Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.640 (0a970d81aa*) started at 2025-05-27T18:08:48.651 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.76s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [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 v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.12.1+1 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.12.0+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 4.47s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 77.1s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_WRUNmW/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_WRUNmW/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [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 v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+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: 3.626535 seconds (1.22 M allocations: 69.664 MiB, 99.91% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:15.348937034606934 || Total time:15.348937034606934 Iteration: 1 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.005231142044067383 || Total time:15.354168176651001 Iteration: 2 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.004987955093383789 || Total time:15.359156131744385 Iteration: 3 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.005402803421020508 || Total time:15.364558935165405 Iteration: 4 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.004987001419067383 || Total time:15.369545936584473 Iteration: 5 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.05584597587585449 || Total time:15.425391912460327 Iteration: 6 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.005136966705322266 || Total time:15.43052887916565 Iteration: 7 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.005112171173095703 || Total time:15.435641050338745 Iteration: 8 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.005052089691162109 || Total time:15.440693140029907 Iteration: 9 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.00477910041809082 || Total time:15.445472240447998 Iteration: 10 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.004868030548095703 || Total time:15.450340270996094 Iteration: 11 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.00479578971862793 || Total time:15.455136060714722 Iteration: 12 || Clusters count: 1 || Log posterior: -233160.53798629093 || Iter Time:0.0049669742584228516 || Total time:15.460103034973145 Iteration: 13 || Clusters count: 2 || Log posterior: -232616.6661694955 || Iter Time:3.7034339904785156 || Total time:19.16353702545166 Iteration: 14 || Clusters count: 2 || Log posterior: -232619.6974194955 || Iter Time:0.00583195686340332 || Total time:19.169368982315063 Iteration: 15 || Clusters count: 2 || Log posterior: -232632.18277341308 || Iter Time:0.005362987518310547 || Total time:19.174731969833374 Iteration: 16 || Clusters count: 2 || Log posterior: -232650.5411694955 || Iter Time:0.019433021545410156 || Total time:19.194164991378784 Iteration: 17 || Clusters count: 2 || Log posterior: -232620.53194240757 || Iter Time:0.007047891616821289 || Total time:19.201212882995605 Iteration: 18 || Clusters count: 2 || Log posterior: -232628.2987412741 || Iter Time:0.006527900695800781 || Total time:19.207740783691406 Iteration: 19 || Clusters count: 2 || Log posterior: -232640.41011827678 || Iter Time:0.006307125091552734 || Total time:19.21404790878296 Iteration: 20 || Clusters count: 2 || Log posterior: -232565.40576700025 || Iter Time:3.6168088912963867 || Total time:22.830856800079346 Loading and distributing data: 0.000910 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232664.3098211205 || Iter Time:0.03519320487976074 || Total time:22.866050004959106 Iteration: 22 || Clusters count: 2 || Log posterior: -232646.9645249329 || Iter Time:0.0056171417236328125 || Total time:22.87166714668274 Iteration: 23 || Clusters count: 2 || Log posterior: -232621.13484191263 || Iter Time:0.005681037902832031 || Total time:22.87734818458557 Iteration: 24 || Clusters count: 2 || Log posterior: -232604.5444039649 || Iter Time:0.005738973617553711 || Total time:22.883087158203125 Iteration: 25 || Clusters count: 2 || Log posterior: -232597.83451943533 || Iter Time:0.005581855773925781 || Total time:22.88866901397705 Iteration: 26 || Clusters count: 2 || Log posterior: -232572.37124670306 || Iter Time:0.005464076995849609 || Total time:22.8941330909729 Iteration: 27 || Clusters count: 2 || Log posterior: -232584.04173266675 || Iter Time:0.005522012710571289 || Total time:22.89965510368347 Iteration: 28 || Clusters count: 3 || Log posterior: -232308.2171469935 || Iter Time:0.007221221923828125 || Total time:22.9068763256073 Iteration: 29 || Clusters count: 3 || Log posterior: -232214.20936799288 || Iter Time:0.005810976028442383 || Total time:22.912687301635742 Iteration: 30 || Clusters count: 3 || Log posterior: -232171.1654100477 || Iter Time:0.005711078643798828 || Total time:22.91839838027954 Iteration: 31 || Clusters count: 3 || Log posterior: -232165.99260195426 || Iter Time:0.005883932113647461 || Total time:22.92428231239319 Iteration: 32 || Clusters count: 3 || Log posterior: -232167.9727701827 || Iter Time:0.005856990814208984 || Total time:22.930139303207397 Iteration: 33 || Clusters count: 3 || Log posterior: -232148.1271082836 || Iter Time:0.006006002426147461 || Total time:22.936145305633545 Iteration: 34 || Clusters count: 3 || Log posterior: -232150.75832899907 || Iter Time:0.03866291046142578 || Total time:22.97480821609497 Iteration: 35 || Clusters count: 3 || Log posterior: -232194.88426627647 || Iter Time:0.00592803955078125 || Total time:22.980736255645752 Iteration: 36 || Clusters count: 3 || Log posterior: -232181.9061277748 || Iter Time:0.0059239864349365234 || Total time:22.98666024208069 Iteration: 37 || Clusters count: 3 || Log posterior: -232183.19680585476 || Iter Time:0.005854129791259766 || Total time:22.99251437187195 Iteration: 38 || Clusters count: 3 || Log posterior: -232165.3855433372 || Iter Time:0.005652904510498047 || Total time:22.998167276382446 Iteration: 39 || Clusters count: 3 || Log posterior: -232152.64093802052 || Iter Time:0.005691051483154297 || Total time:23.0038583278656 Iteration: 40 || Clusters count: 3 || Log posterior: -232163.86779335965 || Iter Time:0.005658864974975586 || Total time:23.009517192840576 Iteration: 41 || Clusters count: 3 || Log posterior: -232104.70807765517 || Iter Time:0.005513906478881836 || Total time:23.015031099319458 Loading and distributing data: 0.000824 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -262149.920322723 || Iter Time:0.005898952484130859 || Total time:23.02093005180359 Iteration: 43 || Clusters count: 3 || Log posterior: -262136.18435832098 || Iter Time:0.0059850215911865234 || Total time:23.026915073394775 Iteration: 44 || Clusters count: 3 || Log posterior: -262113.86629319482 || Iter Time:0.005872964859008789 || Total time:23.032788038253784 Iteration: 45 || Clusters count: 3 || Log posterior: -262104.9596379153 || Iter Time:0.005888938903808594 || Total time:23.038676977157593 Iteration: 46 || Clusters count: 4 || Log posterior: -261831.98627372514 || Iter Time:0.006876945495605469 || Total time:23.0455539226532 Iteration: 47 || Clusters count: 4 || Log posterior: -261745.73712508517 || Iter Time:0.005928993225097656 || Total time:23.051482915878296 Iteration: 48 || Clusters count: 4 || Log posterior: -261755.92811146323 || Iter Time:0.006101131439208984 || Total time:23.057584047317505 Iteration: 49 || Clusters count: 4 || Log posterior: -261753.84202099405 || Iter Time:0.006231069564819336 || Total time:23.063815116882324 Iteration: 50 || Clusters count: 4 || Log posterior: -261735.9821294722 || Iter Time:0.006018161773681641 || Total time:23.069833278656006 Iteration: 51 || Clusters count: 4 || Log posterior: -261763.42449300364 || Iter Time:0.0063550472259521484 || Total time:23.076188325881958 Iteration: 52 || Clusters count: 4 || Log posterior: -261716.7144976334 || Iter Time:0.005951881408691406 || Total time:23.08214020729065 Iteration: 53 || Clusters count: 4 || Log posterior: -261718.53756888225 || Iter Time:0.006181955337524414 || Total time:23.088322162628174 Iteration: 54 || Clusters count: 4 || Log posterior: -261729.7797088665 || Iter Time:0.006085872650146484 || Total time:23.09440803527832 Iteration: 55 || Clusters count: 4 || Log posterior: -261743.3523375041 || Iter Time:0.006270885467529297 || Total time:23.10067892074585 Iteration: 56 || Clusters count: 5 || Log posterior: -261520.86920149045 || Iter Time:0.008239030838012695 || Total time:23.108917951583862 Iteration: 57 || Clusters count: 5 || Log posterior: -261497.51396920456 || Iter Time:0.006494045257568359 || Total time:23.11541199684143 Iteration: 58 || Clusters count: 5 || Log posterior: -261482.78575657593 || Iter Time:0.006407022476196289 || Total time:23.121819019317627 Iteration: 59 || Clusters count: 5 || Log posterior: -261468.68501250746 || Iter Time:0.006373882293701172 || Total time:23.128192901611328 Iteration: 60 || Clusters count: 6 || Log posterior: -260890.44581246117 || Iter Time:0.007922887802124023 || Total time:23.136115789413452 Iteration: 61 || Clusters count: 6 || Log posterior: -260756.36259355847 || Iter Time:0.9354979991912842 || Total time:24.071613788604736 Iteration: 62 || Clusters count: 6 || Log posterior: -260656.32628373214 || Iter Time:0.007624149322509766 || Total time:24.079237937927246 Loading and distributing data: 0.000942 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 6 || Log posterior: -261063.6313894929 || Iter Time:0.03852105140686035 || Total time:24.117758989334106 Iteration: 64 || Clusters count: 6 || Log posterior: -260997.04494716987 || Iter Time:0.007606029510498047 || Total time:24.125365018844604 Iteration: 65 || Clusters count: 6 || Log posterior: -260963.0257412548 || Iter Time:0.0076029300689697266 || Total time:24.132967948913574 Iteration: 66 || Clusters count: 6 || Log posterior: -260947.47013630986 || Iter Time:0.007359981536865234 || Total time:24.14032793045044 Iteration: 67 || Clusters count: 6 || Log posterior: -260915.68803784798 || Iter Time:0.007308006286621094 || Total time:24.14763593673706 Iteration: 68 || Clusters count: 6 || Log posterior: -260931.15067956195 || Iter Time:0.00728297233581543 || Total time:24.154918909072876 Iteration: 69 || Clusters count: 6 || Log posterior: -260939.68489839375 || Iter Time:0.007127046585083008 || Total time:24.16204595565796 Iteration: 70 || Clusters count: 6 || Log posterior: -260924.34969397978 || Iter Time:0.007358074188232422 || Total time:24.16940402984619 Iteration: 71 || Clusters count: 8 || Log posterior: -260399.20022696344 || Iter Time:0.010169029235839844 || Total time:24.17957305908203 Iteration: 72 || Clusters count: 8 || Log posterior: -260241.3961690647 || Iter Time:0.008068084716796875 || Total time:24.187641143798828 Iteration: 73 || Clusters count: 8 || Log posterior: -260214.89321128358 || Iter Time:0.008112907409667969 || Total time:24.195754051208496 Iteration: 74 || Clusters count: 8 || Log posterior: -260202.93853389734 || Iter Time:0.008208036422729492 || Total time:24.203962087631226 Iteration: 75 || Clusters count: 9 || Log posterior: -259860.13201999073 || Iter Time:0.008992195129394531 || Total time:24.21295428276062 Iteration: 76 || Clusters count: 9 || Log posterior: -259831.9074444151 || Iter Time:0.008291959762573242 || Total time:24.221246242523193 Iteration: 77 || Clusters count: 9 || Log posterior: -259826.30736420094 || Iter Time:0.008354902267456055 || Total time:24.22960114479065 Iteration: 78 || Clusters count: 9 || Log posterior: -259814.4486571288 || Iter Time:0.02495098114013672 || Total time:24.254552125930786 Iteration: 79 || Clusters count: 9 || Log posterior: -259832.46036847445 || Iter Time:0.00884699821472168 || Total time:24.263399124145508 Iteration: 80 || Clusters count: 9 || Log posterior: -259821.22877990396 || Iter Time:0.008383035659790039 || Total time:24.271782159805298 Iteration: 81 || Clusters count: 9 || Log posterior: -259799.2105437123 || Iter Time:0.00864100456237793 || Total time:24.280423164367676 Iteration: 82 || Clusters count: 9 || Log posterior: -259844.4597336285 || Iter Time:0.008450984954833984 || Total time:24.28887414932251 Iteration: 83 || Clusters count: 9 || Log posterior: -259749.58224098783 || Iter Time:0.008077144622802734 || Total time:24.296951293945312 Loading and distributing data: 0.000817 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 9 || Log posterior: -259824.09004630285 || Iter Time:0.00917196273803711 || Total time:24.30612325668335 Iteration: 85 || Clusters count: 9 || Log posterior: -259701.7723439615 || Iter Time:0.008098125457763672 || Total time:24.314221382141113 Iteration: 86 || Clusters count: 13 || Log posterior: -258120.83183411023 || Iter Time:0.011919021606445312 || Total time:24.32614040374756 Iteration: 87 || Clusters count: 14 || Log posterior: -257564.9157477028 || Iter Time:0.026491165161132812 || Total time:24.35263156890869 Iteration: 88 || Clusters count: 14 || Log posterior: -257471.77332067466 || Iter Time:0.010081052780151367 || Total time:24.362712621688843 Iteration: 89 || Clusters count: 14 || Log posterior: -257433.37993726518 || Iter Time:0.01458597183227539 || 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time:24.577407360076904 Iteration: 104 || Clusters count: 15 || Log posterior: -256877.42937155234 || Iter Time:0.013815879821777344 || Total time:24.59122323989868 Loading and distributing data: 0.000831 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 16 || Log posterior: -256412.10897226926 || Iter Time:0.022563934326171875 || Total time:24.613787174224854 Iteration: 106 || Clusters count: 17 || Log posterior: -255993.81193991116 || Iter Time:0.016793012619018555 || Total time:24.630580186843872 Iteration: 107 || Clusters count: 17 || Log posterior: -255966.81179625663 || Iter Time:0.016813039779663086 || Total time:24.647393226623535 Iteration: 108 || Clusters count: 17 || Log posterior: -255953.78063584535 || Iter Time:0.019208908081054688 || Total time:24.66660213470459 Iteration: 109 || Clusters count: 17 || Log posterior: -255953.4074430717 || Iter Time:0.015866994857788086 || Total time:24.682469129562378 Iteration: 110 || Clusters count: 17 || Log posterior: -255963.60105378393 || Iter Time:0.015838146209716797 || Total time:24.698307275772095 Iteration: 111 || Clusters count: 17 || Log posterior: -255939.27791931664 || Iter Time:0.0199739933013916 || Total time:24.718281269073486 Iteration: 112 || Clusters count: 17 || Log posterior: -255937.60134386845 || Iter Time:0.015954971313476562 || Total time:24.734236240386963 Iteration: 113 || Clusters count: 17 || Log posterior: -255944.0004567698 || Iter Time:0.015632152557373047 || Total time:24.749868392944336 Iteration: 114 || Clusters count: 17 || Log posterior: -255951.43945527513 || Iter Time:0.01590108871459961 || Total time:24.765769481658936 Iteration: 115 || Clusters count: 17 || Log posterior: -255943.50418834598 || Iter Time:0.01968693733215332 || Total time:24.78545641899109 Iteration: 116 || Clusters count: 18 || Log posterior: -255668.39153842392 || Iter Time:0.017177820205688477 || Total time:24.802634239196777 Iteration: 117 || Clusters count: 18 || Log posterior: -255662.73213396952 || Iter Time:0.016422033309936523 || Total