Package evaluation of DPMMSubClustersStreaming on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T17:11:21.933 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.2s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.10/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.1 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.5.8 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 8.57s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 68.87s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_rqQj4z/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed [37e2e46d] LinearAlgebra [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_rqQj4z/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.1 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.5.8 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [b77e0a4c] InteractiveUtils [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.10.0 [de0858da] Printf [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [6462fe0b] Sockets [2f01184e] SparseArrays v1.10.0 [10745b16] Statistics v1.10.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] LibCURL_jll v8.4.0+0 [e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.114486 seconds (218.33 k allocations: 14.977 MiB, 99.85% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:11.50228214263916 || Total time:11.50228214263916 Iteration: 1 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005049943923950195 || Total time:11.50733208656311 Iteration: 2 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.004522800445556641 || Total time:11.511854887008667 Iteration: 3 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.004636049270629883 || Total time:11.516490936279297 Iteration: 4 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005220890045166016 || Total time:11.521711826324463 Iteration: 5 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005341053009033203 || Total time:11.527052879333496 Iteration: 6 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.00536799430847168 || Total time:11.532420873641968 Iteration: 7 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.0054891109466552734 || Total time:11.537909984588623 Iteration: 8 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005388975143432617 || Total time:11.543298959732056 Iteration: 9 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005463123321533203 || Total time:11.548762083053589 Iteration: 10 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.0058100223541259766 || Total time:11.554572105407715 Iteration: 11 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005507946014404297 || Total time:11.56008005142212 Iteration: 12 || Clusters count: 1 || Log posterior: -233180.28798629093 || Iter Time:0.005549907684326172 || Total time:11.565629959106445 Iteration: 13 || Clusters count: 2 || Log posterior: -233016.64526025625 || Iter Time:2.164915084838867 || Total time:13.730545043945312 Iteration: 14 || Clusters count: 2 || Log posterior: -233032.05039188333 || Iter Time:0.0048291683197021484 || Total time:13.735374212265015 Iteration: 15 || Clusters count: 2 || Log posterior: -233006.58164188333 || Iter Time:0.004687070846557617 || Total time:13.740061283111572 Iteration: 16 || Clusters count: 2 || Log posterior: -232976.78835180303 || Iter Time:0.004744052886962891 || Total time:13.744805335998535 Iteration: 17 || Clusters count: 2 || Log posterior: -233013.25058302836 || Iter Time:0.004719972610473633 || Total time:13.749525308609009 Iteration: 18 || Clusters count: 2 || Log posterior: -233013.2624273473 || Iter Time:0.004723072052001953 || Total time:13.75424838066101 Iteration: 19 || Clusters count: 2 || Log posterior: -233041.20986300358 || Iter Time:0.004656076431274414 || Total time:13.758904457092285 Iteration: 20 || Clusters count: 2 || Log posterior: -232917.71447541774 || Iter Time:0.9436860084533691 || Total time:14.702590465545654 Loading and distributing data: 0.000436 seconds (113 allocations: 396.281 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -233151.4817422272 || Iter Time:0.023201942443847656 || Total time:14.725792407989502 Iteration: 22 || Clusters count: 2 || Log posterior: -233144.1726393926 || Iter Time:0.0046689510345458984 || Total time:14.730461359024048 Iteration: 23 || Clusters count: 2 || Log posterior: -233113.0676797272 || Iter Time:0.0045528411865234375 || Total time:14.735014200210571 Iteration: 24 || Clusters count: 2 || Log posterior: -233132.65145119219 || Iter Time:0.004509925842285156 || Total time:14.739524126052856 Iteration: 25 || Clusters count: 2 || Log posterior: -233085.58113869219 || Iter Time:0.0044879913330078125 || Total time:14.744012117385864 Iteration: 26 || Clusters count: 2 || Log posterior: -233064.34996972227 || Iter Time:0.00450897216796875 || Total time:14.748521089553833 Iteration: 27 || Clusters count: 2 || Log posterior: -233078.2768885623 || Iter Time:0.023563861846923828 || Total time:14.772084951400757 Iteration: 28 || Clusters count: 3 || Log posterior: -232963.24876995716 || Iter Time:0.006287097930908203 || Total time:14.778372049331665 Iteration: 29 || Clusters count: 3 || Log posterior: -232785.61040100874 || Iter Time:0.0047299861907958984 || Total time:14.783102035522461 Iteration: 30 || Clusters count: 3 || Log posterior: -232737.71172715997 || Iter Time:0.004730939865112305 || Total time:14.787832975387573 Iteration: 31 || Clusters count: 3 || Log posterior: -232685.26979395098 || Iter Time:0.004781007766723633 || Total time:14.792613983154297 Iteration: 32 || Clusters count: 3 || Log posterior: -232629.7921478606 || Iter Time:0.004866123199462891 || Total time:14.79748010635376 Iteration: 33 || Clusters count: 4 || Log posterior: -232397.42354142317 || Iter Time:0.006435871124267578 || Total time:14.803915977478027 Iteration: 34 || Clusters count: 4 || Log posterior: -232248.59007256376 || Iter Time:0.005081892013549805 || Total time:14.808997869491577 Iteration: 35 || Clusters count: 4 || Log posterior: -232131.1687765739 || Iter Time:0.005660057067871094 || Total time:14.814657926559448 Iteration: 36 || Clusters count: 4 || Log posterior: -232144.0747897026 || Iter Time:0.00522303581237793 || Total time:14.819880962371826 Iteration: 37 || Clusters count: 4 || Log posterior: -232122.64703620932 || Iter Time:0.005185127258300781 || Total time:14.825066089630127 Iteration: 38 || Clusters count: 4 || Log posterior: -232090.92411200152 || Iter Time:0.005087137222290039 || Total time:14.830153226852417 Iteration: 39 || Clusters count: 4 || Log posterior: -232086.95979402453 || Iter Time:0.005674123764038086 || Total time:14.835827350616455 Iteration: 40 || Clusters count: 4 || Log posterior: -232063.54130793162 || Iter Time:0.006390094757080078 || Total time:14.842217445373535 Iteration: 41 || Clusters count: 4 || Log posterior: -231960.1511769989 || Iter Time:0.00630497932434082 || Total time:14.848522424697876 Loading and distributing data: 0.000578 seconds (113 allocations: 396.281 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -262086.5953511784 || Iter Time:0.0055048465728759766 || Total time:14.854027271270752 Iteration: 43 || Clusters count: 5 || Log posterior: -261666.67370246284 || Iter Time:0.006329059600830078 || Total time:14.860356330871582 Iteration: 44 || Clusters count: 5 || Log posterior: -261577.6359643216 || Iter Time:0.0054209232330322266 || Total time:14.865777254104614 Iteration: 45 || Clusters count: 5 || Log posterior: -261578.1786111648 || Iter Time:0.0053560733795166016 || Total time:14.87113332748413 Iteration: 46 || Clusters count: 5 || Log posterior: -261581.65278606382 || Iter Time:0.005385875701904297 || Total time:14.876519203186035 Iteration: 47 || Clusters count: 5 || Log posterior: -261568.71306037536 || Iter Time:0.005352020263671875 || Total time:14.881871223449707 Iteration: 48 || Clusters count: 6 || Log posterior: -261281.17973001176 || Iter Time:0.006464958190917969 || Total time:14.888336181640625 Iteration: 49 || Clusters count: 6 || Log posterior: -261096.17681251498 || Iter Time:0.005536079406738281 || Total time:14.893872261047363 Iteration: 50 || Clusters count: 6 || Log posterior: -261073.61213367162 || Iter Time:0.005554914474487305 || Total time:14.89942717552185 Iteration: 51 || Clusters count: 6 || Log posterior: -261064.33263638822 || Iter Time:0.0057179927825927734 || Total time:14.905145168304443 Iteration: 52 || Clusters count: 6 || Log posterior: -261064.42705182894 || Iter Time:0.005645036697387695 || Total time:14.910790205001831 Iteration: 53 || Clusters count: 7 || Log posterior: -261030.7098675538 || Iter Time:0.006944894790649414 || Total time:14.91773509979248 Iteration: 54 || Clusters count: 7 || Log posterior: -260746.9792624908 || Iter Time:0.00673985481262207 || Total time:14.924474954605103 Iteration: 55 || Clusters count: 7 || Log posterior: -260681.04046163498 || Iter Time:0.007688999176025391 || Total time:14.932163953781128 Iteration: 56 || Clusters count: 8 || Log posterior: -260297.0773266103 || Iter Time:0.00954580307006836 || Total time:14.941709756851196 Iteration: 57 || Clusters count: 8 || Log posterior: -260255.22227286999 || Iter Time:0.01955699920654297 || Total time:14.96126675605774 Iteration: 58 || Clusters count: 8 || Log posterior: -260231.76965791735 || Iter Time:0.5656847953796387 || Total time:15.526951551437378 Iteration: 59 || Clusters count: 8 || Log posterior: -260243.4945382754 || Iter Time:0.0065310001373291016 || Total time:15.533482551574707 Iteration: 60 || Clusters count: 8 || Log posterior: -260237.7598788618 || Iter Time:0.00624394416809082 || Total time:15.539726495742798 Iteration: 61 || Clusters count: 8 || Log posterior: -260222.7437638524 || Iter Time:0.006242990493774414 || Total time:15.545969486236572 Iteration: 62 || Clusters count: 8 || Log posterior: -260172.98038960964 || Iter Time:0.005819082260131836 || Total time:15.551788568496704 Loading and distributing data: 0.000523 seconds (113 allocations: 396.281 KiB) Iteration: 63 || Clusters count: 10 || Log posterior: -259153.27153115903 || Iter Time:0.008029937744140625 || Total time:15.559818506240845 Iteration: 64 || Clusters count: 10 || Log posterior: -258872.662993619 || Iter Time:0.006991147994995117 || Total time:15.56680965423584 Iteration: 65 || Clusters count: 10 || Log posterior: -258844.37472480323 || Iter Time:0.006997108459472656 || Total time:15.573806762695312 Iteration: 66 || Clusters count: 10 || Log posterior: -258815.84986772796 || Iter Time:0.007044076919555664 || Total time:15.580850839614868 Iteration: 67 || Clusters count: 10 || Log posterior: -258799.54484471513 || Iter Time:0.006989002227783203 || Total time:15.587839841842651 Iteration: 68 || Clusters count: 11 || Log posterior: -258545.33783707916 || Iter Time:0.008274078369140625 || Total time:15.596113920211792 Iteration: 69 || Clusters count: 11 || Log posterior: -258456.7697620867 || Iter Time:0.02246403694152832 || Total time:15.61857795715332 Iteration: 70 || Clusters count: 11 || Log posterior: -258428.7627666484 || Iter Time:0.02155303955078125 || Total time:15.640130996704102 Iteration: 71 || Clusters count: 12 || Log posterior: -258314.03728804513 || Iter Time:0.008416175842285156 || Total time:15.648547172546387 Iteration: 72 || Clusters count: 12 || Log posterior: -258297.62117971195 || Iter Time:0.007475852966308594 || Total time:15.656023025512695 Iteration: 73 || Clusters count: 12 || Log posterior: -258270.05791343143 || Iter Time:0.007596015930175781 || Total time:15.663619041442871 Iteration: 74 || Clusters count: 12 || Log posterior: -258282.21218134012 || Iter Time:0.007682085037231445 || Total time:15.671301126480103 Iteration: 75 || Clusters count: 12 || Log posterior: -258262.7260158603 || Iter Time:0.007704019546508789 || Total time:15.679005146026611 Iteration: 76 || Clusters count: 12 || Log posterior: -258236.52422227987 || Iter Time:0.007637977600097656 || Total time:15.686643123626709 Iteration: 77 || Clusters count: 12 || Log posterior: -258243.75474398793 || Iter Time:0.0075800418853759766 || Total time:15.694223165512085 Iteration: 78 || Clusters count: 12 || Log posterior: -258237.3546656064 || Iter Time:0.009208917617797852 || Total time:15.703432083129883 Iteration: 79 || Clusters count: 12 || Log posterior: -258264.75397685365 || Iter Time:0.009222984313964844 || Total time:15.712655067443848 Iteration: 80 || Clusters count: 12 || Log posterior: -258263.21193590586 || Iter Time:0.009259223937988281 || Total time:15.721914291381836 Iteration: 81 || Clusters count: 12 || Log posterior: -258253.74385674682 || Iter Time:0.009274959564208984 || Total time:15.731189250946045 Iteration: 82 || Clusters count: 12 || Log posterior: -258231.7436510897 || Iter Time:0.01052713394165039 || Total time:15.741716384887695 Iteration: 83 || Clusters count: 12 || Log posterior: -258197.462882219 || Iter Time:0.022244930267333984 || Total time:15.76396131515503 Loading and distributing data: 0.000556 seconds (113 allocations: 396.281 KiB) Iteration: 84 || Clusters count: 13 || Log posterior: -258257.20671514946 || Iter Time:0.010442018508911133 || Total time:15.77440333366394 Iteration: 85 || Clusters count: 14 || Log posterior: -257731.48672231 || Iter Time:0.010686159133911133 || Total time:15.785089492797852 Iteration: 86 || Clusters count: 14 || Log posterior: -257583.5022347342 || Iter Time:0.010356903076171875 || Total time:15.795446395874023 Iteration: 87 || Clusters count: 14 || Log posterior: -257548.5018012165 || Iter Time:0.010378837585449219 || Total time:15.805825233459473 Iteration: 88 || Clusters count: 14 || Log posterior: -257550.92885742564 || Iter Time:0.01040196418762207 || Total time:15.816227197647095 Iteration: 89 || Clusters count: 14 || Log posterior: -257523.53777880725 || Iter Time:0.010323047637939453 || Total time:15.826550245285034 Iteration: 90 || Clusters count: 14 || Log posterior: -257532.76039596743 || Iter Time:0.010233163833618164 || Total time:15.836783409118652 Iteration: 91 || Clusters count: 14 || Log posterior: -257539.10046972116 || Iter Time:0.010185003280639648 || Total time:15.846968412399292 Iteration: 92 || Clusters count: 14 || Log posterior: -257524.79826019375 || Iter Time:0.010725975036621094 || Total time:15.857694387435913 Iteration: 93 || Clusters count: 14 || Log posterior: -257524.15472018323 || Iter Time:0.014533042907714844 || Total time:15.872227430343628 Iteration: 94 || Clusters count: 14 || Log posterior: -257518.0916138825 || Iter Time:0.01742410659790039 || Total time:15.889651536941528 Iteration: 95 || Clusters count: 14 || Log posterior: -257538.83288480924 || Iter Time:0.010353803634643555 || Total time:15.900005340576172 Iteration: 96 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count: 15 || Log posterior: -257048.81162198025 || Iter Time:0.01414799690246582 || Total time:15.994699239730835 Iteration: 104 || Clusters count: 15 || Log posterior: -257034.71303978734 || Iter Time:0.01639389991760254 || Total time:16.011093139648438 Loading and distributing data: 0.000506 seconds (113 allocations: 396.281 KiB) Iteration: 105 || Clusters count: 17 || Log posterior: -256194.85519220884 || Iter Time:0.013463020324707031 || Total time:16.024556159973145 Iteration: 106 || Clusters count: 17 || Log posterior: -256105.55891292903 || Iter Time:0.011806011199951172 || Total time:16.036362171173096 Iteration: 107 || Clusters count: 17 || Log posterior: -256110.00043010802 || Iter Time:0.011668920516967773 || Total time:16.048031091690063 Iteration: 108 || Clusters count: 17 || Log posterior: -256107.11254805414 || Iter Time:0.011628866195678711 || Total time:16.059659957885742 Iteration: 109 || Clusters count: 17 || Log posterior: -256128.3912269063 || Iter 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20 || Log posterior: -255295.33202336417 || Iter Time:0.02062201499938965 || Total time:16.672287940979004 Iteration: 145 || Clusters count: 20 || Log posterior: -255294.85556049342 || Iter Time:0.020589113235473633 || Total time:16.692877054214478 Iteration: 146 || Clusters count: 20 || Log posterior: -255291.0501260647 || Iter Time:0.02387690544128418 || Total time:16.71675395965576 Loading and distributing data: 0.000566 seconds (113 allocations: 396.281 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -255344.08397311645 || Iter Time:0.020650863647460938 || Total time:16.737404823303223 Iteration: 148 || Clusters count: 20 || Log posterior: -255333.80606370256 || Iter Time:0.019649982452392578 || Total time:16.757054805755615 Iteration: 149 || Clusters count: 20 || Log posterior: -255326.9584524659 || Iter Time:0.019941091537475586 || Total time:16.77699589729309 Iteration: 150 || Clusters count: 20 || Log posterior: -255326.54734822107 || Iter Time:0.019778013229370117 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posterior: -255268.19314287975 || Iter Time:0.020654916763305664 || Total time:17.238863468170166 Iteration: 172 || Clusters count: 20 || Log posterior: -255268.87948636388 || Iter Time:0.020879030227661133 || Total time:17.259742498397827 Iteration: 173 || Clusters count: 20 || Log posterior: -255267.79799291384 || Iter Time:0.0209808349609375 || Total time:17.280723333358765 Iteration: 174 || Clusters count: 20 || Log posterior: -255277.61236310154 || Iter Time:0.02076101303100586 || Total time:17.30148434638977 Iteration: 175 || Clusters count: 20 || Log posterior: -255270.54469393034 || Iter Time:0.025761127471923828 || Total time:17.327245473861694 Iteration: 176 || Clusters count: 20 || Log posterior: -255268.64650890196 || Iter Time:0.020495891571044922 || Total time:17.34774136543274 Iteration: 177 || Clusters count: 20 || Log posterior: -255277.12337527482 || Iter Time:0.020403146743774414 || Total time:17.368144512176514 Iteration: 178 || Clusters count: 20 || Log posterior: 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|| Clusters count: 20 || Log posterior: -255363.65664712052 || Iter Time:0.01775193214416504 || Total time:17.690996885299683 Iteration: 193 || Clusters count: 20 || Log posterior: -255363.69630337914 || Iter Time:0.02563786506652832 || Total time:17.71663475036621 Iteration: 194 || Clusters count: 20 || Log posterior: -255360.59338590637 || Iter Time:0.01685309410095215 || Total time:17.733487844467163 Iteration: 195 || Clusters count: 20 || Log posterior: -255364.00947471047 || Iter Time:0.01682281494140625 || Total time:17.75031065940857 Iteration: 196 || Clusters count: 20 || Log posterior: -255375.18960282113 || Iter Time:0.016813039779663086 || Total time:17.767123699188232 Iteration: 197 || Clusters count: 20 || Log posterior: -255361.74689343284 || Iter Time:0.016738176345825195 || Total time:17.783861875534058 Iteration: 198 || Clusters count: 20 || Log posterior: -255355.62200939743 || Iter Time:0.016722917556762695 || Total time:17.80058479309082 Iteration: 199 || Clusters count: 20 || Log posterior: -255357.50246424726 || Iter Time:0.016981124877929688 || Total time:17.81756591796875 Iteration: 200 || Clusters count: 20 || Log posterior: -255352.61480414015 || Iter Time:0.021858930587768555 || Total time:17.83942484855652 Iteration: 201 || Clusters count: 20 || Log posterior: -255357.49894607026 || Iter Time:0.016830921173095703 || Total time:17.856255769729614 Iteration: 202 || Clusters count: 20 || Log posterior: -255357.1507246907 || Iter Time:0.016563892364501953 || Total time:17.872819662094116 Iteration: 203 || Clusters count: 20 || Log posterior: -255352.43075058432 || Iter Time:0.01674795150756836 || Total time:17.889567613601685 Iteration: 204 || Clusters count: 20 || Log posterior: -255351.29486204105 || Iter Time:0.019980907440185547 || Total time:17.90954852104187 Iteration: 205 || Clusters count: 20 || Log posterior: -255362.01920940407 || Iter Time:0.019536972045898438 || Total time:17.92908549308777 Iteration: 206 || Clusters count: 20 || Log posterior: -255358.96425280446 || Iter Time:0.025570154190063477 || Total time:17.954655647277832 Iteration: 207 || Clusters count: 20 || Log posterior: -255359.9831072058 || Iter Time:0.020858049392700195 || Total time:17.975513696670532 Iteration: 208 || Clusters count: 20 || Log posterior: -255357.9023178981 || Iter Time:0.02053999900817871 || Total time:17.99605369567871 Iteration: 209 || Clusters count: 20 || Log posterior: -255355.2661948388 || Iter Time:0.019249916076660156 || Total time:18.01530361175537 NMI: 0.7940472546494393 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m01.9s [37833, 10314, 94738, 28614, 23580, 143099, 71235, 33090, 17833, 38431, 63112, 22755, 301, 26484, 7921, 16041, 133029, 167693, 21495, 42402] Loading and distributing data: 0.000192 seconds (112 allocations: 13.547 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:3.520872116088867 || Total time:3.520872116088867 Iteration: 1 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.0016608238220214844 || Total time:3.5225329399108887 Iteration: 2 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.0012409687042236328 || Total time:3.5237739086151123 Iteration: 3 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.016192913055419922 || Total time:3.5399668216705322 Iteration: 4 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.0014078617095947266 || Total time:3.541374683380127 Iteration: 5 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.0011091232299804688 || Total time:3.5424838066101074 Iteration: 6 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.001032114028930664 || Total time:3.543515920639038 Iteration: 7 || Clusters count: 1 || Log posterior: -7059.2086537261985 || Iter Time:0.0010471343994140625 || Total time:3.544563055038452 Iteration: 8 || Clusters count: 2 || Log posterior: -6932.986209063039 || Iter Time:0.13544607162475586 || Total time:3.680009126663208 Iteration: 9 || Clusters count: 2 || Log posterior: -6959.72131570322 || Iter Time:0.0016331672668457031 || Total time:3.6816422939300537 Iteration: 10 || Clusters count: 2 || Log posterior: -6948.999216546297 || Iter Time:0.0014100074768066406 || Total time:3.6830523014068604 Iteration: 11 || Clusters count: 2 || Log posterior: -6941.554283570966 || Iter Time:0.0012919902801513672 || Total time:3.6843442916870117 Iteration: 12 || Clusters count: 2 || Log posterior: -6948.4032541620645 || Iter Time:0.0013480186462402344 || Total time:3.685692310333252 Iteration: 13 || Clusters count: 2 || Log posterior: -6958.449393204003 || Iter Time:0.0013909339904785156 || Total time:3.6870832443237305 Iteration: 14 || Clusters count: 2 || Log posterior: -6951.638794496793 || Iter Time:0.0012841224670410156 || Total time:3.6883673667907715 Iteration: 15 || Clusters count: 2 || Log posterior: -6945.297611157188 || Iter Time:0.0012578964233398438 || Total time:3.6896252632141113 Iteration: 16 || Clusters count: 2 || Log posterior: -6953.862674195985 || Iter Time:0.0012638568878173828 || Total time:3.6908891201019287 Iteration: 17 || Clusters count: 2 || Log posterior: -6951.413161136364 || Iter Time:0.001291036605834961 || Total time:3.6921801567077637 Iteration: 18 || Clusters count: 3 || Log posterior: -6706.137577811138 || Iter Time:0.0028820037841796875 || Total time:3.6950621604919434 Iteration: 19 || Clusters count: 4 || Log posterior: -6610.09811175584 || Iter Time:0.003236055374145508 || Total time:3.698298215866089 Iteration: 20 || Clusters count: 4 || Log posterior: -6599.841628593254 || Iter Time:0.0018138885498046875 || Total time:3.7001121044158936 Iteration: 21 || Clusters count: 4 || Log posterior: -6555.2337510369 || Iter Time:0.0017750263214111328 || Total time:3.7018871307373047 Iteration: 22 || Clusters count: 4 || Log posterior: -6512.4653059697375 || Iter Time:0.001806020736694336 || Total time:3.703693151473999 Iteration: 23 || Clusters count: 4 || Log posterior: -6502.557798375321 || Iter Time:0.014019012451171875 || Total time:3.717712163925171 Iteration: 24 || Clusters count: 4 || Log posterior: -6501.0845112720635 || Iter Time:0.0019960403442382812 || Total time:3.719708204269409 Iteration: 25 || Clusters count: 4 || Log posterior: -6497.522241864584 || Iter Time:0.0017819404602050781 || Total time:3.7214901447296143 Iteration: 26 || Clusters count: 4 || Log posterior: -6487.259180227711 || Iter Time:0.0017580986022949219 || Total time:3.723248243331909 Iteration: 27 || Clusters count: 4 || Log posterior: -6482.248832089503 || Iter Time:0.0018150806427001953 || Total time:3.7250633239746094 Iteration: 28 || Clusters count: 4 || Log posterior: -6487.455575279029 || Iter Time:0.0017499923706054688 || Total time:3.726813316345215 Iteration: 29 || Clusters count: 6 || Log posterior: -6272.076983091562 || Iter Time:0.005154132843017578 || Total time:3.7319674491882324 Iteration: 30 || Clusters count: 6 || Log posterior: -6129.768836362787 || Iter Time:1.5103018283843994 || Total time:5.242269277572632 false [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 6, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3] Loading