Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.704 (4632cd28b9*) started at 2025-06-08T20:05:03.462 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.41s ################################################################################ # 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 v0.9.5 [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 v7.3.0 [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 9.44s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 87.02s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_KAma98/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_KAma98/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 v0.9.5 [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 v1.10.16 [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 v1.12.1 [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... Precompiling packages... 90633.0 ms ✓ DataFrames 1 dependency successfully precompiled in 92 seconds. 34 already precompiled. Precompiling packages... 15545.2 ms ✓ HDF5 8484.4 ms ✓ MAT 2 dependencies successfully precompiled in 24 seconds. 46 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m28.4s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m55.5s Fitting LDS via EM... 4%|██ | ETA: 0:00:04 (40.42 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (10.28 ms/it) Fitting LDS via EM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 ( 9.66 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.53 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:03 (27.31 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (24.53 ms/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:02 (23.50 ms/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:00:02 (22.89 ms/it) Fitting LDS via EM... 25%|████████████▌ | ETA: 0:00:02 (23.87 ms/it) Fitting LDS via EM... 30%|███████████████ | ETA: 0:00:02 (23.34 ms/it) Fitting LDS via EM... 35%|█████████████████▌ | ETA: 0:00:01 (22.96 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (23.26 ms/it) Fitting LDS via EM... 45%|██████████████████████▌ | ETA: 0:00:01 (23.01 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (22.81 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (22.65 ms/it) Fitting LDS via EM... 60%|██████████████████████████████ | ETA: 0:00:01 (22.91 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (22.76 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (22.65 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (22.83 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (22.72 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (22.60 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (22.72 ms/it) Fitting LDS via EM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (22.61 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (22.50 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m03.7s 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: 0:00:19 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:09 (92.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:07 (78.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:06 (73.36 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:06 (67.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:05 (63.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:05 (63.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (61.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (60.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:04 (58.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:04 (58.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:04 (58.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:04 (57.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (57.14 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (57.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (56.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (56.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:03 (55.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:03 (55.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:02 (55.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (54.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (54.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (53.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (53.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:02 (53.65 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:01 (53.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (53.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (53.18 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (53.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (53.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (52.90 ms/it) Fitting Poisson 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via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:14 ( 0.15 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m35.3s Running EM algorithm... 2%|█ | ETA: 0:02:42 ( 1.65 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:56 ( 1.19 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (35.83 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 42.8s Running EM algorithm... 1%|▌ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:59 ( 0.60 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:38 ( 0.50 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:27 ( 0.44 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:18 ( 0.40 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:13 ( 0.38 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:08 ( 0.35 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:04 ( 0.34 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (15.09 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 21.8s 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. 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Running EM algorithm... 10%|████▊ | ETA: 0:01:15 ( 0.42 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:14 ( 0.41 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:13 ( 0.41 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:12 ( 0.40 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (44.41 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 30.9s Running EM algorithm... 