Package evaluation to test DPMMSubClustersStreaming on Julia 1.12.4 (422f456051*) started at 2026-01-29T07:40:48.531 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.12` Set-up completed after 8.14s ################################################################################ # 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` [1520ce14] + AbstractTrees v0.4.5 [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.26.0 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.18.1 [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 v0.6.9 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.1 [1a297f60] + FillArrays v1.16.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.3 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.1 [ec8451be] + KernelFunctions v0.10.67 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.26 [bac558e1] + OrderedCollections v1.8.1 ⌃ [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.1 [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 v0.9.0 [a2af1166] + SortingAlgorithms v1.2.2 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.2 [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 v1.12.1 [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 v8.15.0+0 [e37daf67] + LibGit2_jll v1.9.0+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.11.4 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [bea87d4a] + SuiteSparse_jll v7.8.3+2 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.64.0+1 [3f19e933] + p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.91s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 23712.5 ms ✓ Clustering 18129.0 ms ✓ KernelFunctions 65696.4 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 111 seconds. 100 already precompiled. Precompilation completed after 126.95s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_MgOsmo/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.9 [31c24e10] Distributions v0.25.123 [ec8451be] KernelFunctions v0.10.67 [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_MgOsmo/Manifest.toml` [1520ce14] AbstractTrees v0.4.5 [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.26.0 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.18.1 [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 v0.6.9 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.1 [1a297f60] FillArrays v1.16.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.3 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.1 [ec8451be] KernelFunctions v0.10.67 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.26 [bac558e1] OrderedCollections v1.8.1 ⌃ [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.3 [21216c6a] Preferences v1.5.1 [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 v0.9.0 [a2af1166] SortingAlgorithms v1.2.2 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.16 [1e83bf80] StaticArraysCore v1.4.4 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.8.0 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.2 [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 v1.12.1 [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 v8.15.0+0 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.11.4 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.64.0+1 [3f19e933] p7zip_jll v17.7.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Loading and distributing data: 3.736114 seconds (1.28 M allocations: 70.385 MiB, 99.90% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:19.65789008140564 || Total time:19.65789008140564 Iteration: 1 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.006259918212890625 || Total time:19.66414999961853 Iteration: 2 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005872011184692383 || Total time:19.670022010803223 Iteration: 3 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005759000778198242 || Total time:19.67578101158142 Iteration: 4 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.0057201385498046875 || Total time:19.681501150131226 Iteration: 5 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005722999572753906 || Total time:19.68722414970398 Iteration: 6 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005784034729003906 || Total time:19.693008184432983 Iteration: 7 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005702972412109375 || Total time:19.698711156845093 Iteration: 8 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005824089050292969 || Total time:19.704535245895386 Iteration: 9 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005613803863525391 || Total time:19.71014904975891 Iteration: 10 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005506992340087891 || Total time:19.715656042099 Iteration: 11 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005589962005615234 || Total time:19.721246004104614 Iteration: 12 || Clusters count: 1 || Log posterior: -233056.10048629093 || Iter Time:0.005702018737792969 || Total time:19.726948022842407 Iteration: 13 || Clusters count: 2 || Log posterior: -232736.5551380088 || Iter Time:4.120296001434326 || Total time:23.847244024276733 Iteration: 14 || Clusters count: 2 || Log posterior: -232750.11713374237 || Iter Time:0.006880998611450195 || Total time:23.854125022888184 Iteration: 15 || Clusters count: 2 || Log posterior: -232749.97370937507 || Iter Time:0.006345033645629883 || Total time:23.860470056533813 Iteration: 16 || Clusters count: 2 || Log posterior: -232752.23844851513 || Iter Time:0.006300210952758789 || Total time:23.866770267486572 Iteration: 17 || Clusters count: 2 || Log posterior: -232724.54152431243 || Iter Time:0.006380796432495117 || Total time:23.873151063919067 Iteration: 18 || Clusters count: 2 || Log posterior: -232734.68773687162 || Iter Time:0.006023883819580078 || Total time:23.879174947738647 Iteration: 19 || Clusters count: 2 || Log posterior: -232735.47091237927 || Iter Time:0.006117105484008789 || Total time:23.885292053222656 Iteration: 20 || Clusters count: 2 || Log posterior: -232632.53342469857 || Iter Time:1.900637149810791 || Total time:25.785929203033447 Loading and distributing data: 0.001043 seconds (142 allocations: 396.039 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232950.12555618904 || Iter Time:0.11921405792236328 || Total time:25.90514326095581 Iteration: 22 || Clusters count: 2 || Log posterior: -232912.25740243698 || Iter Time:0.006646156311035156 || Total time:25.911789417266846 Iteration: 23 || Clusters count: 2 || Log posterior: -232871.24338622147 || Iter Time:0.006735086441040039 || Total time:25.918524503707886 Iteration: 24 || Clusters count: 2 || Log posterior: -232865.70912432042 || Iter Time:0.00690007209777832 || Total time:25.925424575805664 Iteration: 25 || Clusters count: 2 || Log posterior: -232854.38127802944 || Iter Time:0.00632786750793457 || Total time:25.9317524433136 Iteration: 26 || Clusters count: 2 || Log posterior: -232808.14520541992 || Iter Time:0.0064470767974853516 || Total time:25.938199520111084 Iteration: 27 || Clusters count: 2 || Log posterior: -232774.09516517422 || Iter Time:0.0062329769134521484 || Total time:25.944432497024536 Iteration: 28 || Clusters count: 3 || Log posterior: -232294.27227852374 || Iter Time:0.007850885391235352 || Total time:25.95228338241577 Iteration: 29 || Clusters count: 3 || Log posterior: -232123.03300664597 || Iter Time:0.006613969802856445 || Total time:25.958897352218628 Iteration: 30 || Clusters count: 3 || Log posterior: -232100.01633190663 || Iter Time:0.006361961364746094 || Total time:25.965259313583374 Iteration: 31 || Clusters count: 3 || Log posterior: -232076.0961748035 || Iter Time:0.006548881530761719 || Total time:25.971808195114136 Iteration: 32 || Clusters count: 3 || Log posterior: -232063.4321655955 || Iter Time:0.006563901901245117 || Total time:25.97837209701538 Iteration: 33 || Clusters count: 3 || Log posterior: -232067.35164238105 || Iter Time:0.0065228939056396484 || Total time:25.98489499092102 Iteration: 34 || Clusters count: 3 || Log posterior: -232040.1892231315 || Iter Time:0.0065610408782958984 || Total time:25.991456031799316 Iteration: 35 || Clusters count: 3 || Log posterior: -232037.12426263027 || Iter Time:0.006751060485839844 || Total time:25.998207092285156 Iteration: 36 || Clusters count: 3 || Log posterior: -232016.6421934202 || Iter Time:0.007064104080200195 || Total time:26.005271196365356 Iteration: 37 || Clusters count: 3 || Log posterior: -231991.09420504823 || Iter Time:0.007096052169799805 || Total time:26.012367248535156 Iteration: 38 || Clusters count: 3 || Log posterior: -231958.19233865742 || Iter Time:0.0072481632232666016 || Total time:26.019615411758423 Iteration: 39 || Clusters count: 3 || Log posterior: -231943.45318076553 || Iter Time:0.0078051090240478516 || Total time:26.02742052078247 Iteration: 40 || Clusters count: 3 || Log posterior: -231939.99791939487 || Iter Time:0.007398843765258789 || Total time:26.03481936454773 Iteration: 41 || Clusters count: 3 || Log posterior: -231935.40469923557 || Iter Time:0.007227897644042969 || Total time:26.042047262191772 Loading and distributing data: 0.000825 seconds (142 allocations: 396.039 KiB) Iteration: 42 || Clusters count: 3 || Log posterior: -261948.25234746502 || Iter Time:0.006659984588623047 || Total time:26.048707246780396 Iteration: 43 || Clusters count: 3 || Log posterior: -261878.50639410608 || Iter Time:0.00758814811706543 || Total time:26.05629539489746 Iteration: 44 || Clusters count: 3 || Log posterior: -261881.51757675115 || Iter Time:0.00637507438659668 || Total time:26.062670469284058 Iteration: 45 || Clusters count: 3 || Log posterior: -261876.5959173126 || Iter Time:0.007007122039794922 || Total time:26.069677591323853 Iteration: 46 || Clusters count: 3 || Log posterior: -261877.3587669288 || Iter Time:0.00740504264831543 || Total time:26.077082633972168 Iteration: 47 || Clusters count: 3 || Log posterior: -261874.16131766114 || Iter Time:0.007445096969604492 || Total time:26.084527730941772 Iteration: 48 || Clusters count: 3 || Log posterior: -261874.01784113568 || Iter Time:0.007305145263671875 || Total time:26.091832876205444 Iteration: 49 || Clusters count: 3 || Log posterior: -261878.5220551696 || Iter Time:0.007597923278808594 || Total time:26.099430799484253 Iteration: 50 || Clusters count: 3 || Log posterior: -261875.11354426068 || Iter Time:0.0073168277740478516 || Total time:26.1067476272583 Iteration: 51 || Clusters count: 3 || Log posterior: -261873.7646139061 || Iter Time:0.007405996322631836 || Total time:26.114153623580933 Iteration: 52 || Clusters count: 4 || Log posterior: -261429.2098752731 || Iter Time:0.03868293762207031 || Total time:26.152836561203003 Iteration: 53 || Clusters count: 4 || Log posterior: -261388.51396370144 || Iter Time:0.007128000259399414 || Total time:26.159964561462402 Iteration: 54 || Clusters count: 4 || Log posterior: -261386.3281651563 || Iter Time:0.007218837738037109 || Total time:26.16718339920044 Iteration: 55 || Clusters count: 4 || Log posterior: -261390.0381260938 || Iter Time:0.007029056549072266 || Total time:26.17421245574951 Iteration: 56 || Clusters count: 4 || Log posterior: -261389.91045038955 || Iter Time:0.006785154342651367 || Total time:26.180997610092163 Iteration: 57 || Clusters count: 5 || Log posterior: -260942.74314168183 || Iter Time:0.009640932083129883 || Total time:26.190638542175293 Iteration: 58 || Clusters count: 5 || Log posterior: -260943.96824755217 || Iter Time:0.007266044616699219 || Total time:26.197904586791992 Iteration: 59 || Clusters count: 5 || Log posterior: -260927.44837286338 || Iter Time:0.006944894790649414 || Total time:26.20484948158264 Iteration: 60 || Clusters count: 5 || Log posterior: -260934.82270862337 || Iter Time:0.0070950984954833984 || Total time:26.211944580078125 Iteration: 61 || Clusters count: 5 || Log posterior: -260921.20524173393 || Iter Time:0.006903171539306641 || Total time:26.21884775161743 Iteration: 62 || Clusters count: 5 || Log posterior: -260868.8602371927 || Iter Time:0.006863832473754883 || Total time:26.225711584091187 Loading and distributing data: 0.000816 seconds (142 allocations: 396.039 KiB) Iteration: 63 || Clusters count: 5 || Log posterior: -261081.46637538756 || Iter Time:0.00771784782409668 || Total time:26.233429431915283 Iteration: 64 || Clusters count: 5 || Log posterior: -261047.0360179786 || Iter Time:0.007375955581665039 || Total time:26.24080538749695 Iteration: 65 || Clusters count: 5 || Log posterior: -261047.0075240669 || Iter Time:0.006991863250732422 || Total time:26.24779725074768 Iteration: 66 || Clusters count: 5 || Log posterior: -261057.3622992402 || Iter Time:0.006994009017944336 || Total time:26.254791259765625 Iteration: 67 || Clusters count: 5 || Log posterior: -261048.2441336559 || Iter Time:1.1619091033935547 || Total time:27.41670036315918 Iteration: 68 || Clusters count: 5 || Log posterior: -261025.85130501885 || Iter Time:0.007973194122314453 || Total time:27.424673557281494 Iteration: 69 || Clusters count: 5 || Log posterior: -261024.56069760298 || Iter Time:0.007895946502685547 || Total time:27.43256950378418 Iteration: 70 || Clusters count: 5 || Log posterior: -261039.37077335184 || Iter Time:0.0076749324798583984 || Total time:27.440244436264038 Iteration: 71 || Clusters count: 5 || Log posterior: -261053.86644369122 || Iter Time:0.007631063461303711 || Total time:27.447875499725342 Iteration: 72 || Clusters count: 7 || Log posterior: -260753.1845503366 || Iter Time:0.01161813735961914 || Total time:27.45949363708496 Iteration: 73 || Clusters count: 7 || Log posterior: -260604.49564806372 || Iter Time:0.029045820236206055 || Total time:27.488539457321167 Iteration: 74 || Clusters count: 7 || Log posterior: -260599.33312708497 || Iter Time:0.008659839630126953 || Total time:27.497199296951294 Iteration: 75 || Clusters count: 7 || Log posterior: -260556.44722140647 || Iter Time:0.008656024932861328 || Total time:27.505855321884155 Iteration: 76 || Clusters count: 7 || Log posterior: -260549.49290698385 || Iter Time:0.008527040481567383 || Total time:27.514382362365723 Iteration: 77 || Clusters count: 7 || Log posterior: -260561.51010970058 || Iter Time:0.008528947830200195 || Total time:27.522911310195923 Iteration: 78 || Clusters count: 7 || Log posterior: -260541.7237883615 || Iter Time:0.008521080017089844 || Total time:27.531432390213013 Iteration: 79 || Clusters count: 7 || Log posterior: -260556.83754915372 || Iter Time:0.008244037628173828 || Total time:27.539676427841187 Iteration: 80 || Clusters count: 7 || Log posterior: -260556.96804173334 || Iter Time:0.008471012115478516 || Total time:27.548147439956665 Iteration: 81 || Clusters count: 7 || Log posterior: -260531.64011583646 || Iter Time:0.008385896682739258 || Total time:27.556533336639404 Iteration: 82 || Clusters count: 7 || Log posterior: -260534.58397880115 || Iter Time:0.008646011352539062 || Total time:27.565179347991943 Iteration: 83 || Clusters count: 7 || Log posterior: -260456.401017792 || Iter Time:0.008265972137451172 || Total time:27.573445320129395 Loading and distributing data: 0.000857 seconds (142 allocations: 396.039 KiB) Iteration: 84 || Clusters count: 7 || Log posterior: -260417.41440477833 || Iter Time:0.008738994598388672 || Total time:27.582184314727783 Iteration: 85 || Clusters count: 7 || Log posterior: -260375.4565194402 || Iter Time:0.008520841598510742 || Total time:27.590705156326294 Iteration: 86 || Clusters count: 7 || Log posterior: -260343.48848742983 || Iter Time:0.008595943450927734 || Total time:27.59930109977722 Iteration: 87 || Clusters count: 11 || Log posterior: -259326.10378833307 || Iter Time:0.013881921768188477 || Total time:27.61318302154541 Iteration: 88 || Clusters count: 11 || Log posterior: -258726.42718620168 || Iter Time:0.03951597213745117 || Total time:27.65269899368286 Iteration: 89 || Clusters count: 11 || Log posterior: -258603.8157435414 || Iter 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count: 16 || Log posterior: -256264.22900658875 || Iter Time:0.016763925552368164 || Total time:28.00517773628235 Iteration: 118 || Clusters count: 16 || Log posterior: -256256.364844339 || Iter Time:0.012677192687988281 || Total time:28.017854928970337 Iteration: 119 || Clusters count: 16 || Log posterior: -256275.2583039849 || Iter Time:0.012397050857543945 || Total time:28.03025197982788 Iteration: 120 || Clusters count: 16 || Log posterior: -256258.62784898447 || Iter Time:0.016022920608520508 || Total time:28.0462749004364 Iteration: 121 || Clusters count: 16 || Log posterior: -256247.213122677 || Iter Time:0.018676042556762695 || Total time:28.064950942993164 Iteration: 122 || Clusters count: 16 || Log posterior: -256243.02213444537 || Iter Time:0.024007081985473633 || Total time:28.088958024978638 Iteration: 123 || Clusters count: 16 || Log posterior: -256245.53724931166 || Iter Time:0.022511959075927734 || Total time:28.111469984054565 Iteration: 124 || Clusters count: 16 || Log posterior: -256248.92648295904 || Iter Time:0.021853923797607422 || Total time:28.133323907852173 Iteration: 125 || Clusters count: 16 || Log posterior: -256234.48347694604 || Iter Time:0.023220062255859375 || Total time:28.156543970108032 Loading and distributing data: 0.000862 seconds (142 allocations: 396.039 KiB) Iteration: 126 || Clusters count: 19 || Log posterior: -255715.22011460428 || Iter Time:0.0213470458984375 || Total time:28.17789101600647 Iteration: 127 || Clusters count: 19 || Log posterior: -255491.12851264648 || Iter Time:0.019207000732421875 || Total time:28.19709801673889 Iteration: 128 || Clusters count: 19 || Log posterior: -255430.60374811408 || Iter Time:0.01811814308166504 || Total time:28.215216159820557 Iteration: 129 || Clusters count: 19 || Log posterior: -255431.45378928978 || Iter Time:0.023849964141845703 || Total time:28.239066123962402 Iteration: 130 || Clusters count: 19 || Log posterior: -255423.93123955606 || Iter Time:0.02006220817565918 || 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posterior: -255383.0948763127 || Iter Time:0.02441883087158203 || Total time:28.732571125030518 Iteration: 152 || Clusters count: 20 || Log posterior: -255386.7734059588 || Iter Time:0.02897191047668457 || Total time:28.761543035507202 Iteration: 153 || Clusters count: 20 || Log posterior: -255385.31447067505 || Iter Time:0.025133848190307617 || Total time:28.78667688369751 Iteration: 154 || Clusters count: 20 || Log posterior: -255304.3404955389 || Iter Time:0.024811983108520508 || Total time:28.81148886680603 Iteration: 155 || Clusters count: 20 || Log posterior: -255297.19584960985 || Iter Time:0.026888132095336914 || Total time:28.838376998901367 Iteration: 156 || Clusters count: 20 || Log posterior: -255293.47195166914 || Iter Time:0.02301502227783203 || Total time:28.8613920211792 Iteration: 157 || Clusters count: 20 || Log posterior: -255299.04055250762 || Iter Time:0.023401975631713867 || Total time:28.884793996810913 Iteration: 158 || Clusters count: 20 || Log posterior: 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-255303.79472347532 || Iter Time:0.029722929000854492 || Total time:29.090341567993164 Iteration: 166 || Clusters count: 20 || Log posterior: -255294.9860707356 || Iter Time:0.024340152740478516 || Total time:29.114681720733643 Iteration: 167 || Clusters count: 20 || Log posterior: -255292.9221416308 || Iter Time:0.023250102996826172 || Total time:29.13793182373047 Loading and distributing data: 0.000764 seconds (142 allocations: 396.039 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -255364.0885616007 || Iter Time:0.02900099754333496 || Total time:29.166932821273804 Iteration: 169 || Clusters count: 20 || Log posterior: -255338.87888409072 || Iter Time:0.026041030883789062 || Total time:29.192973852157593 Iteration: 170 || Clusters count: 20 || Log posterior: -255326.14641571 || Iter Time:0.0321650505065918 || Total time:29.225138902664185 Iteration: 171 || Clusters count: 20 || Log posterior: -255329.13162685194 || Iter Time:0.027493953704833984 || Total 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time:29.654415130615234 Iteration: 186 || Clusters count: 20 || Log posterior: -255326.96197416718 || Iter Time:0.026485204696655273 || Total time:29.68090033531189 Iteration: 187 || Clusters count: 20 || Log posterior: -255327.3667513723 || Iter Time:0.027007102966308594 || Total time:29.7079074382782 Iteration: 188 || Clusters count: 20 || Log posterior: -255324.24880647127 || Iter Time:0.02788400650024414 || Total time:29.735791444778442 Loading and distributing data: 0.000742 seconds (142 allocations: 396.039 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -255602.93048347492 || Iter Time:0.028723955154418945 || Total time:29.76451539993286 Iteration: 190 || Clusters count: 20 || Log posterior: -255566.5930156416 || Iter Time:0.032327890396118164 || Total time:29.79684329032898 Iteration: 191 || Clusters count: 20 || Log posterior: -255567.35371259955 || Iter Time:0.02895212173461914 || Total time:29.8257954120636 Iteration: 192 || Clusters count: 20 || Log posterior: -255574.03765245478 || Iter Time:0.02843308448791504 || Total time:29.854228496551514 Iteration: 193 || Clusters count: 20 || Log posterior: -255563.63650089368 || Iter Time:0.05718183517456055 || Total time:29.911410331726074 Iteration: 194 || Clusters count: 20 || Log posterior: -255566.91559185373 || Iter Time:0.030315876007080078 || Total time:29.941726207733154 