and distributing data: 0.000166 seconds (112 allocations: 13.547 KiB) Iteration: 31 || Clusters count: 6 || Log posterior: -5941.970308110285 || Iter Time:0.021908998489379883 || Total time:5.264178276062012 Iteration: 32 || Clusters count: 6 || Log posterior: -5930.7936261501145 || Iter Time:0.005747079849243164 || Total time:5.269925355911255 Loading and distributing data: 0.000110 seconds (112 allocations: 13.547 KiB) Iteration: 33 || Clusters count: 6 || Log posterior: -5137.856308164374 || Iter Time:0.002824068069458008 || Total time:5.272749423980713 Iteration: 34 || Clusters count: 6 || Log posterior: -5117.906575589334 || Iter Time:0.005610942840576172 || Total time:5.278360366821289 Loading and distributing data: 0.000120 seconds (112 allocations: 13.547 KiB) Iteration: 35 || Clusters count: 6 || Log posterior: -4905.550025684825 || Iter Time:0.0028731822967529297 || Total time:5.281233549118042 Iteration: 36 || Clusters count: 6 || Log posterior: -4895.342892914151 || Iter Time:0.0058879852294921875 || Total time:5.287121534347534 Loading and distributing data: 0.000123 seconds (112 allocations: 13.547 KiB) Iteration: 37 || Clusters count: 6 || Log posterior: -4895.642347080318 || Iter Time:0.0030062198638916016 || Total time:5.290127754211426 Iteration: 38 || Clusters count: 6 || Log posterior: -4882.630178764779 || Iter Time:0.005927085876464844 || Total time:5.296054840087891 Loading and distributing data: 0.000111 seconds (112 allocations: 13.547 KiB) Iteration: 39 || Clusters count: 6 || Log posterior: -4879.911219656575 || Iter Time:0.0027799606323242188 || Total time:5.298834800720215 Iteration: 40 || Clusters count: 6 || Log posterior: -4875.627245361207 || Iter Time:0.005835056304931641 || Total time:5.3046698570251465 Loading and distributing data: 0.000119 seconds (112 allocations: 13.547 KiB) Iteration: 41 || Clusters count: 6 || Log posterior: -4894.281310395272 || Iter Time:0.0026738643646240234 || Total time:5.3073437213897705 Iteration: 42 || Clusters count: 6 || Log posterior: -4889.0258058979225 || Iter Time:0.0056362152099609375 || Total time:5.3129799365997314 Loading and distributing data: 0.000111 seconds 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Iteration: 753 || Clusters count: 13 || Log posterior: -4097.814029660865 || Iter Time:0.010766983032226562 || Total time:14.855140209197998 Iteration: 754 || Clusters count: 13 || Log posterior: -4080.7281015216877 || Iter Time:0.01613593101501465 || Total time:14.871276140213013 Loading and distributing data: 0.000115 seconds (113 allocations: 13.562 KiB) Iteration: 755 || Clusters count: 13 || Log posterior: -4098.317653543782 || Iter Time:0.010153055191040039 || Total time:14.881429195404053 Iteration: 756 || Clusters count: 13 || Log posterior: -4090.7141682947895 || Iter Time:0.016138076782226562 || Total time:14.89756727218628 Loading and distributing data: 0.000121 seconds (113 allocations: 13.562 KiB) Iteration: 757 || Clusters count: 13 || Log posterior: -4068.191321025941 || Iter Time:0.01095890998840332 || Total time:14.908526182174683 Iteration: 758 || Clusters count: 13 || Log posterior: -4059.6240735981664 || Iter Time:0.01811504364013672 || Total time:14.92664122581482 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Iteration: 869 || Clusters count: 13 || Log posterior: -4024.989175286547 || Iter Time:0.010941028594970703 || Total time:16.46544861793518 Iteration: 870 || Clusters count: 13 || Log posterior: -4007.392972120808 || Iter Time:0.01666092872619629 || Total time:16.482109546661377 Loading and distributing data: 0.000140 seconds (113 allocations: 13.562 KiB) Iteration: 871 || Clusters count: 13 || Log posterior: -4027.942310826007 || Iter Time:0.01069498062133789 || Total time:16.492804527282715 Iteration: 872 || Clusters count: 13 || Log posterior: -4012.161828824561 || Iter Time:0.01606297492980957 || Total time:16.508867502212524 Loading and distributing data: 0.000116 seconds (113 allocations: 13.562 KiB) Iteration: 873 || Clusters count: 13 || Log posterior: -3964.4347617168714 || Iter Time:0.010489940643310547 || Total time:16.519357442855835 Iteration: 874 || Clusters count: 13 || Log posterior: -3941.300500068117 || Iter Time:0.024267911911010742 || Total time:16.543625354766846 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-3972.795514731424 || Iter Time:0.017113924026489258 || Total time:16.623528242111206 Loading and distributing data: 0.000116 seconds (113 allocations: 13.562 KiB) Iteration: 881 || Clusters count: 13 || Log posterior: -3984.267403402402 || Iter Time:0.010776996612548828 || Total time:16.634305238723755 Iteration: 882 || Clusters count: 13 || Log posterior: -3968.66514621203 || Iter Time:0.016717910766601562 || Total time:16.651023149490356 Loading and distributing data: 0.000126 seconds (113 allocations: 13.562 KiB) Iteration: 883 || Clusters count: 13 || Log posterior: -3978.02385667645 || Iter Time:0.01149606704711914 || Total time:16.662519216537476 Iteration: 884 || Clusters count: 13 || Log posterior: -3967.6478762756433 || Iter Time:0.016243934631347656 || Total time:16.678763151168823 Loading and distributing data: 0.000120 seconds (113 allocations: 13.562 KiB) Iteration: 885 || Clusters count: 13 || Log posterior: -4009.076315555345 || Iter Time:0.010822772979736328 || Total 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Iteration: 941 || Clusters count: 13 || Log posterior: -4004.2119856433 || Iter Time:0.011105060577392578 || Total time:17.470430850982666 Iteration: 942 || Clusters count: 13 || Log posterior: -3983.3004127054537 || Iter Time:0.015983104705810547 || Total time:17.486413955688477 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 943 || Clusters count: 13 || Log posterior: -3982.0671043890443 || Iter Time:0.01008296012878418 || Total time:17.49649691581726 Iteration: 944 || Clusters count: 13 || Log posterior: -3965.871685967416 || Iter Time:0.01606917381286621 || Total time:17.512566089630127 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 945 || Clusters count: 13 || Log posterior: -3977.548269394282 || Iter Time:0.010114192962646484 || Total time:17.522680282592773 Iteration: 946 || Clusters count: 13 || Log posterior: -3948.862262903687 || Iter Time:0.016778945922851562 || Total time:17.539459228515625 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KiB) Iteration: 1013 || Clusters count: 13 || Log posterior: -4047.654835979659 || Iter Time:0.010964155197143555 || Total time:18.51211905479431 Iteration: 1014 || Clusters count: 13 || Log posterior: -4040.626629542603 || Iter Time:0.01704096794128418 || Total time:18.529160022735596 Loading and distributing data: 0.000119 seconds (113 allocations: 13.562 KiB) Iteration: 1015 || Clusters count: 13 || Log posterior: -4084.7337810706567 || Iter Time:0.011201858520507812 || Total time:18.540361881256104 Iteration: 1016 || Clusters count: 13 || Log posterior: -4068.8186171123043 || Iter Time:0.016878128051757812 || Total time:18.55724000930786 Loading and distributing data: 0.000117 seconds (113 allocations: 13.562 KiB) Iteration: 1017 || Clusters count: 13 || Log posterior: -4094.3623447121417 || Iter Time:0.01131296157836914 || Total time:18.56855297088623 Iteration: 1018 || Clusters count: 13 || Log posterior: -4059.297252965579 || Iter Time:0.01763296127319336 || Total 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Iteration: 1189 || Clusters count: 13 || Log posterior: -3963.8517103927725 || Iter Time:0.009172201156616211 || Total time:20.489217042922974 Iteration: 1190 || Clusters count: 13 || Log posterior: -3958.1727506462958 || Iter Time:0.016050100326538086 || Total time:20.50526714324951 Loading and distributing data: 0.000105 seconds (113 allocations: 13.562 KiB) Iteration: 1191 || Clusters count: 13 || Log posterior: -4024.0562725269792 || Iter Time:0.008958816528320312 || Total time:20.514225959777832 Iteration: 1192 || Clusters count: 13 || Log posterior: -4013.1093155190283 || Iter Time:0.009968996047973633 || Total time:20.524194955825806 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1193 || Clusters count: 13 || Log posterior: -4043.6958126548825 || Iter Time:0.006342887878417969 || Total time:20.530537843704224 Iteration: 1194 || Clusters count: 13 || Log posterior: -4022.3746853678795 || Iter