Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.820 (69a2a571e8*) started at 2025-07-07T17:05:39.187 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.48s ################################################################################ # 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 v0.7.1 [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 v1.9.13 [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 v5.13.1+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 9.21s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 37.35s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_0VybWr/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_0VybWr/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 v0.7.1 [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] SimpleBufferStream v1.2.0 [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 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+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 [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... 5023.3 ms ✓ MicrosoftMPI_jll 4699.0 ms ✓ MPItrampoline_jll 4790.2 ms ✓ OpenMPI_jll 8344.5 ms ✓ MAT 4 dependencies successfully precompiled in 23 seconds. 45 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m29.4s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m53.6s Fitting LDS via EM... 6%|███ | ETA: 0:00:03 (27.31 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.04 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (19.37 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (19.66 ms/it) Fitting LDS via EM... 16%|████████ | ETA: 0:00:02 (22.06 ms/it) Fitting LDS via EM... 22%|███████████ | ETA: 0:00:02 (21.41 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (21.00 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:01 (21.88 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (21.54 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (21.34 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (21.64 ms/it) Fitting LDS via EM... 57%|████████████████████████████▌ | ETA: 0:00:01 (21.61 ms/it) Fitting LDS via EM... 62%|███████████████████████████████ | ETA: 0:00:01 (21.56 ms/it) Fitting LDS via EM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (21.51 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:01 (21.79 ms/it) Fitting LDS via EM... 77%|██████████████████████████████████████▌ | ETA: 0:00:00 (21.73 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (21.68 ms/it) Fitting LDS via EM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 (21.86 ms/it) Fitting LDS via EM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (21.79 ms/it) Fitting LDS via EM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (21.76 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (21.72 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m55.9s 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: 0:00:18 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:08 (89.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:08 (95.43 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:07 (83.93 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:06 (72.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:05 (65.87 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (60.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:04 (56.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:03 (53.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (51.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:03 (48.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (47.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:02 (45.83 ms/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:02 (44.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:02 (43.62 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:02 (42.90 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (42.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (41.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (40.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (40.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (39.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:01 (39.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (39.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (38.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (38.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (38.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:12 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:12 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:12 ( 0.12 s/it) Fitting Poisson LDS via 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LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:12 ( 0.13 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m20.0s Running EM algorithm... 2%|█ | ETA: 0:02:27 ( 1.50 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:45 ( 1.08 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (32.42 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 37.0s Running EM algorithm... 1%|▌ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:52 ( 0.26 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:41 ( 0.52 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:30 ( 0.46 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:21 ( 0.42 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:14 ( 0.38 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:04 ( 0.34 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (15.13 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 21.2s 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: 0:02:35 ( 0.78 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:32 ( 0.77 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:21 ( 0.72 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:08 ( 0.65 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:57 ( 0.60 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:47 ( 0.55 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:39 ( 0.52 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:34 ( 0.49 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:28 ( 0.47 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:25 ( 0.45 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:21 ( 0.43 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:18 ( 0.42 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:16 ( 0.41 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:13 ( 0.40 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:11 ( 0.39 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:09 ( 0.38 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:08 ( 0.37 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:06 ( 0.37 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:05 ( 0.36 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:04 ( 0.35 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:02 ( 0.35 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (38.55 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 27.0s Running EM algorithm... 