Iteration: 195 || Clusters count: 20 || Log posterior: -255566.64506681456 || Iter Time:0.028766155242919922 || Total time:29.970492362976074 Iteration: 196 || Clusters count: 20 || Log posterior: -255575.57951468186 || Iter Time:0.03180408477783203 || Total time:30.002296447753906 Iteration: 197 || Clusters count: 20 || Log posterior: -255564.1125478251 || Iter Time:0.027740001678466797 || Total time:30.030036449432373 Iteration: 198 || Clusters count: 20 || Log posterior: -255569.42341255653 || Iter Time:0.027390003204345703 || Total time:30.05742645263672 Iteration: 199 || Clusters count: 20 || Log posterior: -255569.63759886744 || Iter Time:0.03073716163635254 || Total time:30.08816361427307 Iteration: 200 || Clusters count: 20 || Log posterior: -255573.00076547713 || Iter Time:0.026981115341186523 || Total time:30.115144729614258 Iteration: 201 || Clusters count: 20 || Log posterior: -255575.6605838963 || Iter Time:0.02740001678466797 || Total time:30.142544746398926 Iteration: 202 || Clusters count: 20 || Log posterior: -255571.9670379447 || Iter Time:0.031157970428466797 || Total time:30.173702716827393 Iteration: 203 || Clusters count: 20 || Log posterior: -255577.31318963566 || Iter Time:0.027584075927734375 || Total time:30.201286792755127 Iteration: 204 || Clusters count: 20 || Log posterior: -255567.37878147117 || Iter Time:0.027235031127929688 || Total time:30.228521823883057 Iteration: 205 || Clusters count: 20 || Log posterior: -255566.76595235083 || Iter Time:0.03249692916870117 || Total time:30.261018753051758 Iteration: 206 || Clusters count: 20 || Log posterior: -255573.0609767965 || Iter Time:0.02793407440185547 || Total time:30.288952827453613 Iteration: 207 || Clusters count: 20 || Log posterior: -255567.89725835365 || Iter Time:0.031774044036865234 || Total time:30.32072687149048 Iteration: 208 || Clusters count: 20 || Log posterior: -255573.39385337665 || Iter Time:0.02869105339050293 || Total time:30.34941792488098 Iteration: 209 || Clusters count: 20 || Log posterior: -255567.0942886604 || Iter Time:0.024196147918701172 || Total time:30.373614072799683 NMI: 0.7159377304001996 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m27.3s [2848, 44577, 33226, 8656, 18731, 25872, 167322, 107578, 60754, 85096, 99842, 28582, 3687, 86305, 15880, 12742, 46490, 16921, 68700, 66191] Loading and distributing data: 0.000362 seconds (142 allocations: 13.227 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:3.9677541255950928 || Total time:3.9677541255950928 Iteration: 1 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.002134084701538086 || Total time:3.969888210296631 Iteration: 2 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0019199848175048828 || Total time:3.9718081951141357 Iteration: 3 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0020148754119873047 || Total time:3.973823070526123 Iteration: 4 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0018608570098876953 || Total time:3.9756839275360107 Iteration: 5 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0018579959869384766 || Total time:3.977541923522949 Iteration: 6 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0018720626831054688 || Total time:3.9794139862060547 Iteration: 7 || Clusters count: 1 || Log posterior: -6756.97168674875 || Iter Time:0.0016980171203613281 || Total time:3.981112003326416 Iteration: 8 || Clusters count: 2 || Log posterior: -6604.439188708713 || Iter Time:0.1771080493927002 || Total time:4.158220052719116 Iteration: 9 || Clusters count: 2 || Log posterior: -6581.732441020678 || Iter Time:0.0021920204162597656 || Total time:4.160412073135376 Iteration: 10 || Clusters count: 2 || Log posterior: -6588.336097235158 || Iter Time:0.0019421577453613281 || Total time:4.162354230880737 Iteration: 11 || Clusters count: 2 || Log posterior: -6561.749726448465 || Iter Time:0.0018870830535888672 || Total time:4.164241313934326 Iteration: 12 || Clusters count: 2 || Log posterior: -6561.772203460046 || Iter Time:0.0018420219421386719 || Total time:4.166083335876465 Iteration: 13 || Clusters count: 2 || Log posterior: -6564.945857115517 || Iter Time:0.001837015151977539 || Total time:4.167920351028442 Iteration: 14 || Clusters count: 2 || Log posterior: -6560.998411468907 || Iter Time:0.0018889904022216797 || Total time:4.169809341430664 Iteration: 15 || Clusters count: 2 || Log posterior: -6588.769352246199 || Iter Time:0.0018858909606933594 || Total time:4.171695232391357 Iteration: 16 || Clusters count: 2 || Log posterior: -6573.797003813499 || Iter Time:0.0019419193267822266 || Total time:4.17363715171814 Iteration: 17 || Clusters count: 2 || Log posterior: -6566.690304450324 || Iter Time:0.001909017562866211 || Total time:4.175546169281006 Iteration: 18 || Clusters count: 4 || Log posterior: -6265.325407283742 || Iter Time:0.005656003952026367 || Total time:4.181202173233032 Iteration: 19 || Clusters count: 4 || Log posterior: -6259.235808061974 || Iter Time:0.0026590824127197266 || Total time:4.183861255645752 Iteration: 20 || Clusters count: 4 || Log posterior: -6268.9483823777155 || Iter Time:0.002652883529663086 || Total time:4.186514139175415 Iteration: 21 || Clusters count: 4 || Log posterior: -6262.364444995277 || Iter Time:0.002660036087036133 || Total time:4.189174175262451 Iteration: 22 || Clusters count: 4 || Log posterior: -6244.764601090643 || Iter Time:0.0026428699493408203 || Total time:4.191817045211792 Iteration: 23 || Clusters count: 4 || Log posterior: -6250.260892180768 || Iter Time:0.0025968551635742188 || Total time:4.194413900375366 Iteration: 24 || Clusters count: 4 || Log posterior: -6250.492965534387 || Iter Time:0.002605915069580078 || Total time:4.197019815444946 Iteration: 25 || Clusters count: 4 || Log posterior: -6272.026723077938 || Iter Time:0.002708911895751953 || Total time:4.199728727340698 Iteration: 26 || Clusters count: 4 || Log posterior: -6256.090420366302 || Iter Time:0.0026481151580810547 || Total time:4.202376842498779 Iteration: 27 || Clusters count: 4 || Log posterior: -6256.480552899624 || Iter Time:0.0026171207427978516 || Total time:4.204993963241577 Iteration: 28 || Clusters count: 7 || Log posterior: -6035.96157660548 || Iter Time:0.00710296630859375 || Total time:4.212096929550171 Iteration: 29 || Clusters count: 7 || Log posterior: -5958.918673366756 || Iter Time:0.0035779476165771484 || Total time:4.215674877166748 Iteration: 30 || Clusters count: 7 || Log posterior: -5936.91304469336 || Iter Time:1.5096418857574463 || Total time:5.725316762924194 false [1, 1, 1, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 5, 5, 1, 3, 1, 1, 3] [1, 1, 1, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 1, 5, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 5, 5, 1, 3, 1, 1, 3] Loading and distributing data: 0.000282 seconds (142 allocations: 13.227 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5773.83582488097 || Iter Time:0.036063194274902344 || Total time:5.761379957199097 Iteration: 32 || Clusters count: 7 || Log posterior: -5742.186430965693 || Iter Time:0.0063250064849853516 || Total time:5.767704963684082 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4867.75213096155 || Iter Time:0.0038809776306152344 || Total time:5.771585941314697 Iteration: 34 || Clusters count: 7 || Log posterior: -4841.94755283018 || Iter Time:0.0061380863189697266 || Total time:5.777724027633667 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -4599.843717552089 || Iter Time:0.0038919448852539062 || Total time:5.781615972518921 Iteration: 36 || Clusters count: 7 || Log posterior: -4577.318842945936 || Iter Time:0.006537914276123047 || Total time:5.788153886795044 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -4617.402794671387 || Iter Time:0.004048824310302734 || Total time:5.792202711105347 Iteration: 38 || Clusters count: 7 || Log posterior: -4591.610796459848 || Iter Time:0.006742000579833984 || Total time:5.798944711685181 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -4614.717266663442 || Iter Time:0.0040400028228759766 || Total time:5.802984714508057 Iteration: 40 || Clusters count: 7 || Log posterior: -4589.046112369136 || Iter Time:0.006494998931884766 || Total time:5.809479713439941 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 41 || Clusters count: 7 || Log posterior: -4604.55946113748 || Iter Time:0.003932952880859375 || Total time:5.813412666320801 Iteration: 42 || Clusters count: 7 || Log posterior: -4582.874125566292 || Iter Time:0.10608100891113281 || Total time:5.919493675231934 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -4195.60738294328 || Iter Time:0.005465984344482422 || Total time:5.924959659576416 Iteration: 44 || Clusters count: 8 || Log posterior: -4119.878479532237 || Iter Time:0.008453845977783203 || Total time:5.933413505554199 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 45 || Clusters count: 9 || Log posterior: -4024.822033392224 || Iter Time:0.006329059600830078 || Total time:5.939742565155029 Iteration: 46 || Clusters count: 9 || Log posterior: -3932.4859202975254 || Iter Time:0.008714914321899414 || Total time:5.948457479476929 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 47 || Clusters count: 9 || Log posterior: -3958.465317080024 || Iter Time:0.005438089370727539 || Total time:5.953895568847656 Iteration: 48 || Clusters count: 9 || Log posterior: -3924.1241996728513 || Iter Time:0.008643865585327148 || Total time:5.962539434432983 Loading and distributing data: 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|| Clusters count: 10 || Log posterior: -3749.829036684874 || Iter Time:0.010599851608276367 || Total time:6.063629865646362 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 61 || Clusters count: 10 || Log posterior: -3782.8592495779076 || Iter Time:0.007411956787109375 || Total time:6.071041822433472 Iteration: 62 || Clusters count: 10 || Log posterior: -3739.6927614922743 || Iter Time:0.010483026504516602 || Total time:6.081524848937988 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -3753.5403465873933 || Iter Time:0.007231950759887695 || Total time:6.088756799697876 Iteration: 64 || Clusters count: 10 || Log posterior: -3711.0050319074426 || Iter Time:0.01046609878540039 || Total time:6.099222898483276 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 65 || Clusters count: 10 || Log posterior: -3778.6336148716646 || Iter 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Iteration: 71 || Clusters count: 10 || Log posterior: -3760.255216391002 || Iter Time:0.00907588005065918 || Total time:6.172228813171387 Iteration: 72 || Clusters count: 10 || Log posterior: -3736.6592351327627 || Iter Time:0.012231826782226562 || Total time:6.184460639953613 