Time:0.00983285903930664 || Total 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Iteration: 1519 || Clusters count: 13 || Log posterior: -4063.739021471234 || Iter Time:0.006266117095947266 || Total time:23.764062881469727 Iteration: 1520 || Clusters count: 13 || Log posterior: -4050.9451002185106 || Iter Time:0.009250164031982422 || Total time:23.77331304550171 Loading and distributing data: 0.000079 seconds (113 allocations: 13.562 KiB) Iteration: 1521 || Clusters count: 13 || Log posterior: -4047.1210980470114 || Iter Time:0.0058269500732421875 || Total time:23.77913999557495 Iteration: 1522 || Clusters count: 13 || Log posterior: -4040.794637239398 || Iter Time:0.009392023086547852 || Total time:23.7885320186615 Loading and distributing data: 0.000072 seconds (113 allocations: 13.562 KiB) Iteration: 1523 || Clusters count: 13 || Log posterior: -4023.032158411539 || Iter Time:0.005830049514770508 || Total time:23.79436206817627 Iteration: 1524 || Clusters count: 13 || Log posterior: -4018.678219239663 || Iter Time:0.00928187370300293 || Total 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|| Log posterior: -4017.6495133860226 || Iter Time:0.009670019149780273 || Total time:23.85711693763733 Loading and distributing data: 0.000075 seconds (113 allocations: 13.562 KiB) Iteration: 1531 || Clusters count: 13 || Log posterior: -4050.561962227571 || Iter Time:0.006043910980224609 || Total time:23.863160848617554 Iteration: 1532 || Clusters count: 13 || Log posterior: -4026.2092306545637 || Iter Time:0.009341001510620117 || Total time:23.872501850128174 Loading and distributing data: 0.000078 seconds (113 allocations: 13.562 KiB) Iteration: 1533 || Clusters count: 13 || Log posterior: -4021.4202142037557 || Iter Time:0.005932807922363281 || Total time:23.878434658050537 Iteration: 1534 || Clusters count: 13 || Log posterior: -4001.139913288106 || Iter Time:0.009243011474609375 || Total time:23.887677669525146 Loading and distributing data: 0.000074 seconds (113 allocations: 13.562 KiB) Iteration: 1535 || Clusters count: 13 || Log posterior: -4045.6620986015314 || Iter 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Iteration: 1739 || Clusters count: 14 || Log posterior: -4032.929372611819 || Iter Time:0.006474018096923828 || Total time:25.73383140563965 Iteration: 1740 || Clusters count: 14 || Log posterior: -4011.273770870782 || Iter Time:0.010468006134033203 || Total time:25.74429941177368 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1741 || Clusters count: 14 || Log posterior: -4034.5635031182514 || Iter Time:0.006326913833618164 || Total time:25.7506263256073 Iteration: 1742 || Clusters count: 13 || Log posterior: -4003.5482798123053 || Iter Time:0.010447978973388672 || Total time:25.76107430458069 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1743 || Clusters count: 13 || Log posterior: -4012.997465337319 || Iter Time:0.006373167037963867 || Total time:25.767447471618652 Iteration: 1744 || Clusters count: 13 || Log posterior: -4005.3435329287295 || Iter Time:0.01000213623046875 || Total 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|| Log posterior: -4047.4626323826806 || Iter Time:0.009979009628295898 || Total time:25.833516359329224 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1751 || Clusters count: 13 || Log posterior: -4087.7464683138105 || Iter Time:0.0064618587493896484 || Total time:25.839978218078613 Iteration: 1752 || Clusters count: 13 || Log posterior: -4060.1414695835765 || Iter Time:0.009833097457885742 || Total time:25.8498113155365 Loading and distributing data: 0.000079 seconds (113 allocations: 13.562 KiB) Iteration: 1753 || Clusters count: 13 || Log posterior: -4062.3347175856807 || Iter Time:0.006499052047729492 || Total time:25.85631036758423 Iteration: 1754 || Clusters count: 13 || Log posterior: -4040.126084690708 || Iter Time:0.009759902954101562 || Total time:25.86607027053833 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1755 || Clusters count: 13 || Log posterior: -4027.807153527131 || Iter 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-4009.9821487135196 || Iter Time:0.020640850067138672 || Total time:26.239821195602417 Loading and distributing data: 0.000096 seconds (113 allocations: 13.562 KiB) Iteration: 1795 || Clusters count: 13 || Log posterior: -4018.0071333124697 || Iter Time:0.009450912475585938 || Total time:26.249272108078003 Iteration: 1796 || Clusters count: 13 || Log posterior: -4004.3524702337836 || Iter Time:0.012441873550415039 || Total time:26.261713981628418 Loading and distributing data: 0.000110 seconds (113 allocations: 13.562 KiB) Iteration: 1797 || Clusters count: 13 || Log posterior: -4018.2413879150686 || Iter Time:0.007060050964355469 || Total time:26.268774032592773 Iteration: 1798 || Clusters count: 13 || Log posterior: -4000.5262098928843 || Iter Time:0.011152029037475586 || Total time:26.27992606163025 Loading and distributing data: 0.000099 seconds (113 allocations: 13.562 KiB) Iteration: 1799 || Clusters count: 13 || Log posterior: -4029.6019912477495 || Iter 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14 || Log posterior: -4031.9421464757083 || Iter Time:0.010297060012817383 || Total time:26.856261253356934 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1861 || Clusters count: 14 || Log posterior: -4061.467190470816 || Iter Time:0.006350994110107422 || Total time:26.86261224746704 Iteration: 1862 || Clusters count: 14 || Log posterior: -4043.8711508496276 || Iter Time:0.010601997375488281 || Total time:26.87321424484253 Loading and distributing data: 0.000086 seconds (113 allocations: 13.562 KiB) Iteration: 1863 || Clusters count: 14 || Log posterior: -4057.2161058577954 || Iter Time:0.0068171024322509766 || Total time:26.88003134727478 Iteration: 1864 || Clusters count: 14 || Log posterior: -4046.039028189912 || Iter Time:0.010097980499267578 || Total time:26.890129327774048 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1865 || Clusters count: 14 || Log posterior: -4062.300395926079 || Iter 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Iteration: 1871 || Clusters count: 13 || Log posterior: -4065.120350493598 || Iter Time:0.006567955017089844 || Total time:26.95307421684265 Iteration: 1872 || Clusters count: 13 || Log posterior: -4048.1849423835524 || Iter Time:0.010186195373535156 || Total time:26.963260412216187 Loading and distributing data: 0.000091 seconds (113 allocations: 13.562 KiB) Iteration: 1873 || Clusters count: 13 || Log posterior: -4038.6136969493964 || Iter Time:0.007075071334838867 || Total time:26.970335483551025 Iteration: 1874 || Clusters count: 13 || Log posterior: -4018.682896639544 || Iter Time:0.010255098342895508 || Total time:26.98059058189392 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1875 || Clusters count: 13 || Log posterior: -4009.1571537906375 || Iter Time:0.008739948272705078 || Total time:26.989330530166626 Iteration: 1876 || Clusters count: 13 || Log posterior: -3994.4573505087387 || Iter Time:0.013621091842651367 || Total time:27.002951622009277 Loading and distributing data: 0.000091 seconds (113 allocations: 13.562 KiB) Iteration: 1877 || Clusters count: 13 || Log posterior: -4077.6338715236197 || Iter Time:0.015223026275634766 || Total time:27.018174648284912 Iteration: 1878 || Clusters count: 13 || Log posterior: -4057.747553937324 || Iter Time:0.014503955841064453 || Total time:27.032678604125977 Loading and distributing data: 0.000095 seconds (113 allocations: 13.562 KiB) Iteration: 1879 || Clusters count: 13 || Log posterior: -4087.670941944501 || Iter Time:0.007734060287475586 || Total time:27.040412664413452 Iteration: 1880 || Clusters count: 13 || Log posterior: -4075.0617102805168 || Iter Time:0.009874105453491211 || Total time:27.050286769866943 Loading and distributing data: 0.000092 seconds (113 allocations: 13.562 KiB) Iteration: 1881 || Clusters count: 13 || Log posterior: -4081.9427042741063 || Iter Time:0.00778508186340332 || Total time:27.058071851730347 Iteration: 1882 || Clusters count: 13 || Log posterior: -4073.3736754484544 || Iter Time:0.011841058731079102 || Total time:27.069912910461426 Loading and distributing data: 0.000111 seconds (113 allocations: 13.562 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -4053.836449423583 || Iter Time:0.008036136627197266 || Total time:27.077949047088623 Iteration: 1884 || Clusters count: 13 || Log posterior: -4042.6131728781274 || Iter Time:0.011147022247314453 || Total time:27.089096069335938 Loading and distributing data: 0.000101 seconds (113 allocations: 13.562 KiB) Iteration: 1885 || Clusters count: 13 || Log posterior: -4075.7704996028842 || Iter Time:0.00622105598449707 || Total time:27.095317125320435 Iteration: 1886 || Clusters count: 13 || Log posterior: -4053.717036391383 || Iter Time:0.013213157653808594 || Total time:27.108530282974243 Loading and distributing data: 0.000109 seconds (113 allocations: 13.562 KiB) Iteration: 1887 || Clusters count: 13 || Log posterior: -4012.805255535487 || Iter Time:0.008188962936401367 || Total time:27.116719245910645 Iteration: 1888 || Clusters count: 13 || Log posterior: -4003.737876862565 || Iter Time:0.009627103805541992 || Total time:27.126346349716187 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1889 || Clusters count: 13 || Log posterior: -4041.3847038210833 || Iter Time:0.007797956466674805 || Total time:27.13414430618286 Iteration: 1890 || Clusters count: 13 || Log posterior: -4014.312961263465 || Iter Time:0.022140026092529297 || Total time:27.15628433227539 Loading and distributing data: 0.000113 seconds (113 allocations: 13.562 KiB) Iteration: 1891 || Clusters count: 13 || Log posterior: -4029.762956842098 || Iter Time:0.009002923965454102 || Total time:27.165287256240845 Iteration: 1892 || Clusters count: 13 || Log posterior: -4021.057335919013 || Iter Time:0.014816999435424805 || Total time:27.18010425567627 Loading and distributing data: 0.000100 seconds (113 allocations: 13.562 KiB) Iteration: 1893 || Clusters count: 13 || Log posterior: -4032.529004612221 || Iter Time:0.009834051132202148 || Total time:27.18993830680847 Iteration: 1894 || Clusters count: 13 || Log posterior: -4029.0916969497293 || Iter Time:0.010684013366699219 || Total time:27.20062232017517 Loading and distributing data: 0.000091 seconds (113 allocations: 13.562 KiB) Iteration: 1895 || Clusters count: 13 || Log posterior: -4043.8019652139583 || Iter Time:0.006510019302368164 || Total time:27.20713233947754 Iteration: 1896 || Clusters count: 13 || Log posterior: -4036.0606278508485 || Iter Time:0.010212898254394531 || Total time:27.217345237731934 Loading and distributing data: 0.000089 seconds (113 allocations: 13.562 KiB) Iteration: 1897 || Clusters count: 13 || Log posterior: -4030.432628658463 || Iter Time:0.006528139114379883 || Total time:27.223873376846313 Iteration: 1898 || Clusters count: 13 || Log posterior: -4020.0666308816662 || Iter Time:0.012608051300048828 || Total time:27.236481428146362 Loading and distributing data: 0.000106 seconds (113 allocations: 13.562 KiB) Iteration: 1899 || Clusters count: 13 || Log posterior: -4036.414561694435 || Iter Time:0.010216951370239258 || Total time:27.2466983795166 Iteration: 1900 || Clusters count: 13 || Log posterior: -4019.0702466481453 || Iter Time:0.013081073760986328 || Total time:27.259779453277588 Loading and distributing data: 0.000100 seconds (113 allocations: 13.562 KiB) Iteration: 1901 || Clusters count: 13 || Log posterior: -4003.8748730385514 || Iter Time:0.009546041488647461 || Total time:27.269325494766235 Iteration: 1902 || Clusters count: 13 || Log posterior: -3996.369140296386 || Iter Time:0.023878097534179688 || Total time:27.293203592300415 Loading and distributing data: 0.000138 seconds (113 allocations: 13.562 KiB) Iteration: 1903 || Clusters count: 13 || Log posterior: -4055.558900439708 || Iter Time:0.009326934814453125 || Total time:27.302530527114868 Iteration: 1904 || Clusters count: 13 || Log posterior: -4026.5639188028526 || Iter Time:0.013864994049072266 || Total time:27.31639552116394 Loading and distributing data: 0.000092 seconds (113 allocations: 13.562 KiB) Iteration: 1905 || Clusters count: 13 || Log posterior: -4051.1351393482946 || Iter Time:0.009248971939086914 || Total time:27.325644493103027 Iteration: 1906 || Clusters count: 13 || Log posterior: -4037.44578372623 || Iter Time:0.012006044387817383 || Total time:27.337650537490845 Loading and distributing data: 0.000106 seconds (113 allocations: 13.562 KiB) Iteration: 1907 || Clusters count: 13 || Log posterior: -4101.038476825228 || Iter Time:0.00943303108215332 || Total time:27.347083568572998 Iteration: 1908 || Clusters count: 13 || Log posterior: -4092.9883388083554 || Iter Time:0.014434099197387695 || Total time:27.361517667770386 Loading and distributing data: 0.000095 seconds (113 allocations: 13.562 KiB) Iteration: 1909 || Clusters count: 13 || Log posterior: -4053.934310614596 || Iter Time:0.00654292106628418 || Total time:27.36806058883667 Iteration: 1910 || Clusters count: 13 || Log posterior: -4049.1327112811196 || Iter Time:0.010701894760131836 || Total time:27.3787624835968 Loading and distributing data: 0.000088 seconds (113 allocations: 13.562 KiB) Iteration: 1911 || Clusters count: 13 || Log posterior: -3998.3767370546375 || Iter Time:0.006398200988769531 || Total time:27.38516068458557 Iteration: 1912 || Clusters count: 13 || Log posterior: -3981.0159738405655 || Iter Time:0.010204792022705078 || Total time:27.395365476608276 Loading and distributing data: 0.000086 seconds (113 allocations: 13.562 KiB) Iteration: 1913 || Clusters count: 13 || Log posterior: -4049.5445788262614 || Iter Time:0.0066530704498291016 || Total time:27.402018547058105 Iteration: 1914 || Clusters count: 13 || Log posterior: -4025.7320901027406 || Iter Time:0.01811814308166504 || Total time:27.42013669013977 Loading and distributing data: 0.000089 seconds (113 allocations: 13.562 KiB) Iteration: 1915 || Clusters count: 13 || Log posterior: -4085.0076116907185 || Iter Time:0.006604909896850586 || Total time:27.42674160003662 Iteration: 1916 || Clusters count: 13 || Log posterior: -4061.388713044962 || Iter Time:0.010169029235839844 || Total time:27.43691062927246 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1917 || Clusters count: 13 || Log posterior: -4063.4509824474353 || Iter Time:0.008064985275268555 || Total time:27.44497561454773 Iteration: 1918 || Clusters count: 13 || Log posterior: -4049.168469384449 || Iter Time:0.012925863265991211 || Total time:27.45790147781372 Loading and distributing data: 0.000104 seconds (113 allocations: 13.562 KiB) Iteration: 1919 || Clusters count: 13 || Log posterior: -4049.525301155395 || Iter Time:0.006576061248779297 || Total time:27.4644775390625 Iteration: 1920 || Clusters count: 13 || Log posterior: -4029.369294558959 || Iter Time:0.010124921798706055 || Total time:27.474602460861206 Loading and distributing data: 0.000097 seconds (113 allocations: 13.562 KiB) Iteration: 1921 || Clusters count: 13 || Log posterior: -4052.7599463505167 || Iter Time:0.006273031234741211 || Total time:27.480875492095947 Iteration: 1922 || Clusters count: 13 || Log posterior: -4042.9520672484514 || Iter Time:0.010215997695922852 || Total time:27.49109148979187 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1923 || Clusters count: 13 || Log posterior: -4039.66757405343 || Iter Time:0.00635218620300293 || Total time:27.497443675994873 Iteration: 1924 || Clusters count: 13 || Log posterior: -4021.7249643575497 || Iter Time:0.010205984115600586 || Total time:27.507649660110474 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1925 || Clusters count: 13 || Log posterior: -4037.274686716569 || Iter Time:0.006407976150512695 || Total time:27.514057636260986 Iteration: 1926 || Clusters count: 13 || Log posterior: -4019.7954161337984 || Iter Time:0.010193109512329102 || Total time:27.524250745773315 Loading and distributing data: 0.000089 seconds (113 allocations: 13.562 KiB) Iteration: 1927 || Clusters count: 13 || Log posterior: -4054.457159991377 || Iter Time:0.013936042785644531 || Total time:27.53818678855896 Iteration: 1928 || Clusters count: 13 || Log posterior: -4037.246303601233 || Iter Time:0.010098934173583984 || Total time:27.548285722732544 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1929 || Clusters count: 13 || Log posterior: -4027.876948039845 || Iter Time:0.006490945816040039 || Total time:27.554776668548584 Iteration: 1930 || Clusters count: 13 || Log posterior: -4022.4239125266286 || Iter Time:0.00983881950378418 || Total time:27.564615488052368 Loading and