Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.680 (905a44b8ef*) started at 2025-06-01T20:00:14.405 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.17s ################################################################################ # 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 v1.14.0 [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 9.55s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 50.91s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_lskTxp/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_lskTxp/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] CommonSubexpressions v0.3.1 [34da2185] Compat v4.16.0 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.5.8 [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 v0.6.54 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [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 v1.10.16 [34004b35] HypergeometricFunctions v0.3.28 [842dd82b] InlineStrings v1.4.3 [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 v7.3.0 [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 v7.9.1 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.12.0 [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 v1.12.0 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.5.2 [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 v4.3.0+1 [f1f71cc9] MPItrampoline_jll v5.5.3+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.7+2 [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 v8.12.1+1 [e37daf67] LibGit2_jll v1.9.0+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 v3.5.0+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 1m25.3s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m55.3s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (18.98 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:01 (16.46 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (13.00 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (11.54 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:00 (11.43 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:00 (10.73 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (10.34 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (10.12 ms/it) Fitting LDS via EM... 3%|█▌ | ETA: 0:00:04 (38.25 ms/it) Fitting LDS via EM... 7%|███▌ | ETA: 0:00:03 (31.02 ms/it) Fitting LDS via EM... 11%|█████▌ | ETA: 0:00:03 (29.01 ms/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:02 (29.09 ms/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:00:02 (27.95 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (28.08 ms/it) Fitting LDS via EM... 29%|██████████████▌ | ETA: 0:00:02 (27.87 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:02 (27.39 ms/it) Fitting LDS via EM... 39%|███████████████████▌ | ETA: 0:00:02 (27.06 ms/it) Fitting LDS via EM... 44%|██████████████████████ | ETA: 0:00:02 (26.82 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (26.85 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (26.39 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (26.21 ms/it) Fitting LDS via EM... 63%|███████████████████████████████▌ | ETA: 0:00:01 (26.21 ms/it) Fitting LDS via EM... 68%|██████████████████████████████████ | ETA: 0:00:01 (26.02 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:01 (26.00 ms/it) Fitting LDS via EM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (25.90 ms/it) Fitting LDS via EM... 81%|████████████████████████████████████████▌ | ETA: 0:00:00 (25.98 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 (25.73 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (25.72 ms/it) Fitting LDS via EM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 (25.76 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (25.74 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m04.4s 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: 0:00:22 ( 0.22 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:21 ( 0.22 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:15 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:20 ( 0.22 s/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:17 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:15 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:15 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:13 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:13 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:13 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:12 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:11 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:10 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:09 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:09 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:08 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:08 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:08 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:07 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:07 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:06 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:06 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:06 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:06 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:05 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:05 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:05 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:05 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:05 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:04 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:04 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:04 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 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LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:03 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.24 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:02 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.23 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:23 ( 0.23 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m39.6s Running EM algorithm... 2%|█ | ETA: 0:02:40 ( 1.64 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:55 ( 1.19 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (35.68 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 43.6s Running EM algorithm... 1%|▌ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:47 ( 0.24 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... 4%|██▎ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (10.73 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.0s 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: 0:04:40 ( 1.41 s/it) Running EM algorithm... 2%|▊ | ETA: 0:04:02 ( 1.23 s/it) Running EM algorithm... 2%|█ | ETA: 0:03:32 ( 1.08 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:03:06 ( 0.96 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:47 ( 0.86 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:31 ( 0.78 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:18 ( 0.72 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:09 ( 0.68 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:02:01 ( 0.64 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:58 ( 0.62 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:52 ( 0.59 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:47 ( 0.57 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:43 ( 0.56 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:39 ( 0.54 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... 9%|████▌ | ETA: 0:01:30 ( 0.50 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:28 ( 0.49 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:25 ( 0.47 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:23 ( 0.46 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:21 ( 0.46 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 (50.07 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.6s Running EM algorithm... 