Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.853 (3e868b27cf*) started at 2025-07-17T03:58:38.399 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.64s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.1.1 Updating `~/.julia/environments/v1.13/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.15.0 [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 v4.17.0 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.3 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [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 v7.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.13.2 [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 v1.9.14 [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 v5.13.1+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 8.99s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 70.55s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_q6ljtP/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 v1.13.2 [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_q6ljtP/Manifest.toml` [47edcb42] ADTypes v1.15.0 [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] CommonSubexpressions v0.3.1 [34da2185] Compat v4.17.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.6.0 [a2441757] Coverage v1.6.1 [c36e975a] CoverageTools v1.3.2 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.3 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [4e289a0a] EnumX v1.0.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [6a86dc24] FiniteDiff v2.27.0 ⌅ [f6369f11] ForwardDiff v0.10.38 [c27321d9] Glob v1.3.1 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.17 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.4 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.2 ⌅ [70703baa] JuliaSyntax v0.4.10 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.4.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [23992714] MAT v0.10.7 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [08abe8d2] PrettyTables v2.4.0 [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 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [777ac1f9] 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[8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+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... Precompiling packages... 84987.8 ms ✓ DataFrames 1 dependency successfully precompiled in 86 seconds. 34 already precompiled. Precompiling packages... 14364.5 ms ✓ HDF5 8333.5 ms ✓ MAT 2 dependencies successfully precompiled in 23 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m50.1s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m45.2s Fitting LDS via EM... 8%|████ | ETA: 0:00:01 (12.55 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.13 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.89 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (17.60 ms/it) Fitting LDS via EM... 17%|████████▌ | ETA: 0:00:02 (19.63 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:01 (18.96 ms/it) Fitting LDS via EM... 29%|██████████████▌ | ETA: 0:00:01 (18.81 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:01 (19.61 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (19.34 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (19.25 ms/it) Fitting LDS via EM... 51%|█████████████████████████▌ | ETA: 0:00:01 (19.60 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (19.23 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:01 (19.34 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (19.26 ms/it) Fitting LDS via EM... 76%|██████████████████████████████████████ | ETA: 0:00:00 (19.15 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (19.31 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (19.22 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (19.33 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (19.27 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m44.7s 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: 0:00:16 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:07 (74.18 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:06 (68.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:05 (56.14 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:05 (53.85 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:04 (49.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:04 (48.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (47.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:03 (46.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:03 (46.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:03 (45.36 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:03 (45.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (43.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:02 (43.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:02 (42.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:02 (42.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:02 (41.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (41.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:02 (40.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (40.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (40.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:01 (40.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:01 (39.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (39.56 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (39.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:01 (39.07 ms/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (38.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (38.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (38.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (38.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via 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via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:11 ( 0.12 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m20.5s Running EM algorithm... 2%|█ | ETA: 0:02:22 ( 1.45 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:41 ( 1.05 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (31.38 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 37.8s Running EM algorithm... 1%|▌ | ETA: 0:00:39 ( 0.20 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:39 ( 0.20 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:39 ( 0.20 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:37 ( 0.19 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:36 ( 0.19 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:35 ( 0.18 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:35 ( 0.18 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:35 ( 0.18 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 8.20 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 16.9s 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: 0:01:56 ( 0.58 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:00 ( 0.61 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:53 ( 0.57 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:41 ( 0.52 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:32 ( 0.48 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:24 ( 0.43 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:17 ( 0.40 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:13 ( 0.38 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:09 ( 0.36 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:06 ( 0.35 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:03 ( 0.33 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:00 ( 0.32 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:58 ( 0.31 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:00:56 ( 0.30 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:04 ( 0.35 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:02 ( 0.34 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:00 ( 0.33 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:00:59 ( 0.33 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:58 ( 0.32 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:00:56 ( 0.31 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:55 ( 0.31 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:06 (33.94 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 25.3s Running EM algorithm... 