distributing data: 0.000087 seconds (113 allocations: 13.562 KiB) Iteration: 1931 || Clusters count: 13 || Log posterior: -4033.1469186559716 || Iter Time:0.006434917449951172 || Total time:27.57105040550232 Iteration: 1932 || Clusters count: 13 || Log posterior: -4018.9015098297605 || Iter Time:0.010130167007446289 || Total time:27.581180572509766 Loading and distributing data: 0.000088 seconds (113 allocations: 13.562 KiB) Iteration: 1933 || Clusters count: 13 || Log posterior: -4021.7377612544406 || Iter Time:0.006263017654418945 || Total time:27.587443590164185 Iteration: 1934 || Clusters count: 13 || Log posterior: -3990.4723688468057 || Iter Time:0.010058879852294922 || Total time:27.59750247001648 Loading and distributing data: 0.000086 seconds (113 allocations: 13.562 KiB) Iteration: 1935 || Clusters count: 13 || Log posterior: -3985.3822545015637 || Iter Time:0.006347179412841797 || Total time:27.60384964942932 Iteration: 1936 || Clusters count: 13 || Log posterior: -3975.467262218571 || Iter Time:0.010011911392211914 || Total time:27.613861560821533 Loading and distributing data: 0.000083 seconds (113 allocations: 13.562 KiB) Iteration: 1937 || Clusters count: 13 || Log posterior: -4056.3988918272753 || Iter Time:0.006254911422729492 || Total time:27.620116472244263 Iteration: 1938 || Clusters count: 13 || Log posterior: -4030.8444528073624 || Iter Time:0.009881973266601562 || Total time:27.629998445510864 Loading and distributing data: 0.000116 seconds (113 allocations: 13.562 KiB) Iteration: 1939 || Clusters count: 13 || Log posterior: -4049.6056665968777 || Iter Time:0.014144182205200195 || Total time:27.644142627716064 Iteration: 1940 || Clusters count: 13 || Log posterior: -4043.8644266640413 || Iter Time:0.009634017944335938 || Total time:27.6537766456604 Loading and distributing data: 0.000089 seconds (113 allocations: 13.562 KiB) Iteration: 1941 || Clusters count: 13 || Log posterior: -4027.8438111383543 || Iter Time:0.00606989860534668 || Total time:27.659846544265747 Iteration: 1942 || Clusters count: 13 || Log posterior: -4022.664408267887 || Iter Time:0.009122133255004883 || Total 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|| Log posterior: -4032.6654370978085 || Iter Time:0.009099006652832031 || Total time:27.71230673789978 Loading and distributing data: 0.000085 seconds (113 allocations: 13.562 KiB) Iteration: 1949 || Clusters count: 13 || Log posterior: -4054.301039507633 || Iter Time:0.005867958068847656 || Total time:27.718174695968628 Iteration: 1950 || Clusters count: 13 || Log posterior: -4051.3200597904465 || Iter Time:0.009071826934814453 || Total time:27.727246522903442 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1951 || Clusters count: 13 || Log posterior: -4064.8267311652885 || Iter Time:0.006123065948486328 || Total time:27.73336958885193 Iteration: 1952 || Clusters count: 13 || Log posterior: -4050.638923879105 || Iter Time:0.01830315589904785 || Total time:27.751672744750977 Loading and distributing data: 0.000088 seconds (113 allocations: 13.562 KiB) Iteration: 1953 || Clusters count: 13 || Log posterior: -4065.396265643116 || Iter Time:0.006453037261962891 || Total time:27.75812578201294 Iteration: 1954 || Clusters count: 13 || Log posterior: -4038.8973391824497 || Iter Time:0.009545087814331055 || Total time:27.76767086982727 Loading and distributing data: 0.000081 seconds (113 allocations: 13.562 KiB) Iteration: 1955 || Clusters count: 13 || Log posterior: -4034.5320857023657 || Iter Time:0.005960941314697266 || Total time:27.773631811141968 Iteration: 1956 || Clusters count: 13 || Log posterior: -4024.23271100347 || Iter Time:0.009396076202392578 || Total time:27.78302788734436 Loading and distributing data: 0.000079 seconds (113 allocations: 13.562 KiB) Iteration: 1957 || Clusters count: 13 || Log posterior: -4045.261200988383 || Iter Time:0.005978107452392578 || Total time:27.789005994796753 Iteration: 1958 || Clusters count: 13 || Log posterior: -4014.2344718331788 || Iter Time:0.0096588134765625 || Total time:27.798664808273315 Loading and distributing data: 0.000080 seconds (113 allocations: 13.562 KiB) Iteration: 1959 || Clusters count: 13 || Log posterior: -3995.1078894810466 || Iter Time:0.006120920181274414 || Total time:27.80478572845459 Iteration: 1960 || Clusters count: 13 || Log posterior: -3984.265430509025 || Iter Time:0.009685993194580078 || Total time:27.81447172164917 Loading and distributing data: 0.000095 seconds (113 allocations: 13.562 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -4044.4810978924806 || Iter Time:0.006181001663208008 || Total time:27.820652723312378 Iteration: 1962 || Clusters count: 13 || Log posterior: -4020.322566079577 || Iter Time:0.00958704948425293 || Total time:27.83023977279663 Loading and distributing data: 0.000092 seconds (113 allocations: 13.562 KiB) Iteration: 1963 || Clusters count: 13 || Log posterior: -4026.3096159140596 || Iter Time:0.006045103073120117 || Total time:27.83628487586975 Iteration: 1964 || Clusters count: 13 || Log posterior: -4015.4343796935104 || Iter Time:0.010010004043579102 || Total time:27.84629487991333 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 1965 || Clusters count: 13 || Log posterior: -4038.280665030922 || Iter Time:0.006384849548339844 || Total time:27.85267972946167 Iteration: 1966 || Clusters count: 13 || Log posterior: -4027.212354915921 || Iter Time:0.010499000549316406 || Total time:27.863178730010986 Loading and distributing data: 0.000097 seconds (113 allocations: 13.562 KiB) Iteration: 1967 || Clusters count: 13 || Log posterior: -4046.8016803960973 || Iter Time:0.006474018096923828 || Total time:27.86965274810791 Iteration: 1968 || Clusters count: 13 || Log posterior: -4020.1041854407044 || Iter Time:0.009383916854858398 || Total time:27.87903666496277 Loading and distributing data: 0.000085 seconds (113 allocations: 13.562 KiB) Iteration: 1969 || Clusters count: 13 || Log posterior: -4012.0622084596826 || Iter Time:0.005769968032836914 || Total time:27.884806632995605 Iteration: 1970 || Clusters count: 13 || Log posterior: -3991.775038177295 || Iter Time:0.009590864181518555 || Total time:27.894397497177124 Loading and distributing data: 0.000097 seconds (113 allocations: 13.562 KiB) Iteration: 1971 || Clusters count: 13 || Log posterior: -4014.544320099383 || Iter Time:0.0057468414306640625 || Total time:27.900144338607788 Iteration: 1972 || Clusters count: 13 || Log posterior: -4000.4581614101253 || Iter Time:0.009388923645019531 || Total time:27.909533262252808 Loading and distributing data: 0.000087 seconds (113 allocations: 13.562 KiB) Iteration: 1973 || Clusters count: 13 || Log posterior: -3988.75525511496 || Iter Time:0.006190061569213867 || Total time:27.91572332382202 Iteration: 1974 || Clusters count: 13 || Log posterior: -3974.754040349752 || Iter Time:0.009696006774902344 || Total time:27.925419330596924 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1975 || Clusters count: 13 || Log posterior: -4026.808428701685 || Iter Time:0.005707979202270508 || Total time:27.931127309799194 Iteration: 1976 || Clusters count: 13 || Log posterior: -4006.0098333895285 || Iter Time:0.009079933166503906 || Total time:27.9402072429657 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1977 || Clusters count: 13 || Log posterior: -4051.3627793976307 || Iter Time:0.006061077117919922 || Total time:27.946268320083618 Iteration: 1978 || Clusters count: 13 || Log posterior: -4029.7744965973266 || Iter Time:0.016724824905395508 || Total time:27.962993144989014 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1979 || Clusters count: 13 || Log posterior: -4012.6975594598402 || Iter Time:0.006017923355102539 || Total time:27.969011068344116 Iteration: 1980 || Clusters count: 13 || Log posterior: -3995.849794846015 || Iter Time:0.009764909744262695 || Total time:27.97877597808838 Loading and distributing data: 0.000087 seconds (113 allocations: 13.562 KiB) Iteration: 1981 || Clusters count: 13 || Log posterior: -4009.2552730227403 || Iter Time:0.006124019622802734 || Total time:27.98489999771118 Iteration: 1982 || Clusters count: 13 || Log posterior: -3991.418220600838 || Iter Time:0.009633064270019531 || Total time:27.9945330619812 Loading and distributing data: 0.000081 seconds (113 allocations: 13.562 KiB) Iteration: 