Package evaluation to test DPMMSubClustersStreaming on Julia 1.14.0-DEV.1688 (ee54f91d68*) started at 2026-02-10T05:35:40.313 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.14` Set-up completed after 12.86s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.14/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.14/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 v1.18.0 [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 v0.4.27 [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 v1.13.0 [b27032c2] + LibCURL v1.0.0 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.13.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.14.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v1.0.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.13.0 [f489334b] + StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] + LibGit2_jll v1.9.2+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.12.2 [4536629a] + OpenBLAS_jll v0.3.30+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.47.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.68.0+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 5.64s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling packages... 4739.0 ms ✓ Clustering 11429.7 ms ✓ KernelFunctions 10436.7 ms ✓ DPMMSubClustersStreaming 3 dependencies successfully precompiled in 28 seconds. 101 already precompiled. Precompilation completed after 49.02s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_thBnis/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 v1.13.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_thBnis/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 v1.18.0 [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 v0.4.27 [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 v1.13.0 [b27032c2] LibCURL v1.0.0 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.13.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.14.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v1.0.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.13.0 [f489334b] StyledStrings v1.13.0 [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 v8.18.0+0 [e37daf67] LibGit2_jll v1.9.2+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.12.2 [4536629a] OpenBLAS_jll v0.3.30+0 [05823500] OpenLibm_jll v0.8.7+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efcefdf7] PCRE2_jll v10.47.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [3161d3a3] Zstd_jll v1.5.7+1 [8e850b90] libblastrampoline_jll v5.15.0+0 [8e850ede] nghttp2_jll v1.68.0+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: 3.682766 seconds (943.09 k allocations: 59.192 MiB, 99.86% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:19.86254096031189 || Total time:19.86254096031189 Iteration: 1 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005501985549926758 || Total time:19.868042945861816 Iteration: 2 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005230903625488281 || Total time:19.873273849487305 Iteration: 3 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005136966705322266 || Total time:19.878410816192627 Iteration: 4 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.0049440860748291016 || Total time:19.883354902267456 Iteration: 5 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.017073869705200195 || Total time:19.900428771972656 Iteration: 6 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005051136016845703 || Total time:19.905479907989502 Iteration: 7 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.00495600700378418 || Total time:19.910435914993286 Iteration: 8 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005827188491821289 || Total time:19.916263103485107 Iteration: 9 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.0057010650634765625 || Total time:19.921964168548584 Iteration: 10 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005853891372680664 || Total time:19.927818059921265 Iteration: 11 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.00586390495300293 || Total time:19.933681964874268 Iteration: 12 || Clusters count: 1 || Log posterior: -233202.19423629093 || Iter Time:0.005775928497314453 || Total time:19.939457893371582 Iteration: 13 || Clusters count: 2 || Log posterior: -232736.64046035058 || Iter Time:4.451716184616089 || Total time:24.39117407798767 Iteration: 14 || Clusters count: 2 || Log posterior: -232733.71797889017 || Iter Time:0.005805015563964844 || Total time:24.396979093551636 Iteration: 15 || Clusters count: 2 || Log posterior: -232707.4671074271 || Iter Time:0.0058019161224365234 || Total time:24.402781009674072 Iteration: 16 || Clusters count: 2 || Log posterior: -232722.8499199271 || Iter Time:0.0058269500732421875 || Total time:24.408607959747314 Iteration: 17 || Clusters count: 2 || Log posterior: -232673.8366446095 || Iter Time:0.0057561397552490234 || Total time:24.414364099502563 Iteration: 18 || Clusters count: 2 || Log posterior: -232641.01503972002 || Iter Time:0.005805015563964844 || Total time:24.42016911506653 Iteration: 19 || Clusters count: 2 || Log posterior: -232638.2591317017 || Iter Time:0.006150007247924805 || Total time:24.426319122314453 Iteration: 20 || Clusters count: 2 || Log posterior: -232580.1430839766 || Iter Time:1.68013596534729 || Total time:26.106455087661743 Loading and distributing data: 0.000744 seconds (142 allocations: 396.039 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232844.57434090972 || Iter Time:0.03337597846984863 || Total time:26.139831066131592 Iteration: 22 || Clusters count: 2 || Log posterior: -232825.29472611152 || Iter Time:0.005555152893066406 || Total time:26.145386219024658 Iteration: 23 || Clusters count: 2 || Log posterior: -232791.84715523277 || Iter Time:0.005510091781616211 || Total time:26.150896310806274 Iteration: 24 || Clusters count: 2 || Log posterior: -232789.1116643811 || Iter Time:0.005496025085449219 || Total time:26.156392335891724 Iteration: 25 || Clusters count: 2 || Log posterior: -232770.50089563077 || Iter Time:0.005415916442871094 || Total time:26.161808252334595 Iteration: 26 || Clusters count: 2 || Log posterior: -232780.2991836115 || Iter Time:0.00557398796081543 || Total time:26.16738224029541 Iteration: 27 || Clusters count: 2 || Log posterior: -232785.9319768811 || Iter Time:0.00541996955871582 || Total time:26.172802209854126 Iteration: 28 || Clusters count: 3 || Log posterior: -232541.44923958884 || Iter Time:0.007318973541259766 || Total time:26.180121183395386 Iteration: 29 || Clusters count: 3 || Log posterior: -232445.93509021142 || Iter Time:0.005712032318115234 || Total time:26.1858332157135 Iteration: 30 || Clusters count: 3 || Log posterior: -232405.86175936265 || Iter Time:0.005664825439453125 || Total time:26.191498041152954 Iteration: 31 || Clusters count: 4 || Log posterior: -232002.09308271762 || Iter Time:0.007267951965332031 || Total time:26.198765993118286 Iteration: 32 || Clusters count: 4 || Log posterior: -231904.4750026362 || Iter Time:0.005988121032714844 || Total time:26.204754114151 Iteration: 33 || Clusters count: 4 || Log posterior: -231892.0670246887 || Iter Time:0.0060808658599853516 || Total time:26.210834980010986 Iteration: 34 || Clusters count: 4 || Log posterior: -231863.51804062727 || Iter Time:0.0059931278228759766 || Total time:26.216828107833862 Iteration: 35 || Clusters count: 4 || Log posterior: -231861.91336222333 || Iter Time:0.0060198307037353516 || Total time:26.222847938537598 Iteration: 36 || Clusters count: 4 || Log posterior: -231855.8187855924 || Iter Time:0.007073879241943359 || Total time:26.22992181777954 Iteration: 37 || Clusters count: 4 || Log posterior: -231870.3040393406 || Iter Time:0.007113933563232422 || Total time:26.237035751342773 Iteration: 38 || Clusters count: 4 || Log posterior: -231848.1955496766 || Iter Time:0.007308006286621094 || Total time:26.244343757629395 Iteration: 39 || Clusters count: 4 || Log posterior: -231826.58657949578 || Iter Time:0.007245063781738281 || Total time:26.251588821411133 Iteration: 40 || Clusters count: 4 || Log posterior: -231847.35091324002 || Iter Time:0.00727391242980957 || Total time:26.258862733840942 Iteration: 41 || Clusters count: 4 || Log posterior: -231744.8154930597 || Iter Time:0.007155895233154297 || Total time:26.266018629074097 Loading and distributing data: 0.000631 seconds (142 allocations: 396.039 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261876.5891085449 || Iter Time:0.006342172622680664 || Total time:26.272360801696777 Iteration: 43 || Clusters count: 4 || Log posterior: -261822.47520251633 || Iter Time:0.007218837738037109 || Total time:26.279579639434814 Iteration: 44 || Clusters count: 4 || Log posterior: -261829.791432383 || Iter Time:0.0070650577545166016 || Total time:26.28664469718933 Iteration: 45 || Clusters count: 4 || Log posterior: -261793.02804332328 || Iter Time:0.007028102874755859 || Total time:26.293672800064087 Iteration: 46 || Clusters count: 4 || Log posterior: -261824.6050003975 || Iter Time:0.007315158843994141 || Total time:26.30098795890808 Iteration: 47 || Clusters count: 4 || Log posterior: -261814.02541030268 || Iter Time:0.007114887237548828 || Total time:26.30810284614563 Iteration: 48 || Clusters count: 4 || Log posterior: -261795.73238366528 || Iter Time:0.007235050201416016 || Total time:26.315337896347046 Iteration: 49 || Clusters count: 4 || Log posterior: -261796.9640892424 || Iter Time:0.00698089599609375 || Total time:26.32231879234314 Iteration: 50 || Clusters count: 4 || Log posterior: -261787.76132762327 || Iter Time:0.006978034973144531 || Total time:26.329296827316284 Iteration: 51 || Clusters count: 4 || Log posterior: -261770.401289348 || Iter Time:0.007316112518310547 || Total time:26.336612939834595 Iteration: 52 || Clusters count: 6 || Log posterior: -261146.6456334036 || Iter Time:0.04579281806945801 || Total time:26.382405757904053 Iteration: 53 || Clusters count: 6 || Log posterior: -261021.16802125965 || Iter Time:0.007397174835205078 || Total time:26.389802932739258 Iteration: 54 || Clusters count: 6 || Log posterior: -260999.39532679858 || Iter Time:0.006794929504394531 || Total time:26.396597862243652 Iteration: 55 || Clusters count: 6 || Log posterior: -260964.9679633455 || Iter Time:0.006575107574462891 || Total time:26.403172969818115 Iteration: 56 || Clusters count: 6 || Log posterior: -260952.5195196 || Iter Time:0.006624937057495117 || Total time:26.40979790687561 Iteration: 57 || Clusters count: 6 || Log posterior: -260960.18506760156 || Iter Time:0.006617069244384766 || Total time:26.416414976119995 Iteration: 58 || Clusters count: 6 || Log posterior: -260946.74714463996 || Iter Time:0.006665945053100586 || Total time:26.423080921173096 Iteration: 59 || Clusters count: 7 || Log posterior: -260598.04304543 || Iter Time:0.007910013198852539 || Total time:26.43099093437195 Iteration: 60 || Clusters count: 7 || Log posterior: -260513.526271895 || Iter Time:0.0069010257720947266 || Total time:26.437891960144043 Iteration: 61 || Clusters count: 7 || Log posterior: -260508.87981862092 || Iter Time:0.006909847259521484 || Total time:26.444801807403564 Iteration: 62 || Clusters count: 7 || Log posterior: -260435.96765156192 || Iter Time:0.0067119598388671875 || Total time:26.45151376724243 Loading and distributing data: 0.000604 seconds (142 allocations: 396.039 KiB) Iteration: 63 || Clusters count: 7 || Log posterior: -260806.34655722202 || Iter