Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.640 (0a970d81aa*) started at 2025-05-27T20:04:19.057 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.44s ################################################################################ # 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 v1.7.0 [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 9.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 48.0s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_XmpEaM/Project.toml` [4c88cf16] Aqua v0.8.12 [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_XmpEaM/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.12 [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] 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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 v1.13.0 [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... 87048.6 ms ✓ DataFrames 1 dependency successfully precompiled in 88 seconds. 34 already precompiled. Precompiling packages... 8156.1 ms ✓ MAT 1 dependency successfully precompiled in 8 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m26.2s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m54.3s Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (15.21 ms/it) Fitting LDS via EM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 ( 9.18 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.94 ms/it) Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (29.59 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (26.39 ms/it) Fitting LDS via EM... 13%|██████▌ | ETA: 0:00:02 (26.14 ms/it) Fitting LDS via EM... 18%|█████████ | ETA: 0:00:02 (25.78 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (25.02 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:02 (25.10 ms/it) Fitting LDS via EM... 32%|████████████████ | ETA: 0:00:02 (24.86 ms/it) Fitting LDS via EM... 36%|██████████████████ | ETA: 0:00:02 (25.07 ms/it) Fitting LDS via EM... 41%|████████████████████▌ | ETA: 0:00:01 (25.21 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (25.01 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (25.05 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (24.86 ms/it) Fitting LDS via EM... 60%|██████████████████████████████ | ETA: 0:00:01 (24.83 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:01 (24.95 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (24.92 ms/it) Fitting LDS via EM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (25.01 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:01 (24.86 ms/it) Fitting LDS via EM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:00 (24.84 ms/it) Fitting LDS via EM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 (24.87 ms/it) Fitting LDS via EM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (24.82 ms/it) Fitting LDS via EM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (24.71 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (24.64 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m56.6s 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: 0:00:20 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:13 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:10 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 (94.38 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:08 (89.97 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:07 (80.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:07 (78.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:06 (72.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:05 (68.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (65.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:05 (63.38 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:04 (61.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:04 (60.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:04 (60.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:04 (60.64 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (59.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:03 (58.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (58.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (58.35 ms/it) Fitting Poisson LDS via LaPlaceEM... 49%|████████████████████████▌ | ETA: 0:00:03 (58.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:03 (58.04 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:03 (58.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:02 (57.59 ms/it) Fitting Poisson LDS via 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LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:19 ( 0.19 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m37.1s Running EM algorithm... 2%|█ | ETA: 0:02:31 ( 1.54 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:49 ( 1.12 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (33.71 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 41.2s Running EM algorithm... 1%|▌ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:43 ( 0.23 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (10.18 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 19.2s WARNING: Method definition sample_states(Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingGaussianRegression.jl:164 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/HiddenMarkovModels/SwitchingPoissonRegression.jl:124. Running EM algorithm... 