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 73 || Clusters count: 10 || Log posterior: -3759.9289046145286 || Iter Time:0.009167909622192383 || Total time:6.193628549575806 Iteration: 74 || Clusters count: 10 || Log posterior: -3743.635060436379 || Iter Time:0.01204991340637207 || Total time:6.205678462982178 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 75 || Clusters count: 10 || Log posterior: -3769.2968615287355 || Iter Time:0.009111881256103516 || Total time:6.214790344238281 Iteration: 76 || Clusters count: 10 || Log posterior: -3751.579187507824 || Iter Time:0.012353897094726562 || Total time:6.227144241333008 Loading 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-3782.0547212275715 || Iter Time:0.009377002716064453 || Total time:6.462770938873291 Iteration: 94 || Clusters count: 10 || Log posterior: -3745.754237782133 || Iter Time:0.012581825256347656 || Total time:6.475352764129639 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 95 || Clusters count: 10 || Log posterior: -3743.239293113429 || Iter Time:0.009511947631835938 || Total time:6.484864711761475 Iteration: 96 || Clusters count: 10 || Log posterior: -3713.9302209757216 || Iter Time:0.011844873428344727 || Total time:6.496709585189819 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 97 || Clusters count: 10 || Log posterior: -3693.5533845917553 || Iter Time:0.008781909942626953 || Total time:6.505491495132446 Iteration: 98 || Clusters count: 10 || Log posterior: -3680.0817584023644 || Iter Time:0.011605024337768555 || Total time:6.517096519470215 Loading and distributing data: 0.000161 seconds (142 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Iteration: 509 || Clusters count: 12 || Log posterior: -3728.6167735227477 || Iter Time:0.012076854705810547 || Total time:11.937026977539062 Iteration: 510 || Clusters count: 12 || Log posterior: -3714.1071880224295 || Iter Time:0.015162944793701172 || Total time:11.952189922332764 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 511 || Clusters count: 12 || Log posterior: -3708.8926138574884 || Iter Time:0.011035919189453125 || Total time:11.963225841522217 Iteration: 512 || Clusters count: 12 || Log posterior: -3691.9885250691627 || Iter Time:0.01508784294128418 || Total time:11.978313684463501 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 513 || Clusters count: 12 || Log posterior: -3727.4817970051276 || Iter Time:0.011708974838256836 || Total time:11.990022659301758 Iteration: 514 || Clusters count: 12 || Log posterior: -3707.1558953934914 || Iter Time:0.03550601005554199 || Total 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-3762.919217587042 || Iter Time:0.010947942733764648 || Total time:13.165765285491943 Iteration: 598 || Clusters count: 12 || Log posterior: -3746.379200082019 || Iter Time:0.01397705078125 || Total time:13.179742336273193 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 599 || Clusters count: 12 || Log posterior: -3725.370669928305 || Iter Time:0.011450052261352539 || Total time:13.191192388534546 Iteration: 600 || Clusters count: 12 || Log posterior: -3699.470565194134 || Iter Time:0.014465093612670898 || Total time:13.205657482147217 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 601 || Clusters count: 12 || Log posterior: -3747.8554994042206 || Iter Time:0.011533021926879883 || Total time:13.217190504074097 Iteration: 602 || Clusters count: 12 || Log posterior: -3723.0453679052307 || Iter Time:0.014612913131713867 || Total time:13.23180341720581 Loading and distributing data: 0.000206 seconds (142 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Iteration: 741 || Clusters count: 11 || Log posterior: -3798.1467964481203 || Iter Time:0.010390043258666992 || Total time:14.981394290924072 Iteration: 742 || Clusters count: 11 || Log posterior: -3762.8155681525964 || Iter Time:0.01352691650390625 || Total time:14.994921207427979 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 743 || Clusters count: 11 || Log posterior: -3768.02986195914 || Iter Time:0.01005411148071289 || Total time:15.004975318908691 Iteration: 744 || Clusters count: 11 || Log posterior: -3750.459965108003 || Iter Time:0.013194084167480469 || Total time:15.018169403076172 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 745 || Clusters count: 11 || Log posterior: -3782.950942212469 || Iter Time:0.01011204719543457 || Total time:15.028281450271606 Iteration: 746 || Clusters count: 11 || Log posterior: -3765.0098979137006 || Iter Time:0.013343095779418945 || Total time:15.041624546051025 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Iteration: 813 || Clusters count: 11 || Log posterior: -3789.261335617857 || Iter Time:0.01079106330871582 || Total time:15.89366340637207 Iteration: 814 || Clusters count: 11 || Log posterior: -3774.0006121518 || Iter Time:0.014163970947265625 || Total time:15.907827377319336 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 815 || Clusters count: 11 || Log posterior: -3756.54998754997 || Iter Time:0.010431051254272461 || Total time:15.918258428573608 Iteration: 816 || Clusters count: 11 || Log posterior: -3738.4112935425046 || Iter Time:0.01370096206665039 || Total time:15.931959390640259 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 817 || Clusters count: 11 || Log posterior: -3697.004372363313 || Iter Time:0.01022195816040039 || Total time:15.94218134880066 Iteration: 818 || Clusters count: 11 || Log posterior: -3682.6881338970484 || Iter Time:0.013741016387939453 || Total time:15.955922365188599 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Iteration: 874 || Clusters count: 11 || Log posterior: -3727.872349230834 || Iter Time:0.014251947402954102 || Total time:16.674957513809204 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 875 || Clusters count: 11 || Log posterior: -3745.059223669618 || Iter Time:0.01182699203491211 || Total time:16.686784505844116 Iteration: 876 || Clusters count: 11 || Log posterior: -3723.2123812210843 || Iter Time:0.014383077621459961 || Total time:16.701167583465576 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 877 || Clusters count: 12 || Log posterior: -3742.990055487033 || Iter Time:0.011578083038330078 || Total time:16.712745666503906 Iteration: 878 || Clusters count: 12 || Log posterior: -3717.803839597806 || Iter Time:0.014195919036865234 || Total time:16.72694158554077 Loading and distributing data: 0.000196 seconds (142 allocations: 13.227 KiB) Iteration: 879 || Clusters count: 12 || Log posterior: 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Iteration: 907 || Clusters count: 13 || Log posterior: -3843.743082949492 || Iter Time:0.010656118392944336 || Total time:17.12385058403015 Iteration: 908 || Clusters count: 13 || Log posterior: -3808.471345383691 || Iter Time:0.014760971069335938 || Total time:17.138611555099487 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 909 || Clusters count: 13 || Log posterior: -3823.1566320537872 || Iter Time:0.011101961135864258 || Total time:17.14971351623535 Iteration: 910 || Clusters count: 13 || Log posterior: -3789.8411562072242 || Iter Time:0.014960050582885742 || Total time:17.164673566818237 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 911 || Clusters count: 14 || Log posterior: -3793.3598621386445 || Iter Time:0.012549161911010742 || Total time:17.177222728729248 Iteration: 912 || Clusters count: 14 || Log posterior: -3764.331084305064 || Iter Time:0.016273021697998047 || Total 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Iteration: 929 || Clusters count: 12 || Log posterior: -3740.6557396924863 || Iter Time:0.011819124221801758 || Total time:17.437476873397827 Iteration: 930 || Clusters count: 12 || Log posterior: -3711.453801604926 || Iter Time:0.014951944351196289 || Total time:17.452428817749023 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 931 || Clusters count: 12 || Log posterior: -3726.053720103194 || Iter Time:0.01146697998046875 || Total time:17.463895797729492 Iteration: 932 || Clusters count: 12 || Log posterior: -3709.4260844428504 || Iter Time:0.015342950820922852 || Total time:17.479238748550415 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 933 || Clusters count: 12 || Log posterior: -3750.7456243721226 || Iter Time:0.011525154113769531 || Total time:17.490763902664185 Iteration: 934 || Clusters count: 12 || Log posterior: -3735.482080351491 || Iter Time:0.014924049377441406 || Total 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Iteration: 951 || Clusters count: 12 || Log posterior: -3765.7502050184926 || Iter Time:0.011363983154296875 || Total time:17.728278398513794 Iteration: 952 || Clusters count: 12 || Log posterior: -3738.2039677929424 || Iter Time:0.015571117401123047 || Total time:17.743849515914917 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 953 || Clusters count: 12 || Log posterior: -3744.059930544463 || Iter Time:0.011662960052490234 || Total time:17.755512475967407 Iteration: 954 || Clusters count: 12 || Log posterior: -3728.9289132031004 || Iter Time:0.015000104904174805 || Total time:17.770512580871582 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 955 || Clusters count: 12 || Log posterior: -3755.6774886702574 || Iter Time:0.011300086975097656 || Total time:17.78181266784668 Iteration: 956 || Clusters count: 12 || Log posterior: -3720.3461237905435 || Iter Time:0.016144990921020508 || Total 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Iteration: 973 || Clusters count: 12 || Log posterior: -3735.5085946518852 || Iter Time:0.011239051818847656 || Total time:18.044158458709717 Iteration: 974 || Clusters count: 12 || Log posterior: -3713.999276889185 || Iter Time:0.015134096145629883 || Total time:18.059292554855347 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 975 || Clusters count: 12 || Log posterior: -3751.8552727394863 || Iter Time:0.01157689094543457 || Total time:18.07086944580078 Iteration: 976 || Clusters count: 12 || Log posterior: -3728.075567145397 || Iter Time:0.015987873077392578 || Total time:18.086857318878174 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 977 || Clusters count: 12 || Log posterior: -3750.530632406869 || Iter Time:0.011945009231567383 || Total time:18.09880232810974 Iteration: 978 || Clusters count: 12 || Log posterior: -3735.3432982958598 || Iter Time:0.013944864273071289 || Total 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-3712.5359415214316 || Iter Time:0.014719963073730469 || Total time:21.85685420036316 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1205 || Clusters count: 12 || Log posterior: -3786.8631408777887 || Iter Time:0.011229991912841797 || Total time:21.868084192276 Iteration: 1206 || Clusters count: 12 || Log