1983 || Clusters count: 13 || Log posterior: -4034.220670534681 || Iter Time:0.006272792816162109 || Total time:28.000805854797363 Iteration: 1984 || Clusters count: 13 || Log posterior: -4024.3034617825133 || Iter Time:0.009882926940917969 || Total time:28.01068878173828 Loading and distributing data: 0.000078 seconds (113 allocations: 13.562 KiB) Iteration: 1985 || Clusters count: 13 || Log posterior: -4029.7748851045267 || Iter Time:0.006294965744018555 || Total time:28.0169837474823 Iteration: 1986 || Clusters count: 13 || Log posterior: -4015.4703572279914 || Iter Time:0.009896993637084961 || Total time:28.026880741119385 Loading and distributing data: 0.000084 seconds (113 allocations: 13.562 KiB) Iteration: 1987 || Clusters count: 13 || Log posterior: -4031.9279288684893 || Iter Time:0.006178140640258789 || Total time:28.033058881759644 Iteration: 1988 || Clusters count: 13 || Log posterior: -4023.10749495162 || Iter Time:0.009825944900512695 || Total time:28.042884826660156 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1989 || Clusters count: 13 || Log posterior: -4052.656230946368 || Iter Time:0.006267070770263672 || Total time:28.04915189743042 Iteration: 1990 || Clusters count: 13 || Log posterior: -4037.9020304242795 || Iter Time:0.017683982849121094 || Total time:28.06683588027954 Loading and distributing data: 0.000087 seconds (113 allocations: 13.562 KiB) Iteration: 1991 || Clusters count: 13 || Log posterior: -4058.146158750625 || Iter Time:0.0063021183013916016 || Total time:28.073137998580933 Iteration: 1992 || Clusters count: 13 || Log posterior: -4032.6802202897447 || Iter Time:0.009886980056762695 || Total time:28.083024978637695 Loading and distributing data: 0.000083 seconds (113 allocations: 13.562 KiB) Iteration: 1993 || Clusters count: 13 || Log posterior: -4050.4976039080602 || Iter Time:0.00616908073425293 || Total time:28.08919405937195 Iteration: 1994 || Clusters count: 13 || Log posterior: -4039.365969967736 || Iter Time:0.00975489616394043 || Total time:28.09894895553589 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 1995 || Clusters count: 13 || Log posterior: -4038.8659104222343 || Iter Time:0.006211996078491211 || Total time:28.10516095161438 Iteration: 1996 || Clusters count: 13 || Log posterior: -4027.482545417047 || Iter Time:0.009948015213012695 || Total time:28.115108966827393 Loading and distributing data: 0.000081 seconds (113 allocations: 13.562 KiB) Iteration: 1997 || Clusters count: 13 || Log posterior: -4069.547009175033 || Iter Time:0.0062181949615478516 || Total time:28.12132716178894 Iteration: 1998 || Clusters count: 13 || Log posterior: -4060.670015724089 || Iter Time:0.009974002838134766 || Total time:28.131301164627075 Loading and distributing data: 0.000087 seconds (113 allocations: 13.562 KiB) Iteration: 1999 || Clusters count: 13 || Log posterior: -4080.6788281674026 || Iter Time:0.0061550140380859375 || Total time:28.13745617866516 Iteration: 2000 || Clusters count: 13 || Log posterior: -4066.380565596552 || Iter Time:0.009924173355102539 || Total time:28.147380352020264 Loading and distributing data: 0.000081 seconds (113 allocations: 13.562 KiB) Iteration: 2001 || Clusters count: 13 || Log posterior: -4046.6511664330196 || Iter Time:0.006282806396484375 || Total time:28.153663158416748 Iteration: 2002 || Clusters count: 13 || Log posterior: -4033.073227481994 || Iter Time:0.016418933868408203 || Total time:28.170082092285156 Loading and distributing data: 0.000088 seconds (113 allocations: 13.562 KiB) Iteration: 2003 || Clusters count: 13 || Log posterior: -3989.722650451209 || Iter Time:0.0060770511627197266 || Total time:28.176159143447876 Iteration: 2004 || Clusters count: 13 || Log posterior: -3981.4700084733 || Iter Time:0.009474039077758789 || Total time:28.185633182525635 Loading and distributing data: 0.000077 seconds (113 allocations: 13.562 KiB) Iteration: 2005 || Clusters count: 13 || Log posterior: -4024.0279289159585 || Iter Time:0.005867958068847656 || Total time:28.191501140594482 Iteration: 2006 || Clusters count: 13 || Log posterior: -3990.8058852372737 || Iter Time:0.009640932083129883 || Total time:28.201142072677612 Loading and distributing data: 0.000080 seconds (113 allocations: 13.562 KiB) Iteration: 2007 || Clusters count: 13 || Log posterior: -4080.007315652866 || Iter Time:0.005846977233886719 || Total time:28.2069890499115 Iteration: 2008 || Clusters count: 13 || Log posterior: -4062.676108212687 || Iter Time:0.009689092636108398 || Total time:28.216678142547607 Loading and distributing data: 0.000083 seconds (113 allocations: 13.562 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -4037.8825143688405 || Iter Time:0.006116151809692383 || Total time:28.2227942943573 Iteration: 2010 || Clusters count: 13 || Log posterior: -4019.4600060451594 || Iter Time:0.01214599609375 || Total time:28.23494029045105 Loading and distributing data: 0.000094 seconds (113 allocations: 13.562 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3959.8325470592645 || Iter Time:0.0066568851470947266 || Total time:28.241597175598145 Iteration: 2012 || Clusters count: 13 || Log posterior: -3956.1631584557945 || Iter Time:0.010097980499267578 || Total time:28.251695156097412 Loading and distributing data: 0.000098 seconds (113 allocations: 13.562 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -4013.3796730711256 || Iter Time:0.0066890716552734375 || Total time:28.258384227752686 Iteration: 2014 || Clusters count: 13 || Log posterior: -3995.534511580691 || Iter Time:0.010028839111328125 || Total time:28.268413066864014 Loading and distributing data: 0.000090 seconds (113 allocations: 13.562 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -4022.3291119188784 || Iter Time:0.014731884002685547 || Total time:28.2831449508667 Iteration: 2016 || Clusters count: 13 || Log posterior: -4006.3370594474677 || Iter Time:0.009737014770507812 || Total time:28.292881965637207 Loading and distributing data: 0.000085 seconds (113 allocations: 13.562 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -4017.3219657420036 || Iter Time:0.006319999694824219 || Total time:28.29920196533203 Iteration: 2018 || Clusters count: 13 || Log posterior: -4008.274610439756 || Iter Time:0.011384963989257812 || Total time:28.31058692932129 Loading and distributing data: 0.000088 seconds (113 allocations: 13.562 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -4021.636260565907 || Iter Time:0.007187843322753906 || Total time:28.317774772644043 Iteration: 2020 || Clusters count: 13 || Log posterior: -4013.677773729458 || Iter Time:0.011926889419555664 || Total time:28.3297016620636 Loading and distributing data: 0.000092 seconds (113 allocations: 13.562 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -4025.884822984308 || Iter Time:0.0075609683990478516 || Total time:28.337262630462646 Iteration: 2022 || Clusters count: 13 || Log posterior: -4010.9732402876043 || Iter Time:0.010596036911010742 || Total time:28.347858667373657 Loading and distributing data: 0.000091 seconds (113 allocations: 13.562 KiB) Iteration: 2023 || Clusters count: 13 || Log posterior: -4023.6063082160595 || Iter Time:0.006816864013671875 || Total time:28.35467553138733 Iteration: 2024 || Clusters count: 13 || Log posterior: -3995.7320203117874 || Iter Time:0.010574102401733398 || Total time:28.365249633789062 Loading and distributing data: 0.000086 seconds (113 allocations: 13.562 KiB) Iteration: 2025 || Clusters count: 13 || Log posterior: -4032.5086529001387 || Iter Time:0.0061070919036865234 || Total time:28.37135672569275 Iteration: 2026 || Clusters count: 13 || Log posterior: -4024.609415235104 || Iter Time:0.009638071060180664 || Total time:28.38099479675293 Loading and distributing data: 0.000082 seconds (113 allocations: 13.562 KiB) Iteration: 2027 || Clusters count: 13 || Log posterior: -4013.815083724372 || Iter Time:0.016897916793823242 || Total time:28.397892713546753 Iteration: 2028 || Clusters count: 13 || Log posterior: -4006.066387684282 || Iter Time:0.010654926300048828 || Total time:28.4085476398468 Avg NMI: 0.8988283316444748 Full NMI: 0.8835673189613612 Test Summary: | Time Streaming Data NIW 3 | None 1m04.2s Testing DPMMSubClustersStreaming tests passed Testing completed after 138.44s PkgEval succeeded after 239.23s