1%|▌ | ETA: 0:01:19 ( 0.40 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:25 ( 0.43 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:31 ( 0.46 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:30 ( 0.47 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:29 ( 0.47 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:15 (79.67 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 32.7s Iteration: 1, Log-likelihood: -21.541076410218782 Iteration: 2, Log-likelihood: -21.54107641021878 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -20.500411710749336 Iteration: 1, Log-likelihood: -18.473772966429767 Iteration: 1, Log-likelihood: -17.160300068137357 Iteration: 1, Log-likelihood: -15.887298738191383 Iteration: 1, Log-likelihood: -14.786012614943818 Iteration: 1, Log-likelihood: -13.486233200422847 Iteration: 1, Log-likelihood: -11.673953155597484 Iteration: 1, Log-likelihood: -9.522204758803348 Iteration: 1, Log-likelihood: -2.4009513635939195 Iteration: 1, Log-likelihood: -1.101404975555703 Iteration: 1, Log-likelihood: -1426.042216851456 Iteration: 2, Log-likelihood: -1425.9182692704303 Iteration: 3, Log-likelihood: -1425.8341392873472 Iteration: 4, Log-likelihood: -1425.7672925394993 Iteration: 5, Log-likelihood: -1425.7123339619552 Iteration: 6, Log-likelihood: -1425.6665637834026 Iteration: 7, Log-likelihood: -1425.6281098464146 Iteration: 8, Log-likelihood: -1425.5955620392826 Iteration: 9, Log-likelihood: -1425.5678308318893 Iteration: 10, Log-likelihood: -1425.544062408723 Iteration: 1, Log-likelihood: -1442.0819333699185 Iteration: 1, Log-likelihood: -1434.455231909035 Iteration: 1, Log-likelihood: -1431.0920860936483 Iteration: 1, Log-likelihood: -1429.293720734952 Iteration: 1, Log-likelihood: -1428.2148492493868 Iteration: 1, Log-likelihood: -1427.5157202316254 Iteration: 1, Log-likelihood: -1427.0368128469652 Iteration: 1, Log-likelihood: -1426.6947117184225 Iteration: 1, Log-likelihood: -1426.4421858187247 Iteration: 1, Log-likelihood: -1426.250798798062 Iteration: 1, Log-likelihood: -894.3516130230656 Iteration: 2, Log-likelihood: -892.0171746142845 Iteration: 3, Log-likelihood: -891.3339552796499 Iteration: 4, Log-likelihood: -891.1210077871633 Iteration: 5, Log-likelihood: -891.0496469111247 Iteration: 6, Log-likelihood: -891.0237825901389 Iteration: 7, Log-likelihood: -891.0131980663919 Iteration: 8, Log-likelihood: -891.007923757852 Iteration: 9, Log-likelihood: -891.0045751536926 Iteration: 10, Log-likelihood: -891.0019811483891 Iteration: 1, Log-likelihood: -891.9403088942896 Iteration: 1, Log-likelihood: -891.4180753250383 Iteration: 1, Log-likelihood: -891.3896835567114 Iteration: 1, Log-likelihood: -891.3780969337521 Iteration: 1, Log-likelihood: -891.3695796744961 Iteration: 1, Log-likelihood: -891.3621847499692 Iteration: 1, Log-likelihood: -891.3552718532909 Iteration: 1, Log-likelihood: -891.3486087893892 Iteration: 1, Log-likelihood: -891.3421077334108 Iteration: 1, Log-likelihood: -891.3357326303332 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.7s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.7s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.6s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.4s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [1.5591207916451342 -0.3872829994496376 1.446006474723274 -1.5482976948374811 -0.5455253796417298 1.0654724617797906 1.4001171343593746 2.529134886512864 0.6846205773270329 -1.30458149529857 -2.623808623343235 -5.672219658234256 -1.110654501948525 -0.8717871433547539 -0.2723034204755317 -1.3662655711916007 -3.808657675037609 0.5461154761813347 2.046694202014928 1.0226526556690188 1.5835947975627176 0.8402470786124099 2.365293281751197 0.2016834182670897 -0.8051779636434497 0.929177557635317 -3.5685531978969296 2.170089665869776 4.166103653700584 -2.0563142328292945 -0.5129641608668565 -3.1725788854185533 2.405847777008549 -2.8419632965423234 0.9215246215717574 3.208230684366127 2.1073005951434514 1.1573628704746468 -1.0048477898908905 0.691152267478278 1.1534594328486572 -0.4581180212032274 4.744662387025024 -2.3253158088556987 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-0.5478310117204278 -2.5395354583288285 -1.2472487282521494 4.196837314713919 -3.376236319304491 -1.2374440900938533 2.237385782043126 0.402032391144143 3.466547358236785 0.09402635868186082 -2.637536312657299 5.729630671389709 1.263217185918473 -1.948830291607016 -1.812038742290401 0.07116707772632908 -1.8626558109281994 0.014282375984997653 0.04357033270677646 -6.879093847986496 4.567325601443551 -4.073199637405659 0.30825777861472026 0.22153549852575338 -2.9977365799350943 -5.611061762828549 -2.264409149803665 2.165933612878678 3.51311751554165 -0.25499751645253943 1.7533950325154004]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.8s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.4s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:25 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.9s Running EM algorithm... 2%|█ | ETA: 0:01:06 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:59 ( 0.61 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:54 ( 0.56 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:52 ( 0.55 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:50 ( 0.54 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:48 ( 0.52 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:47 ( 0.52 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:46 ( 0.52 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:45 ( 0.51 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:44 ( 0.51 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:44 ( 0.51 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:43 ( 0.51 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:42 ( 0.50 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (80.39 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:29 ( 0.29 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:17 ( 0.18 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:08 (93.48 ms/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:07 (83.58 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.54 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 18.8s Testing StateSpaceDynamics tests passed Testing completed after 856.17s PkgEval succeeded after 976.96s