Time:0.0070269107818603516 || Total time:26.458540678024292 Iteration: 64 || Clusters count: 7 || Log posterior: -260743.8290359553 || Iter Time:0.007036924362182617 || Total time:26.465577602386475 Iteration: 65 || Clusters count: 7 || Log posterior: -260692.4513743626 || Iter Time:0.006935834884643555 || Total time:26.472513437271118 Iteration: 66 || Clusters count: 7 || Log posterior: -260707.85901113134 || Iter Time:0.007055044174194336 || Total time:26.479568481445312 Iteration: 67 || Clusters count: 10 || Log posterior: -259848.62306758336 || Iter Time:0.009768962860107422 || Total time:26.48933744430542 Iteration: 68 || Clusters count: 11 || Log posterior: -259147.10272122655 || Iter Time:0.009089946746826172 || Total time:26.498427391052246 Iteration: 69 || Clusters count: 11 || Log posterior: -258981.54966563068 || Iter Time:0.023307085037231445 || Total time:26.521734476089478 Iteration: 70 || Clusters count: 11 || Log posterior: -258936.83294309065 || Iter Time:0.009845972061157227 || Total time:26.531580448150635 Iteration: 71 || Clusters count: 11 || Log posterior: -258959.86729273706 || Iter Time:0.009639978408813477 || Total time:26.54122042655945 Iteration: 72 || Clusters count: 11 || Log posterior: -258966.13561500324 || Iter Time:0.009763956069946289 || Total time:26.550984382629395 Iteration: 73 || Clusters count: 11 || Log posterior: -258941.54317881397 || Iter Time:0.029883861541748047 || Total time:26.580868244171143 Iteration: 74 || Clusters count: 14 || Log posterior: -257758.24749078116 || Iter Time:0.012193918228149414 || Total time:26.593062162399292 Iteration: 75 || Clusters count: 14 || Log posterior: -257559.94065703984 || Iter Time:0.010014057159423828 || Total time:26.603076219558716 Iteration: 76 || Clusters count: 14 || Log posterior: -257535.81940739727 || Iter Time:0.010179996490478516 || Total time:26.613256216049194 Iteration: 77 || Clusters count: 14 || Log posterior: -257531.40408662276 || Iter Time:0.009710073471069336 || Total time:26.622966289520264 Iteration: 78 || Clusters count: 14 || Log posterior: -257553.705391043 || Iter Time:0.009598016738891602 || Total time:26.632564306259155 Iteration: 79 || Clusters count: 14 || Log posterior: -257562.24767637212 || Iter Time:0.009553194046020508 || Total time:26.642117500305176 Iteration: 80 || Clusters count: 14 || Log posterior: -257550.708330816 || Iter Time:0.009736061096191406 || Total time:26.651853561401367 Iteration: 81 || Clusters count: 14 || Log posterior: -257533.188929664 || Iter Time:0.009373188018798828 || Total time:26.661226749420166 Iteration: 82 || Clusters count: 14 || Log posterior: -257538.52280263457 || Iter Time:0.7887189388275146 || Total time:27.44994568824768 Iteration: 83 || Clusters count: 14 || Log posterior: -257519.8306446446 || Iter Time:0.010498046875 || Total time:27.46044373512268 Loading and distributing data: 0.000632 seconds (142 allocations: 396.039 KiB) Iteration: 84 || Clusters count: 15 || Log posterior: -257123.36224913827 || Iter Time:0.013022899627685547 || Total time:27.473466634750366 Iteration: 85 || Clusters count: 16 || Log posterior: -256545.99734204842 || Iter Time:0.02645707130432129 || Total time:27.499923706054688 Iteration: 86 || Clusters count: 16 || Log posterior: -256533.81484464256 || Iter Time:0.011683940887451172 || Total time:27.51160764694214 Iteration: 87 || Clusters count: 16 || Log posterior: -256521.00482310983 || Iter Time:0.011667966842651367 || Total time:27.52327561378479 Iteration: 88 || Clusters count: 16 || Log posterior: -256524.18963462484 || Iter Time:0.011671066284179688 || Total time:27.53494668006897 Iteration: 89 || Clusters count: 17 || Log posterior: -256125.6353982106 || Iter Time:0.015124797821044922 || Total time:27.550071477890015 Iteration: 90 || Clusters count: 17 || Log posterior: -256114.26332823548 || Iter Time:0.014380931854248047 || Total time:27.564452409744263 Iteration: 91 || Clusters count: 18 || Log posterior: -255656.08528881182 || Iter Time:0.015374898910522461 || Total time:27.579827308654785 Iteration: 92 || Clusters count: 18 || Log posterior: -255668.2930001662 || Iter Time:0.014470100402832031 || Total time:27.594297409057617 Iteration: 93 || Clusters count: 18 || Log posterior: -255645.44222483845 || Iter Time:0.02645397186279297 || Total time:27.62075138092041 Iteration: 94 || Clusters count: 18 || Log posterior: -255641.29350908348 || Iter Time:0.014562129974365234 || Total time:27.635313510894775 Iteration: 95 || Clusters count: 18 || Log posterior: -255640.4134351278 || Iter Time:0.014799118041992188 || Total time:27.650112628936768 Iteration: 96 || Clusters count: 18 || Log posterior: -255646.95363667555 || Iter Time:0.014751911163330078 || Total time:27.664864540100098 Iteration: 97 || Clusters count: 18 || Log posterior: -255637.192071828 || Iter Time:0.014831066131591797 || Total time:27.67969560623169 Iteration: 98 || Clusters count: 18 || Log posterior: -255637.79017467352 || Iter Time:0.014829874038696289 || Total time:27.694525480270386 Iteration: 99 || Clusters count: 18 || Log posterior: -255642.98917141737 || Iter Time:0.01554107666015625 || Total time:27.710066556930542 Iteration: 100 || Clusters count: 18 || Log posterior: -255637.96439926323 || Iter Time:0.022266149520874023 || Total time:27.732332706451416 Iteration: 101 || Clusters count: 18 || Log posterior: -255639.2037257122 || Iter Time:0.017210960388183594 || Total time:27.7495436668396 Iteration: 102 || Clusters count: 18 || Log posterior: -255640.06152935908 || Iter Time:0.01771402359008789 || Total time:27.767257690429688 Iteration: 103 || Clusters count: 18 || Log posterior: -255645.92927428283 || Iter Time:0.01711106300354004 || Total time:27.784368753433228 Iteration: 104 || Clusters count: 18 || Log posterior: -255641.6468037812 || Iter Time:0.01711893081665039 || Total time:27.801487684249878 Loading and distributing data: 0.000615 seconds (142 allocations: 396.039 KiB) Iteration: 105 || Clusters count: 20 || Log posterior: -254168.35347453022 || Iter Time:0.023401975631713867 || Total time:27.824889659881592 Iteration: 106 || Clusters count: 20 || Log posterior: -254124.32390187404 || Iter Time:0.020779132843017578 || Total time:27.84566879272461 Iteration: 107 || Clusters count: 20 || Log posterior: -254124.32390187404 || Iter Time:0.0206758975982666 || Total time:27.866344690322876 Iteration: 108 || Clusters count: 20 || Log posterior: -254124.32390187404 || Iter Time:0.02046799659729004 || Total time:27.886812686920166 Iteration: 109 || Clusters count: 20 || Log posterior: -254124.32390187404 || Iter Time:0.025506973266601562 || Total 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time:28.234224557876587 Iteration: 124 || Clusters count: 20 || Log posterior: -254127.8015556802 || Iter Time:0.02523207664489746 || Total time:28.259456634521484 Iteration: 125 || Clusters count: 20 || Log posterior: -254124.81180832177 || Iter Time:0.023618221282958984 || Total time:28.283074855804443 Loading and distributing data: 0.000602 seconds (142 allocations: 396.039 KiB) Iteration: 126 || Clusters count: 20 || Log posterior: -254199.87798374076 || Iter Time:0.025685787200927734 || Total time:28.30876064300537 Iteration: 127 || Clusters count: 20 || Log posterior: -254160.48779625725 || Iter Time:0.030245065689086914 || Total time:28.339005708694458 Iteration: 128 || Clusters count: 20 || Log posterior: -254163.4649907613 || Iter Time:0.025346994400024414 || Total time:28.364352703094482 Iteration: 129 || Clusters count: 20 || Log posterior: -254163.4649907613 || Iter Time:0.02562999725341797 || Total time:28.3899827003479 Iteration: 130 || Clusters count: 20 || Log posterior: -254157.73504122646 || Iter Time:0.030040979385375977 || Total time:28.420023679733276 Iteration: 131 || Clusters count: 20 || Log posterior: -254157.73504122646 || Iter Time:0.02563619613647461 || Total time:28.44565987586975 Iteration: 132 || Clusters count: 20 || Log posterior: -254157.76541555082 || Iter Time:0.025250911712646484 || Total time:28.470910787582397 Iteration: 133 || Clusters count: 20 || Log posterior: -254158.65768700765 || Iter Time:0.02860713005065918 || Total time:28.499517917633057 Iteration: 134 || Clusters count: 20 || Log posterior: -254157.73504122646 || Iter Time:0.024731874465942383 || Total time:28.524249792099 Iteration: 135 || Clusters count: 20 || Log posterior: -254157.76541555082 || Iter Time:0.025367021560668945 || Total time:28.549616813659668 Iteration: 136 || Clusters count: 20 || Log posterior: -254157.76541555082 || Iter Time:0.029517173767089844 || Total time:28.579133987426758 Iteration: 137 || Clusters count: 20 || Log posterior: -254159.79413162213 || Iter Time:0.025938987731933594 || Total time:28.60507297515869 Iteration: 138 || Clusters count: 20 || Log posterior: -254160.68640307896 || Iter Time:0.02484583854675293 || Total time:28.629918813705444 Iteration: 139 || Clusters count: 20 || Log posterior: -254162.29058262147 || Iter Time:0.025660037994384766 || Total time:28.65557885169983 Iteration: 140 || Clusters count: 20 || Log posterior: -254162.29058262147 || Iter Time:0.029260873794555664 || Total time:28.684839725494385 Iteration: 141 || Clusters count: 20 || Log posterior: -254162.29058262147 || Iter Time:0.025249004364013672 || Total time:28.7100887298584 Iteration: 142 || Clusters count: 20 || Log posterior: -254162.84861051387 || Iter Time:0.025223970413208008 || Total time:28.735312700271606 Iteration: 143 || Clusters count: 20 || Log posterior: -254161.01687441836 || Iter Time:0.029091835021972656 || Total time:28.76440453529358 Iteration: 144 || Clusters count: 20 || Log posterior: -254160.09422863717 || Iter Time:0.02547597885131836 || Total time:28.789880514144897 Iteration: 145 || Clusters count: 20 || Log posterior: -254159.50054246007 || Iter Time:0.02593994140625 || Total time:28.815820455551147 Iteration: 146 || Clusters count: 20 || Log posterior: -254159.50054246007 || Iter Time:0.028285980224609375 || Total time:28.844106435775757 Loading and distributing data: 0.000705 seconds (142 allocations: 396.039 KiB) Iteration: 147 || Clusters count: 20 || Log posterior: -254030.37741892206 || Iter Time:0.025989055633544922 || Total time:28.8700954914093 Iteration: 148 || Clusters count: 20 || Log posterior: -254024.3874948996 || Iter Time:0.025081872940063477 || Total time:28.895177364349365 Iteration: 149 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.024819135665893555 || Total time:28.91999650001526 Iteration: 150 || Clusters count: 20 || Log posterior: -254036.9140195572 || Iter Time:0.03011488914489746 || Total time:28.950111389160156 Iteration: 151 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.02530813217163086 || Total time:28.975419521331787 Iteration: 152 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.02539205551147461 || Total time:29.00081157684326 Iteration: 153 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.03068089485168457 || Total time:29.031492471694946 Iteration: 154 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.025576114654541016 || Total time:29.057068586349487 Iteration: 155 || Clusters count: 20 || Log posterior: -254022.39191014037 || Iter Time:0.025844097137451172 || Total time:29.08291268348694 Iteration: 156 || Clusters count: 20 || Log posterior: -254025.16944325154 || Iter Time:0.02999401092529297 || Total time:29.11290669441223 Iteration: 157 || Clusters