time:24.819056272506714 Iteration: 118 || Clusters count: 18 || Log posterior: -255654.63413718 || Iter Time:0.01942896842956543 || Total time:24.83848524093628 Iteration: 119 || Clusters count: 18 || Log posterior: -255667.10732752216 || Iter Time:0.016373157501220703 || Total time:24.8548583984375 Iteration: 120 || Clusters count: 18 || Log posterior: -255650.58800524095 || Iter Time:0.017856121063232422 || Total time:24.872714519500732 Iteration: 121 || Clusters count: 18 || Log posterior: -255653.3708098419 || Iter Time:0.025877952575683594 || Total time:24.898592472076416 Iteration: 122 || Clusters count: 18 || Log posterior: -255659.43058373954 || Iter Time:0.018728971481323242 || Total time:24.91732144355774 Iteration: 123 || Clusters count: 18 || Log posterior: -255653.32994405463 || Iter Time:0.020256996154785156 || Total time:24.937578439712524 Iteration: 124 || Clusters count: 18 || Log posterior: -255654.56609775565 || Iter Time:0.023028135299682617 || Total time:24.960606575012207 Iteration: 125 || Clusters count: 18 || Log posterior: -255653.098727091 || Iter Time:0.018730878829956055 || Total time:24.979337453842163 Loading and distributing data: 0.000746 seconds (128 allocations: 395.992 KiB) Iteration: 126 || Clusters count: 18 || Log posterior: -255791.24780295888 || Iter Time:0.022787809371948242 || Total time:25.00212526321411 Iteration: 127 || Clusters count: 18 || Log posterior: -255766.6319057228 || Iter Time:0.020535945892333984 || Total time:25.022661209106445 Iteration: 128 || Clusters count: 18 || Log posterior: -255760.61068287535 || Iter Time:0.020699024200439453 || Total time:25.043360233306885 Iteration: 129 || Clusters count: 18 || Log posterior: -255757.5259097286 || Iter Time:0.02422308921813965 || Total time:25.067583322525024 Iteration: 130 || Clusters count: 18 || Log posterior: -255756.0439451973 || Iter Time:0.020364046096801758 || Total 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-254975.82587320794 || Iter Time:0.023129940032958984 || Total time:25.585741996765137 Iteration: 152 || Clusters count: 20 || Log posterior: -254982.77202737593 || Iter Time:0.027208805084228516 || Total time:25.612950801849365 Iteration: 153 || Clusters count: 20 || Log posterior: -254973.18873596354 || Iter Time:0.023708105087280273 || Total time:25.636658906936646 Iteration: 154 || Clusters count: 20 || Log posterior: -254972.2340641598 || Iter Time:0.02745795249938965 || Total time:25.664116859436035 Iteration: 155 || Clusters count: 20 || Log posterior: -254972.2340641598 || Iter Time:0.022923946380615234 || Total time:25.68704080581665 Iteration: 156 || Clusters count: 20 || Log posterior: -254974.69794019824 || Iter Time:0.026887178421020508 || Total time:25.71392798423767 Iteration: 157 || Clusters count: 20 || Log posterior: -254976.0573417823 || Iter Time:0.023908138275146484 || Total time:25.737836122512817 Iteration: 158 || Clusters count: 20 || Log posterior: -254989.85693372798 || Iter Time:0.023283004760742188 || Total time:25.76111912727356 Iteration: 159 || Clusters count: 20 || Log posterior: -254971.9998668694 || Iter Time:0.0266568660736084 || Total time:25.787775993347168 Iteration: 160 || Clusters count: 20 || Log posterior: -254971.67338918528 || Iter Time:0.023586034774780273 || Total time:25.81136202812195 Iteration: 161 || Clusters count: 20 || Log posterior: -254972.33507370102 || Iter Time:0.02771282196044922 || Total time:25.839074850082397 Iteration: 162 || Clusters count: 20 || Log posterior: -254974.64223377613 || Iter Time:0.026445865631103516 || Total time:25.8655207157135 Iteration: 163 || Clusters count: 20 || Log posterior: -254974.7029334579 || Iter Time:0.02987217903137207 || Total time:25.895392894744873 Iteration: 164 || Clusters count: 20 || Log posterior: -254974.62810149576 || Iter Time:0.025704145431518555 || Total time:25.92109704017639 Iteration: 165 || Clusters count: 20 || Log posterior: -254981.79031574237 || Iter Time:0.026221036911010742 || Total time:25.947318077087402 Iteration: 166 || Clusters count: 20 || Log posterior: -254978.81775198085 || Iter Time:0.029481887817382812 || Total time:25.976799964904785 Iteration: 167 || Clusters count: 20 || Log posterior: -254973.57498472815 || Iter Time:0.023247957229614258 || Total time:26.0000479221344 Loading and distributing data: 0.000767 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254809.82205123839 || Iter Time:0.02886486053466797 || Total time:26.028912782669067 Iteration: 169 || Clusters count: 20 || Log posterior: -254788.21189959286 || Iter Time:0.023357868194580078 || Total time:26.052270650863647 Iteration: 170 || Clusters count: 20 || Log posterior: -254786.18479223415 || Iter Time:0.0269320011138916 || Total time:26.07920265197754 Iteration: 171 || Clusters count: 20 || Log posterior: -254788.46442852644 || Iter Time:0.02395009994506836 || Total 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time:26.455208778381348 Iteration: 186 || Clusters count: 20 || Log posterior: -254789.19438005344 || Iter Time:0.025902986526489258 || Total time:26.481111764907837 Iteration: 187 || Clusters count: 20 || Log posterior: -254789.7209579657 || Iter Time:0.029127120971679688 || Total time:26.510238885879517 Iteration: 188 || Clusters count: 20 || Log posterior: -254783.51018221554 || Iter Time:0.02438187599182129 || Total time:26.534620761871338 Loading and distributing data: 0.000835 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255157.01365011846 || Iter Time:0.028753042221069336 || Total time:26.563373804092407 Iteration: 190 || Clusters count: 20 || Log posterior: -255105.59292118234 || Iter Time:0.023962020874023438 || Total time:26.58733582496643 Iteration: 191 || Clusters count: 20 || Log posterior: -255085.361694497 || Iter Time:0.027630090713500977 || Total time:26.61496591567993 Iteration: 192 || Clusters count: 20 || Log posterior: -255088.7607227364 || Iter Time:0.025223970413208008 || Total time:26.64018988609314 Iteration: 193 || Clusters count: 20 || Log posterior: -255084.56940509737 || Iter Time:0.028049945831298828 || Total time:26.66823983192444 Iteration: 194 || Clusters count: 20 || Log posterior: -255088.10627727568 || Iter Time:0.02511882781982422 || Total time:26.693358659744263 Iteration: 195 || Clusters count: 20 || Log posterior: -255086.15300519706 || Iter Time:0.024850845336914062 || Total time:26.718209505081177 Iteration: 196 || Clusters count: 20 || Log posterior: -255086.66825015208 || Iter Time:0.02869105339050293 || Total time:26.74690055847168 Iteration: 197 || Clusters count: 20 || Log posterior: -255086.32108237338 || Iter Time:0.024747848510742188 || Total time:26.771648406982422 Iteration: 198 || Clusters count: 20 || Log posterior: -255081.17037685798 || Iter Time:0.02716994285583496 || Total time:26.798818349838257 Iteration: 199 || Clusters count: 20 || Log posterior: -255080.71822812464 || Iter Time:0.02435779571533203 || Total time:26.82317614555359 Iteration: 200 || Clusters count: 20 || Log posterior: -255094.7218225263 || Iter Time:0.02644205093383789 || Total time:26.849618196487427 Iteration: 201 || Clusters count: 20 || Log posterior: -255091.76602912397 || Iter Time:0.02364206314086914 || Total time:26.873260259628296 Iteration: 202 || Clusters count: 20 || Log posterior: -255085.41576276714 || Iter Time:0.023794889450073242 || Total time:26.89705514907837 Iteration: 203 || Clusters count: 20 || Log posterior: -255090.11486018714 || Iter Time:0.02751779556274414 || Total time:26.924572944641113 Iteration: 204 || Clusters count: 20 || Log posterior: -255093.4926402885 || Iter Time:0.024563074111938477 || Total time:26.94913601875305 Iteration: 205 || Clusters count: 20 || Log