posterior: -3760.4010634190568 || Iter Time:0.01517796516418457 || Total time:21.883262157440186 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1207 || Clusters count: 12 || Log posterior: -3731.063860533214 || Iter Time:0.011424064636230469 || Total time:21.894686222076416 Iteration: 1208 || Clusters count: 12 || Log posterior: -3715.6098975998493 || Iter Time:0.015069007873535156 || Total time:21.90975522994995 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1209 || Clusters count: 12 || Log posterior: -3733.8613180094794 || Iter Time:0.015791893005371094 || 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Iteration: 1281 || Clusters count: 12 || Log posterior: -3729.0175420433666 || Iter Time:0.011862039566040039 || Total time:22.96501326560974 Iteration: 1282 || Clusters count: 12 || Log posterior: -3716.0909860431207 || Iter Time:0.015268087387084961 || Total time:22.980281352996826 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 1283 || Clusters count: 12 || Log posterior: -3766.1688464446656 || Iter Time:0.011929035186767578 || Total time:22.992210388183594 Iteration: 1284 || Clusters count: 12 || Log posterior: -3745.0055412988713 || Iter Time:0.015292882919311523 || Total time:23.007503271102905 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1285 || Clusters count: 12 || Log posterior: -3764.5515984466533 || Iter Time:0.011157989501953125 || Total time:23.01866126060486 Iteration: 1286 || Clusters count: 12 || Log posterior: -3748.5719794109145 || Iter Time:0.01536703109741211 || Total 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Iteration: 1303 || Clusters count: 12 || Log posterior: -3751.5794443581285 || Iter Time:0.010538816452026367 || Total time:23.25246024131775 Iteration: 1304 || Clusters count: 12 || Log posterior: -3726.0110611853497 || Iter Time:0.014895915985107422 || Total time:23.267356157302856 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1305 || Clusters count: 12 || Log posterior: -3765.8529838122363 || Iter Time:0.010670900344848633 || Total time:23.278027057647705 Iteration: 1306 || Clusters count: 12 || Log posterior: -3749.489888021847 || Iter Time:0.014292001724243164 || Total time:23.29231905937195 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1307 || Clusters count: 13 || Log posterior: -3780.678402582793 || Iter Time:0.012233972549438477 || Total time:23.304553031921387 Iteration: 1308 || Clusters count: 13 || Log posterior: -3751.0571068967915 || Iter Time:0.015592098236083984 || Total 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Iteration: 1325 || Clusters count: 12 || Log posterior: -3772.22619197027 || Iter Time:0.010637998580932617 || Total time:23.534295320510864 Iteration: 1326 || Clusters count: 12 || Log posterior: -3750.199894002458 || Iter Time:0.014986991882324219 || Total time:23.54928231239319 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1327 || Clusters count: 12 || Log posterior: -3785.4517734039114 || Iter Time:0.011738061904907227 || Total time:23.561020374298096 Iteration: 1328 || Clusters count: 12 || Log posterior: -3765.283903203313 || Iter Time:0.04176592826843262 || Total time:23.60278630256653 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1329 || Clusters count: 12 || Log posterior: -3777.7113907137573 || Iter Time:0.012001991271972656 || Total time:23.6147882938385 Iteration: 1330 || Clusters count: 12 || Log posterior: -3748.5548760010165 || Iter Time:0.014775991439819336 || Total 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Iteration: 1479 || Clusters count: 11 || Log posterior: -3744.593423815553 || Iter Time:0.010563850402832031 || Total time:25.508549213409424 Iteration: 1480 || Clusters count: 11 || Log posterior: -3725.7283054663753 || Iter Time:0.013920068740844727 || Total time:25.52246928215027 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1481 || Clusters count: 11 || Log posterior: -3706.0004241908578 || Iter Time:0.010358095169067383 || Total time:25.532827377319336 Iteration: 1482 || Clusters count: 11 || Log posterior: -3691.8803347073795 || Iter Time:0.013550996780395508 || Total time:25.54637837409973 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1483 || Clusters count: 11 || Log posterior: -3759.1307857442584 || Iter Time:0.03439807891845703 || Total time:25.58077645301819 Iteration: 1484 || Clusters count: 11 || Log posterior: -3747.630289248232 || Iter Time:0.013824939727783203 || Total 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12 || Log posterior: -3713.984468437927 || Iter Time:0.015429019927978516 || Total time:25.943279027938843 Loading and distributing data: 0.000206 seconds (142 allocations: 13.227 KiB) Iteration: 1513 || Clusters count: 12 || Log posterior: -3677.0266431776645 || Iter Time:0.012238025665283203 || Total time:25.955517053604126 Iteration: 1514 || Clusters count: 12 || Log posterior: -3659.7954569676267 || Iter Time:0.01621389389038086 || Total time:25.971730947494507 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1515 || Clusters count: 12 || Log posterior: -3696.1776580269293 || Iter Time:0.011621952056884766 || Total time:25.98335289955139 Iteration: 1516 || Clusters count: 12 || Log posterior: -3680.1074889469337 || Iter Time:0.014573097229003906 || Total time:25.997925996780396 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1517 || Clusters count: 12 || Log posterior: -3734.6730823373364 || Iter 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Iteration: 1545 || Clusters count: 12 || Log posterior: -3724.274779110242 || Iter Time:0.011913061141967773 || Total time:26.403861045837402 Iteration: 1546 || Clusters count: 12 || Log posterior: -3710.7972503443743 || Iter Time:0.015259027481079102 || Total time:26.41912007331848 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1547 || Clusters count: 12 || Log posterior: -3696.292951239992 || Iter Time:0.011314868927001953 || Total time:26.430434942245483 Iteration: 1548 || Clusters count: 12 || Log posterior: -3680.051106024739 || Iter Time:0.014636039733886719 || Total time:26.44507098197937 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1549 || Clusters count: 12 || Log posterior: -3732.0182052126165 || Iter Time:0.011866092681884766 || Total time:26.456937074661255 Iteration: 1550 || Clusters count: 12 || Log posterior: -3702.0259302772743 || Iter Time:0.015522003173828125 || Total 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Iteration: 1589 || Clusters count: 13 || Log posterior: -3773.4861811363135 || Iter Time:0.011157035827636719 || Total time:27.010602712631226 Iteration: 1590 || Clusters count: 13 || Log posterior: -3741.862914182188 || Iter Time:0.014878988265991211 || Total time:27.025481700897217 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1591 || Clusters count: 13 || Log posterior: -3808.2148136009364 || Iter Time:0.010847091674804688 || Total time:27.03632879257202 Iteration: 1592 || Clusters count: 13 || Log posterior: -3759.5106273346228 || Iter Time:0.014512062072753906 || Total time:27.050840854644775 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1593 || Clusters count: 13 || Log posterior: -3741.9598015176794 || Iter Time:0.01128697395324707 || Total time:27.062127828598022 Iteration: 1594 || Clusters count: 12 || Log posterior: -3724.2937730423328 || Iter Time:0.017520904541015625 || Total 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Iteration: 1655 || Clusters count: 11 || Log posterior: -3846.4814005514445 || Iter Time:0.010100126266479492 || Total time:27.870192766189575 Iteration: 1656 || Clusters count: 11 || Log posterior: -3818.0208476893276 || Iter Time:0.013417959213256836 || Total time:27.883610725402832 Loading and distributing data: 0.000158 seconds (142 allocations: 13.227 KiB) Iteration: 1657 || Clusters count: 11 || Log posterior: -3778.7079445475183 || Iter Time:0.010236024856567383 || Total time:27.8938467502594 Iteration: 1658 || Clusters count: 11 || Log posterior: -3756.4630598437116 || Iter Time:0.013313055038452148 || Total time:27.90715980529785 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1659 || Clusters count: 11 || Log posterior: -3755.292854204923 || Iter Time:0.010205984115600586 || Total time:27.917365789413452 Iteration: 1660 || Clusters count: 11 || Log posterior: -3739.9078733944816 || Iter Time:0.013339042663574219 || Total 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|| Log posterior: -3723.64425178343 || Iter Time:0.013498067855834961 || Total time:28.026771068572998 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1667 || Clusters count: 11 || Log posterior: -3769.7331798776954 || Iter Time:0.009984016418457031 || Total time:28.036755084991455 Iteration: 1668 || Clusters count: 11 || Log posterior: -3737.0795246780867 || Iter Time:0.013453960418701172 || Total time:28.050209045410156 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 1669 || Clusters count: 11 || Log posterior: -3758.819295904401 || Iter Time:0.01003408432006836 || Total time:28.060243129730225 Iteration: 1670 || Clusters count: 11 || Log posterior: -3720.8546920404115 || Iter Time:0.013180971145629883 || Total time:28.073424100875854 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1671 || Clusters count: 11 || Log posterior: -3721.918283859998 || Iter 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-3737.78107876189 || Iter Time:0.015043973922729492 || Total time:29.023828983306885 Loading and distributing data: 0.000157 seconds (142 allocations: 13.227 KiB) Iteration: 1749 || Clusters count: 12 || Log posterior: -3727.5683488456193 || Iter Time:0.01161813735961914 || Total time:29.035447120666504 Iteration: 1750 || Clusters count: 12 || Log posterior: -3715.2161020119865 || Iter Time:0.014962911605834961 || Total time:29.05041003227234 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1751 || Clusters count: 12 || Log posterior: -3715.1667445345965 || Iter Time:0.011567831039428711 || Total time:29.061977863311768 Iteration: 1752 || Clusters count: 12 || Log posterior: -3699.3345468921434 || Iter Time:0.014740943908691406 || Total time:29.07671880722046 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1753 || Clusters count: 12 || Log posterior: -3698.089459533994 || Iter Time:0.011933088302612305 || 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-3719.874551405477 || Iter Time:0.015043973922729492 || Total time:29.348958492279053 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1771 || Clusters count: 12 || Log posterior: -3767.098570371805 || Iter Time:0.011629819869995117 || Total time:29.360588312149048 Iteration: 1772 || Clusters count: 12 || Log posterior: -3738.026302905024 || Iter Time:0.014686822891235352 || Total time:29.375275135040283 