count: 20 || Log posterior: -254028.80464116152 || Iter Time:0.026604890823364258 || Total time:29.139511585235596 Iteration: 158 || Clusters count: 20 || Log posterior: -254023.67358747343 || Iter Time:0.025866985321044922 || Total time:29.16537857055664 Iteration: 159 || Clusters count: 20 || Log posterior: -254023.67358747343 || Iter Time:0.023965835571289062 || Total time:29.18934440612793 Iteration: 160 || Clusters count: 20 || Log posterior: -254030.23762679525 || Iter Time:0.02898406982421875 || Total time:29.21832847595215 Iteration: 161 || Clusters count: 20 || Log posterior: -254025.66917223262 || Iter Time:0.024204015731811523 || Total time:29.24253249168396 Iteration: 162 || Clusters count: 20 || Log posterior: -254025.66917223262 || Iter Time:0.025599002838134766 || Total time:29.268131494522095 Iteration: 163 || Clusters count: 20 || Log posterior: -254029.6597147441 || Iter Time:0.02935791015625 || Total time:29.297489404678345 Iteration: 164 || Clusters count: 20 || Log posterior: -254025.66917223262 || Iter Time:0.025599002838134766 || Total time:29.32308840751648 Iteration: 165 || Clusters count: 20 || Log posterior: -254025.27030581248 || Iter Time:0.025247812271118164 || Total time:29.348336219787598 Iteration: 166 || Clusters count: 20 || Log posterior: -254027.16502801073 || Iter Time:0.03007197380065918 || Total time:29.378408193588257 Iteration: 167 || Clusters count: 20 || Log posterior: -254027.16502801073 || Iter Time:0.023146867752075195 || Total time:29.401555061340332 Loading and distributing data: 0.000544 seconds (142 allocations: 396.039 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254080.5145490193 || Iter Time:0.02364182472229004 || Total time:29.425196886062622 Iteration: 169 || Clusters count: 20 || Log posterior: -254063.5486362085 || Iter Time:0.023808956146240234 || Total time:29.449005842208862 Iteration: 170 || Clusters count: 20 || Log posterior: -254065.13492774617 || Iter Time:0.02804708480834961 || Total time:29.477052927017212 Iteration: 171 || Clusters count: 20 || Log posterior: -254062.5323644957 || Iter Time:0.023235082626342773 || Total time:29.500288009643555 Iteration: 172 || Clusters count: 20 || Log posterior: -254060.94607295803 || Iter Time:0.022988080978393555 || Total time:29.52327609062195 Iteration: 173 || Clusters count: 20 || Log posterior: -254065.62216558575 || Iter Time:0.02879500389099121 || Total time:29.55207109451294 Iteration: 174 || Clusters count: 20 || Log posterior: -254062.31875142374 || Iter Time:0.0240018367767334 || Total time:29.576072931289673 Iteration: 175 || Clusters count: 20 || Log posterior: -254060.41575859443 || Iter Time:0.023730039596557617 || Total time:29.59980297088623 Iteration: 176 || Clusters count: 20 || Log posterior: -254060.94060452387 || Iter Time:0.028205156326293945 || Total time:29.628008127212524 Iteration: 177 || Clusters count: 20 || Log posterior: -254070.41041593763 || Iter Time:0.024171113967895508 || Total time:29.65217924118042 Iteration: 178 || Clusters count: 20 || Log posterior: -254075.44845852308 || Iter Time:0.023361921310424805 || Total time:29.675541162490845 Iteration: 179 || Clusters count: 20 || Log posterior: -254060.4142676902 || Iter Time:0.02452993392944336 || Total time:29.700071096420288 Iteration: 180 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.029194116592407227 || Total time:29.729265213012695 Iteration: 181 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.02417612075805664 || Total time:29.753441333770752 Iteration: 182 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.0245668888092041 || Total time:29.778008222579956 Iteration: 183 || Clusters count: 20 || Log posterior: -254063.72376126674 || Iter Time:0.030139923095703125 || Total time:29.80814814567566 Iteration: 184 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.02638101577758789 || Total time:29.834529161453247 Iteration: 185 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.025941133499145508 || Total time:29.860470294952393 Iteration: 186 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.025723934173583984 || Total time:29.886194229125977 Iteration: 187 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.029661178588867188 || Total time:29.915855407714844 Iteration: 188 || Clusters count: 20 || Log posterior: -254059.01074875143 || Iter Time:0.02416706085205078 || Total time:29.940022468566895 Loading and distributing data: 0.000544 seconds (142 allocations: 396.039 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254492.43455196073 || Iter Time:0.025409936904907227 || Total time:29.9654324054718 Iteration: 190 || Clusters count: 20 || Log posterior: -254480.33807122143 || Iter Time:0.028953075408935547 || Total time:29.994385480880737 Iteration: 191 || Clusters count: 20 || Log posterior: -254474.9486095934 || Iter Time:0.025285959243774414 || Total time:30.01967144012451 Iteration: 192 || Clusters count: 20 || Log posterior: -254472.04240236536 || Iter Time:0.025861024856567383 || Total time:30.04553246498108 Iteration: 193 || Clusters count: 20 || Log posterior: -254469.98965489605 || Iter Time:0.03040313720703125 || Total time:30.07593560218811 Iteration: 194 || Clusters count: 20 || Log posterior: -254471.8552366297 || Iter Time:0.025866985321044922 || Total time:30.101802587509155 Iteration: 195 || Clusters count: 20 || Log posterior: -254471.16876307034 || Iter Time:0.02567291259765625 || Total time:30.12747550010681 Iteration: 196 || Clusters count: 20 || Log posterior: -254476.67652136428 || Iter Time:0.02968597412109375 || Total time:30.157161474227905 Iteration: 197 || Clusters count: 20 || Log posterior: -254475.03102158385 || Iter Time:0.025671958923339844 || Total time:30.182833433151245 Iteration: 198 || Clusters count: 20 || Log posterior: -254479.8899090607 || Iter Time:0.025054931640625 || Total time:30.20788836479187 Iteration: 199 || Clusters count: 20 || Log posterior: -254476.40604499273 || Iter Time:0.025561094284057617 || Total time:30.233449459075928 Iteration: 200 || Clusters count: 20 || Log posterior: -254474.2562269547 || Iter Time:0.029035091400146484 || Total time:30.262484550476074 Iteration: 201 || Clusters count: 20 || Log posterior: -254473.7232148047 || Iter Time:0.024930953979492188 || Total time:30.287415504455566 Iteration: 202 || Clusters count: 20 || Log posterior: -254469.76626448147 || Iter Time:0.024749040603637695 || Total time:30.312164545059204 Iteration: 203 || Clusters count: 20 || Log posterior: -254469.76626448147 || Iter Time:0.02900099754333496 || Total time:30.34116554260254 Iteration: 204 || Clusters count: 20 || Log posterior: -254469.1053838964 || Iter Time:0.024855852127075195 || Total time:30.366021394729614 Iteration: 205 || Clusters count: 20 || Log posterior: -254469.73866201952 || Iter Time:0.025436878204345703 || Total time:30.39145827293396 Iteration: 206 || Clusters count: 20 || Log posterior: -254473.0867019114 || Iter Time:0.029594898223876953 || Total time:30.421053171157837 Iteration: 207 || Clusters count: 20 || Log posterior: -254482.6090246738 || Iter Time:0.024737119674682617 || Total time:30.44579029083252 Iteration: 208 || Clusters count: 20 || Log posterior: -254469.33659228776 || Iter Time:0.025536060333251953 || Total time:30.47132635116577 Iteration: 209 || Clusters count: 20 || Log posterior: -254469.33659228776 || Iter Time:0.028377056121826172 || Total time:30.499703407287598 NMI: 0.8247683680024499 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m34.7s [74652, 108528, 24006, 67222, 18559, 13915, 11533, 61908, 52084, 12189, 112979, 427, 14395, 50435, 19688, 45489, 210627, 194, 45575, 55595] Loading and distributing data: 0.000754 seconds (142 allocations: 13.227 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:4.931061029434204 || Total time:4.931061029434204 Iteration: 1 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.002313852310180664 || Total time:4.933374881744385 Iteration: 2 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.0017268657684326172 || Total time:4.935101747512817 Iteration: 3 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.001538991928100586 || Total time:4.936640739440918 Iteration: 4 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.0016341209411621094 || Total time:4.93827486038208 Iteration: 5 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.0017559528350830078 || Total time:4.940030813217163 Iteration: 6 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.0014681816101074219 || Total time:4.9414989948272705 Iteration: 7 || Clusters count: 1 || Log posterior: -6385.1853328036905 || Iter Time:0.001708984375 || Total time:4.9432079792022705 Iteration: 8 || Clusters count: 2 || Log posterior: -6040.825293516709 || Iter Time:0.16046690940856934 || Total time:5.10367488861084 Iteration: 9 || Clusters count: 2 || Log posterior: -6037.143129901178 || Iter Time:0.002279043197631836 || Total time:5.105953931808472 Iteration: 10 || Clusters count: 2 || Log posterior: -6034.264725210435 || Iter Time:0.002045869827270508 || Total time:5.107999801635742 Iteration: 11 || Clusters count: 2 || Log posterior: -6034.800845562914 || Iter Time:0.0019719600677490234 || Total time:5.109971761703491 Iteration: 12 || Clusters count: 2 || Log posterior: -6031.658791213617 || Iter Time:0.0019190311431884766 || Total time:5.11189079284668 Iteration: 13 || Clusters count: 2 || Log posterior: -6009.314097517407 || Iter Time:0.0018129348754882812 || Total time:5.113703727722168 Iteration: 14 || Clusters count: 2 || Log posterior: -6010.081280314434 || Iter Time:0.0019190311431884766 || Total 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Iteration: 22 || Clusters count: 4 || Log posterior: -5808.7110983355105 || Iter Time:0.002669811248779297 || Total time:5.138041734695435 Iteration: 23 || Clusters count: 4 || Log posterior: -5806.222188942456 || Iter Time:0.003164052963256836 || Total time:5.141205787658691 Iteration: 24 || Clusters count: 4 || Log posterior: -5793.047814158372 || Iter Time:0.0026121139526367188 || Total time:5.143817901611328 Iteration: 25 || Clusters count: 4 || Log posterior: -5790.581299954236 || Iter Time:0.0026040077209472656 || Total time:5.146421909332275 Iteration: 26 || Clusters count: 4 || Log posterior: -5793.048214129477 || Iter Time:0.0025959014892578125 || Total time:5.149017810821533 Iteration: 27 || Clusters count: 4 || Log posterior: -5819.129355213741 || Iter Time:0.0027539730072021484 || Total time:5.151771783828735 Iteration: 28 || Clusters count: 4 || Log posterior: -5791.701735281375 || Iter Time:0.08909797668457031 || Total time:5.240869760513306 Iteration: 29 || Clusters count: 5 || Log posterior: -5733.60052107439 || Iter Time:0.005655050277709961 || Total time:5.246524810791016 Iteration: 30 || Clusters count: 5 || Log posterior: -5682.653132076632 || Iter Time:1.2965850830078125 || Total time:6.543109893798828 false [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, 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, 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, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1] Loading and distributing data: 0.000341 seconds (142 allocations: 13.227 KiB) Iteration: 31 || Clusters count: 5 || Log posterior: 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|| Total time:28.612444639205933 Iteration: 1372 || Clusters count: 12 || Log posterior: -3502.1186199502717 || Iter Time:0.025954008102416992 || Total time:28.63839864730835 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1373 || Clusters count: 12 || Log posterior: -3564.7986476071833 || Iter Time:0.010883092880249023 || Total time:28.6492817401886 Iteration: 1374 || Clusters count: 12 || Log posterior: -3505.300169004792 || Iter Time:0.025913000106811523 || Total time:28.67519474029541 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1375 || Clusters count: 12 || Log posterior: -3551.6999096213353 || Iter Time:0.010689973831176758 || Total time:28.685884714126587 Iteration: 1376 || Clusters count: 12 || Log posterior: -3504.112727786962 || Iter Time:0.02524709701538086 || Total time:28.711131811141968 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1377 || 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-3497.2963199018154 || Iter Time:0.0281369686126709 || Total time:29.402248859405518 Loading and distributing data: 0.000200 seconds (142 allocations: 13.227 KiB) Iteration: 1411 || Clusters count: 13 || Log posterior: -3551.2908165895146 || Iter Time:0.010430097579956055 || Total time:29.412678956985474 Iteration: 1412 || Clusters count: 13 || Log posterior: -3496.308744980703 || Iter Time:0.026903867721557617 || Total time:29.43958282470703 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1413 || Clusters count: 13 || Log posterior: -3578.044654253574 || Iter Time:0.010513067245483398 || Total time:29.450095891952515 Iteration: 1414 || Clusters count: 13 || Log posterior: -3505.7769920517476 || Iter Time:0.028708934783935547 || Total time:29.47880482673645 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1415 || Clusters count: 13 || Log posterior: -3555.5663318213406 || Iter Time:0.010688066482543945 || 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-3444.140311432177 || Iter Time:0.027632951736450195 || Total time:30.343225479125977 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1455 || Clusters count: 14 || Log posterior: -3527.158678823663 || Iter Time:0.012800931930541992 || Total time:30.35602641105652 Iteration: 1456 || Clusters count: 14 || Log posterior: -3482.8421698991096 || Iter Time:0.030765056610107422 || Total time:30.386791467666626 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1457 || Clusters count: 13 || Log posterior: -3551.0596404533344 || Iter Time:0.012551069259643555 || Total time:30.39934253692627 Iteration: 1458 || Clusters count: 13 || Log posterior: -3505.985777537257 || Iter Time:0.03290104866027832 || Total time:30.432243585586548 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1459 || Clusters count: 13 || Log posterior: -3574.528001980923 || Iter Time:0.011535882949829102 || Total time:30.443779468536377 Iteration: 1460 || Clusters count: 13 || Log posterior: -3522.894444645566 || Iter Time:0.027833938598632812 || Total time:30.47161340713501 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1461 || Clusters count: 13 || Log posterior: -3583.4892122434508 || Iter Time:0.011023998260498047 || Total time:30.482637405395508 Iteration: 1462 || Clusters count: 13 || Log posterior: -3527.861233240932 || Iter Time:0.027157068252563477 || Total time:30.50979447364807 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1463 || Clusters count: 13 || Log posterior: -3560.3114621519435 || Iter Time:0.010911941528320312 || Total time:30.52070641517639 Iteration: 1464 || Clusters count: 13 || Log posterior: -3509.961232649023 || Iter Time:0.027060985565185547 || Total time:30.547767400741577 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1465 || Clusters 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-3481.294996317345 || Iter Time:0.027263879776000977 || Total time:30.77862024307251 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1477 || Clusters count: 13 || Log posterior: -3528.288609051721 || Iter Time:0.011644124984741211 || Total time:30.79026436805725 Iteration: 1478 || Clusters count: 13 || Log posterior: -3489.072139910771 || Iter Time:0.027328968048095703 || Total time:30.817593336105347 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1479 || Clusters count: 13 || Log posterior: -3508.5333480966146 || Iter Time:0.010730981826782227 || Total time:30.82832431793213 Iteration: 1480 || Clusters count: 13 || Log posterior: -3458.1243241015004 || Iter Time:0.027270078659057617 || Total time:30.855594396591187 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1481 || Clusters count: 13 || Log posterior: -3504.4605500401335 || Iter Time:0.010911941528320312 || Total time:30.866506338119507 Iteration: 1482 || Clusters count: 13 || Log posterior: -3426.9762835895226 || Iter Time:0.052266836166381836 || Total time:30.91877317428589 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1483 || Clusters count: 13 || Log posterior: -3508.46111083813 || Iter Time:0.011048078536987305 || Total time:30.929821252822876 Iteration: 1484 || Clusters count: 13 || Log posterior: -3467.5268781438485 || Iter Time:0.027026891708374023 || Total time:30.95684814453125 Loading and distributing data: 0.000171 seconds (142 allocations: 13.227 KiB) Iteration: 1485 || Clusters count: 13 || Log posterior: -3510.6311339530125 || Iter Time:0.011038064956665039 || Total time:30.967886209487915 Iteration: 1486 || Clusters count: 13 || Log posterior: -3452.7673402094197 || Iter Time:0.028193950653076172 || Total time:30.99608016014099 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1487 || Clusters count: 12 || Log posterior: -3468.681002638762 || Iter Time:0.010789155960083008 || Total time:31.006869316101074 Iteration: 1488 || Clusters count: 12 || Log posterior: -3417.4415857052063 || Iter Time:0.025352001190185547 || Total time:31.03222131729126 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1489 || Clusters count: 12 || Log posterior: -3494.0496759684934 || Iter Time:0.00984501838684082 || Total time:31.0420663356781 Iteration: 1490 || Clusters count: 12 || Log posterior: -3435.850595953713 || Iter Time:0.024341106414794922 || Total time:31.066407442092896 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1491 || Clusters count: 12 || Log posterior: -3506.4121136745243 || Iter Time:0.009629011154174805 || Total time:31.07603645324707 Iteration: 1492 || Clusters count: 12 || Log posterior: -3459.473427449256 || Iter Time:0.02456212043762207 || Total time:31.100598573684692 Loading and 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|| Iter Time:0.027348041534423828 || Total time:31.207083463668823 Loading and distributing data: 0.000193 seconds (142 allocations: 13.227 KiB) Iteration: 1499 || Clusters count: 12 || Log posterior: -3468.1163221995203 || Iter Time:0.01081991195678711 || Total time:31.21790337562561 Iteration: 1500 || Clusters count: 12 || Log posterior: -3430.980696229898 || Iter Time:0.028818845748901367 || Total time:31.24672222137451 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1501 || Clusters count: 12 || Log posterior: -3469.9364499874173 || Iter Time:0.011002063751220703 || Total time:31.257724285125732 Iteration: 1502 || Clusters count: 12 || Log posterior: -3440.2970927954952 || Iter Time:0.02780008316040039 || Total time:31.285524368286133 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1503 || Clusters count: 12 || Log posterior: -3477.1742693729666 || Iter Time:0.01045989990234375 || Total 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-3458.857010209303 || Iter Time:0.02470111846923828 || Total time:31.634443759918213 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1521 || Clusters count: 12 || Log posterior: -3468.2447139508063 || Iter Time:0.010627985000610352 || Total time:31.645071744918823 Iteration: 1522 || Clusters count: 12 || Log posterior: -3438.792189284956 || Iter Time:0.025015830993652344 || Total time:31.670087575912476 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1523 || Clusters count: 12 || Log posterior: -3512.5310075619773 || Iter Time:0.009802103042602539 || Total time:31.679889678955078 Iteration: 1524 || Clusters count: 12 || Log posterior: -3478.4616579438944 || Iter Time:0.024708986282348633 || Total time:31.704598665237427 Loading and distributing data: 0.000174 seconds (142 allocations: 13.227 KiB) Iteration: 1525 || Clusters count: 12 || Log posterior: -3502.836255273935 || Iter Time:0.013397932052612305 || Total time:31.71799659729004 Iteration: 1526 || Clusters count: 12 || Log posterior: -3455.835745006965 || Iter Time:0.025324106216430664 || Total time:31.74332070350647 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1527 || Clusters count: 12 || Log posterior: -3502.795335046545 || Iter Time:0.012199163436889648 || Total time:31.75551986694336 Iteration: 1528 || Clusters count: 12 || Log posterior: -3456.8567365699223 || Iter Time:0.027559995651245117 || Total time:31.783079862594604 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -3516.515290774565 || Iter Time:0.010999917984008789 || Total time:31.794079780578613 Iteration: 1530 || Clusters count: 12 || Log posterior: -3467.5305845268385 || Iter Time:0.027943849563598633 || Total time:31.822023630142212 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1531 || 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-3460.0554360081965 || Iter Time:0.027823925018310547 || Total time:32.05587863922119 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1543 || Clusters count: 12 || Log posterior: -3502.658715897735 || Iter Time:0.010584831237792969 || Total time:32.066463470458984 Iteration: 1544 || Clusters count: 12 || Log posterior: -3463.1798329193257 || Iter Time:0.027584075927734375 || Total time:32.09404754638672 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1545 || Clusters count: 12 || Log posterior: -3472.3567131989394 || Iter Time:0.01067209243774414 || Total time:32.10471963882446 Iteration: 1546 || Clusters count: 12 || Log posterior: -3428.0076088973424 || Iter Time:0.026763916015625 || Total time:32.13148355484009 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1547 || Clusters count: 12 || Log posterior: -3478.3293710985145 || Iter Time:0.010631084442138672 || 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-3497.7501564344484 || Iter Time:0.010296821594238281 || Total time:32.678157329559326 Iteration: 1576 || Clusters count: 12 || Log posterior: -3463.5785961006286 || Iter Time:0.025918960571289062 || Total time:32.704076290130615 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1577 || Clusters count: 13 || Log posterior: -3473.3559289048685 || Iter Time:0.011233091354370117 || Total time:32.715309381484985 Iteration: 1578 || Clusters count: 12 || Log posterior: -3442.014676148165 || Iter Time:0.028477907180786133 || Total time:32.74378728866577 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1579 || Clusters count: 12 || Log posterior: -3458.557791257145 || Iter Time:0.010554075241088867 || Total time:32.75434136390686 Iteration: 1580 || Clusters count: 12 || Log posterior: -3434.976741804735 || Iter Time:0.02752995491027832 || Total time:32.78187131881714 Loading and distributing data: 0.000192 seconds 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-3465.7436887933522 || Iter Time:0.010490894317626953 || Total time:33.9913547039032 Iteration: 1642 || Clusters count: 12 || Log posterior: -3427.1515444692905 || Iter Time:0.027132034301757812 || Total time:34.018486738204956 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1643 || Clusters count: 12 || Log posterior: -3491.3324700811213 || Iter Time:0.010261058807373047 || Total time:34.02874779701233 Iteration: 1644 || Clusters count: 12 || Log posterior: -3444.549249924829 || Iter Time:0.027052879333496094 || Total time:34.055800676345825 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1645 || Clusters count: 12 || Log posterior: -3479.825193241082 || Iter Time:0.011564016342163086 || Total time:34.06736469268799 Iteration: 1646 || Clusters count: 12 || Log posterior: -3441.682848325445 || Iter Time:0.031347036361694336 || Total time:34.09871172904968 Loading and distributing data: 0.000198 seconds 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Iteration: 1658 || Clusters count: 12 || Log posterior: -3435.6748988241698 || Iter Time:0.026508092880249023 || Total time:34.33049416542053 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1659 || Clusters count: 12 || Log posterior: -3494.536306363335 || Iter Time:0.010483980178833008 || Total time:34.340978145599365 Iteration: 1660 || Clusters count: 12 || Log posterior: -3451.013061208969 || Iter Time:0.027369976043701172 || Total time:34.368348121643066 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1661 || Clusters count: 12 || Log posterior: -3480.1756564122797 || Iter Time:0.011219978332519531 || Total time:34.379568099975586 Iteration: 1662 || Clusters count: 12 || Log posterior: -3437.5489712148146 || Iter Time:0.056089162826538086 || Total time:34.435657262802124 Loading and distributing data: 0.000380 seconds (142 allocations: 13.227 KiB) Iteration: 1663 || Clusters count: 12 || Log 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Iteration: 1680 || Clusters count: 12 || Log posterior: -3468.162149937084 || Iter Time:0.02663397789001465 || Total time:34.7748806476593 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 1681 || Clusters count: 12 || Log posterior: -3499.844708322843 || Iter Time:0.010669946670532227 || Total time:34.785550594329834 Iteration: 1682 || Clusters count: 12 || Log posterior: -3470.1207779709916 || Iter Time:0.028161048889160156 || Total time:34.813711643218994 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1683 || Clusters count: 12 || Log posterior: -3477.003278054354 || Iter Time:0.010638952255249023 || Total time:34.82435059547424 Iteration: 1684 || Clusters count: 12 || Log posterior: -3460.2996950705033 || Iter Time:0.02783989906311035 || Total time:34.85219049453735 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1685 || Clusters count: 12 || Log posterior: -3456.5419651418433 || Iter Time:0.010619878768920898 || Total time:34.862810373306274 Iteration: 1686 || Clusters count: 12 || Log posterior: -3423.880925614564 || Iter Time:0.028554916381835938 || Total time:34.89136528968811 Loading and distributing data: 0.000220 seconds (142 allocations: 13.227 KiB) Iteration: 1687 || Clusters count: 12 || Log posterior: -3490.034835934443 || Iter Time:0.011691093444824219 || Total time:34.903056383132935 Iteration: 1688 || Clusters count: 12 || Log posterior: -3435.8673510358713 || Iter Time:0.027205944061279297 || Total time:34.930262327194214 Loading and distributing data: 0.000196 seconds (142 allocations: 13.227 KiB) Iteration: 1689 || Clusters count: 12 || Log posterior: -3488.2384487393097 || Iter Time:0.010940074920654297 || Total time:34.94120240211487 Iteration: 1690 || Clusters count: 12 || Log posterior: -3454.7247488713306 || Iter Time:0.02818608283996582 || Total time:34.969388484954834 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1691 || Clusters count: 12 || Log posterior: -3511.353225989085 || Iter Time:0.011095046997070312 || Total time:34.980483531951904 Iteration: 1692 || Clusters count: 12 || Log posterior: -3472.285162637921 || Iter Time:0.027249813079833984 || Total time:35.00773334503174 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1693 || Clusters count: 12 || Log posterior: -3528.828247786865 || Iter Time:0.01162099838256836 || Total time:35.01935434341431 Iteration: 1694 || Clusters count: 12 || Log posterior: -3485.6354772594455 || Iter Time:0.028828859329223633 || Total time:35.04818320274353 Loading and distributing data: 0.000204 seconds (142 allocations: 13.227 KiB) Iteration: 1695 || Clusters count: 12 || Log posterior: -3531.0039189012 || Iter Time:0.010898113250732422 || Total time:35.05908131599426 Iteration: 1696 || Clusters count: 12 || Log posterior: -3492.7653433290466 || Iter Time:0.027629852294921875 || Total time:35.086711168289185 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1697 || Clusters count: 12 || Log posterior: -3553.710159561948 || Iter Time:0.010975837707519531 || Total time:35.097687005996704 Iteration: 1698 || Clusters count: 12 || Log posterior: -3480.5904499487538 || Iter Time:0.02843308448791504 || Total time:35.12612009048462 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1699 || Clusters count: 12 || Log posterior: -3483.9453499231654 || Iter Time:0.03572487831115723 || Total time:35.161844968795776 Iteration: 1700 || Clusters count: 12 || Log posterior: -3449.726208061139 || Iter Time:0.029519081115722656 || Total time:35.1913640499115 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1701 || Clusters count: 12 || Log posterior: -3501.0505922746033 || Iter Time:0.010406970977783203 || Total time:35.20177102088928 Iteration: 1702 || Clusters count: 12 || Log posterior: -3469.496032263663 || Iter Time:0.0274050235748291 || Total time:35.22917604446411 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 1703 || Clusters count: 12 || Log posterior: -3514.153995985895 || Iter Time:0.010808944702148438 || Total time:35.23998498916626 Iteration: 1704 || Clusters count: 12 || Log posterior: -3474.6549933575016 || Iter Time:0.028439998626708984 || Total time:35.26842498779297 Loading and distributing data: 0.000209 seconds (142 allocations: 13.227 KiB) Iteration: 1705 || Clusters count: 12 || Log posterior: -3404.9084115404166 || Iter Time:0.010668039321899414 || Total time:35.27909302711487 Iteration: 1706 || Clusters count: 12 || Log posterior: -3393.067805051459 || Iter Time:0.02939009666442871 || Total time:35.3084831237793 Loading and distributing data: 0.000203 seconds (142 allocations: 13.227 KiB) Iteration: 1707 || Clusters count: 12 || Log posterior: -3412.1377510955062 || 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|| Log posterior: -3472.452639529169 || Iter Time:0.026272058486938477 || Total time:35.6544291973114 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1725 || Clusters count: 12 || Log posterior: -3533.1230957373687 || Iter Time:0.010874032974243164 || Total time:35.665303230285645 Iteration: 1726 || Clusters count: 12 || Log posterior: -3481.485190035825 || Iter Time:0.028210878372192383 || Total time:35.69351410865784 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1727 || Clusters count: 12 || Log posterior: -3521.3749751580376 || Iter Time:0.010560035705566406 || Total time:35.7040741443634 Iteration: 1728 || Clusters count: 12 || Log posterior: -3469.405673917277 || Iter Time:0.028995990753173828 || Total time:35.73307013511658 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1729 || Clusters count: 12 || Log posterior: -3481.4115620958473 || Iter 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Iteration: 1735 || Clusters count: 12 || Log posterior: -3515.600038466501 || Iter Time:0.011081933975219727 || Total time:35.863584995269775 Iteration: 1736 || Clusters count: 12 || Log posterior: -3486.8682952041695 || Iter Time:0.05326700210571289 || Total time:35.91685199737549 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1737 || Clusters count: 12 || Log posterior: -3441.12669823377 || Iter Time:0.009711980819702148 || Total time:35.92656397819519 Iteration: 1738 || Clusters count: 12 || Log posterior: -3425.25140492333 || Iter Time:0.02740192413330078 || Total time:35.95396590232849 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1739 || Clusters count: 12 || Log posterior: -3465.9367787984556 || Iter Time:0.01123499870300293 || Total time:35.965200901031494 Iteration: 1740 || Clusters count: 12 || Log posterior: -3432.754077289839 || Iter Time:0.04181408882141113 || Total time:36.007014989852905 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-3415.297191563837 || Iter Time:0.030205965042114258 || Total time:36.12321901321411 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1747 || Clusters count: 12 || Log posterior: -3469.3167284927295 || Iter Time:0.01117396354675293 || Total time:36.134392976760864 Iteration: 1748 || Clusters count: 12 || Log posterior: -3447.31424205294 || Iter Time:0.028136014938354492 || Total time:36.16252899169922 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1749 || Clusters count: 12 || Log posterior: -3487.073213650366 || Iter Time:0.012258052825927734 || Total time:36.17478704452515 Iteration: 1750 || Clusters count: 12 || Log posterior: -3434.2556786219357 || Iter Time:0.03280901908874512 || Total time:36.20759606361389 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1751 || Clusters count: 12 || Log posterior: -3460.5971684965452 || Iter Time:0.011590003967285156 || 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-3542.9306974377164 || Iter Time:0.011630058288574219 || Total time:36.79629063606262 Iteration: 1780 || Clusters count: 12 || Log posterior: -3488.871656432143 || Iter Time:0.027118921279907227 || Total time:36.82340955734253 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1781 || Clusters count: 12 || Log posterior: -3508.013992730143 || Iter Time:0.011092901229858398 || Total time:36.83450245857239 Iteration: 1782 || Clusters count: 12 || Log posterior: -3476.3885532567 || Iter Time:0.026790142059326172 || Total time:36.861292600631714 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1783 || Clusters count: 12 || Log posterior: -3491.4357327441144 || Iter Time:0.010998964309692383 || Total time:36.872291564941406 Iteration: 1784 || Clusters count: 12 || Log posterior: -3455.332015201198 || Iter Time:0.026834964752197266 || Total time:36.8991265296936 Loading and distributing data: 0.000188 seconds (142 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|| Total time:37.01365327835083 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 1791 || Clusters count: 12 || Log posterior: -3449.5129235196864 || Iter Time:0.012249946594238281 || Total time:37.02590322494507 Iteration: 1792 || Clusters count: 12 || Log posterior: -3420.309475480293 || Iter Time:0.029335975646972656 || Total time:37.05523920059204 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1793 || Clusters count: 12 || Log posterior: -3484.8584280275563 || Iter Time:0.011345863342285156 || Total time:37.066585063934326 Iteration: 1794 || Clusters count: 12 || Log posterior: -3443.9250841465496 || Iter Time:0.031286001205444336 || Total time:37.09787106513977 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1795 || Clusters count: 12 || Log posterior: -3505.1036020102274 || Iter Time:0.010298967361450195 || Total time:37.10817003250122 Iteration: 1796 || 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Time:0.012742996215820312 || Total time:37.72840166091919 Iteration: 1824 || Clusters count: 12 || Log posterior: -3421.3278410103662 || Iter Time:0.03461790084838867 || Total time:37.76301956176758 Loading and distributing data: 0.000222 seconds (142 allocations: 13.227 KiB) Iteration: 