posterior: -255086.11098683666 || Iter Time:0.02950906753540039 || Total time:26.978645086288452 Iteration: 206 || Clusters count: 20 || Log posterior: -255082.84671989604 || Iter Time:0.024994850158691406 || Total time:27.003639936447144 Iteration: 207 || Clusters count: 20 || Log posterior: -255080.4502602314 || Iter Time:0.027822017669677734 || Total time:27.03146195411682 Iteration: 208 || Clusters count: 20 || Log posterior: -255080.28747093206 || Iter Time:0.02522897720336914 || Total time:27.05669093132019 Iteration: 209 || Clusters count: 20 || Log posterior: -255080.28747093206 || Iter Time:0.02728581428527832 || Total time:27.08397674560547 NMI: 0.7643171287621517 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m30.8s [25400, 100893, 32195, 5295, 66030, 21437, 23195, 38888, 16409, 34791, 112997, 105717, 14084, 191327, 57706, 41099, 46706, 34185, 14708, 16938] Loading and distributing data: 0.000271 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:5.004462003707886 || Total time:5.004462003707886 Iteration: 1 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.0021381378173828125 || Total time:5.0066001415252686 Iteration: 2 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.0017371177673339844 || Total time:5.0083372592926025 Iteration: 3 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.0016951560974121094 || Total time:5.010032415390015 Iteration: 4 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.0016949176788330078 || Total time:5.011727333068848 Iteration: 5 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.001714944839477539 || Total time:5.013442277908325 Iteration: 6 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.001817941665649414 || Total time:5.015260219573975 Iteration: 7 || Clusters count: 1 || Log posterior: -6664.407459892698 || Iter Time:0.0014679431915283203 || Total time:5.016728162765503 Iteration: 8 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.1799008846282959 || Total time:5.196629047393799 Iteration: 9 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.001989126205444336 || Total time:5.198618173599243 Iteration: 10 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.001947164535522461 || Total time:5.200565338134766 Iteration: 11 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.0018029212951660156 || Total time:5.202368259429932 Iteration: 12 || Clusters count: 2 || Log posterior: -6125.97617699142 || Iter Time:0.0016050338745117188 || Total time:5.203973293304443 Iteration: 13 || Clusters count: 2 || Log posterior: -6130.896031201384 || Iter Time:0.001569986343383789 || Total time:5.205543279647827 Iteration: 14 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.001538991928100586 || Total time:5.207082271575928 Iteration: 15 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.001538991928100586 || Total time:5.208621263504028 Iteration: 16 || Clusters count: 2 || Log posterior: -6125.672692137592 || Iter Time:0.0015189647674560547 || Total time:5.210140228271484 Iteration: 17 || Clusters count: 2 || Log posterior: -6123.740203804804 || Iter Time:0.0015139579772949219 || Total time:5.211654186248779 Iteration: 18 || Clusters count: 4 || Log posterior: -6084.549615395201 || Iter Time:0.0045201778411865234 || Total time:5.216174364089966 Iteration: 19 || Clusters count: 4 || Log posterior: -6088.065683141889 || Iter Time:0.0023360252380371094 || Total time:5.218510389328003 Iteration: 20 || Clusters count: 4 || Log posterior: -6070.17520283863 || Iter Time:0.0022630691528320312 || Total time:5.220773458480835 Iteration: 21 || Clusters count: 4 || Log posterior: -6075.946434209491 || Iter Time:0.0021979808807373047 || Total time:5.222971439361572 Iteration: 22 || Clusters count: 4 || Log posterior: -6058.894069118268 || Iter Time:0.0022411346435546875 || Total time:5.225212574005127 Iteration: 23 || Clusters count: 4 || Log posterior: -6065.124451286409 || Iter Time:0.0022809505462646484 || Total time:5.227493524551392 Iteration: 24 || Clusters count: 4 || Log posterior: -6048.132387344615 || Iter Time:0.0022819042205810547 || Total time:5.229775428771973 Iteration: 25 || Clusters count: 4 || Log posterior: -6058.0995457206145 || Iter Time:0.0022881031036376953 || Total time:5.23206353187561 Iteration: 26 || Clusters count: 4 || Log posterior: -6042.617129510361 || Iter Time:0.002463102340698242 || Total time:5.234526634216309 Iteration: 27 || Clusters count: 4 || Log posterior: -6050.966203712694 || Iter Time:0.0024979114532470703 || Total time:5.237024545669556 Iteration: 28 || Clusters count: 4 || Log posterior: -6057.46262906774 || Iter Time:0.09534192085266113 || Total time:5.332366466522217 Iteration: 29 || Clusters count: 5 || Log posterior: -6063.758939410835 || Iter Time:0.00577998161315918 || Total time:5.338146448135376 Iteration: 30 || Clusters count: 5 || Log posterior: -5942.972409232052 || Iter Time:1.1003201007843018 || Total time:6.438466548919678 false [4, 4, 4, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 2, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 5, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 5, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000259 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: -5809.470817387213 || Iter Time:0.032996177673339844 || Total time:6.471462726593018 Iteration: 32 || Clusters count: 5 || Log posterior: -5771.5597870903985 || Iter Time:0.005206108093261719 || Total time:6.476668834686279 Loading and distributing data: 0.000140 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 5 || Log posterior: -5012.609267500075 || Iter Time:0.0033979415893554688 || Total time:6.480066776275635 Iteration: 34 || Clusters count: 5 || Log posterior: -4925.856801260358 || Iter Time:0.005137920379638672 || Total time:6.485204696655273 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4781.303574154981 || Iter Time:0.004170894622802734 || Total time:6.489375591278076 Iteration: 36 || Clusters count: 6 || Log posterior: -4687.74753750854 || Iter Time:0.0057010650634765625 || Total time:6.495076656341553 Loading and distributing data: 0.000119 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4733.12966189952 || Iter Time:0.0035889148712158203 || Total time:6.4986655712127686 Iteration: 38 || Clusters count: 6 || Log posterior: -4661.653718329039 || Iter Time:0.005925178527832031 || Total time:6.504590749740601 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4725.170917504787 || Iter Time:0.003616809844970703 || Total time:6.508207559585571 Iteration: 40 || Clusters count: 6 || Log posterior: -4640.07696749596 || Iter Time:0.005820035934448242 || Total time:6.5140275955200195 Loading and distributing data: 0.000113 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4705.099853300605 || Iter Time:0.0037310123443603516 || Total time:6.51775860786438 Iteration: 42 || Clusters count: 6 || Log posterior: -4626.734050739444 || Iter Time:0.005925893783569336 || Total time:6.523684501647949 Loading and distributing data: 0.000115 seconds (128 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|| Clusters count: 9 || Log posterior: -4184.474624854326 || Iter Time:0.012478828430175781 || Total time:6.910527467727661 Loading and distributing data: 0.000149 seconds (128 allocations: 13.180 KiB) Iteration: 89 || Clusters count: 9 || Log posterior: -4239.285233713531 || Iter Time:0.008855104446411133 || Total time:6.919382572174072 Iteration: 90 || Clusters count: 9 || Log posterior: -4162.7290459086635 || Iter Time:0.012240171432495117 || Total time:6.931622743606567 Loading and distributing data: 0.000125 seconds (128 allocations: 13.180 KiB) Iteration: 91 || Clusters count: 9 || Log posterior: -4258.625290863792 || Iter Time:0.008740901947021484 || Total time:6.940363645553589 Iteration: 92 || Clusters count: 9 || Log posterior: -4203.795832044332 || Iter Time:0.012012958526611328 || Total time:6.9523766040802 Loading and distributing data: 0.000144 seconds (128 allocations: 13.180 KiB) Iteration: 93 || Clusters count: 9 || Log posterior: -4248.613698763152 || Iter 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Iteration: 769 || Clusters count: 10 || Log posterior: -4105.359774851312 || Iter Time:0.009124994277954102 || Total time:13.818315029144287 Iteration: 770 || Clusters count: 10 || Log posterior: -4059.2416669871977 || Iter Time:0.012264013290405273 || Total time:13.830579042434692 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 771 || Clusters count: 10 || Log posterior: -4116.760297340561 || Iter Time:0.00896000862121582 || Total time:13.839539051055908 Iteration: 772 || Clusters count: 10 || Log posterior: -4081.2028067422116 || Iter Time:0.013661861419677734 || Total time:13.853200912475586 Loading and distributing data: 0.000155 seconds (129 allocations: 13.195 KiB) Iteration: 773 || Clusters count: 10 || Log posterior: -4093.3699958124753 || Iter Time:0.011057853698730469 || Total time:13.864258766174316 Iteration: 774 || Clusters count: 10 || Log posterior: -4065.1808874648013 || Iter Time:0.012169837951660156 || Total 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Iteration: 857 || Clusters count: 10 || Log posterior: -4124.825745552606 || Iter Time:0.008741140365600586 || Total time:14.749995231628418 Iteration: 858 || Clusters count: 10 || Log posterior: -4070.368009811179 || Iter Time:0.011823892593383789 || Total time:14.761819124221802 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 859 || Clusters count: 10 || Log posterior: -4108.036022131573 || Iter Time:0.008733987808227539 || Total time:14.77055311203003 Iteration: 860 || Clusters count: 10 || Log posterior: -4035.525200658126 || Iter Time:0.011969804763793945 || Total time:14.782522916793823 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 861 || Clusters count: 10 || Log posterior: -4118.934018944089 || Iter Time:0.008814811706542969 || Total time:14.791337728500366 Iteration: 862 || Clusters count: 10 || Log posterior: -4046.0876469919526 || Iter Time:0.012029170989990234 || Total 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Time:0.009305953979492188 || Total time:24.797674894332886 Iteration: 1826 || Clusters count: 10 || Log posterior: -4072.0066177046606 || Iter Time:0.012858867645263672 || Total time:24.81053376197815 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1827 || Clusters count: 10 || Log posterior: -4086.2548643825967 || Iter Time:0.009702920913696289 || Total time:24.820236682891846 Iteration: 1828 || Clusters count: 10 || Log posterior: -4028.127198397029 || Iter Time:0.012531042098999023 || Total time:24.832767724990845 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1829 || Clusters count: 10 || Log posterior: -4067.714749168963 || Iter Time:0.009804010391235352 || Total time:24.84257173538208 Iteration: 1830 || Clusters count: 10 || Log posterior: -4012.8330708828 || Iter Time:0.01300501823425293 || Total time:24.855576753616333 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1831 || Clusters count: 10 || Log posterior: -4103.513959656205 || Iter Time:0.009702920913696289 || Total time:24.86527967453003 Iteration: 1832 || Clusters count: 10 || Log posterior: -4042.0784184356003 || Iter Time:0.012501001358032227 || Total time:24.87778067588806 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 10 || Log posterior: -4065.3882772024954 || Iter Time:0.009870052337646484 || Total time:24.887650728225708 Iteration: 1834 || Clusters count: 10 || Log posterior: -4041.410196502694 || Iter Time:0.012924909591674805 || Total time:24.900575637817383 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 10 || Log posterior: -4076.086813880579 || Iter Time:0.009516000747680664 || Total time:24.910091638565063 Iteration: 1836 || Clusters count: 10 || Log posterior: -4030.820043617269 || Iter Time:0.012772083282470703 || Total 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10 || Log posterior: -4066.038254311504 || Iter Time:0.012809991836547852 || Total time:24.990686893463135 Loading and distributing data: 0.000135 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 10 || Log posterior: -4166.027579397443 || Iter Time:0.009313821792602539 || Total time:25.000000715255737 Iteration: 1844 || Clusters count: 10 || Log posterior: -4099.351337737771 || Iter Time:0.012547969818115234 || Total time:25.012548685073853 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 10 || Log posterior: -4131.026892993812 || Iter Time:0.009840965270996094 || Total time:25.02238965034485 Iteration: 1846 || Clusters count: 10 || Log posterior: -4085.172034535756 || Iter Time:0.012464046478271484 || Total time:25.03485369682312 Loading and distributing data: 0.000143 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 10 || Log posterior: -4100.097702935621 || Iter 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Iteration: 1853 || Clusters count: 10 || Log posterior: -4114.732641046847 || Iter Time:0.009531021118164062 || Total time:25.111470699310303 Iteration: 1854 || Clusters count: 10 || Log posterior: -4055.8055118957614 || Iter Time:0.012919902801513672 || Total time:25.124390602111816 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 10 || Log posterior: -4133.036979315828 || Iter Time:0.009309053421020508 || Total time:25.133699655532837 Iteration: 1856 || Clusters count: 10 || Log posterior: -4080.0777166350604 || Iter Time:0.012667179107666016 || Total time:25.146366834640503 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 10 || Log posterior: -4133.487878204698 || Iter Time:0.009809017181396484 || Total time:25.1561758518219 Iteration: 1858 || Clusters count: 10 || Log posterior: -4084.4363111890602 || Iter Time:0.013153076171875 || Total 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|| Log posterior: -4060.912273154316 || Iter Time:0.012769937515258789 || Total time:25.236572265625 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 10 || Log posterior: -4176.937560110803 || Iter Time:0.03038501739501953 || Total time:25.26695728302002 Iteration: 1866 || Clusters count: 10 || Log posterior: -4124.604516357424 || Iter Time:0.012307167053222656 || Total time:25.279264450073242 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 10 || Log posterior: -4153.284611024686 || Iter Time:0.008731842041015625 || Total time:25.287996292114258 Iteration: 1868 || Clusters count: 10 || Log posterior: -4115.035480185616 || Iter Time:0.011568069458007812 || Total time:25.299564361572266 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 10 || Log posterior: -4123.445801932047 || Iter 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Iteration: 1875 || Clusters count: 10 || Log posterior: -4167.659358876413 || Iter Time:0.00952291488647461 || Total time:25.371955394744873 Iteration: 1876 || Clusters count: 10 || Log posterior: -4120.3569613139425 || Iter Time:0.01343083381652832 || Total time:25.3853862285614 Loading and distributing data: 0.000150 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 10 || Log posterior: -4168.985171214569 || Iter Time:0.010673999786376953 || Total time:25.39606022834778 Iteration: 1878 || Clusters count: 10 || Log posterior: -4095.3074516897505 || Iter Time:0.013047933578491211 || Total time:25.40910816192627 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 10 || Log posterior: -4105.725829072164 || Iter Time:0.009572029113769531 || Total time:25.41868019104004 Iteration: 1880 || Clusters