1%|▌ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:01 ( 0.31 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:00 ( 0.31 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:00 ( 0.31 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:59 ( 0.31 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:59 ( 0.31 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:59 ( 0.31 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:59 ( 0.31 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:10 (51.87 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 20.4s Iteration: 1, Log-likelihood: -32.50894125386595 Iteration: 2, Log-likelihood: -32.50894125386595 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -27.66769668964291 Iteration: 1, Log-likelihood: -24.447922689017602 Iteration: 1, Log-likelihood: -14.265339464795353 Iteration: 1, Log-likelihood: -3.9789753446295903 Iteration: 1, Log-likelihood: -3.9669614437914817 Iteration: 1, Log-likelihood: -3.966955543252021 Iteration: 1, Log-likelihood: -3.966955501100112 Iteration: 1, Log-likelihood: -3.96695550062546 Iteration: 1, Log-likelihood: -3.9669555006234343 Iteration: 1, Log-likelihood: -3.9669555006233725 Iteration: 1, Log-likelihood: -1423.2666646682076 Iteration: 2, Log-likelihood: -1420.0552365264627 Iteration: 3, Log-likelihood: -1418.5817221971577 Iteration: 4, Log-likelihood: -1417.732947864114 Iteration: 5, Log-likelihood: -1417.190998847539 Iteration: 6, Log-likelihood: -1416.8211767574635 Iteration: 7, Log-likelihood: -1416.5563126783293 Iteration: 8, Log-likelihood: -1416.3594186178905 Iteration: 9, Log-likelihood: -1416.208631551602 Iteration: 10, Log-likelihood: -1416.0903051892908 Iteration: 1, Log-likelihood: -1415.3439118409049 Iteration: 1, Log-likelihood: -1415.343637804679 Iteration: 1, Log-likelihood: -1415.3433676875227 Iteration: 1, Log-likelihood: -1415.3431009161623 Iteration: 1, Log-likelihood: -1415.342837198778 Iteration: 1, Log-likelihood: -1415.3425763748494 Iteration: 1, Log-likelihood: -1415.3423183455434 Iteration: 1, Log-likelihood: -1415.3420630413475 Iteration: 1, Log-likelihood: -1415.3418104069885 Iteration: 1, Log-likelihood: -1415.3415603943743 Iteration: 1, Log-likelihood: -899.4942006992412 Iteration: 2, Log-likelihood: -897.2883383570029 Iteration: 3, Log-likelihood: -896.5577255973341 Iteration: 4, Log-likelihood: -896.3113282153079 Iteration: 5, Log-likelihood: -896.2283906662356 Iteration: 6, Log-likelihood: -896.1983193943158 Iteration: 7, Log-likelihood: -896.1853705299798 Iteration: 8, Log-likelihood: -896.1781390335111 Iteration: 9, Log-likelihood: -896.1729585666192 Iteration: 10, Log-likelihood: -896.1686312011769 Iteration: 1, Log-likelihood: -896.692614656862 Iteration: 1, Log-likelihood: -896.2987272016277 Iteration: 1, Log-likelihood: -896.2313815877268 Iteration: 1, Log-likelihood: -896.2079150943416 Iteration: 1, Log-likelihood: -896.1982894882102 Iteration: 1, Log-likelihood: -896.1936560825317 Iteration: 1, Log-likelihood: -896.190861831192 Iteration: 1, Log-likelihood: -896.1887713890569 Iteration: 1, Log-likelihood: -896.1869755617176 Iteration: 1, Log-likelihood: -896.1853253230247 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 7.8s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 7.2s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 6.6s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.5s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [1.071144908192467 -0.41770031657153317 -3.2564415855403954 0.8448763197704502 -3.914478910152698 4.055899223260089 4.266029767556013 -0.1890574107269043 3.9659781952096815 -5.916223529927633 0.9596490109793087 -1.884938308543169 3.0128812857888327 -0.2728518987992858 3.8038265152671538 -2.55853124730373 -4.898702988023487 -2.4150133890632546 -2.467316951699037 -1.5671747468370827 -0.49483928080329553 1.5053906651688602 4.81310338365577 1.1835467102449542 -0.4464127788655905 2.7635209055158594 0.39286112494368636 0.6337992252367702 1.3898752486709955 1.3191620839964782 3.176532161669938 -0.0158562989297244 -0.9584054294771368 -3.9862730187510174 0.11864590409603015 3.808521738454943 0.5706377887773635 -1.547923623406511 -1.133663676940597 -1.8108354453759883 0.25504499854943075 -1.8449743188603687 -1.3465962372354974 -0.5422326036573262 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-0.22205544226573437 -2.8052055482535163 -1.2270691620554244 -1.333528470422779 3.1634378849264557 -0.21521854199134088 -0.5551429636760343 -0.5667510017500208 -2.6074625675620267 2.6369519436245836 2.3543553126467067 0.5952605373757058 2.7826384047676838 0.5654906390413301 -0.837675057919196 6.3156481785301155 -1.3423750487219535 -2.4937834322908916 0.537781495401501 0.04677791797738662 3.1978768396270203 0.8560233751487358 3.3574576432780328 -1.8816357483026795 1.9750436814806318 -0.6763245511283413 2.8796215859429206 -2.0398245499774577 4.586920770439207 -1.8163735016335156 -4.5377124376591 1.6798244036022232 1.954411596244546 -0.43511207627691517 1.9497419668388205 -2.689975002628714 -3.907291423561187 -0.2494305096094096 1.4312579486740686 -3.646938895874209 0.46877806385182247 -0.8905838941593802 -0.050598153988702155 2.093955436332785 -1.9175185783401958 0.8372199602788246 -3.870667950603235 0.6493770968942214 2.3952707870789975 -1.7603152192232818 1.1661380806578148 -5.79468609212941 2.6582711314990095 -1.4833870006700267 0.263809013450447 2.701097021979468 2.0505194798533357 -0.6189116167405015 2.40828799252525 0.8364860326830995 1.3235281777573076 1.583750091198624 2.7925459651191513 -2.767364976463792 -3.8411727027130906 -1.3482584892139515 3.6809257560934703 2.877148355096524 0.8762591831624433 1.7317143314193926 -0.7100946635576943 -1.452378673119859 -2.0228472198692673 0.004820385763599888 -0.966280506951909 -1.4870785583328334 -2.1141912255270006 1.1932339406229249 1.8406469256602356 1.2138484251696038 -3.213788540994762 0.29346990061595063 -1.192721798167403 1.5453007885508718]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.7s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 6.0s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:24 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.4s Running EM algorithm... 2%|█ | ETA: 0:01:06 ( 0.67 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:56 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:48 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:47 ( 0.50 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:45 ( 0.48 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:44 ( 0.47 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:42 ( 0.47 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:42 ( 0.46 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:41 ( 0.46 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:40 ( 0.46 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:39 ( 0.45 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:39 ( 0.45 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:38 ( 0.45 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:06 (66.89 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:29 ( 0.29 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:10 ( 0.10 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:09 (99.42 ms/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:07 (85.55 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:06 (76.95 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.75 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 17.0s Testing StateSpaceDynamics tests passed Testing completed after 781.66s PkgEval succeeded after 885.07s