1825 || Clusters count: 12 || Log posterior: -3504.416843679972 || Iter Time:0.012468099594116211 || Total time:37.775487661361694 Iteration: 1826 || Clusters count: 12 || Log posterior: -3453.6876326617385 || Iter Time:0.03455805778503418 || Total time:37.81004571914673 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1827 || Clusters count: 12 || Log posterior: -3463.750189506139 || Iter Time:0.013403892517089844 || Total time:37.82344961166382 Iteration: 1828 || Clusters count: 12 || Log posterior: -3441.928482963443 || Iter Time:0.03581595420837402 || Total time:37.85926556587219 Loading and distributing data: 0.000230 seconds (142 allocations: 13.227 KiB) Iteration: 1829 || Clusters count: 12 || Log posterior: -3454.193391712899 || Iter Time:0.011758089065551758 || Total time:37.871023654937744 Iteration: 1830 || Clusters count: 12 || Log posterior: -3425.281731938288 || Iter Time:0.026746034622192383 || Total time:37.89776968955994 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1831 || Clusters count: 12 || Log posterior: -3457.736916457674 || Iter Time:0.01071310043334961 || Total time:37.908482789993286 Iteration: 1832 || Clusters count: 12 || Log posterior: -3417.023326045573 || Iter Time:0.02645397186279297 || Total time:37.93493676185608 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1833 || Clusters count: 12 || Log posterior: -3449.203276618336 || Iter Time:0.011015892028808594 || Total time:37.94595265388489 Iteration: 1834 || Clusters count: 12 || Log posterior: -3411.0216332838268 || Iter Time:0.026154041290283203 || Total time:37.97210669517517 Loading and distributing data: 0.000186 seconds (142 allocations: 13.227 KiB) Iteration: 1835 || Clusters count: 12 || Log posterior: -3519.5367857115916 || Iter Time:0.009927034378051758 || Total time:37.98203372955322 Iteration: 1836 || Clusters count: 12 || Log posterior: -3466.615229436955 || Iter Time:0.025988101959228516 || Total time:38.00802183151245 Loading and distributing data: 0.000177 seconds (142 allocations: 13.227 KiB) Iteration: 1837 || Clusters count: 12 || Log posterior: -3494.4411138974224 || Iter Time:0.010190963745117188 || Total time:38.01821279525757 Iteration: 1838 || Clusters count: 12 || Log posterior: -3454.9595669613736 || Iter Time:0.02600383758544922 || Total time:38.04421663284302 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1839 || Clusters count: 12 || Log posterior: -3494.7041803321044 || Iter Time:0.010392904281616211 || Total time:38.054609537124634 Iteration: 1840 || Clusters count: 12 || Log posterior: -3467.8032480942798 || Iter Time:0.029160022735595703 || Total time:38.08376955986023 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 1841 || Clusters count: 12 || Log posterior: -3471.133265646726 || Iter Time:0.01164102554321289 || Total time:38.09541058540344 Iteration: 1842 || Clusters count: 12 || Log posterior: -3408.16546980608 || Iter Time:0.02770686149597168 || Total time:38.123117446899414 Loading and distributing data: 0.000197 seconds (142 allocations: 13.227 KiB) Iteration: 1843 || Clusters count: 12 || Log posterior: -3439.4433377240443 || Iter Time:0.011127948760986328 || Total time:38.1342453956604 Iteration: 1844 || Clusters count: 12 || Log posterior: -3409.583391305792 || Iter Time:0.029479026794433594 || Total time:38.163724422454834 Loading and distributing data: 0.000221 seconds (142 allocations: 13.227 KiB) Iteration: 1845 || Clusters count: 12 || Log posterior: -3459.304107497156 || Iter Time:0.039849042892456055 || Total time:38.20357346534729 Iteration: 1846 || Clusters count: 12 || Log posterior: -3411.917640433913 || Iter Time:0.028831005096435547 || Total time:38.232404470443726 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1847 || Clusters count: 12 || Log posterior: -3481.623034922471 || Iter Time:0.01306009292602539 || Total time:38.24546456336975 Iteration: 1848 || Clusters count: 12 || Log posterior: -3434.8724470036 || Iter Time:0.03256392478942871 || Total time:38.27802848815918 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1849 || Clusters count: 12 || Log posterior: -3473.7796111477387 || Iter Time:0.011622905731201172 || Total time:38.28965139389038 Iteration: 1850 || Clusters count: 12 || Log posterior: -3435.386539391154 || Iter Time:0.028037071228027344 || Total time:38.31768846511841 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3471.413408485577 || Iter Time:0.010605812072753906 || Total time:38.32829427719116 Iteration: 1852 || Clusters count: 12 || Log posterior: -3436.2587480362904 || Iter Time:0.028413057327270508 || Total time:38.35670733451843 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3464.5875974109144 || Iter Time:0.010272026062011719 || Total time:38.366979360580444 Iteration: 1854 || Clusters count: 12 || Log posterior: -3428.2157845445404 || Iter Time:0.026791095733642578 || Total time:38.39377045631409 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3488.852444933375 || Iter Time:0.013303041458129883 || Total time:38.40707349777222 Iteration: 1856 || Clusters count: 12 || Log posterior: -3447.073104521294 || Iter Time:0.027354955673217773 || Total time:38.434428453445435 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3477.4735373035755 || Iter Time:0.010453939437866211 || Total time:38.4448823928833 Iteration: 1858 || Clusters count: 12 || Log posterior: -3441.773871376127 || Iter Time:0.029529094696044922 || Total time:38.474411487579346 Loading and distributing data: 0.000196 seconds (142 allocations: 13.227 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3495.3220794239255 || Iter Time:0.010641098022460938 || Total time:38.48505258560181 Iteration: 1860 || Clusters count: 12 || Log posterior: -3453.326140413733 || Iter Time:0.032692909240722656 || Total time:38.51774549484253 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 1861 || Clusters count: 12 || Log posterior: -3532.1465449985317 || Iter Time:0.011964082717895508 || Total time:38.529709577560425 Iteration: 1862 || Clusters count: 12 || Log posterior: -3487.7832446090856 || Iter Time:0.033915042877197266 || Total time:38.56362462043762 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1863 || Clusters count: 12 || Log posterior: -3516.6719798443205 || Iter Time:0.013300180435180664 || Total time:38.5769248008728 Iteration: 1864 || Clusters count: 12 || Log posterior: -3478.130726980708 || Iter Time:0.03671622276306152 || Total time:38.613641023635864 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1865 || Clusters count: 12 || Log posterior: -3475.9376701931 || Iter Time:0.01321101188659668 || Total time:38.62685203552246 Iteration: 1866 || Clusters count: 12 || Log posterior: -3431.7540736670144 || Iter Time:0.035104990005493164 || Total time:38.661957025527954 Loading and distributing data: 0.000245 seconds (142 allocations: 13.227 KiB) Iteration: 1867 || Clusters count: 12 || Log posterior: -3439.7795480328964 || Iter Time:0.013319015502929688 || Total time:38.675276041030884 Iteration: 1868 || Clusters count: 12 || Log posterior: -3378.6389829527316 || Iter Time:0.03395986557006836 || Total time:38.70923590660095 Loading and distributing data: 0.000232 seconds (142 allocations: 13.227 KiB) Iteration: 1869 || Clusters count: 12 || Log posterior: -3442.2488901426414 || Iter Time:0.014292001724243164 || Total time:38.723527908325195 Iteration: 1870 || Clusters count: 12 || Log posterior: -3389.8179383437514 || Iter Time:0.03730583190917969 || Total time:38.760833740234375 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1871 || Clusters count: 12 || Log posterior: -3466.66429691053 || Iter Time:0.010387897491455078 || Total time:38.77122163772583 Iteration: 1872 || Clusters count: 12 || Log posterior: -3422.03840443385 || Iter Time:0.026521921157836914 || Total time:38.79774355888367 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 1873 || Clusters count: 12 || Log posterior: -3496.7898072117882 || Iter Time:0.010869026184082031 || Total time:38.80861258506775 Iteration: 1874 || Clusters count: 12 || Log posterior: -3433.8029152993504 || Iter Time:0.029805898666381836 || Total time:38.83841848373413 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3525.4808113209565 || Iter Time:0.012415885925292969 || Total time:38.850834369659424 Iteration: 1876 || Clusters count: 12 || Log posterior: -3457.4488499393337 || Iter Time:0.02776312828063965 || Total time:38.87859749794006 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1877 || Clusters count: 12 || Log posterior: -3510.859891803537 || Iter Time:0.010164022445678711 || Total time:38.88876152038574 Iteration: 1878 || Clusters count: 12 || Log posterior: -3483.4661173037184 || Iter Time:0.025793790817260742 || Total time:38.914555311203 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1879 || Clusters count: 12 || Log posterior: -3504.8717055628804 || Iter Time:0.010287046432495117 || Total time:38.9248423576355 Iteration: 1880 || Clusters count: 12 || Log posterior: -3464.9151917662934 || Iter Time:0.0260770320892334 || Total time:38.95091938972473 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3499.5378518897237 || Iter Time:0.01083517074584961 || Total time:38.96175456047058 Iteration: 1882 || Clusters count: 12 || Log posterior: -3462.8636829840675 || Iter Time:0.05718207359313965 || Total time:39.01893663406372 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1883 || Clusters count: 13 || Log posterior: -3514.341206552345 || Iter Time:0.012241125106811523 || Total time:39.03117775917053 Iteration: 1884 || Clusters count: 12 || Log posterior: -3473.7953787761226 || Iter Time:0.02905893325805664 || Total time:39.06023669242859 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3504.0083103390034 || Iter Time:0.010885953903198242 || Total time:39.07112264633179 Iteration: 1886 || Clusters count: 12 || Log posterior: -3472.303006756381 || Iter Time:0.027740955352783203 || Total time:39.09886360168457 Loading and distributing data: 0.000205 seconds (142 allocations: 13.227 KiB) Iteration: 1887 || Clusters count: 12 || Log posterior: -3436.096553963722 || Iter Time:0.011354923248291016 || Total time:39.11021852493286 Iteration: 1888 || Clusters count: 12 || Log posterior: -3399.2323044819414 || Iter Time:0.02714681625366211 || Total time:39.13736534118652 Loading and distributing data: 0.000199 seconds (142 allocations: 13.227 KiB) Iteration: 1889 || Clusters count: 12 || Log posterior: -3463.9188178251625 || Iter Time:0.013072013854980469 || Total time:39.150437355041504 Iteration: 1890 || Clusters count: 12 || Log posterior: -3403.86185180285 || Iter Time:0.029034137725830078 || Total time:39.179471492767334 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1891 || Clusters count: 12 || Log posterior: -3447.638787416098 || Iter Time:0.010732889175415039 || Total time:39.19020438194275 Iteration: 1892 || Clusters count: 12 || Log posterior: -3393.226722199381 || Iter Time:0.02798604965209961 || Total time:39.21819043159485 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1893 || Clusters count: 12 || Log posterior: -3454.141297566466 || Iter Time:0.011740922927856445 || Total time:39.229931354522705 Iteration: 1894 || Clusters count: 12 || Log posterior: -3412.3023521934083 || Iter Time:0.028387069702148438 || Total time:39.25831842422485 Loading and distributing data: 0.000198 seconds (142 allocations: 13.227 KiB) Iteration: 1895 || Clusters