count: 10 || Log posterior: -4066.9210068172924 || Iter Time:0.012668848037719727 || Total time:25.43134903907776 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 10 || Log posterior: -4124.112228368308 || Iter Time:0.009686946868896484 || Total time:25.441035985946655 Iteration: 1882 || Clusters count: 10 || Log posterior: -4070.603979438526 || Iter Time:0.012691974639892578 || Total time:25.453727960586548 Loading and distributing data: 0.000145 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 10 || Log posterior: -4115.318203428475 || Iter Time:0.014434099197387695 || Total time:25.468162059783936 Iteration: 1884 || Clusters count: 10 || Log posterior: -4067.9473080722755 || Iter Time:0.012052059173583984 || Total time:25.48021411895752 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 10 || Log posterior: -4078.0912909768676 || Iter Time:0.008857011795043945 || Total time:25.489071130752563 Iteration: 1886 || Clusters count: 10 || Log posterior: -4035.4914530090946 || Iter Time:0.012056827545166016 || Total time:25.50112795829773 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 10 || Log posterior: -4058.417794582389 || Iter Time:0.009103059768676758 || Total time:25.510231018066406 Iteration: 1888 || Clusters count: 10 || Log posterior: -4006.2503315975455 || Iter Time:0.012549161911010742 || Total time:25.522780179977417 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 10 || Log posterior: -4103.823683141636 || Iter Time:0.009281158447265625 || Total time:25.532061338424683 Iteration: 1890 || Clusters count: 10 || Log posterior: -4024.7973483679784 || Iter Time:0.012574911117553711 || Total time:25.544636249542236 Loading and distributing data: 0.000160 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 10 || Log posterior: -4102.338943561527 || Iter Time:0.00968313217163086 || Total time:25.554319381713867 Iteration: 1892 || Clusters count: 10 || Log posterior: -4048.5956477140517 || Iter Time:0.01285099983215332 || Total time:25.56717038154602 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 10 || Log posterior: -4129.371266883791 || Iter Time:0.009531021118164062 || Total time:25.576701402664185 Iteration: 1894 || Clusters count: 10 || Log posterior: -4064.1676780444795 || Iter Time:0.012672185897827148 || Total time:25.58937358856201 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 10 || Log posterior: -4150.7597367857425 || Iter Time:0.009476900100708008 || Total time:25.59885048866272 Iteration: 1896 || Clusters count: 10 || Log posterior: -4070.050082818788 || Iter Time:0.013154029846191406 || Total time:25.61200451850891 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 10 || Log posterior: -4103.119655658813 || Iter Time:0.009392976760864258 || Total time:25.621397495269775 Iteration: 1898 || Clusters count: 10 || Log posterior: -4058.483384102594 || Iter Time:0.012498140335083008 || Total time:25.63389563560486 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 10 || Log posterior: -4143.972869070951 || Iter Time:0.008831024169921875 || Total time:25.64272665977478 Iteration: 1900 || Clusters count: 10 || Log posterior: -4098.498371336719 || Iter Time:0.012449026107788086 || Total time:25.65517568588257 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 10 || Log posterior: -4168.774263296439 || Iter Time:0.009673118591308594 || Total time:25.664848804473877 Iteration: 1902 || Clusters count: 10 || Log posterior: -4107.2996968503985 || Iter Time:0.012682914733886719 || Total time:25.677531719207764 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 10 || Log posterior: -4140.638490963052 || Iter Time:0.009346961975097656 || Total time:25.68687868118286 Iteration: 1904 || Clusters count: 10 || Log posterior: -4085.306230076504 || Iter Time:0.012279987335205078 || Total time:25.699158668518066 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 10 || Log posterior: -4142.447111681533 || Iter Time:0.010807991027832031 || Total time:25.7099666595459 Iteration: 1906 || Clusters count: 10 || Log posterior: -4076.3527005238875 || Iter Time:0.012650012969970703 || Total time:25.72261667251587 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 10 || Log posterior: -4151.123092319232 || Iter Time:0.00898599624633789 || Total time:25.731602668762207 Iteration: 1908 || Clusters count: 10 || Log posterior: -4089.8614909088215 || Iter Time:0.012880086898803711 || Total time:25.74448275566101 Loading and distributing data: 0.000138 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 10 || Log posterior: -4139.466502038515 || Iter Time:0.009487152099609375 || Total time:25.75396990776062 Iteration: 1910 || Clusters count: 10 || Log posterior: -4077.647688692054 || Iter Time:0.03353309631347656 || Total time:25.787503004074097 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 10 || Log posterior: -4105.711653103358 || Iter Time:0.00904989242553711 || Total time:25.796552896499634 Iteration: 1912 || Clusters count: 10 || Log posterior: -4053.8767699220684 || Iter Time:0.01201319694519043 || Total time:25.808566093444824 Loading and distributing data: 0.000140 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 10 || Log posterior: -4146.572018936514 || Iter Time:0.009006023406982422 || Total time:25.817572116851807 Iteration: 1914 || Clusters count: 10 || Log posterior: -4085.7277243200597 || Iter Time:0.012089967727661133 || Total time:25.829662084579468 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 10 || Log posterior: -4137.022681955556 || Iter Time:0.008495092391967773 || Total time:25.838157176971436 Iteration: 1916 || Clusters count: 10 || Log posterior: -4077.459380256837 || Iter Time:0.012059926986694336 || Total time:25.85021710395813 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 10 || Log posterior: -4102.368370510744 || Iter Time:0.008723974227905273 || Total time:25.858941078186035 Iteration: 1918 || Clusters count: 10 || Log posterior: -4059.987438929228 || Iter Time:0.012066125869750977 || Total time:25.871007204055786 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 10 || Log posterior: -4069.286804906491 || Iter Time:0.009248971939086914 || Total time:25.880256175994873 Iteration: 1920 || Clusters count: 10 || Log posterior: -4040.0429320269686 || Iter Time:0.011976957321166992 || Total time:25.89223313331604 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 10 || Log posterior: -4103.648492473918 || Iter Time:0.008941888809204102 || Total time:25.901175022125244 Iteration: 1922 || Clusters count: 10 || Log posterior: -4055.8113021245854 || Iter Time:0.012411832809448242 || Total time:25.913586854934692 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 10 || Log posterior: -4111.26836420367 || Iter Time:0.009523153305053711 || Total time:25.923110008239746 Iteration: 1924 || Clusters count: 10 || Log posterior: -4043.6837076139136 || Iter Time:0.013067007064819336 || Total time:25.936177015304565 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 10 || Log posterior: -4047.5482206142383 || Iter Time:0.009387016296386719 || Total time:25.945564031600952 Iteration: 1926 || Clusters count: 10 || Log posterior: -4007.049132842348 || Iter Time:0.012470006942749023 || Total time:25.9580340385437 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 10 || Log posterior: -4138.255416864709 || Iter Time:0.009350061416625977 || Total time:25.967384099960327 Iteration: 1928 || Clusters count: 10 || Log posterior: -4067.2545855674634 || Iter Time:0.012676000595092773 || Total time:25.98006010055542 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 10 || Log posterior: -4170.357954109797 || Iter Time:0.009389877319335938 || Total time:25.989449977874756 Iteration: 