Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.443 (8a8e3d1f98*) started at 2025-04-29T04:40:55.981 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.61s ################################################################################ # 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 v7.18.0 [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 v0.6.52 [31c24e10] + Distributions v0.25.119 [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 v1.8.0 [90014a1f] + PDMats v0.11.34 [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 v1.7.0 [2913bbd2] + StatsBase v0.34.4 [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 8.8s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 78.42s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_joBHdS/Project.toml` [4c88cf16] Aqua v0.8.11 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.119 ⌅ [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_joBHdS/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.11 [4fba245c] ArrayInterface v7.18.0 [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 v0.9.0 [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 v0.6.52 [31c24e10] Distributions v0.25.119 [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 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[8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.12.0 [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 v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+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... 83299.3 ms ✓ DataFrames 1 dependency successfully precompiled in 84 seconds. 34 already precompiled. Precompiling packages... 8430.2 ms ✓ MAT 1 dependency successfully precompiled in 9 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m11.9s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m46.9s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.83 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (10.79 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:00 (10.40 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:00 ( 9.81 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 ( 9.35 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.34 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (23.91 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (25.83 ms/it) Fitting LDS via EM... 14%|███████ | ETA: 0:00:02 (25.90 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:02 (25.29 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (25.28 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (24.72 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (24.62 ms/it) Fitting LDS via EM... 37%|██████████████████▌ | ETA: 0:00:02 (24.69 ms/it) Fitting LDS via EM... 42%|█████████████████████ | ETA: 0:00:01 (24.51 ms/it) Fitting LDS via EM... 47%|███████████████████████▌ | ETA: 0:00:01 (24.52 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (24.43 ms/it) Fitting LDS via EM... 56%|████████████████████████████ | ETA: 0:00:01 (24.49 ms/it) Fitting LDS via EM... 60%|██████████████████████████████ | ETA: 0:00:01 (24.56 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (24.47 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (24.35 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (24.15 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (24.10 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (24.02 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (23.97 ms/it) Fitting LDS via EM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (24.01 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (24.06 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (24.05 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m52.5s 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: 0:00:09 (99.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (78.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:07 (77.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:06 (69.61 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:05 (64.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:05 (64.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:05 (61.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (60.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (58.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:04 (58.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:04 (56.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:04 (55.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:03 (55.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (54.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (53.93 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (53.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:03 (53.07 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:02 (52.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (52.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (52.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (51.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (51.53 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (51.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:02 (51.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (51.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (51.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:01 (51.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (51.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (51.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (50.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:01 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LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:13 ( 0.14 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m27.2s Running EM algorithm... 2%|█ | ETA: 0:02:36 ( 1.59 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:51 ( 1.15 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.48 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 41.6s Running EM algorithm... 