Package evaluation of StateSpaceDynamics on Julia 1.11.5 (2d89891cf8*) started at 2025-06-29T14:25:35.584 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.85s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.1.1 Updating `~/.julia/environments/v1.11/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.11/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 v4.16.0 [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 v1.2.1 [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 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [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 v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+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 11.41s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 34.42s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_WgmF2X/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 v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_WgmF2X/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 v4.16.0 [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 v1.2.1 [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 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [458c3c95] OpenSSL_jll v3.5.0+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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg 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 v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling MAT... 3532.0 ms ✓ OpenMPI_jll 3348.3 ms ✓ MPItrampoline_jll 4042.7 ms ✓ HDF5_jll 13672.2 ms ✓ HDF5 6251.3 ms ✓ MAT 5 dependencies successfully precompiled in 32 seconds. 43 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 3m17.2s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 2m48.3s Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (30.37 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (20.36 ms/it) Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (27.05 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (23.11 ms/it) Fitting LDS via EM... 16%|████████ | ETA: 0:00:02 (22.99 ms/it) Fitting LDS via EM... 21%|██████████▌ | ETA: 0:00:02 (22.48 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:02 (22.00 ms/it) Fitting LDS via EM... 32%|████████████████ | ETA: 0:00:02 (22.21 ms/it) Fitting LDS via EM... 37%|██████████████████▌ | ETA: 0:00:01 (21.97 ms/it) Fitting LDS via EM... 42%|█████████████████████ | ETA: 0:00:01 (21.84 ms/it) Fitting LDS via EM... 47%|███████████████████████▌ | ETA: 0:00:01 (22.19 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (21.88 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (22.03 ms/it) Fitting LDS via EM... 63%|███████████████████████████████▌ | ETA: 0:00:01 (21.94 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (21.72 ms/it) Fitting LDS via EM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (21.89 ms/it) Fitting LDS via EM... 79%|███████████████████████████████████████▌ | ETA: 0:00:00 (21.85 ms/it) Fitting LDS via EM... 84%|██████████████████████████████████████████ | ETA: 0:00:00 (21.77 ms/it) Fitting LDS via EM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (21.90 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (21.86 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (22.00 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (22.01 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m43.8s 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: 0:00:21 ( 0.21 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:08 (91.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:08 (87.85 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:07 (83.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:07 (79.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:07 (80.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:06 (78.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:06 (76.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:06 (75.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:05 (74.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:05 (72.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:05 (71.91 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:05 (70.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:05 (70.05 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:04 (69.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:04 (68.83 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (68.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:04 (67.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:04 (67.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:04 (67.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:03 (66.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:03 (65.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:03 (65.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:03 (65.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (65.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:03 (65.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:03 (64.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:02 (64.28 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (64.36 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:02 (63.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:02 (63.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:02 (63.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:02 (63.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:02 (62.87 ms/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:02 (62.85 ms/it) Fitting Poisson LDS via LaPlaceEM... 78%|███████████████████████████████████████ | ETA: 0:00:01 (62.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (62.51 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (62.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:01 (62.04 ms/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:01 (62.09 ms/it) 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100%|██████████████████████████████████████████████████| Time: 0:00:11 ( 0.11 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m37.3s Running EM algorithm... 2%|█ | ETA: 0:02:09 ( 1.32 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:33 ( 0.96 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (28.80 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 51.1s Running EM algorithm... 1%|▌ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:42 ( 0.21 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:39 ( 0.21 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.26 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 26.2s 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. 