1930 || Clusters count: 10 || Log posterior: -4120.067669280923 || Iter Time:0.012161016464233398 || Total time:26.00161099433899 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 10 || Log posterior: -4152.8030534540985 || Iter Time:0.009577035903930664 || Total time:26.01118803024292 Iteration: 1932 || Clusters count: 10 || Log posterior: -4102.018249229234 || Iter Time:0.012573003768920898 || Total time:26.02376103401184 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 10 || Log posterior: -4137.902699853193 || Iter Time:0.009636878967285156 || Total time:26.033397912979126 Iteration: 1934 || Clusters count: 10 || Log posterior: -4084.26182107061 || Iter Time:0.012577056884765625 || Total time:26.04597496986389 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 10 || Log posterior: -4124.339543037189 || Iter Time:0.009256839752197266 || Total time:26.05523180961609 Iteration: 1936 || Clusters count: 10 || Log posterior: -4079.2782441695126 || Iter Time:0.012400150299072266 || Total time:26.06763195991516 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 10 || Log posterior: -4143.0198698105105 || Iter Time:0.008989095687866211 || Total time:26.076621055603027 Iteration: 1938 || Clusters count: 10 || Log posterior: -4079.476181734111 || Iter Time:0.012048959732055664 || Total time:26.088670015335083 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 10 || Log posterior: -4127.028109926954 || Iter Time:0.009144067764282227 || Total time:26.097814083099365 Iteration: 1940 || Clusters count: 10 || Log posterior: -4062.95893229053 || Iter Time:0.012755870819091797 || Total time:26.110569953918457 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 10 || Log posterior: -4069.0214406255113 || Iter Time:0.009109973907470703 || Total time:26.119679927825928 Iteration: 1942 || Clusters count: 10 || Log posterior: -4029.933187939097 || Iter Time:0.012311935424804688 || Total time:26.131991863250732 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 10 || Log posterior: -4122.069629869951 || Iter Time:0.008918046951293945 || Total time:26.140909910202026 Iteration: 1944 || Clusters count: 10 || Log posterior: -4049.79380106099 || Iter Time:0.01202392578125 || Total time:26.152933835983276 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 10 || Log posterior: -4097.148236728384 || Iter Time:0.008897066116333008 || Total time:26.16183090209961 Iteration: 1946 || Clusters count: 10 || Log posterior: -4059.702128925478 || Iter Time:0.01312708854675293 || Total time:26.174957990646362 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 10 || Log posterior: -4079.8223240888833 || Iter Time:0.008852958679199219 || Total time:26.18381094932556 Iteration: 1948 || Clusters count: 10 || Log posterior: -4042.1339739524815 || Iter Time:0.012769937515258789 || Total time:26.19658088684082 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 10 || Log posterior: -4122.917813378051 || Iter Time:0.008929967880249023 || Total time:26.20551085472107 Iteration: 1950 || Clusters count: 10 || Log posterior: -4068.171757190719 || Iter Time:0.012445211410522461 || Total time:26.217956066131592 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 10 || Log posterior: -4101.580871892967 || Iter Time:0.009524106979370117 || Total time:26.227480173110962 Iteration: 1952 || Clusters count: 10 || Log posterior: -4047.3452285646026 || Iter Time:0.012196063995361328 || Total time:26.239676237106323 Loading and distributing data: 0.000141 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 10 || Log posterior: -4080.629622674777 || Iter Time:0.009034872055053711 || Total time:26.248711109161377 Iteration: 1954 || Clusters count: 10 || Log posterior: -4020.2956447737 || Iter Time:0.012559890747070312 || Total time:26.261270999908447 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 10 || Log posterior: -4050.8905128779115 || Iter Time:0.03029608726501465 || Total time:26.291567087173462 Iteration: 1956 || Clusters count: 10 || Log posterior: -4002.749918568334 || Iter Time:0.011955022811889648 || Total time:26.30352210998535 Loading and distributing data: 0.000148 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 10 || Log posterior: -4101.678837014145 || Iter Time:0.008931159973144531 || Total time:26.312453269958496 Iteration: 1958 || Clusters count: 10 || Log posterior: -4040.9152756388003 || Iter Time:0.011898994445800781 || Total time:26.324352264404297 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 10 || Log posterior: -4167.078945808481 || Iter Time:0.0092010498046875 || Total time:26.333553314208984 Iteration: 1960 || Clusters count: 10 || Log posterior: -4114.8631572116465 || Iter Time:0.012293100357055664 || Total time:26.34584641456604 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 10 || Log posterior: -4185.999432728395 || Iter Time:0.009685039520263672 || Total time:26.355531454086304 Iteration: 1962 || Clusters count: 10 || Log posterior: -4120.178850901304 || Iter Time:0.012490987777709961 || Total time:26.368022441864014 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 10 || Log posterior: -4151.818895650212 || Iter Time:0.009326934814453125 || Total time:26.377349376678467 Iteration: 1964 || Clusters count: 10 || Log posterior: -4098.006927137776 || Iter Time:0.012644052505493164 || Total time:26.38999342918396 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 10 || Log posterior: -4162.59884125952 || Iter Time:0.009647130966186523 || Total time:26.399640560150146 Iteration: 1966 || Clusters count: 10 || Log posterior: -4110.111192893775 || Iter Time:0.012861013412475586 || Total time:26.412501573562622 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 10 || Log posterior: -4175.208332238197 || Iter Time:0.009366989135742188 || Total time:26.421868562698364 Iteration: 1968 || Clusters count: 10 || Log posterior: -4118.432174649476 || Iter Time:0.012954950332641602 || Total time:26.434823513031006 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 10 || Log posterior: -4154.117417478282 || Iter Time:0.009207010269165039 || Total time:26.44403052330017 Iteration: 1970 || Clusters count: 10 || Log posterior: -4089.371175970303 || Iter Time:0.012373208999633789 || Total time:26.456403732299805 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 10 || Log posterior: -4112.7984178073275 || Iter Time:0.010033845901489258 || Total time:26.466437578201294 Iteration: 1972 || Clusters count: 10 || Log posterior: -4042.835587500117 || Iter Time:0.01246500015258789 || Total time:26.478902578353882 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 10 || Log posterior: -4122.268526895923 || Iter Time:0.009207010269165039 || Total time:26.488109588623047 Iteration: 1974 || Clusters count: 10 || Log posterior: -4064.6498076585403 || Iter Time:0.012283086776733398 || Total time:26.50039267539978 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 10 || Log posterior: -4110.545156019431 || Iter Time:0.009829044342041016 || Total time:26.51022171974182 Iteration: 1976 || Clusters count: 10 || Log posterior: -4065.4205121510777 || Iter Time:0.012791872024536133 || Total time:26.523013591766357 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 10 || Log posterior: -4150.486963225993 || Iter Time:0.009225845336914062 || Total time:26.53223943710327 Iteration: 1978 || Clusters count: 10 || Log posterior: -4111.22855390983 || Iter Time:0.012639999389648438 || Total time:26.54487943649292 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 10 || Log posterior: -4162.648152601275 || Iter Time:0.008788108825683594 || Total time:26.553667545318604 Iteration: 1980 || Clusters count: 10 || Log posterior: -4121.564236466678 || Iter