0.010895013809204102 || Total time:27.794898509979248 Iteration: 1962 || Clusters count: 9 || Log posterior: -3940.1668977132954 || Iter Time:0.013278961181640625 || Total time:27.80817747116089 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 9 || Log posterior: -3953.3718920646133 || Iter Time:0.01114201545715332 || Total time:27.819319486618042 Iteration: 1964 || Clusters count: 9 || Log posterior: -3930.0130644250135 || Iter Time:0.01335906982421875 || Total time:27.83267855644226 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 9 || Log posterior: -4004.1879259190787 || Iter Time:0.010589838027954102 || Total time:27.843268394470215 Iteration: 1966 || Clusters count: 9 || Log posterior: -3963.951312381587 || Iter Time:0.012810945510864258 || Total time:27.85607933998108 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 9 || Log posterior: -4031.4777103620063 || Iter Time:0.010194063186645508 || Total time:27.866273403167725 Iteration: 1968 || Clusters count: 9 || Log posterior: -3977.656843821107 || Iter Time:0.012550115585327148 || Total time:27.87882351875305 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 9 || Log posterior: -3989.1086277450277 || Iter Time:0.010246992111206055 || Total time:27.889070510864258 Iteration: 1970 || Clusters count: 9 || Log posterior: -3957.0935293997145 || Iter Time:0.012524127960205078 || Total time:27.901594638824463 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 9 || Log posterior: -4014.335887246146 || Iter Time:0.010463953018188477 || Total time:27.91205859184265 Iteration: 1972 || Clusters count: 9 || Log posterior: -3974.0619182295413 || Iter Time:0.012535810470581055 || Total time:27.924594402313232 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 9 || Log posterior: -3984.9648033389585 || Iter Time:0.010225057601928711 || Total time:27.93481945991516 Iteration: 1974 || Clusters count: 9 || Log posterior: -3942.6041288344577 || Iter Time:0.012619972229003906 || Total time:27.947439432144165 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 9 || Log posterior: -3983.272048062705 || Iter Time:0.01049494743347168 || Total time:27.957934379577637 Iteration: 1976 || Clusters count: 9 || Log posterior: -3924.615315854766 || Iter Time:0.012317895889282227 || Total time:27.97025227546692 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 9 || Log posterior: -3979.3261525117578 || Iter Time:0.009602069854736328 || Total time:27.979854345321655 Iteration: 1978 || Clusters count: 9 || Log posterior: -3938.9562780607694 || Iter Time:0.012181997299194336 || Total time:27.99203634262085 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 9 || Log posterior: -3977.4948492119975 || Iter Time:0.009775876998901367 || Total time:28.00181221961975 Iteration: 1980 || Clusters count: 9 || Log posterior: -3940.993403361098 || Iter Time:0.012346982955932617 || Total time:28.014159202575684 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 9 || Log posterior: -3942.902821313791 || Iter Time:0.009671926498413086 || Total time:28.023831129074097 Iteration: 1982 || Clusters count: 9 || Log posterior: -3928.106817211875 || Iter Time:0.011970996856689453 || Total time:28.035802125930786 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 9 || Log posterior: -3937.834622167501 || Iter Time:0.009697914123535156 || Total time:28.04550004005432 Iteration: 1984 || Clusters count: 9 || Log posterior: -3900.9670340425746 || Iter Time:0.012202978134155273 || Total time:28.057703018188477 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 9 || Log posterior: -3989.581848290689 || Iter Time:0.009688138961791992 || Total time:28.06739115715027 Iteration: 1986 || Clusters count: 9 || Log posterior: -3940.8500182823254 || Iter Time:0.01232004165649414 || Total time:28.079711198806763 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 9 || Log posterior: -3970.838366211048 || Iter Time:0.009802818298339844 || Total time:28.089514017105103 Iteration: 1988 || Clusters count: 9 || Log posterior: -3918.775655933185 || Iter Time:0.012235879898071289 || Total time:28.101749897003174 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 9 || Log posterior: -3984.9999647326504 || Iter Time:0.009891033172607422 || Total time:28.11164093017578 Iteration: 1990 || Clusters count: 9 || Log posterior: -3932.3563092759405 || Iter Time:0.012090921401977539 || Total time:28.12373185157776 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 9 || Log posterior: -3959.47074466758 || Iter Time:0.010236024856567383 || Total time:28.133967876434326 Iteration: 1992 || Clusters count: 9 || Log posterior: -3934.7765881662226 || Iter Time:0.012527942657470703 || Total time:28.146495819091797 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 9 || Log posterior: -3969.0172982912854 || Iter Time:0.010186910629272461 || Total time:28.15668272972107 Iteration: 1994 || Clusters count: 9 || Log posterior: -3926.4153956044483 || Iter Time:0.03209209442138672 || Total time:28.188774824142456 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 9 || Log posterior: -3950.5656540137466 || Iter Time:0.009827136993408203 || Total time:28.198601961135864 