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 1773 || Clusters count: 12 || Log posterior: -3733.3478336410067 || Iter Time:0.011703014373779297 || Total time:29.386978149414062 Iteration: 1774 || Clusters count: 12 || Log posterior: -3714.1929954841066 || Iter Time:0.015372991561889648 || Total time:29.402351140975952 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1775 || Clusters count: 12 || Log posterior: -3731.824187741455 || Iter Time:0.011111021041870117 || Total time:29.413462162017822 Iteration: 1776 || Clusters count: 12 || Log posterior: -3706.9566309034435 || Iter Time:0.015645980834960938 || Total time:29.429108142852783 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1777 || Clusters count: 12 || Log posterior: -3724.2572193074734 || Iter Time:0.011988162994384766 || Total time:29.441096305847168 Iteration: 1778 || Clusters count: 12 || Log posterior: -3709.196101094777 || Iter Time:0.015306949615478516 || Total time:29.456403255462646 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1779 || Clusters count: 12 || Log posterior: -3753.6975602422935 || Iter Time:0.011509895324707031 || Total time:29.467913150787354 Iteration: 1780 || Clusters count: 12 || Log posterior: -3726.4233329730837 || Iter Time:0.015053987503051758 || Total time:29.482967138290405 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1781 || 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-3733.8374556902586 || Iter Time:0.015506982803344727 || Total time:29.644040822982788 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1793 || Clusters count: 12 || Log posterior: -3713.6061740696737 || Iter Time:0.011749982833862305 || Total time:29.65579080581665 Iteration: 1794 || Clusters count: 12 || Log posterior: -3692.7517580885064 || Iter Time:0.01566600799560547 || Total time:29.671456813812256 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3710.3816072166305 || Iter Time:0.012187004089355469 || Total time:29.68364381790161 Iteration: 1796 || Clusters count: 12 || Log posterior: -3681.3177644734596 || Iter Time:0.014240026473999023 || Total time:29.69788384437561 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1797 || Clusters count: 12 || Log posterior: -3720.359676104789 || Iter Time:0.010426044464111328 || 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-3774.0115439186357 || Iter Time:0.014467000961303711 || Total time:29.952991247177124 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1815 || Clusters count: 12 || Log posterior: -3727.462412300083 || Iter Time:0.010953187942504883 || Total time:29.96394443511963 Iteration: 1816 || Clusters count: 12 || Log posterior: -3699.0196513577694 || Iter Time:0.014405012130737305 || Total time:29.978349447250366 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1817 || Clusters count: 12 || Log posterior: -3743.0074344385403 || Iter Time:0.011511087417602539 || Total time:29.98986053466797 Iteration: 1818 || Clusters count: 12 || Log posterior: -3719.2471673735913 || Iter Time:0.014477014541625977 || Total time:30.004337549209595 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1819 || Clusters count: 11 || Log posterior: -3767.0974192250765 || Iter Time:0.010669946670532227 || Total time:30.015007495880127 Iteration: 1820 || Clusters count: 11 || Log posterior: -3747.7842425210047 || Iter Time:0.01494908332824707 || Total time:30.029956579208374 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1821 || Clusters count: 11 || Log posterior: -3803.525319445461 || Iter Time:0.010101795196533203 || Total time:30.040058374404907 Iteration: 1822 || Clusters count: 11 || Log posterior: -3779.8843163520714 || Iter Time:0.013338088989257812 || Total time:30.053396463394165 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1823 || Clusters count: 11 || Log posterior: -3797.528077061588 || Iter Time:0.010004043579101562 || Total time:30.063400506973267 Iteration: 1824 || Clusters count: 11 || Log posterior: -3768.4321286810546 || Iter Time:0.01403188705444336 || Total time:30.07743239402771 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -3725.398789421826 || Iter Time:0.010453224182128906 || Total time:30.08788561820984 Iteration: 1826 || Clusters count: 11 || Log posterior: -3704.1974005817797 || Iter Time:0.013775825500488281 || Total time:30.101661443710327 Loading and distributing data: 0.000166 seconds (142 allocations: 13.227 KiB) Iteration: 1827 || Clusters count: 11 || Log posterior: -3774.4202755923116 || Iter Time:0.010053873062133789 || Total time:30.11171531677246 Iteration: 1828 || Clusters count: 11 || Log posterior: -3743.5397421523826 || Iter Time:0.014238834381103516 || Total time:30.125954151153564 Loading and distributing data: 0.000162 seconds (142 allocations: 13.227 KiB) Iteration: 1829 || Clusters count: 11 || Log posterior: -3757.6362410098905 || Iter Time:0.010464906692504883 || Total time:30.13641905784607 Iteration: 1830 || Clusters count: 11 || Log posterior: -3739.8254709174953 || Iter Time:0.013881921768188477 || Total time:30.150300979614258 Loading 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-3697.555833564793 || Iter Time:0.013673067092895508 || Total time:30.22204089164734 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1837 || Clusters count: 11 || Log posterior: -3770.95925067772 || Iter Time:0.010425806045532227 || Total time:30.23246669769287 Iteration: 1838 || Clusters count: 11 || Log posterior: -3728.231617770727 || Iter Time:0.01384282112121582 || Total time:30.246309518814087 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 11 || Log posterior: -3803.3188378255954 || Iter Time:0.01055002212524414 || Total time:30.25685954093933 Iteration: 1840 || Clusters count: 11 || Log posterior: -3763.6069507636994 || Iter Time:0.013873815536499023 || Total time:30.27073335647583 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 11 || Log posterior: -3777.190654712572 || Iter Time:0.010591983795166016 || Total 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11 || Log posterior: -3710.271889957626 || Iter Time:0.010632991790771484 || Total time:30.35411500930786 Iteration: 1848 || Clusters count: 11 || Log posterior: -3690.3532388091758 || Iter Time:0.014045953750610352 || Total time:30.36816096305847 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3749.5270473642413 || Iter Time:0.010727882385253906 || Total time:30.378888845443726 Iteration: 1850 || Clusters count: 11 || Log posterior: -3699.949707425254 || Iter Time:0.01415395736694336 || Total time:30.39304280281067 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1851 || Clusters count: 11 || Log posterior: -3726.860815541665 || Iter Time:0.01061105728149414 || Total time:30.403653860092163 Iteration: 1852 || Clusters count: 11 || Log posterior: -3712.677818212668 || Iter Time:0.038574934005737305 || Total time:30.4422287940979 Loading and distributing data: 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Time:0.013689041137695312 || Total time:30.516039848327637 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 11 || Log posterior: -3755.405879377893 || Iter Time:0.010871171951293945 || Total time:30.52691102027893 Iteration: 1860 || Clusters count: 11 || Log posterior: -3739.752214440428 || Iter Time:0.01320195198059082 || Total time:30.54011297225952 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -3738.845125777067 || Iter Time:0.010903120040893555 || Total time:30.551016092300415 Iteration: 1862 || Clusters count: 11 || Log posterior: -3717.5376004340815 || Iter Time:0.013982057571411133 || Total time:30.564998149871826 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -3748.9833312861138 || Iter Time:0.01050710678100586 || Total time:30.575505256652832 Iteration: 1864 || Clusters count: 11 || Log posterior: -3733.493190094485 || Iter Time:0.013944149017333984 || Total time:30.589449405670166 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -3735.2867372579135 || Iter Time:0.010492086410522461 || Total time:30.59994149208069 Iteration: 1866 || Clusters count: 11 || Log posterior: -3722.354029796874 || Iter Time:0.013634920120239258 || Total time:30.613576412200928 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -3733.789931296044 || Iter Time:0.010008096694946289 || Total time:30.623584508895874 Iteration: 1868 || Clusters count: 11 || Log posterior: -3706.881561094602 || Iter Time:0.01608586311340332 || Total time:30.639670372009277 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -3751.385720153943 || Iter Time:0.011992931365966797 || Total time:30.651663303375244 Iteration: 1870 || Clusters count: 11 || Log posterior: -3737.172472030771 || Iter Time:0.015640974044799805 || Total time:30.667304277420044 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -3814.0261601365673 || Iter Time:0.010606050491333008 || Total time:30.677910327911377 Iteration: 1872 || Clusters count: 11 || Log posterior: -3762.365460811736 || Iter Time:0.014360904693603516 || Total time:30.69227123260498 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -3756.94823719202 || Iter Time:0.011101007461547852 || Total time:30.70337224006653 Iteration: 1874 || Clusters count: 11 || Log posterior: -3721.666847712852 || Iter Time:0.013588905334472656 || Total time:30.716961145401 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 11 || Log posterior: -3781.066646593252 || Iter Time:0.010569095611572266 || Total time:30.727530241012573 Iteration: 1876 || Clusters count: 11 || Log posterior: -3760.955579921413 || Iter Time:0.01321721076965332 || Total time:30.740747451782227 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -3784.7742266327336 || Iter Time:0.010450124740600586 || Total time:30.751197576522827 Iteration: 1878 || Clusters count: 11 || Log posterior: -3761.8646004207544 || Iter Time:0.013914823532104492 || Total time:30.76511240005493 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -3712.265287310202 || Iter Time:0.010473012924194336 || Total time:30.775585412979126 Iteration: 1880 || Clusters count: 11 || Log posterior: -3690.5162717401017 || Iter Time:0.013900995254516602 || Total time:30.789486408233643 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 11 || Log posterior: -3705.680881100523 || Iter Time:0.01032710075378418 || Total time:30.799813508987427 Iteration: 1882 || Clusters count: 11 || Log posterior: -3684.643998933402 || Iter Time:0.013750076293945312 || Total time:30.813563585281372 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 11 || Log posterior: -3766.205289950722 || Iter Time:0.010786056518554688 || Total time:30.824349641799927 Iteration: 1884 || Clusters count: 11 || Log posterior: -3725.1056279774216 || Iter Time:0.013868093490600586 || Total