count: 12 || Log posterior: -3452.832538341528 || Iter Time:0.010905981063842773 || Total time:39.269224405288696 Iteration: 1896 || Clusters count: 12 || Log posterior: -3410.8041718998425 || Iter Time:0.028544902801513672 || Total time:39.29776930809021 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 1897 || Clusters count: 12 || Log posterior: -3467.3206769643552 || Iter Time:0.011039972305297852 || Total time:39.30880928039551 Iteration: 1898 || Clusters count: 12 || Log posterior: -3430.962577834615 || Iter Time:0.02636885643005371 || Total time:39.33517813682556 Loading and distributing data: 0.000184 seconds (142 allocations: 13.227 KiB) Iteration: 1899 || Clusters count: 12 || Log posterior: -3464.0428067605576 || Iter Time:0.010069847106933594 || Total time:39.345247983932495 Iteration: 1900 || Clusters count: 12 || Log posterior: -3426.8315129198154 || Iter Time:0.025614023208618164 || Total time:39.37086200714111 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3514.0897974229733 || Iter Time:0.009859085083007812 || Total time:39.38072109222412 Iteration: 1902 || Clusters count: 12 || Log posterior: -3461.7279784997 || Iter Time:0.026231050491333008 || Total time:39.406952142715454 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1903 || Clusters count: 12 || Log posterior: -3525.6770502170575 || Iter Time:0.010467052459716797 || Total time:39.41741919517517 Iteration: 1904 || Clusters count: 12 || Log posterior: -3481.7653622694925 || Iter Time:0.02692103385925293 || Total time:39.444340229034424 Loading and distributing data: 0.000187 seconds (142 allocations: 13.227 KiB) Iteration: 1905 || Clusters count: 12 || Log posterior: -3454.8993971068076 || Iter Time:0.010313987731933594 || Total time:39.45465421676636 Iteration: 1906 || Clusters count: 12 || Log posterior: -3430.498351619527 || Iter Time:0.030717134475708008 || Total time:39.485371351242065 Loading and distributing data: 0.000196 seconds (142 allocations: 13.227 KiB) Iteration: 1907 || Clusters count: 12 || Log posterior: -3499.6460511483274 || Iter Time:0.012881040573120117 || Total time:39.498252391815186 Iteration: 1908 || Clusters count: 12 || Log posterior: -3451.688090374847 || Iter Time:0.03583788871765137 || Total time:39.53409028053284 Loading and distributing data: 0.000257 seconds (142 allocations: 13.227 KiB) Iteration: 1909 || Clusters count: 12 || Log posterior: -3499.5741139317047 || Iter Time:0.012092828750610352 || Total time:39.54618310928345 Iteration: 1910 || Clusters count: 12 || Log posterior: -3439.947987106233 || Iter Time:0.034417152404785156 || Total time:39.58060026168823 Loading and distributing data: 0.000213 seconds (142 allocations: 13.227 KiB) Iteration: 1911 || Clusters count: 12 || Log posterior: -3434.8195852602184 || Iter Time:0.012449979782104492 || Total time:39.59305024147034 Iteration: 1912 || Clusters count: 12 || Log posterior: -3399.740204718818 || Iter Time:0.03191184997558594 || Total time:39.62496209144592 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3433.031139759939 || Iter Time:0.012707948684692383 || Total time:39.637670040130615 Iteration: 1914 || Clusters count: 12 || Log posterior: -3391.41847493402 || Iter Time:0.031356096267700195 || Total time:39.669026136398315 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3463.500522341682 || Iter Time:0.012398958206176758 || Total time:39.68142509460449 Iteration: 1916 || Clusters count: 12 || Log posterior: -3433.537386183504 || Iter Time:0.030397891998291016 || Total time:39.71182298660278 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3445.0204414258365 || Iter Time:0.011780977249145508 || Total time:39.72360396385193 Iteration: 1918 || Clusters count: 12 || Log posterior: -3429.751382139688 || Iter Time:0.02629709243774414 || Total time:39.74990105628967 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3433.8308457519456 || Iter Time:0.010764837265014648 || Total time:39.76066589355469 Iteration: 1920 || Clusters count: 12 || Log posterior: -3407.41158023263 || Iter Time:0.054167985916137695 || Total time:39.814833879470825 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3429.3981679395397 || Iter Time:0.010540008544921875 || Total time:39.82537388801575 Iteration: 1922 || Clusters count: 12 || Log posterior: -3389.4364124299964 || Iter Time:0.026221036911010742 || Total time:39.85159492492676 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1923 || Clusters count: 12 || Log posterior: -3459.2797301095534 || Iter Time:0.010781049728393555 || Total time:39.86237597465515 Iteration: 1924 || Clusters count: 12 || Log posterior: -3400.633929972522 || Iter Time:0.026727914810180664 || Total time:39.88910388946533 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1925 || Clusters count: 12 || Log posterior: -3461.388943149966 || Iter Time:0.011523962020874023 || Total time:39.900627851486206 Iteration: 1926 || Clusters count: 12 || Log posterior: -3425.2159845743518 || Iter Time:0.0269620418548584 || Total time:39.927589893341064 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1927 || Clusters count: 12 || Log posterior: -3449.7095328094897 || Iter Time:0.011077880859375 || Total time:39.93866777420044 Iteration: 1928 || Clusters count: 12 || Log posterior: -3404.4987833760442 || Iter Time:0.02724313735961914 || Total time:39.96591091156006 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1929 || Clusters count: 12 || Log posterior: -3426.4720428070113 || Iter Time:0.011523008346557617 || Total time:39.977433919906616 Iteration: 1930 || Clusters count: 12 || Log posterior: -3383.175217800585 || Iter Time:0.03085803985595703 || Total time:40.00829195976257 Loading and distributing data: 0.000215 seconds (142 allocations: 13.227 KiB) Iteration: 1931 || Clusters count: 12 || Log posterior: -3492.1893017245498 || Iter Time:0.012651920318603516 || Total time:40.02094388008118 Iteration: 1932 || Clusters count: 12 || Log posterior: -3446.9768237357403 || Iter Time:0.03219318389892578 || Total time:40.0531370639801 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1933 || Clusters count: 12 || Log posterior: -3479.193982295459 || Iter Time:0.012629985809326172 || Total time:40.06576704978943 Iteration: 1934 || Clusters count: 12 || Log posterior: -3450.1737808014473 || Iter Time:0.03471088409423828 || Total time:40.10047793388367 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1935 || Clusters count: 12 || Log posterior: -3444.7858759995224 || Iter Time:0.012790918350219727 || Total time:40.11326885223389 Iteration: 1936 || Clusters count: 12 || Log posterior: -3421.7236847598497 || Iter Time:0.03471112251281738 || Total time:40.147979974746704 Loading and distributing data: 0.000227 seconds (142 allocations: 13.227 KiB) Iteration: 1937 || Clusters count: 12 || Log posterior: -3470.6837348106196 || Iter Time:0.012506961822509766 || Total time:40.160486936569214 Iteration: 1938 || Clusters count: 12 || Log posterior: -3441.6616423386617 || Iter Time:0.03686690330505371 || Total time:40.19735383987427 Loading and distributing data: 0.000231 seconds (142 allocations: 13.227 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3487.713220891238 || Iter Time:0.014063119888305664 || Total time:40.21141695976257 Iteration: 1940 || Clusters count: 12 || Log posterior: -3434.4243275457684 || Iter Time:0.035324811935424805 || Total time:40.246741771698 Loading and distributing data: 0.000238 seconds (142 allocations: 13.227 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3465.9404936431806 || Iter Time:0.012781143188476562 || Total time:40.259522914886475 Iteration: 1942 || Clusters count: 12 || Log posterior: -3422.577691129916 || Iter Time:0.028138160705566406 || Total time:40.28766107559204 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3509.324416558886 || Iter Time:0.011013984680175781 || Total time:40.29867506027222 Iteration: 1944 || Clusters count: 12 || Log posterior: -3479.628082450592 || Iter Time:0.02737593650817871 || Total time:40.326050996780396 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3506.0518226794147 || Iter Time:0.010098934173583984 || Total time:40.33614993095398 Iteration: 1946 || Clusters count: 12 || Log posterior: -3474.349307600645 || Iter Time:0.026276826858520508 || Total time:40.3624267578125 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 1947 || Clusters count: 12 || Log posterior: -3494.82861951245 || Iter Time:0.018932104110717773 || Total time:40.38135886192322 Iteration: 1948 || Clusters count: 12 || Log posterior: -3451.306211470684 || Iter Time:0.026005029678344727 || Total time:40.40736389160156 Loading and distributing data: 0.000175 seconds (142 allocations: 13.227 KiB) Iteration: 1949 || Clusters count: 12 || Log posterior: -3493.9284788242326 || Iter Time:0.011192083358764648 || Total time:40.41855597496033 Iteration: 1950 || Clusters count: 12 || Log posterior: -3442.4120090728093 || Iter Time:0.029348134994506836 || Total time:40.447904109954834 Loading and distributing data: 0.000216 seconds (142 allocations: 13.227 KiB) Iteration: 1951 || Clusters count: 12 || Log posterior: -3501.5399989233783 || Iter Time:0.013926029205322266 || Total time:40.461830139160156 Iteration: 1952 || Clusters count: 12 || Log posterior: -3455.005253248252 || Iter Time:0.03129982948303223 || Total time:40.49312996864319 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 1953 || Clusters count: 12 || Log posterior: -3458.691763108842 || Iter Time:0.01082611083984375 || Total time:40.50395607948303 Iteration: 1954 || Clusters count: 12 || Log posterior: -3420.4320531115845 || Iter Time:0.02648019790649414 || Total time:40.530436277389526 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1955 || Clusters count: 12 || Log posterior: -3443.1532552934486 || Iter Time:0.010757923126220703 || Total time:40.54119420051575 Iteration: 1956 || Clusters count: 12 || Log posterior: -3403.6644203254373 || Iter Time:0.18223190307617188 || Total time:40.72342610359192 Loading and distributing data: 0.000208 seconds (142 allocations: 13.227 KiB) Iteration: 1957 || Clusters count: 12 || Log posterior: -3520.5115854331452 || Iter Time:0.011900901794433594 || Total time:40.73532700538635 Iteration: 1958 || Clusters count: 12 || Log posterior: -3468.718871771837 || Iter Time:0.02806401252746582 || Total time:40.76339101791382 Loading and distributing data: 0.000201 seconds (142 allocations: 13.227 KiB) Iteration: 1959 || Clusters count: 12 || Log posterior: -3508.1831234617503 || Iter Time:0.013258934020996094 || Total time:40.776649951934814 Iteration: 1960 || Clusters count: 12 || Log posterior: -3473.407028685582 || Iter Time:0.03699493408203125 || Total time:40.813644886016846 Loading and distributing data: 0.000219 seconds (142 allocations: 13.227 KiB) Iteration: 1961 || Clusters count: 13 || Log posterior: -3456.6590184261654 || Iter Time:0.012953996658325195 || Total time:40.82659888267517 Iteration: 1962 || Clusters count: 12 || Log posterior: -3420.187741851215 || Iter Time:0.03684401512145996 || Total time:40.86344289779663 Loading and distributing data: 0.000235 seconds (142 allocations: 13.227 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3473.085357305998 || Iter Time:0.012779951095581055 || Total time:40.87622284889221 Iteration: 1964 || Clusters count: 12 || Log posterior: -3439.163426420393 || Iter Time:0.03386878967285156 || Total time:40.91009163856506 