1%|▌ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.81 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 18.7s 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: 0:00:15 (77.07 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.1s Iteration: 1, Log-likelihood: -28.955722679998786 Iteration: 2, Log-likelihood: -28.955722679998786 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.87293182609838 Iteration: 1, Log-likelihood: -22.915688923992075 Iteration: 1, Log-likelihood: -22.017031376692625 Iteration: 1, Log-likelihood: -19.97799696133288 Iteration: 1, Log-likelihood: -9.553081510678538 Iteration: 1, Log-likelihood: -9.481946769008283 Iteration: 1, Log-likelihood: -9.383224315950413 Iteration: 1, Log-likelihood: -9.182354244086946 Iteration: 1, Log-likelihood: -8.64518041219382 Iteration: 1, Log-likelihood: -7.813688788278695 Iteration: 1, Log-likelihood: -1415.0647304448364 Iteration: 2, Log-likelihood: -1414.0684938745558 Iteration: 3, Log-likelihood: -1413.4166339327537 Iteration: 4, Log-likelihood: -1412.9552289697572 Iteration: 5, Log-likelihood: -1412.614920871774 Iteration: 6, Log-likelihood: -1412.3560148154354 Iteration: 7, Log-likelihood: -1412.1540424322673 Iteration: 8, Log-likelihood: -1411.9931828692668 Iteration: 9, Log-likelihood: -1411.8628108349874 Iteration: 10, Log-likelihood: -1411.7555611033274 Iteration: 1, Log-likelihood: -1415.613945938911 Iteration: 1, Log-likelihood: -1414.5032441053118 Iteration: 1, Log-likelihood: -1413.7676722439105 Iteration: 1, Log-likelihood: -1413.2487367700649 Iteration: 1, Log-likelihood: -1412.866940769105 Iteration: 1, Log-likelihood: -1412.5767757286205 Iteration: 1, Log-likelihood: -1412.350417715738 Iteration: 1, Log-likelihood: -1412.170000902809 Iteration: 1, Log-likelihood: -1412.023589489463 Iteration: 1, Log-likelihood: -1411.9029419340113 Iteration: 1, Log-likelihood: -901.9876709599231 Iteration: 2, Log-likelihood: -900.0643486500418 Iteration: 3, Log-likelihood: -899.4182826046676 Iteration: 4, Log-likelihood: -899.1535126273327 Iteration: 5, Log-likelihood: -899.0338897614748 Iteration: 6, Log-likelihood: -898.9753201134668 Iteration: 7, Log-likelihood: -898.9438675509024 Iteration: 8, Log-likelihood: -898.9249575189347 Iteration: 9, Log-likelihood: -898.9121002905957 Iteration: 10, Log-likelihood: -898.9023389190504 Iteration: 1, Log-likelihood: -906.2108545553149 Iteration: 1, Log-likelihood: -903.9208198120871 Iteration: 1, Log-likelihood: -902.7025267825394 Iteration: 1, Log-likelihood: -901.8512144828636 Iteration: 1, Log-likelihood: -901.2251209638274 Iteration: 1, Log-likelihood: -900.7529967519736 Iteration: 1, Log-likelihood: -900.3901414171954 Iteration: 1, Log-likelihood: -900.1067298721322 Iteration: 1, Log-likelihood: -899.8822445553532 Iteration: 1, Log-likelihood: -899.7022384688225 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.0s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 9.2s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.4s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.3s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.1s [-4.191962992700325 0.4999628056129295 -1.450734654073135 0.8355418495760324 5.161991332489972 -0.46827247703508174 4.459751509863311 -2.885662166510406 -2.171420684713624 1.8591901288345802 -0.03222849873293698 -1.0679977232960627 -0.7032432648891042 0.3148754075750956 4.547734236964848 2.060871838011627 -2.317940101413857 -1.5474341264692573 2.226812461324691 -3.0277178327975607 -0.8834178989331947 0.902539246917314 -0.3362453936352576 -0.32503629568294423 2.525671378975808 0.7121367534035667 -0.29626947923227287 2.1520917708489327 -3.114658025844917 0.9530032662393491 2.5216487075029246 -0.4993052020963925 2.5311010273942744 -2.5545343317161784 1.203431805657729 1.5213874051073788 -0.2785058419728714 -1.1955782181474832 -0.6074010311574276 -0.8710573089991216 0.07334565199352971 -0.4862919148933813 -2.8821659468114325 6.827050362069792 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-2.4357129112130425 -3.427545787724137 1.0828098487651459 -1.3643670099716336 -4.423368479558035 -0.580393895100795 -0.3325271335708379 -4.256404146579805 -0.7343873802814639 -2.9038907480021607 3.518810733296623 0.07247414358751225 -0.8182514172358197 0.2884542355819928 -0.29921323210706263 -1.235019543571106 -0.12907803516399466 -1.6684096491591138 -1.030559791896835 0.9640959300392858 -2.5588775841347107 -0.45336035206915004 -0.0527828978809004 1.3903174570058692 -1.3902892777828735 -1.2844668926228997 1.2827960148596123 -2.0996163996196615 1.1396011590860233 1.8263197064412908 1.5568486272283 -0.5808327495465206 2.3951473625830757 1.8385794895700227 -4.075726324917634 0.08526506145905677 2.132366440709129 -0.23085614378312702 -0.554779784153287 0.5760514281965122 6.100259255180118 -1.2475496083489195 1.707760284013232 0.2310967619714328 0.5978572316886921 -2.559341233844593 -5.103342953655557 -1.1453855731709446 0.7155110700395795 0.18179608295781924 4.52903298193287 0.712288493012216 0.022923769083854628 -2.1073928164444045 -0.49346250327291696 0.8796184794224675 -1.1512673848464807 -2.60548032579176 -6.915209810308127 -0.9388235703595663 1.9041591006590934 -1.5161935679907361 -4.771720225468332 -0.7115320701111263 0.8394703296217293 0.13300952851522468 -4.6906793748811975 -5.22916513222882 1.2919266249916448 -0.9095939873366241 5.826249861195105 -2.9463904486214982 -0.855133294418272 -1.738915954095691 3.521568408836381 0.6308507830016103 -1.3985727156749583 4.489963311910007 -2.8874897819294567]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 6.9s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 6.9s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:24 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.3s Running EM algorithm... 2%|█ | ETA: 0:01:07 ( 0.69 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:01 ( 0.63 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:59 ( 0.61 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:59 ( 0.62 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:11 ( 0.75 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:09 ( 0.74 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:05 ( 0.71 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:02 ( 0.69 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:00 ( 0.67 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:58 ( 0.65 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:56 ( 0.64 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:55 ( 0.63 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:53 ( 0.62 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:52 ( 0.61 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:51 ( 0.61 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:50 ( 0.60 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 ( 0.10 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.31 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... 10%|█████ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:08 (96.10 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:08 (90.22 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.09 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 20.7s Testing StateSpaceDynamics tests passed Testing completed after 772.07s PkgEval succeeded after 879.66s