time:30.838217735290527 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 11 || Log posterior: -3724.3604552423703 || Iter Time:0.010767936706542969 || Total time:30.84898567199707 Iteration: 1886 || Clusters count: 11 || Log posterior: -3704.0438273892582 || Iter Time:0.013671875 || Total time:30.86265754699707 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -3735.5905185113456 || Iter Time:0.01073312759399414 || Total time:30.873390674591064 Iteration: 1888 || Clusters count: 11 || Log posterior: -3712.252853680997 || Iter Time:0.013710975646972656 || Total time:30.887101650238037 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -3730.9009404366057 || Iter Time:0.01036691665649414 || Total time:30.89746856689453 Iteration: 1890 || Clusters count: 11 || Log posterior: -3715.3149420905006 || Iter Time:0.013617992401123047 || Total time:30.911086559295654 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -3691.3730778024114 || Iter Time:0.010397911071777344 || Total time:30.92148447036743 Iteration: 1892 || Clusters count: 11 || Log posterior: -3677.4938817546936 || Iter Time:0.014031171798706055 || Total time:30.935515642166138 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -3719.4622139752078 || Iter Time:0.01093602180480957 || Total time:30.946451663970947 Iteration: 1894 || Clusters count: 11 || Log posterior: -3690.0595746149525 || Iter Time:0.014101982116699219 || Total time:30.960553646087646 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3709.9692617031324 || Iter Time:0.01069498062133789 || Total time:30.971248626708984 Iteration: 1896 || Clusters count: 11 || Log posterior: -3703.4331913533274 || Iter Time:0.014180898666381836 || Total time:30.985429525375366 Loading and distributing data: 0.000354 seconds (142 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3691.8504837569903 || Iter Time:0.013556957244873047 || Total time:30.99898648262024 Iteration: 1898 || Clusters count: 11 || Log posterior: -3675.6012915653287 || Iter Time:0.015298128128051758 || Total time:31.01428461074829 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3686.540521509981 || Iter Time:0.012112855911254883 || Total time:31.026397466659546 Iteration: 1900 || Clusters count: 11 || Log posterior: -3657.2061818560046 || Iter Time:0.015162944793701172 || Total time:31.041560411453247 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 11 || Log posterior: -3708.87627795519 || Iter Time:0.012063980102539062 || Total time:31.053624391555786 Iteration: 1902 || Clusters count: 11 || Log posterior: -3689.2239320991894 || Iter Time:0.09098601341247559 || Total time:31.14461040496826 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -3740.6889654152437 || Iter Time:0.010428905487060547 || Total time:31.155039310455322 Iteration: 1904 || Clusters count: 11 || Log posterior: -3709.0445446576578 || Iter Time:0.014532089233398438 || Total time:31.16957139968872 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -3715.8020162428234 || Iter Time:0.010686874389648438 || Total time:31.18025827407837 Iteration: 1906 || Clusters count: 11 || Log posterior: -3692.433285495089 || Iter Time:0.015017986297607422 || Total time:31.195276260375977 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -3749.347156136332 || Iter Time:0.011822938919067383 || Total time:31.207099199295044 Iteration: 1908 || Clusters count: 11 || Log posterior: -3729.784473300703 || Iter Time:0.014705896377563477 || Total time:31.221805095672607 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -3740.7953082737354 || Iter Time:0.011016845703125 || Total time:31.232821941375732 Iteration: 1910 || Clusters count: 11 || Log posterior: -3708.2346578882025 || Iter Time:0.015588998794555664 || Total time:31.248410940170288 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -3756.9486828958693 || Iter Time:0.01185297966003418 || Total time:31.260263919830322 Iteration: 1912 || Clusters count: 11 || Log posterior: -3731.719816299506 || Iter Time:0.014233112335205078 || Total time:31.274497032165527 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 11 || Log posterior: -3774.881910232838 || Iter Time:0.010929107666015625 || Total time:31.285426139831543 Iteration: 1914 || Clusters count: 11 || Log posterior: -3735.0538471564764 || Iter Time:0.01405787467956543 || Total time:31.29948401451111 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 11 || Log posterior: -3742.098675564971 || Iter Time:0.010785102844238281 || Total time:31.310269117355347 Iteration: 1916 || Clusters count: 11 || Log posterior: -3719.3477909698217 || Iter Time:0.014543771743774414 || Total time:31.32481288909912 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 11 || Log posterior: -3675.8323124227736 || Iter Time:0.01058506965637207 || Total time:31.335397958755493 Iteration: 1918 || Clusters count: 11 || Log posterior: -3662.149823797103 || Iter Time:0.014307022094726562 || Total time:31.34970498085022 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 11 || Log posterior: -3764.9259078822483 || Iter Time:0.010773181915283203 || Total time:31.360478162765503 Iteration: 1920 || Clusters count: 11 || Log posterior: -3739.1970575074465 || Iter Time:0.014400005340576172 || Total time:31.37487816810608 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 11 || Log posterior: -3773.9452150724687 || Iter Time:0.011022090911865234 || Total time:31.385900259017944 Iteration: 1922 || Clusters count: 11 || Log posterior: -3757.1482949747656 || Iter Time:0.014075994491577148 || Total time:31.39997625350952 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -3750.1686437018134 || Iter Time:0.011218070983886719 || Total time:31.411194324493408 Iteration: 1924 || Clusters count: 11 || Log posterior: -3732.4520146094414 || Iter Time:0.014557838439941406 || Total time:31.42575216293335 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -3741.5326463011666 || Iter Time:0.010384082794189453 || Total time:31.43613624572754 Iteration: 1926 || Clusters count: 11 || Log posterior: -3712.4482525987028 || Iter Time:0.015092134475708008 || Total time:31.451228380203247 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -3698.9473752199383 || Iter Time:0.012252092361450195 || Total time:31.463480472564697 Iteration: 1928 || Clusters count: 11 || Log posterior: -3673.8642934642758 || Iter Time:0.014996051788330078 || Total time:31.478476524353027 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -3734.9499218969695 || Iter Time:0.01048588752746582 || Total time:31.488962411880493 Iteration: 1930 || Clusters count: 11 || Log posterior: -3726.271808660896 || Iter Time:0.014271020889282227 || Total time:31.503233432769775 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3767.777817277057 || Iter Time:0.01051783561706543 || Total time:31.51375126838684 Iteration: 1932 || Clusters count: 11 || Log posterior: -3747.6733165320506 || Iter Time:0.014499902725219727 || Total time:31.52825117111206 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3800.185857596383 || Iter Time:0.010424137115478516 || Total time:31.53867530822754 Iteration: 1934 || Clusters count: 11 || Log posterior: -3749.907823322019 || Iter Time:0.01400613784790039 || Total time:31.55268144607544 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3762.819839750612 || Iter Time:0.010441064834594727 || Total time:31.563122510910034 Iteration: 1936 || Clusters count: 11 || Log posterior: -3751.1098931435945 || Iter Time:0.014351844787597656 || Total time:31.577474355697632 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -3698.3551581306883 || Iter Time:0.010843992233276367 || Total time:31.588318347930908 Iteration: 1938 || Clusters count: 11 || Log posterior: -3684.873792694162 || Iter Time:0.014452934265136719 || Total time:31.602771282196045 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 11 || Log posterior: -3676.631113459623 || Iter Time:0.011000871658325195 || Total time:31.61377215385437 Iteration: 1940 || Clusters count: 11 || Log posterior: -3661.440183924297 || Iter Time:0.014065027236938477 || Total time:31.62783718109131 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 11 || Log posterior: -3675.9334223543096 || Iter Time:0.010673999786376953 || Total time:31.638511180877686 Iteration: 1942 || Clusters count: 11 || Log posterior: -3658.8866300084946 || Iter Time:0.01362919807434082 || Total time:31.652140378952026 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 11 || Log posterior: -3729.3944504374936 || Iter Time:0.010396003723144531 || Total time:31.66253638267517 Iteration: 1944 || Clusters count: 11 || Log posterior: -3716.3737964135976 || Iter Time:0.013512849807739258 || Total time:31.67604923248291 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 11 || Log posterior: -3708.360205386135 || Iter Time:0.010597944259643555 || Total time:31.686647176742554 Iteration: 1946 || Clusters count: 11 || Log posterior: -3689.7023110031378 || Iter Time:0.01400899887084961 || Total time:31.700656175613403 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -3745.630237177926 || Iter Time:0.010588884353637695 || Total time:31.71124505996704 Iteration: 1948 || Clusters count: 11 || Log posterior: -3724.4243972731797 || Iter Time:0.014018058776855469 || Total time:31.725263118743896 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -3742.779213136417 || Iter Time:0.011144876480102539 || Total time:31.736407995224 Iteration: 1950 || Clusters count: 11 || Log posterior: -3719.3153751507148 || Iter Time:0.01481485366821289 || Total time:31.751222848892212 Loading and distributing data: 0.000165 seconds (142 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -3700.790487985936 || Iter Time:0.010475873947143555 || Total time:31.761698722839355 Iteration: 1952 || Clusters count: 11 || Log posterior: -3691.3774072468714 || Iter Time:0.015376091003417969 || Total time:31.777074813842773 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -3800.707735309924 || Iter Time:0.011701107025146484 || Total time:31.78877592086792 Iteration: 1954 || Clusters count: 11 || Log posterior: -3770.1961405197935 || Iter Time:0.01545405387878418 || Total time:31.804229974746704 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3783.495142748203 || Iter Time:0.011492013931274414 || Total time:31.81572198867798 Iteration: 1956 || Clusters count: 11 || Log posterior: -3775.2476022714395 || Iter Time:0.014478921890258789 || Total time:31.830200910568237 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3750.5693392953076 || Iter Time:0.012135982513427734 || Total time:31.842336893081665 Iteration: 1958 || Clusters count: 11 || Log posterior: -3718.6113370780504 || Iter Time:0.015192985534667969 || Total