Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.692 (1ea959a8b1*) started at 2025-06-03T20:12:43.873 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.98s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed Rmath_jll ──────────────── v0.5.1+0 Installed Adapt ──────────────────── v4.3.0 Installed MacroTools ─────────────── v0.5.16 Installed ConstructionBase ───────── v1.5.8 Installed DiffResults ────────────── v1.1.0 Installed FillArrays ─────────────── v1.13.0 Installed ForwardDiff ────────────── v0.10.38 Installed DataStructures ─────────── v0.18.22 Installed HypergeometricFunctions ── v0.3.28 Installed AliasTables ────────────── v1.1.3 Installed OrderedCollections ─────── v1.8.1 Installed DataAPI ────────────────── v1.16.0 Installed Compat ─────────────────── v4.16.0 Installed StatsBase ──────────────── v0.34.5 Installed Optim ──────────────────── v1.12.0 Installed Statistics ─────────────── v1.11.1 Installed StatsAPI ───────────────── v1.7.1 Installed ProgressMeter ──────────── v1.10.4 Installed CommonSubexpressions ───── v0.3.1 Installed StaticArraysCore ───────── v1.4.3 Installed PositiveFactorizations ─── v0.2.4 Installed ArrayInterface ─────────── v7.19.0 Installed StaticArrays ───────────── v1.9.13 Installed PrecompileTools ────────── v1.3.2 Installed IrrationalConstants ────── v0.2.4 Installed NaNMath ────────────────── v1.1.3 Installed OpenSpecFun_jll ────────── v0.5.6+0 Installed Requires ───────────────── v1.3.1 Installed QuadGK ─────────────────── v2.11.2 Installed ArrayLayouts ───────────── v1.11.1 Installed LogExpFunctions ────────── v0.3.29 Installed Rmath ──────────────────── v0.8.0 Installed DiffRules ──────────────── v1.15.1 Installed Parameters ─────────────── v0.12.3 Installed EnumX ──────────────────── v1.0.5 Installed PtrArrays ──────────────── v1.3.0 Installed StatsFuns ──────────────── v1.5.0 Installed FiniteDiff ─────────────── v2.27.0 Installed Distributions ──────────── v0.25.120 Installed NLSolversBase ──────────── v7.9.1 Installed Reexport ───────────────── v1.2.2 Installed Missings ───────────────── v1.2.0 Installed Setfield ───────────────── v1.1.2 Installed JLLWrappers ────────────── v1.7.0 Installed Preferences ────────────── v1.4.3 Installed SpecialFunctions ───────── v2.5.1 Installed PDMats ─────────────────── v0.11.35 Installed SortingAlgorithms ──────── v1.2.1 Installed UnPack ─────────────────── v1.0.2 Installed DocStringExtensions ────── v0.9.4 Installed ADTypes ────────────────── v1.14.0 Installed LineSearches ───────────── v7.3.0 Installed DifferentiationInterface ─ v0.6.54 Installed StateSpaceDynamics ─────── v0.1.1 Installing 2 artifacts Installed artifact OpenSpecFun 194.9 KiB Installed artifact Rmath 121.9 KiB Updating `~/.julia/environments/v1.13/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.14.0 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.19.0 [4c555306] + ArrayLayouts v1.11.1 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.16.0 [187b0558] + ConstructionBase v1.5.8 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 ⌅ [a0c0ee7d] + DifferentiationInterface v0.6.54 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 ⌅ [f6369f11] + ForwardDiff v0.10.38 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.4 [692b3bcd] + JLLWrappers v1.7.0 [d3d80556] + LineSearches v7.3.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.9.1 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.12.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [19cf8126] + StateSpaceDynamics v0.1.1 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.12.0+0 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Building StateSpaceDynamics → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/0ec6b0fe096ace18afbae1bd8cfc34fe6bef7436/build.log` Installation completed after 12.07s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 4911.7 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 25 already precompiled. Precompiling package dependencies... Precompilation completed after 639.48s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_K9rVbi/Project.toml` [4c88cf16] Aqua v0.8.13 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.120 ⌅ [f6369f11] ForwardDiff v0.10.38 [98e50ef6] JuliaFormatter v2.1.2 [23992714] MAT v0.10.7 [429524aa] Optim v1.12.0 [276daf66] SpecialFunctions v2.5.1 [19cf8126] StateSpaceDynamics v0.1.1 [4c63d2b9] StatsFuns v1.5.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_K9rVbi/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [4fba245c] ArrayInterface v7.19.0 [4c555306] ArrayLayouts v1.11.1 [d1d4a3ce] BitFlags v0.1.9 [e1450e63] BufferedStreams v1.2.2 [336ed68f] CSV v0.10.15 [944b1d66] CodecZlib v0.7.8 [a80b9123] CommonMark v0.9.1 [bbf7d656] 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v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.12.0+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m20.3s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m54.4s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (18.45 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:01 (15.76 ms/it) Fitting LDS via EM... 39%|███████████████████▌ | ETA: 0:00:01 (12.41 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (11.11 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:00 (11.09 ms/it) Fitting LDS via EM... 79%|███████████████████████████████████████▌ | ETA: 0:00:00 (10.48 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (10.01 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.81 ms/it) Fitting LDS via EM... 2%|█ | ETA: 0:00:06 (60.31 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:04 (39.19 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:03 (35.94 ms/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:03 (32.08 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:03 (31.06 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (29.55 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (29.22 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (28.77 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:02 (28.16 ms/it) Fitting LDS via EM... 42%|█████████████████████ | ETA: 0:00:02 (28.00 ms/it) Fitting LDS via EM... 47%|███████████████████████▌ | ETA: 0:00:01 (27.32 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (27.22 ms/it) Fitting LDS via EM... 56%|████████████████████████████ | ETA: 0:00:01 (27.25 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:01 (27.01 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (27.07 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (26.85 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (26.59 ms/it) Fitting LDS via EM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (26.59 ms/it) Fitting LDS via EM... 84%|██████████████████████████████████████████ | ETA: 0:00:00 (26.42 ms/it) Fitting LDS via EM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (26.30 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (26.17 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (26.19 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (26.17 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m57.9s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:19 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:08 (89.