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100%|██████████████████████████████████████████████████| Time: 0:00:14 (73.88 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 39.8s Iteration: 1, Log-likelihood: -28.383310648778362 Iteration: 2, Log-likelihood: -28.383310648778362 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -25.998748338908154 Iteration: 1, Log-likelihood: -24.05717271054452 Iteration: 1, Log-likelihood: -19.039437935546086 Iteration: 1, Log-likelihood: -16.14036742226076 Iteration: 1, Log-likelihood: -14.621018181518732 Iteration: 1, Log-likelihood: -14.602021091368767 Iteration: 1, Log-likelihood: -14.597636341929649 Iteration: 1, Log-likelihood: -14.596909298986473 Iteration: 1, Log-likelihood: -14.59680648320048 Iteration: 1, Log-likelihood: -14.596792994463884 Iteration: 1, Log-likelihood: -1399.8660232814534 Iteration: 2, Log-likelihood: -1399.4139276822957 Iteration: 3, Log-likelihood: -1399.256555894886 Iteration: 4, Log-likelihood: -1399.155869809905 Iteration: 5, Log-likelihood: -1399.0755102089602 Iteration: 6, Log-likelihood: -1399.0076749720693 Iteration: 7, Log-likelihood: -1398.9493991920565 Iteration: 8, Log-likelihood: -1398.8988760401744 Iteration: 9, Log-likelihood: -1398.85477157969 Iteration: 10, Log-likelihood: -1398.8160411866163 Iteration: 1, Log-likelihood: -1402.5377913347982 Iteration: 1, Log-likelihood: -1401.315515618773 Iteration: 1, Log-likelihood: -1400.7888792781202 Iteration: 1, Log-likelihood: -1400.4313468903285 Iteration: 1, Log-likelihood: -1400.1568236796882 Iteration: 1, Log-likelihood: -1399.9372004255806 Iteration: 1, Log-likelihood: -1399.7576309799713 Iteration: 1, Log-likelihood: -1399.6084855799982 Iteration: 1, Log-likelihood: -1399.4830088802003 Iteration: 1, Log-likelihood: -1399.3762802181427 Iteration: 1, Log-likelihood: -925.916674700805 Iteration: 2, Log-likelihood: -921.3590780093389 Iteration: 3, Log-likelihood: -918.5410826619775 Iteration: 4, Log-likelihood: -916.622573406033 Iteration: 5, Log-likelihood: -915.2716543883308 Iteration: 6, Log-likelihood: -914.2919234818373 Iteration: 7, Log-likelihood: -913.5627104094817 Iteration: 8, Log-likelihood: -913.0074919906746 Iteration: 9, Log-likelihood: -912.5762590740488 Iteration: 10, Log-likelihood: -912.235416048801 Iteration: 1, Log-likelihood: -922.9824291570822 Iteration: 1, Log-likelihood: -916.8624607166762 Iteration: 1, Log-likelihood: -914.2797501148762 Iteration: 1, Log-likelihood: -912.9756417513222 Iteration: 1, Log-likelihood: -912.2456036536095 Iteration: 1, Log-likelihood: -911.8047736133694 Iteration: 1, Log-likelihood: -911.5172925087955 Iteration: 1, Log-likelihood: -911.314316511175 Iteration: 1, Log-likelihood: -911.1605565094676 Iteration: 1, Log-likelihood: -911.0380010266475 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 6.9s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 12.3s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 16.1s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 28.8s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-1.905146560920573 -2.576570779955802 -0.9050657496064771 0.9883839096952222 -1.971267224596442 2.008328025765776 -4.703176583753556 -0.2897815142572673 1.357582118778506 -1.9193181338414818 -0.3779575554623916 3.6220579731605578 -2.4333100723530703 -0.0941018008442942 1.0734945913856215 -1.3198363672523419 5.968953125942271 -3.3750344481122307 -2.1158708343923136 0.9238418450195587 2.336983139707744 -3.872327521236266 3.214052244074699 1.266969239237528 0.050380791951792236 -3.3741356685601733 3.5134277696511553 3.201298413079323 0.6267697196230139 -4.460664156196566 -0.14329914439947533 -2.5971797751753622 -5.0054166082787885 -2.847784491483139 -4.632113688478855 -0.04192109336985411 0.5675279823156679 0.021238716039184036 -2.2184278456153494 -1.1195510120801253 0.7756231937438205 -0.937103466118582 -4.366035950943358 -2.206213249749063 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-3.11778717578251 -0.027770731556832517 3.1180752384919352 -0.9875043236378076 -2.574071904406173 -2.1144456380303174 1.5788046955894837 0.35341581093891705 -1.262280218704921 0.5452186297016951 1.0298333771592967 1.5344331275076037 -4.182818677369778 1.555765325820242 -2.851994289570163 3.4705136755499546 2.2361615027412984 3.1454222149636024 5.807054449691025 3.5149559993969395 -4.376353746877392 1.5890504449442533 -3.720494152869156 2.5111935184376653 0.8833082548191152 0.15987171167710434 -0.38903092648798776 2.1711134768345848 -4.347630415791708 -0.10030062853928612 -0.4949876514922878 0.18216614549401844 2.8852777183707583 2.149697172491357 -3.1119188397585344 -1.0017911402558475 -1.2810106492044122 -0.5626461758544412 -0.29245170418463495 2.8359429515290286 -0.3938817721606638 1.5174209053197152 -2.378206988937754 0.8534382875215802 2.8111059992279746 0.04226097995735012 -4.686970030514371 -0.4879365694050428 -2.854587578847282 2.2906595171245447 2.915340667504153 6.817527503635603 1.227127844852157 3.484002073973314 2.229213901088708 0.9669569971319231 -2.747305668464716 -1.1854948185855496 1.2459143347961774 -0.43535047135718363 -0.731563364323926 -1.9610901422794509 -5.389045173314298 0.3036427130832281 -1.5310157673807794 2.7440051884506627 1.547454297901255 0.5145459630883824 0.14605564814106797 4.906889175661303 -1.1962509375563788 3.9188005852886865 0.2599633304100192 0.8726912921310486 4.254814120893139 -2.505089648135318 2.1953300518443353 3.593543033161846 2.8181886486221472 1.8430077492251697 -0.8941501847058525 2.4328225442502642 -1.7793258981148854 0.9270434275101054]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.4s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.0s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:28 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.1s Running EM algorithm... 2%|█ | ETA: 0:01:04 ( 0.65 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:57 ( 0.59 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:54 ( 0.56 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:51 ( 0.54 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:50 ( 0.53 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:48 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:47 ( 0.52 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:46 ( 0.51 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:45 ( 0.50 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:45 ( 0.50 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:44 ( 0.50 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:43 ( 0.49 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:42 ( 0.49 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:46 ( 0.54 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:45 ( 0.54 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (86.24 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:23 ( 0.23 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:12 ( 0.12 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:09 (93.90 ms/it) Running EM algorithm... 10%|█████ | ETA: 0:00:08 (88.64 ms/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:07 (78.90 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (11.18 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 20.0s Testing StateSpaceDynamics tests passed Testing completed after 1016.68s PkgEval succeeded after 1086.45s