1%|▌ | ETA: 0:01:20 ( 0.40 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:25 ( 0.43 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:28 ( 0.45 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:26 ( 0.45 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:24 ( 0.44 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:22 ( 0.43 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:21 ( 0.43 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.35 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:00 ( 0.35 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:00 ( 0.35 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:59 ( 0.35 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:00:58 ( 0.34 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:57 ( 0.34 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:00:56 ( 0.33 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:55 ( 0.33 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:00:54 ( 0.33 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:53 ( 0.32 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:52 ( 0.32 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:51 ( 0.31 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:50 ( 0.31 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:49 ( 0.31 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:49 ( 0.31 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:12 (62.98 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.0s Iteration: 1, Log-likelihood: -25.169124112895922 Iteration: 2, Log-likelihood: -25.169124112895922 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.346505721402377 Iteration: 1, Log-likelihood: -21.621762038186077 Iteration: 1, Log-likelihood: -19.416397770416275 Iteration: 1, Log-likelihood: -13.11506108252363 Iteration: 1, Log-likelihood: -9.568739906492082 Iteration: 1, Log-likelihood: -9.36464380237848 Iteration: 1, Log-likelihood: -9.1473737756865 Iteration: 1, Log-likelihood: -9.038117608486877 Iteration: 1, Log-likelihood: -9.03519799581435 Iteration: 1, Log-likelihood: -9.03519046345469 Iteration: 1, Log-likelihood: -1407.615100099082 Iteration: 2, Log-likelihood: -1407.4362594916597 Iteration: 3, Log-likelihood: -1407.390620106862 Iteration: 4, Log-likelihood: -1407.3671867670798 Iteration: 5, Log-likelihood: -1407.3481595052483 Iteration: 6, Log-likelihood: -1407.3307010750123 Iteration: 7, Log-likelihood: -1407.314360519074 Iteration: 8, Log-likelihood: -1407.2990574191983 Iteration: 9, Log-likelihood: -1407.2847634068144 Iteration: 10, Log-likelihood: -1407.2714532001394 Iteration: 1, Log-likelihood: -1409.1257897546902 Iteration: 1, Log-likelihood: -1408.8439365813101 Iteration: 1, Log-likelihood: -1408.7100273057538 Iteration: 1, Log-likelihood: -1408.640633020215 Iteration: 1, Log-likelihood: -1408.5993688090775 Iteration: 1, Log-likelihood: -1408.5702517119994 Iteration: 1, Log-likelihood: -1408.546233615063 Iteration: 1, Log-likelihood: -1408.5242062851355 Iteration: 1, Log-likelihood: -1408.5028027086266 Iteration: 1, Log-likelihood: -1408.4814240262583 Iteration: 1, Log-likelihood: -900.4786731995431 Iteration: 2, Log-likelihood: -898.1001374884261 Iteration: 3, Log-likelihood: -896.5671397946893 Iteration: 4, Log-likelihood: -895.5811475907093 Iteration: 5, Log-likelihood: -894.9572421735976 Iteration: 6, Log-likelihood: -894.5679293610686 Iteration: 7, Log-likelihood: -894.3265369601949 Iteration: 8, Log-likelihood: -894.1760566557614 Iteration: 9, Log-likelihood: -894.080259448775 Iteration: 10, Log-likelihood: -894.0168186697575 Iteration: 1, Log-likelihood: -895.348489657674 Iteration: 1, Log-likelihood: -894.5058084310293 Iteration: 1, Log-likelihood: -894.2304625250002 Iteration: 1, Log-likelihood: -894.1174907071756 Iteration: 1, Log-likelihood: -894.0587355848501 Iteration: 1, Log-likelihood: -894.0205591580938 Iteration: 1, Log-likelihood: -893.9917879099852 Iteration: 1, Log-likelihood: -893.9683755420305 Iteration: 1, Log-likelihood: -893.9486496735597 Iteration: 1, Log-likelihood: -893.9317765165179 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 10.9s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.1s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.3s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.2s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-0.9193855485781237 -2.1798370711442385 0.7258062269721927 1.6256605741093355 1.4029334221779333 1.4049404720245366 -2.908457539417191 -0.22249653344559556 -0.01124060987090976 -0.013625507285808136 -3.834298795167991 -3.1524411420952942 0.7949228693018022 -0.8243625265181374 0.5444651540662117 -0.8839573430797397 -5.0790399579470025 -0.2839771146227011 -2.302073114447333 -0.5809895197907085 -1.4859729993622837 -1.4413009270356034 0.9537324832583802 0.1606133741400526 0.18998676582296553 -1.5543383300971496 0.5934802891271185 0.5170338512166799 -2.8818229814514384 -0.9399690483737195 -3.8069291497290063 0.022587165547003962 2.5745616626073797 2.2808728643903056 -0.04622054680843268 -4.486859315251109 0.7682398150655971 -0.351588280823568 0.6244488284839151 -1.3874131267664418 1.0185819551292408 -4.228790914286091 0.8998021553239752 -0.15709443118199257 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-0.8887457528054606 -1.7027096405939317 0.10716267761518156 2.6224091819760478 0.14670181516938396 -1.277430605809672 1.872405255491077 -0.8880827687637264 -3.5243985153934223 -1.132758144982365 -0.37399865483300765 2.1748194676200328 -3.4767099984976975 0.11027776667528333 1.688040294760678 -2.415685058591853 -2.9951264483071043 6.0149502983681415 0.23298009474875014 2.837244722914992 -3.0409040043359776 -0.7682280195114819 3.583732867650498 -1.5545132072292194 1.5134537417056988 -5.023474033509451 0.405463291063431 -1.0572061146828249 -0.5041220282443092 4.578265880215859 3.7896704359470177]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.2s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.3s 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 10.3s Running EM algorithm... 2%|█ | ETA: 0:00:55 ( 0.56 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:51 ( 0.52 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:48 ( 0.50 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:45 ( 0.48 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:42 ( 0.45 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:40 ( 0.43 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:40 ( 0.43 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:39 ( 0.43 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:39 ( 0.43 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:38 ( 0.43 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:36 ( 0.41 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:35 ( 0.41 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:34 ( 0.40 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:34 ( 0.40 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:34 ( 0.40 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:06 (64.14 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.30 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:24 ( 0.24 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:08 (94.38 ms/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:07 (83.32 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.50 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 16.9s Testing StateSpaceDynamics tests passed Testing completed after 719.8s PkgEval succeeded after 792.03s