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:07 (80.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:07 (76.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:06 (74.51 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:06 (70.56 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:06 (70.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (68.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:05 (65.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:05 (64.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:04 (63.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:04 (63.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:04 (61.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (60.65 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:03 (60.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (59.95 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:03 (59.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 49%|████████████████████████▌ | ETA: 0:00:03 (58.95 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:03 (58.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:03 (58.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (58.31 ms/it) Fitting Poisson LDS via 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87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:17 ( 0.18 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m38.4s Running EM algorithm... 2%|█ | ETA: 0:02:41 ( 1.64 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:54 ( 1.18 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (35.30 ms/it) ┌ Warning: User did not provide as many emmission models as the function expects (K=2). │ Filling in the rest with deep copies of the provided emission model. │ If this is not the desired behavior, specify all the emission models in the 'B=Vector{EmissionModel}' argument │ rather than 'emission' └ @ StateSpaceDynamics ~/.julia/packages/StateSpaceDynamics/zrsML/src/HiddenMarkovModels.jl:75 Test Summary: | Pass Total Time GaussianHMM Tests | 21 21 44.0s Running EM algorithm... 1%|▌ | ETA: 0:00:56 ( 0.28 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:53 ( 0.27 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:51 ( 0.26 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:50 ( 0.25 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:48 ( 0.25 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:48 ( 0.25 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (10.83 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.3s WARNING: Method definition sample_states(Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingGaussianRegression.jl:164 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingPoissonRegression.jl:124. Running EM algorithm... 1%|▌ | ETA: 0:02:25 ( 0.73 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:27 ( 0.75 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:19 ( 0.71 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:07 ( 0.65 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:58 ( 0.61 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:50 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:43 ( 0.54 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:42 ( 0.54 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:55 ( 0.61 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:51 ( 0.59 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:47 ( 0.57 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:43 ( 0.55 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:39 ( 0.53 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:36 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:33 ( 0.51 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:30 ( 0.49 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:22 ( 0.46 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:21 ( 0.45 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (49.91 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.3s Running EM algorithm... 1%|▌ | ETA: 0:01:26 ( 0.43 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:34 ( 0.48 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:39 ( 0.51 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:37 ( 0.50 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:36 ( 0.49 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:35 ( 0.49 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:33 ( 0.48 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:31 ( 0.48 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:30 ( 0.47 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:28 ( 0.47 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:27 ( 0.46 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:26 ( 0.46 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:25 ( 0.46 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:23 ( 0.45 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:22 ( 0.45 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:21 ( 0.44 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:19 ( 0.44 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:18 ( 0.43 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:16 ( 0.42 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:14 ( 0.42 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:13 ( 0.41 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:01:12 ( 0.41 s/it) Running EM algorithm... 