time:31.857529878616333 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3675.0633838816257 || Iter Time:0.011207103729248047 || Total time:31.86873698234558 Iteration: 1960 || Clusters count: 11 || Log posterior: -3666.6553196524846 || Iter Time:0.04186606407165527 || Total time:31.910603046417236 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -3696.5821965145 || Iter Time:0.010694026947021484 || Total time:31.921297073364258 Iteration: 1962 || Clusters count: 11 || Log posterior: -3684.5665371598143 || Iter Time:0.013152837753295898 || Total time:31.934449911117554 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1963 || Clusters count: 11 || Log posterior: -3714.8164739408344 || Iter Time:0.010063886642456055 || Total time:31.94451379776001 Iteration: 1964 || Clusters count: 11 || Log posterior: -3682.952718100766 || Iter Time:0.01276397705078125 || Total time:31.95727777481079 Loading and distributing data: 0.000163 seconds (142 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 11 || Log posterior: -3777.525984585241 || Iter Time:0.010280132293701172 || Total time:31.967557907104492 Iteration: 1966 || Clusters count: 11 || Log posterior: -3747.621225553345 || Iter Time:0.013531923294067383 || Total time:31.98108983039856 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -3750.5425854655155 || Iter Time:0.010710000991821289 || Total time:31.99179983139038 Iteration: 1968 || Clusters count: 11 || Log posterior: -3724.9061121464642 || Iter Time:0.013594865798950195 || Total time:32.00539469718933 Loading and distributing data: 0.000168 seconds (142 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -3747.7795216899026 || Iter Time:0.009835004806518555 || Total time:32.01522970199585 Iteration: 1970 || Clusters count: 11 || Log posterior: -3730.1152941955324 || Iter Time:0.0133819580078125 || Total time:32.02861166000366 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -3690.538286547186 || Iter Time:0.010317087173461914 || Total time:32.038928747177124 Iteration: 1972 || Clusters count: 11 || Log posterior: -3676.085795737475 || Iter Time:0.014106035232543945 || Total time:32.05303478240967 Loading and distributing data: 0.000164 seconds (142 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -3715.774364496664 || Iter Time:0.01010584831237793 || Total time:32.063140630722046 Iteration: 1974 || Clusters count: 11 || Log posterior: -3705.029761694779 || Iter Time:0.01412200927734375 || Total time:32.07726263999939 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -3763.9596054249787 || Iter Time:0.010258913040161133 || Total time:32.08752155303955 Iteration: 1976 || Clusters count: 11 || Log posterior: -3733.7204426986223 || Iter Time:0.013396978378295898 || Total time:32.10091853141785 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -3742.835889416891 || Iter Time:0.00999593734741211 || Total time:32.11091446876526 Iteration: 1978 || Clusters count: 11 || Log posterior: -3714.742594462992 || Iter Time:0.013406038284301758 || Total time:32.12432050704956 Loading and distributing data: 0.000170 seconds (142 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -3806.0586368258705 || Iter Time:0.010946035385131836 || Total time:32.13526654243469 Iteration: 1980 || Clusters count: 11 || Log posterior: -3772.266050447041 || Iter Time:0.013900995254516602 || Total time:32.14916753768921 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -3786.4468146261547 || Iter Time:0.009996891021728516 || Total time:32.15916442871094 Iteration: 1982 || Clusters count: 11 || Log posterior: -3754.1143497908765 || Iter Time:0.013351917266845703 || Total time:32.17251634597778 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -3697.2666516091235 || Iter Time:0.010110139846801758 || Total time:32.182626485824585 Iteration: 1984 || Clusters count: 11 || Log posterior: -3681.257676122256 || Iter Time:0.013699054718017578 || Total time:32.1963255405426 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -3667.7493229164506 || Iter Time:0.010246038436889648 || Total time:32.20657157897949 Iteration: 1986 || Clusters count: 11 || Log posterior: -3653.049786330063 || Iter Time:0.013184070587158203 || Total time:32.21975564956665 Loading and distributing data: 0.000169 seconds (142 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -3715.539250548738 || Iter Time:0.01043701171875 || Total time:32.2301926612854 Iteration: 1988 || Clusters count: 11 || Log posterior: -3705.2301476823736 || Iter Time:0.013735055923461914 || Total time:32.24392771720886 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -3694.748842212389 || Iter Time:0.010439157485961914 || Total time:32.254366874694824 Iteration: 1990 || Clusters count: 11 || Log posterior: -3670.4762844361876 || Iter Time:0.013575077056884766 || Total time:32.26794195175171 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -3704.241090844118 || Iter Time:0.010069131851196289 || Total time:32.278011083602905 Iteration: 1992 || Clusters count: 11 || Log posterior: -3684.7631121593813 || Iter Time:0.013473033905029297 || Total time:32.291484117507935 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -3703.93648401945 || Iter Time:0.01054692268371582 || Total time:32.30203104019165 Iteration: 1994 || Clusters count: 11 || Log posterior: -3687.2019384654427 || Iter Time:0.0142669677734375 || Total time:32.31629800796509 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -3700.3806108528033 || Iter Time:0.01079106330871582 || Total time:32.327089071273804 Iteration: 1996 || Clusters count: 11 || Log posterior: -3665.129872017816 || Iter Time:0.013760089874267578 || Total time:32.34084916114807 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -3738.3173176847476 || Iter Time:0.010571002960205078 || Total time:32.351420164108276 Iteration: 1998 || Clusters count: 11 || Log posterior: -3705.0798832552045 || Iter Time:0.013979196548461914 || Total time:32.36539936065674 Loading and distributing data: 0.000179 seconds (142 allocations: 13.227 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -3744.1839176725753 || Iter Time:0.010741233825683594 || Total time:32.37614059448242 Iteration: 2000 || Clusters count: 11 || Log posterior: -3728.6813117888146 || Iter Time:0.014082908630371094 || Total time:32.39022350311279 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -3759.7671755205456 || Iter Time:0.010815858840942383 || Total time:32.401039361953735 Iteration: 2002 || Clusters count: 11 || Log posterior: -3736.4001896324016 || Iter Time:0.014457941055297852 || Total time:32.41549730300903 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -3716.3870831881286 || Iter Time:0.011339187622070312 || Total time:32.4268364906311 Iteration: 2004 || Clusters count: 11 || Log posterior: -3696.1980391845696 || Iter Time:0.013657093048095703 || Total time:32.4404935836792 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -3746.9485290702073 || Iter Time:0.010223865509033203 || Total time:32.45071744918823 Iteration: 2006 || Clusters count: 11 || Log posterior: -3739.7904021324816 || Iter Time:0.0134429931640625 || Total time:32.464160442352295 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -3771.9809332638724 || Iter Time:0.010076045989990234 || Total time:32.474236488342285 Iteration: 2008 || Clusters count: 11 || Log posterior: -3751.731644448651 || Iter Time:0.013602972030639648 || Total time:32.487839460372925 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 11 || Log posterior: -3771.5655356805923 || Iter Time:0.010719060897827148 || Total time:32.49855852127075 Iteration: 2010 || Clusters count: 11 || Log posterior: -3755.081032816736 || Iter Time:0.013231992721557617 || Total time:32.51179051399231 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 2011 || Clusters count: 11 || Log posterior: -3727.4324064187904 || Iter Time:0.010976076126098633 || Total time:32.52276659011841 Iteration: 2012 || Clusters count: 11 || Log posterior: -3690.6041098466103 || Iter Time:0.014033079147338867 || Total time:32.53679966926575 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 11 || Log posterior: -3757.6277410355924 || Iter Time:0.009987115859985352 || Total time:32.54678678512573 Iteration: 2014 || Clusters count: 11 || Log posterior: -3744.1546371798154 || Iter Time:0.03897905349731445 || Total time:32.58576583862305 Loading and distributing data: 0.000160 seconds (142 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 11 || Log posterior: -3712.660357753027 || Iter Time:0.009752988815307617 || Total time:32.595518827438354 Iteration: 2016 || Clusters count: 11 || Log posterior: -3711.0824700065805 || Iter Time:0.01371908187866211 || Total time:32.60923790931702 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 11 || Log posterior: -3724.748619404765 || Iter Time:0.010399818420410156 || Total time:32.61963772773743 Iteration: 2018 || Clusters count: 11 || Log posterior: -3713.183164234232 || Iter Time:0.013540983200073242 || Total time:32.6331787109375 Loading and distributing data: 0.000167 seconds (142 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 11 || Log posterior: -3728.938263524063 || Iter Time:0.00993204116821289 || Total time:32.64311075210571 Iteration: 2020 || Clusters count: 11 || Log posterior: -3709.25676876156 || Iter Time:0.013365983963012695 || Total time:32.656476736068726 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 11 || Log posterior: -3731.9897809661097 || Iter Time:0.010671854019165039 || Total time:32.66714859008789 Iteration: 2022 || Clusters count: 11 || Log posterior: -3712.6873435547814 || Iter Time:0.013688087463378906 || Total time:32.68083667755127 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -3724.6474986570697 || Iter Time:0.010532855987548828 || Total time:32.69136953353882 Iteration: 2024 || Clusters count: 11 || Log posterior: -3716.336747321155 || Iter Time:0.013823986053466797 || Total time:32.705193519592285 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -3723.482058103575 || Iter Time:0.01090693473815918 || Total time:32.716100454330444 Iteration: 2026 || Clusters count: 11 || Log posterior: -3709.4663542532244 || Iter Time:0.014979124069213867 || Total time:32.73107957839966 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -3770.3689943874415 || Iter Time:0.011343002319335938 || Total time:32.742422580718994 Iteration: 2028 || Clusters count: 11 || Log posterior: -3745.326377012433 || Iter Time:0.013427019119262695 || Total time:32.75584959983826 Avg NMI: 0.8926993202472637 Full NMI: 0.8773926895930807 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.8s Testing DPMMSubClustersStreaming tests passed Testing completed after 202.76s PkgEval succeeded after 356.15s