1%|▌ | ETA: 0:00:52 ( 0.26 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:00 ( 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: 0:01:00 ( 0.31 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:01 ( 0.32 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:03 ( 0.33 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:04 ( 0.34 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:06 ( 0.35 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:06 ( 0.35 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:07 ( 0.36 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:07 ( 0.36 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:07 ( 0.36 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:06 ( 0.36 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:06 ( 0.36 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... 10%|█████▎ | ETA: 0:01:04 ( 0.36 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:11 ( 0.40 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:01:10 ( 0.40 s/it) Running EM algorithm... 12%|██████ | ETA: 0:01:10 ( 0.40 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:01:08 ( 0.39 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:08 ( 0.39 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:01:06 ( 0.38 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:05 ( 0.38 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:04 ( 0.38 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:03 ( 0.37 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:03 ( 0.37 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:00 ( 0.36 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:59 ( 0.36 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:58 ( 0.36 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:58 ( 0.36 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:57 ( 0.35 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:56 ( 0.35 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:55 ( 0.35 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:14 (71.21 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 28.5s Iteration: 1, Log-likelihood: -27.366276282616234 Iteration: 2, Log-likelihood: -27.366276282616234 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -26.6075677819126 Iteration: 1, Log-likelihood: -25.86677288449703 Iteration: 1, Log-likelihood: -24.663360374561968 Iteration: 1, Log-likelihood: -22.905113077275615 Iteration: 1, Log-likelihood: -16.146448702713386 Iteration: 1, Log-likelihood: -13.737241492164298 Iteration: 1, Log-likelihood: -11.115523771532889 Iteration: 1, Log-likelihood: -10.157272800439918 Iteration: 1, Log-likelihood: -10.156190955751153 Iteration: 1, Log-likelihood: -10.156138644258062 Iteration: 1, Log-likelihood: -1469.13309871063 Iteration: 2, Log-likelihood: -1469.0802965398377 Iteration: 3, Log-likelihood: -1469.032393806391 Iteration: 4, Log-likelihood: -1468.9887195047866 Iteration: 5, Log-likelihood: -1468.9487270356315 Iteration: 6, Log-likelihood: -1468.911961247398 Iteration: 7, Log-likelihood: -1468.8780386659887 Iteration: 8, Log-likelihood: -1468.8466335714493 Iteration: 9, Log-likelihood: -1468.8174674600507 Iteration: 10, Log-likelihood: -1468.7903008050434 Iteration: 1, Log-likelihood: -1474.1051921726437 Iteration: 1, Log-likelihood: -1473.0057511161535 Iteration: 1, Log-likelihood: -1472.2348753001047 Iteration: 1, Log-likelihood: -1471.6678683492894 Iteration: 1, Log-likelihood: -1471.2352707063264 Iteration: 1, Log-likelihood: -1470.8955042055593 Iteration: 1, Log-likelihood: -1470.6222795797482 Iteration: 1, Log-likelihood: -1470.3982266009573 Iteration: 1, Log-likelihood: -1470.211444154578 Iteration: 1, Log-likelihood: -1470.0535261816394 Iteration: 1, Log-likelihood: -919.0439356212913 Iteration: 2, Log-likelihood: -917.6630724438761 Iteration: 3, Log-likelihood: -917.3065334738432 Iteration: 4, Log-likelihood: -917.1882176294176 Iteration: 5, Log-likelihood: -917.1412299769457 Iteration: 6, Log-likelihood: -917.1185776962101 Iteration: 7, Log-likelihood: -917.1057524631603 Iteration: 8, Log-likelihood: -917.097713682613 Iteration: 9, Log-likelihood: -917.0923791649569 Iteration: 10, Log-likelihood: -917.088708962557 Iteration: 1, Log-likelihood: -942.0446215944087 Iteration: 1, Log-likelihood: -931.0114709380376 Iteration: 1, Log-likelihood: -925.5898033238273 Iteration: 1, Log-likelihood: -922.3115612707563 Iteration: 1, Log-likelihood: -920.3870940321515 Iteration: 1, Log-likelihood: -919.3027694838346 Iteration: 1, Log-likelihood: -918.6929752558214 Iteration: 1, Log-likelihood: -918.331446522539 Iteration: 1, Log-likelihood: -918.0957844650239 Iteration: 1, Log-likelihood: -917.9263411730172 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.4s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.2s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.7s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-0.9697019905773673 2.5259530084933273 0.8220171405365178 -1.9549447525426438 -1.0042880093901645 0.28159397752743187 0.11936339366792015 1.2225479459655215 0.7230012023028622 -0.32764250120881927 -5.294263045802259 2.207184493753431 -0.15806571417850446 -0.04069405469314913 -3.3636843598490405 -3.8088925319537505 -2.1423919701786795 1.1739745951064458 -0.9927985748249073 -2.155427005655566 -2.2935469598380482 -4.184831694473814 -0.7644873046449434 -0.23017144216897134 -2.133334928123748 0.30007938050444394 0.9946503205015025 -1.3651249802561662 -3.2814074280857985 2.4678901687111017 1.0282148268838764 -0.5967468080888565 2.4018909337380054 -0.09884025853339096 0.2397867276016547 -3.3667312397800795 -1.8956640728187013 -3.861308088393569 1.1277900045282885 1.9243262470575921 1.8766191239392942 -5.177103312465202 -2.2565734680495932 1.867045512349633 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3.5005678617401483 1.2713500576722565 -4.074532902296231 1.3829993859638625 1.9466932102931365 1.6112462522827742 -1.4220488420168322 -4.114864710617726 1.3015546764001926 1.4674813445790447 2.6379444470319013 0.6309026559082089 0.6647455701528927 -0.09855992006385106 2.6996699556326447 -3.936935024637501 0.6215216644934755 -1.0659921840124351 1.5097559319209757 0.587661726836574 0.29814382455951194 2.9894680609323574 -2.1836736335126963 2.749600218552646 -1.2528475114532243 2.502195354984962 1.1371189643091932 3.075151685081975 2.663370559989732 1.6240856489744424 1.6564517014485196]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.4s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.4s 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 9.9s Running EM algorithm... 2%|█ | ETA: 0:01:09 ( 0.70 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:02 ( 0.64 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:58 ( 0.60 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:56 ( 0.58 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:54 ( 0.57 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:52 ( 0.56 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:51 ( 0.56 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:50 ( 0.55 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:49 ( 0.55 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:48 ( 0.54 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:48 ( 0.54 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:47 ( 0.54 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:46 ( 0.54 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (74.96 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:29 ( 0.30 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:12 ( 0.13 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:08 (94.81 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:07 (86.61 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.86 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 18.5s Testing StateSpaceDynamics tests passed Testing completed after 734.18s PkgEval succeeded after 817.01s