Iteration: 1996 || Clusters count: 9 || Log posterior: -3926.5537216806033 || Iter Time:0.012778043746948242 || Total time:28.211380004882812 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 9 || Log posterior: -4016.514536068008 || Iter Time:0.010986089706420898 || Total time:28.222366094589233 Iteration: 1998 || Clusters count: 9 || Log posterior: -3982.2165445088685 || Iter Time:0.012975215911865234 || Total time:28.2353413105011 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 9 || Log posterior: -3998.600632007235 || Iter Time:0.010291099548339844 || Total time:28.24563241004944 Iteration: 2000 || Clusters count: 9 || Log posterior: -3968.1659462851603 || Iter Time:0.012700080871582031 || Total time:28.25833249092102 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 9 || Log posterior: -3953.411995289188 || Iter Time:0.009736061096191406 || Total time:28.268068552017212 Iteration: 2002 || Clusters count: 9 || Log posterior: -3908.7227239595577 || Iter Time:0.012669086456298828 || Total time:28.28073763847351 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 9 || Log posterior: -3963.190561117656 || Iter Time:0.009796142578125 || Total time:28.290533781051636 Iteration: 2004 || Clusters count: 9 || Log posterior: -3914.572527179247 || Iter Time:0.012085199356079102 || Total time:28.302618980407715 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 9 || Log posterior: -3950.6482924410275 || Iter Time:0.009595870971679688 || Total time:28.312214851379395 Iteration: 2006 || Clusters count: 9 || Log posterior: -3920.482058462235 || Iter Time:0.012407064437866211 || Total time:28.32462191581726 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 9 || Log posterior: -3922.7258036031208 || Iter Time:0.009825944900512695 || Total time:28.334447860717773 Iteration: 2008 || Clusters count: 9 || Log posterior: -3881.87949047628 || Iter Time:0.012280941009521484 || Total time:28.346728801727295 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 9 || Log posterior: -3883.8618892197146 || Iter Time:0.00979304313659668 || Total time:28.35652184486389 Iteration: 2010 || Clusters count: 9 || Log posterior: -3847.0403659268172 || Iter Time:0.01220703125 || Total time:28.36872887611389 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 9 || Log posterior: -3909.1654880550186 || Iter Time:0.01020503044128418 || Total time:28.378933906555176 Iteration: 2012 || Clusters count: 9 || Log posterior: -3878.324664265292 || Iter Time:0.012403011322021484 || Total time:28.391336917877197 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 9 || Log posterior: -3959.6277285311867 || Iter Time:0.009649991989135742 || Total time:28.400986909866333 Iteration: 2014 || Clusters count: 9 || Log posterior: -3926.0061351665436 || Iter Time:0.012240886688232422 || Total time:28.413227796554565 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 9 || Log posterior: -3961.0623867464283 || Iter Time:0.009685993194580078 || Total time:28.422913789749146 Iteration: 2016 || Clusters count: 9 || Log posterior: -3926.5551626754173 || Iter Time:0.012336969375610352 || Total time:28.435250759124756 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 9 || Log posterior: -3939.837753316674 || Iter Time:0.009495019912719727 || Total time:28.444745779037476 Iteration: 2018 || Clusters count: 9 || Log posterior: -3912.178572262459 || Iter Time:0.011875152587890625 || Total time:28.456620931625366 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 9 || Log posterior: -3978.403417765306 || Iter Time:0.009505033493041992 || Total time:28.466125965118408 Iteration: 2020 || Clusters count: 9 || Log posterior: -3930.1759084963046 || Iter Time:0.011894941329956055 || Total time:28.478020906448364 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 9 || Log posterior: -3967.190892232959 || Iter Time:0.009673118591308594 || Total time:28.487694025039673 Iteration: 2022 || Clusters count: 9 || Log posterior: -3894.5130371333707 || Iter Time:0.012163162231445312 || Total time:28.499857187271118 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 9 || Log posterior: -3981.6644521808576 || Iter Time:0.009663820266723633 || Total time:28.509521007537842 Iteration: 2024 || Clusters count: 9 || Log posterior: -3950.082835148102 || Iter Time:0.012130022048950195 || Total time:28.521651029586792 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 9 || Log posterior: -3985.1535353378895 || Iter Time:0.00972294807434082 || Total time:28.531373977661133 Iteration: 2026 || Clusters count: 9 || Log posterior: -3942.9828083398975 || Iter Time:0.01228022575378418 || Total time:28.543654203414917 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 9 || Log posterior: -3955.572943666748 || Iter Time:0.009649038314819336 || Total time:28.553303241729736 Iteration: 2028 || Clusters count: 9 || Log posterior: -3902.673934287851 || Iter Time:0.012069940567016602 || Total time:28.565373182296753 Avg NMI: 0.7885742178146726 Full NMI: 0.7786974858967823 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m28.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 194.78s PkgEval succeeded after 384.86s