12%|██████ | ETA: 0:01:11 ( 0.40 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:01:09 ( 0.40 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:08 ( 0.39 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:01:07 ( 0.39 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:07 ( 0.39 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:06 ( 0.38 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:05 ( 0.38 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:04 ( 0.38 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:03 ( 0.38 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:00 ( 0.37 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:59 ( 0.37 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:59 ( 0.36 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:59 ( 0.37 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:58 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:14 (74.78 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 30.2s Iteration: 1, Log-likelihood: -30.87192408992437 Iteration: 2, Log-likelihood: -30.87192408992437 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -28.0997755975247 Iteration: 1, Log-likelihood: -26.61587403630802 Iteration: 1, Log-likelihood: -24.647847035401547 Iteration: 1, Log-likelihood: -23.719332474797827 Iteration: 1, Log-likelihood: -22.599073367849012 Iteration: 1, Log-likelihood: -21.835781055012575 Iteration: 1, Log-likelihood: -20.22801252637321 Iteration: 1, Log-likelihood: -17.85055107962007 Iteration: 1, Log-likelihood: -16.302072117934586 Iteration: 1, Log-likelihood: -16.104832222394855 Iteration: 1, Log-likelihood: -1394.5422999537077 Iteration: 2, Log-likelihood: -1394.5204632562857 Iteration: 3, Log-likelihood: -1394.5004217622247 Iteration: 4, Log-likelihood: -1394.4819145069262 Iteration: 5, Log-likelihood: -1394.4647633666423 Iteration: 6, Log-likelihood: -1394.4488265351815 Iteration: 7, Log-likelihood: -1394.4339837961875 Iteration: 8, Log-likelihood: -1394.4201307435433 Iteration: 9, Log-likelihood: -1394.407175752734 Iteration: 10, Log-likelihood: -1394.3950379546175 Iteration: 1, Log-likelihood: -1394.1463062591954 Iteration: 1, Log-likelihood: -1394.1368351709848 Iteration: 1, Log-likelihood: -1394.1286020636871 Iteration: 1, Log-likelihood: -1394.1214343834135 Iteration: 1, Log-likelihood: -1394.1151877660993 Iteration: 1, Log-likelihood: -1394.1097401676375 Iteration: 1, Log-likelihood: -1394.1049874884623 Iteration: 1, Log-likelihood: -1394.1008402723355 Iteration: 1, Log-likelihood: -1394.097221182458 Iteration: 1, Log-likelihood: -1394.0940630437894 Iteration: 1, Log-likelihood: -911.1858829364242 Iteration: 2, Log-likelihood: -910.8384823409087 Iteration: 3, Log-likelihood: -910.7660405812223 Iteration: 4, Log-likelihood: -910.7384979351673 Iteration: 5, Log-likelihood: -910.7231220770789 Iteration: 6, Log-likelihood: -910.7112543896209 Iteration: 7, Log-likelihood: -910.7003153791673 Iteration: 8, Log-likelihood: -910.6895205193389 Iteration: 9, Log-likelihood: -910.6786276953743 Iteration: 10, Log-likelihood: -910.6675597354956 Iteration: 1, Log-likelihood: -914.1984565929018 Iteration: 1, Log-likelihood: -911.879930229001 Iteration: 1, Log-likelihood: -910.4412470824217 Iteration: 1, Log-likelihood: -909.5391293058312 Iteration: 1, Log-likelihood: -908.9807379383492 Iteration: 1, Log-likelihood: -908.637116273394 Iteration: 1, Log-likelihood: -908.4260388352064 Iteration: 1, Log-likelihood: -908.2963547198231 Iteration: 1, Log-likelihood: -908.2165921772586 Iteration: 1, Log-likelihood: -908.1674662179644 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.0s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.9s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.5s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.5s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [7.8919067427907725 -3.352452113012833 -3.9230778079639466 -2.38501311178484 1.9915910519557452 -3.284278314598772 -2.9646969822508678 1.4620009296797383 -3.8750351397008704 -0.3468916209206544 0.5939599668786402 0.28663461186182393 -2.1343499878611145 0.3867358510823877 -2.96612116319218 -0.2528311815321512 0.9888501745977033 0.5821313899262901 1.1082015713297002 2.8435724849905055 -3.342856741015237 -1.8186761853560203 -0.1981105578052843 0.7193646879968457 3.6838878200755243 -1.0189165729177208 0.42399419764013924 -5.353290897747607 0.4521379784760201 -0.4461653176304443 -0.5757775803560577 -0.6327519315097423 -0.47038489125701805 0.12246573817246409 3.9417528083345412 2.2632297106792065 3.509531784220714 -1.6731171503721176 0.06019934465212376 -1.7969335459018072 -1.0427958555912968 0.4595517334829481 -1.0268619492800881 -1.475244058589052 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-5.17231788553191 -0.13002695720267887 -0.007536093523862419 1.0197524854069195 0.4274533499073308 -5.388284669668626 0.8019222505678386 -0.46998480615680616 4.4676467603456915 -0.1096598967223783 1.4716619158710125 0.3214522288652909 3.272720079663891 -0.09406610469821708 0.933239289565162 0.6973641485234944 5.692115500051035 -2.8761498801233243 1.651458205653675 -1.0631218193844334 -0.44576048059588924 -3.1447986379443567 0.1387170906166244 2.622022176130911 3.5370428733973096 0.984062646862853 0.26205212459441407 -2.3061699758801795 -3.7625745686153405 1.4099956480291278 -0.8526331243413429 -1.4481454750730156 3.3629395804846176]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.6s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 8.5s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:27 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.8s Running EM algorithm... 2%|█ | ETA: 0:01:16 ( 0.77 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:08 ( 0.70 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:03 ( 0.65 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:00 ( 0.63 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:58 ( 0.61 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:56 ( 0.60 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:54 ( 0.59 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:53 ( 0.58 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:52 ( 0.57 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:50 ( 0.57 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:50 ( 0.56 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:49 ( 0.56 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:48 ( 0.56 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:47 ( 0.55 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:46 ( 0.55 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (87.74 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.30 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:23 ( 0.24 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:08 (92.99 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:07 (88.79 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (14.21 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 19.9s Testing StateSpaceDynamics tests passed Testing completed after 731.58s PkgEval succeeded after 1415.45s