Time:0.012133121490478516 || Total time:26.565800666809082 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 10 || Log posterior: -4151.735672848096 || Iter Time:0.009374141693115234 || Total time:26.575174808502197 Iteration: 1982 || Clusters count: 10 || Log posterior: -4100.666612247793 || Iter Time:0.012446880340576172 || Total time:26.587621688842773 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 10 || Log posterior: -4177.575237892059 || Iter Time:0.008914947509765625 || Total time:26.59653663635254 Iteration: 1984 || Clusters count: 10 || Log posterior: -4139.288689919496 || Iter Time:0.011914968490600586 || Total time:26.60845160484314 Loading and distributing data: 0.000142 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 10 || Log posterior: -4181.142814207695 || Iter Time:0.008870840072631836 || Total time:26.61732244491577 Iteration: 1986 || Clusters count: 10 || Log posterior: -4127.134228742888 || Iter Time:0.01203298568725586 || Total time:26.629355430603027 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 10 || Log posterior: -4182.18392346881 || Iter Time:0.008862972259521484 || Total time:26.63821840286255 Iteration: 1988 || Clusters count: 10 || Log posterior: -4134.72362519451 || Iter Time:0.012672901153564453 || Total time:26.650891304016113 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 10 || Log posterior: -4154.021239685733 || Iter Time:0.00876307487487793 || Total time:26.65965437889099 Iteration: 1990 || Clusters count: 10 || Log posterior: -4091.687765718265 || Iter Time:0.012326955795288086 || Total time:26.67198133468628 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 10 || Log posterior: -4105.706427354838 || Iter Time:0.008942127227783203 || Total time:26.680923461914062 Iteration: 1992 || Clusters count: 10 || Log posterior: -4058.9924794473295 || Iter Time:0.012377023696899414 || Total time:26.693300485610962 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 10 || Log posterior: -4092.4490202599554 || Iter Time:0.009662151336669922 || Total time:26.702962636947632 Iteration: 1994 || Clusters count: 10 || Log posterior: -4049.0116558739064 || Iter Time:0.012462139129638672 || Total time:26.71542477607727 Loading and distributing data: 0.000124 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 10 || Log posterior: -4116.8894533321645 || Iter Time:0.009401082992553711 || Total time:26.724825859069824 Iteration: 1996 || Clusters count: 10 || Log posterior: -4036.304364915338 || Iter Time:0.012008190155029297 || Total time:26.736834049224854 Loading and distributing data: 0.000151 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 10 || Log posterior: -4071.09297755358 || Iter Time:0.009043216705322266 || Total time:26.745877265930176 Iteration: 1998 || Clusters count: 10 || Log posterior: -4013.280198126426 || Iter Time:0.012165069580078125 || Total time:26.758042335510254 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 10 || Log posterior: -4062.7409011812115 || Iter Time:0.009200811386108398 || Total time:26.767243146896362 Iteration: 2000 || Clusters count: 10 || Log posterior: -4020.6688010562148 || Iter Time:0.03337502479553223 || Total time:26.800618171691895 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 10 || Log posterior: -4134.62399600694 || Iter Time:0.009086132049560547 || Total time:26.809704303741455 Iteration: 2002 || Clusters count: 10 || Log posterior: -4101.544751301364 || Iter Time:0.012430906295776367 || Total time:26.82213521003723 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 10 || Log posterior: -4158.400625173437 || Iter Time:0.008695125579833984 || Total time:26.830830335617065 Iteration: 2004 || Clusters count: 10 || Log posterior: -4113.77184058389 || Iter Time:0.012343883514404297 || Total time:26.84317421913147 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 10 || Log posterior: -4113.818863700788 || Iter Time:0.009398937225341797 || Total time:26.85257315635681 Iteration: 2006 || Clusters count: 10 || Log posterior: -4058.5720305381287 || Iter Time:0.013005971908569336 || Total time:26.86557912826538 Loading and distributing data: 0.000153 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 10 || Log posterior: -4101.80692057043 || Iter Time:0.009706974029541016 || Total time:26.875286102294922 Iteration: 2008 || Clusters count: 10 || Log posterior: -4054.3684722644753 || Iter Time:0.012324810028076172 || Total time:26.887610912322998 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 10 || Log posterior: -4118.462378071451 || Iter Time:0.008865833282470703 || Total time:26.89647674560547 Iteration: 2010 || Clusters count: 10 || Log posterior: -4089.201098554514 || Iter Time:0.011938095092773438 || Total time:26.908414840698242 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 10 || Log posterior: -4164.774798230825 || Iter Time:0.009192228317260742 || Total time:26.917607069015503 Iteration: 2012 || Clusters count: 10 || Log posterior: -4097.7619106489665 || Iter Time:0.012174129486083984 || Total time:26.929781198501587 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 10 || Log posterior: -4162.2361586591815 || Iter Time:0.009268045425415039 || Total time:26.939049243927002 Iteration: 2014 || Clusters count: 10 || Log posterior: -4111.287600948879 || Iter Time:0.013103961944580078 || Total time:26.952153205871582 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 10 || Log posterior: -4115.229349993157 || Iter Time:0.008857965469360352 || Total time:26.961011171340942 Iteration: 2016 || Clusters count: 10 || Log posterior: -4065.0896327830965 || Iter Time:0.012189865112304688 || Total time:26.973201036453247 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 10 || Log posterior: -4142.917157349185 || Iter Time:0.009341955184936523 || Total time:26.982542991638184 Iteration: 2018 || Clusters count: 10 || Log posterior: -4066.4609196326646 || Iter Time:0.012124061584472656 || Total time:26.994667053222656 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 10 || Log posterior: -4091.45883967343 || Iter Time:0.009239912033081055 || Total time:27.003906965255737 Iteration: 2020 || Clusters count: 10 || Log posterior: -4048.7364783498874 || Iter Time:0.013512134552001953 || Total time:27.01741909980774 Loading and distributing data: 0.000129 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 10 || Log posterior: -4092.7978076377585 || Iter Time:0.009205818176269531 || Total time:27.02662491798401 Iteration: 2022 || Clusters count: 10 || Log posterior: -4040.979816418135 || Iter Time:0.01270914077758789 || Total time:27.039334058761597 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 10 || Log posterior: -4150.838948423185 || Iter Time:0.009222030639648438 || Total time:27.048556089401245 Iteration: 2024 || Clusters count: 10 || Log posterior: -4094.6115291770993 || Iter Time:0.012362003326416016 || Total time:27.06091809272766 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 10 || Log posterior: -4140.238606401492 || Iter Time:0.008772134780883789 || Total time:27.069690227508545 Iteration: 2026 || Clusters count: 10 || Log posterior: -4078.4038343921793 || Iter Time:0.012687921524047852 || Total time:27.082378149032593 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 10 || Log posterior: -4125.527394995254 || Iter Time:0.008893966674804688 || Total time:27.091272115707397 Iteration: 2028 || Clusters count: 10 || Log posterior: -4059.544651177463 || Iter Time:0.012268781661987305 || Total time:27.103540897369385 Avg NMI: 0.8297893189638935 Full NMI: 0.8162974621202284 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m15.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 187.07s PkgEval succeeded after 294.25s