Loading and distributing data: 0.000218 seconds (142 allocations: 13.227 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3456.2091328395322 || Iter Time:0.012727975845336914 || Total time:40.9228196144104 Iteration: 1966 || Clusters count: 12 || Log posterior: -3414.510161874785 || Iter Time:0.03534293174743652 || Total time:40.95816254615784 Loading and distributing data: 0.000223 seconds (142 allocations: 13.227 KiB) Iteration: 1967 || Clusters count: 12 || Log posterior: -3459.5264686107025 || Iter Time:0.015847206115722656 || Total time:40.97400975227356 Iteration: 1968 || Clusters count: 12 || Log posterior: -3423.029881942762 || Iter Time:0.037216901779174805 || Total time:41.011226654052734 Loading and distributing data: 0.000255 seconds (142 allocations: 13.227 KiB) Iteration: 1969 || Clusters count: 12 || Log posterior: -3483.5357860312474 || Iter Time:0.014288902282714844 || Total time:41.02551555633545 Iteration: 1970 || Clusters count: 12 || Log posterior: -3455.533504282284 || Iter Time:0.03642892837524414 || Total time:41.06194448471069 Loading and distributing data: 0.000172 seconds (142 allocations: 13.227 KiB) Iteration: 1971 || Clusters count: 12 || Log posterior: -3504.5191521371235 || Iter Time:0.010909795761108398 || Total time:41.0728542804718 Iteration: 1972 || Clusters count: 12 || Log posterior: -3464.0881985249484 || Iter Time:0.028038978576660156 || Total time:41.10089325904846 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1973 || Clusters count: 12 || Log posterior: -3465.2745087270437 || Iter Time:0.010595083236694336 || Total time:41.111488342285156 Iteration: 1974 || Clusters count: 12 || Log posterior: -3426.4376479780585 || Iter Time:0.026308059692382812 || Total time:41.13779640197754 Loading and distributing data: 0.000183 seconds (142 allocations: 13.227 KiB) Iteration: 1975 || Clusters count: 12 || Log posterior: -3497.4755574631777 || Iter Time:0.010293006896972656 || Total time:41.14808940887451 Iteration: 1976 || Clusters count: 12 || Log posterior: -3440.7483238327764 || Iter Time:0.030978918075561523 || Total time:41.17906832695007 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1977 || Clusters count: 12 || Log posterior: -3508.136292099919 || Iter Time:0.01052403450012207 || Total time:41.189592361450195 Iteration: 1978 || Clusters count: 12 || Log posterior: -3457.1649877051937 || Iter Time:0.02816319465637207 || Total time:41.21775555610657 Loading and distributing data: 0.000190 seconds (142 allocations: 13.227 KiB) Iteration: 1979 || Clusters count: 12 || Log posterior: -3471.7697787001957 || Iter Time:0.010438919067382812 || Total time:41.22819447517395 Iteration: 1980 || Clusters count: 12 || Log posterior: -3418.504084940409 || Iter Time:0.029285907745361328 || Total time:41.25748038291931 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 1981 || Clusters count: 12 || Log posterior: -3457.422608280577 || Iter Time:0.011641979217529297 || Total time:41.26912236213684 Iteration: 1982 || Clusters count: 12 || Log posterior: -3429.4049882810946 || Iter Time:0.03326892852783203 || Total time:41.30239129066467 Loading and distributing data: 0.000207 seconds (142 allocations: 13.227 KiB) Iteration: 1983 || Clusters count: 12 || Log posterior: -3484.796062669882 || Iter Time:0.011073112487792969 || Total time:41.313464403152466 Iteration: 1984 || Clusters count: 12 || Log posterior: -3444.596838209706 || Iter Time:0.0275118350982666 || Total time:41.34097623825073 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 1985 || Clusters count: 12 || Log posterior: -3471.786063652573 || Iter Time:0.010786056518554688 || Total time:41.35176229476929 Iteration: 1986 || Clusters count: 12 || Log posterior: -3415.928419765501 || Iter Time:0.02657604217529297 || Total time:41.37833833694458 Loading and distributing data: 0.000180 seconds (142 allocations: 13.227 KiB) Iteration: 1987 || Clusters count: 12 || Log posterior: -3463.046879508464 || Iter Time:0.010627985000610352 || Total time:41.38896632194519 Iteration: 1988 || Clusters count: 12 || Log posterior: -3417.4812201173054 || Iter Time:0.027077913284301758 || Total time:41.41604423522949 Loading and distributing data: 0.000192 seconds (142 allocations: 13.227 KiB) Iteration: 1989 || Clusters count: 12 || Log posterior: -3498.9170439852232 || Iter Time:0.01105809211730957 || Total time:41.4271023273468 Iteration: 1990 || Clusters count: 12 || Log posterior: -3451.1760201815528 || Iter Time:0.02778005599975586 || Total time:41.45488238334656 Loading and distributing data: 0.000224 seconds (142 allocations: 13.227 KiB) Iteration: 1991 || Clusters count: 12 || Log posterior: -3447.420832276659 || Iter Time:0.013395071029663086 || Total time:41.46827745437622 Iteration: 1992 || Clusters count: 12 || Log posterior: -3406.620855210092 || Iter Time:0.028252840042114258 || Total time:41.496530294418335 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 1993 || Clusters count: 12 || Log posterior: -3440.0463675531546 || Iter Time:0.01147317886352539 || Total time:41.50800347328186 Iteration: 1994 || Clusters count: 12 || Log posterior: -3419.110769187938 || Iter Time:0.6065859794616699 || Total time:42.11458945274353 Loading and distributing data: 0.000173 seconds (142 allocations: 13.227 KiB) Iteration: 1995 || Clusters count: 12 || Log posterior: -3499.0432203624805 || Iter Time:0.009390830993652344 || Total time:42.12398028373718 Iteration: 1996 || Clusters count: 12 || Log posterior: -3435.4995845367057 || Iter Time:0.02831292152404785 || Total time:42.15229320526123 Loading and distributing data: 0.000211 seconds (142 allocations: 13.227 KiB) Iteration: 1997 || Clusters count: 12 || Log posterior: -3463.1693063201974 || Iter Time:0.012341022491455078 || Total time:42.164634227752686 Iteration: 1998 || Clusters count: 12 || Log posterior: -3428.7596987899447 || Iter Time:0.04333996772766113 || Total time:42.20797419548035 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 1999 || Clusters count: 12 || Log posterior: -3455.022924186408 || Iter Time:0.010779857635498047 || Total time:42.218754053115845 Iteration: 2000 || Clusters count: 12 || Log posterior: -3432.9209635951447 || Iter Time:0.025956153869628906 || Total time:42.244710206985474 Loading and distributing data: 0.000191 seconds (142 allocations: 13.227 KiB) Iteration: 2001 || Clusters count: 12 || Log posterior: -3472.7587241171245 || Iter Time:0.010114908218383789 || Total time:42.25482511520386 Iteration: 2002 || Clusters count: 12 || Log posterior: -3427.1101133991174 || Iter Time:0.025990009307861328 || Total time:42.28081512451172 Loading and distributing data: 0.000181 seconds (142 allocations: 13.227 KiB) Iteration: 2003 || Clusters count: 12 || Log posterior: -3444.0437485914345 || Iter Time:0.00996088981628418 || Total time:42.290776014328 Iteration: 2004 || Clusters count: 12 || Log posterior: -3410.5132914498618 || Iter Time:0.02883315086364746 || Total time:42.31960916519165 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 2005 || Clusters count: 12 || Log posterior: -3467.979199569735 || Iter Time:0.011075019836425781 || Total time:42.330684185028076 Iteration: 2006 || Clusters count: 12 || Log posterior: -3428.435451992308 || Iter Time:0.02673506736755371 || Total time:42.35741925239563 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 2007 || Clusters count: 12 || Log posterior: -3463.6979806085083 || Iter Time:0.010267972946166992 || Total time:42.3676872253418 Iteration: 2008 || Clusters count: 12 || Log posterior: -3435.820869801444 || Iter Time:0.028561115264892578 || Total time:42.39624834060669 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 2009 || Clusters count: 13 || Log posterior: -3462.302173358074 || Iter Time:0.011361122131347656 || Total time:42.40760946273804 Iteration: 2010 || Clusters count: 13 || Log posterior: -3430.538951587413 || Iter Time:0.02922987937927246 || Total time:42.43683934211731 Loading and distributing data: 0.000214 seconds (142 allocations: 13.227 KiB) Iteration: 2011 || Clusters count: 13 || Log posterior: -3426.638628033421 || Iter Time:0.010755777359008789 || Total time:42.44759511947632 Iteration: 2012 || Clusters count: 13 || Log posterior: -3390.604464366097 || Iter Time:0.029670000076293945 || Total time:42.47726511955261 Loading and distributing data: 0.000189 seconds (142 allocations: 13.227 KiB) Iteration: 2013 || Clusters count: 13 || Log posterior: -3504.59554801462 || Iter Time:0.010833024978637695 || Total time:42.48809814453125 Iteration: 2014 || Clusters count: 13 || Log posterior: -3443.8888126432585 || Iter Time:0.028427839279174805 || Total time:42.516525983810425 Loading and distributing data: 0.000195 seconds (142 allocations: 13.227 KiB) Iteration: 2015 || Clusters count: 13 || Log posterior: -3466.9176296316714 || Iter Time:0.01079106330871582 || Total time:42.52731704711914 Iteration: 2016 || Clusters count: 13 || Log posterior: -3425.4339091977577 || Iter Time:0.028710126876831055 || Total time:42.55602717399597 Loading and distributing data: 0.000194 seconds (142 allocations: 13.227 KiB) Iteration: 2017 || Clusters count: 13 || Log posterior: -3500.096930204265 || Iter Time:0.011194944381713867 || Total time:42.567222118377686 Iteration: 2018 || Clusters count: 13 || Log posterior: -3448.640164457748 || Iter Time:0.030282974243164062 || Total time:42.59750509262085 Loading and distributing data: 0.000188 seconds (142 allocations: 13.227 KiB) Iteration: 2019 || Clusters count: 13 || Log posterior: -3452.01803122786 || Iter Time:0.012657880783081055 || Total time:42.61016297340393 Iteration: 2020 || Clusters count: 13 || Log posterior: -3418.8982677943236 || Iter Time:0.030267953872680664 || Total time:42.64043092727661 Loading and distributing data: 0.000178 seconds (142 allocations: 13.227 KiB) Iteration: 2021 || Clusters count: 13 || Log posterior: -3476.700307390351 || Iter Time:0.011174201965332031 || Total time:42.65160512924194 Iteration: 2022 || Clusters count: 12 || Log posterior: -3447.9263120987225 || Iter Time:0.026588916778564453 || Total time:42.67819404602051 Loading and distributing data: 0.000176 seconds (142 allocations: 13.227 KiB) Iteration: 2023 || Clusters count: 12 || Log posterior: -3527.721539214604 || Iter Time:0.01006007194519043 || Total time:42.6882541179657 Iteration: 2024 || Clusters count: 12 || Log posterior: -3493.6854411201634 || Iter Time:0.026288986206054688 || Total time:42.71454310417175 Loading and distributing data: 0.000182 seconds (142 allocations: 13.227 KiB) Iteration: 2025 || Clusters count: 12 || Log posterior: -3521.355039035816 || Iter Time:0.010741949081420898 || Total time:42.725285053253174 Iteration: 2026 || Clusters count: 12 || Log posterior: -3494.1754567827866 || Iter Time:0.026553869247436523 || Total time:42.75183892250061 Loading and distributing data: 0.000185 seconds (142 allocations: 13.227 KiB) Iteration: 2027 || Clusters count: 12 || Log posterior: -3537.7795823393785 || Iter Time:0.010272979736328125 || Total time:42.76211190223694 Iteration: 2028 || Clusters count: 12 || Log posterior: -3506.233699159122 || Iter Time:0.028214216232299805 || Total time:42.79032611846924 Avg NMI: 0.8440597573737214 Full NMI: 0.8137658573322908 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m29.0s Testing DPMMSubClustersStreaming tests passed Testing completed after 201.93s PkgEval succeeded after 283.3s