1%|▌ | ETA: 0:02:43 ( 0.82 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:42 ( 0.82 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:32 ( 0.77 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:18 ( 0.71 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:08 ( 0.66 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:58 ( 0.61 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:50 ( 0.57 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:45 ( 0.55 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:40 ( 0.53 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:36 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:32 ( 0.49 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:29 ( 0.48 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:27 ( 0.47 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:24 ( 0.46 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:22 ( 0.45 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:20 ( 0.44 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:18 ( 0.43 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:17 ( 0.42 s/it) 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... 11%|█████▌ | ETA: 0:01:12 ( 0.41 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (44.70 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 32.1s Running EM algorithm... 1%|▌ | ETA: 0:01:23 ( 0.42 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:32 ( 0.47 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:26 ( 0.74 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:18 ( 0.71 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:13 ( 0.68 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:02 ( 0.63 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:54 ( 0.59 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:47 ( 0.56 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:42 ( 0.54 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.38 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:04 ( 0.37 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:03 ( 0.37 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:02 ( 0.36 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:00 ( 0.36 s/it) Running EM algorithm... 17%|████████▌ | 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: 0:00:59 ( 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 ( 0.36 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... 100%|██████████████████████████████████████████████████| Time: 0:00:14 (72.52 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.4s Iteration: 1, Log-likelihood: -23.506044199078936 Iteration: 2, Log-likelihood: -23.506044199078936 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -22.46139440786702 Iteration: 1, Log-likelihood: -21.59265035123363 Iteration: 1, Log-likelihood: -20.124936149161638 Iteration: 1, Log-likelihood: -18.950887171761114 Iteration: 1, Log-likelihood: -16.520192567969833 Iteration: 1, Log-likelihood: -8.491678922838622 Iteration: 1, Log-likelihood: -5.693415399329166 Iteration: 1, Log-likelihood: -5.100863379045215 Iteration: 1, Log-likelihood: -4.618781018878567 Iteration: 1, Log-likelihood: -4.46961195963627 Iteration: 1, Log-likelihood: -1421.951995176113 Iteration: 2, Log-likelihood: -1421.924707740093 Iteration: 3, Log-likelihood: -1421.906202215876 Iteration: 4, Log-likelihood: -1421.8915442935931 Iteration: 5, Log-likelihood: -1421.878853469321 Iteration: 6, Log-likelihood: -1421.8673749129277 Iteration: 7, Log-likelihood: -1421.856779345476 Iteration: 8, Log-likelihood: -1421.8469035273572 Iteration: 9, Log-likelihood: -1421.83765205737 Iteration: 10, Log-likelihood: -1421.8289593487932 Iteration: 1, Log-likelihood: -1422.9525143447897 Iteration: 1, Log-likelihood: -1422.793392046449 Iteration: 1, Log-likelihood: -1422.6692708765265 Iteration: 1, Log-likelihood: -1422.5659684669058 Iteration: 1, Log-likelihood: -1422.4781067507859 Iteration: 1, Log-likelihood: -1422.4024978747395 Iteration: 1, Log-likelihood: -1422.33685797163 Iteration: 1, Log-likelihood: -1422.2794429184507 Iteration: 1, Log-likelihood: -1422.2288856943014 Iteration: 1, Log-likelihood: -1422.1840983324216 Iteration: 1, Log-likelihood: -911.2125467593249 Iteration: 2, Log-likelihood: -910.9085233908963 Iteration: 3, Log-likelihood: -910.7591549528465 Iteration: 4, Log-likelihood: -910.6603963338507 Iteration: 5, Log-likelihood: -910.5860716491136 Iteration: 6, Log-likelihood: -910.5256660814129 Iteration: 7, Log-likelihood: -910.474643848306 Iteration: 8, Log-likelihood: -910.4308419410714 Iteration: 9, Log-likelihood: -910.3930358087417 Iteration: 10, Log-likelihood: -910.3603801701305 Iteration: 1, Log-likelihood: -912.6655057709465 Iteration: 1, Log-likelihood: -912.2541995061089 Iteration: 1, Log-likelihood: -911.9904796437187 Iteration: 1, Log-likelihood: -911.8007652748344 Iteration: 1, Log-likelihood: -911.6509319803508 Iteration: 1, Log-likelihood: -911.5222110294193 Iteration: 1, Log-likelihood: -911.4048300811762 Iteration: 1, Log-likelihood: -911.2943132039079 Iteration: 1, Log-likelihood: -911.1891483108482 Iteration: 1, Log-likelihood: -911.0892949029144 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.8s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.4s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.5s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.4s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [5.368367342181551 -0.7529395746786609 -1.7137157683552677 -1.9086217559440295 -0.8553681449061918 3.1176706734925475 -2.184493890416503 3.606956124032502 -0.005553609254517172 -2.593785060690838 -4.762976267073526 -6.5288874630884015 -2.6659192520020074 -0.8246343799205595 -3.018305753962493 -1.7296754998098542 -1.956835294911493 0.5041241332405891 2.904456662447341 2.0774413186555325 3.215576312008805 0.4277731472321511 -3.9910629423552906 -1.031562534847193 -4.590006567885392 -0.4216351422830885 1.3118313827072503 0.5881892971584839 2.646574257312096 -0.32616696393424793 0.6598932038512739 1.7443859532505224 -1.1503109240096594 -1.8407641741981313 -1.851208077135482 -0.8240165790033964 -2.319996885227761 0.2882662464371686 -3.3892408214042025 -3.7722736826177146 -0.034716691512374664 -0.07035684643135076 -4.377133953349226 0.573369789020893 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-0.5819790646401823 2.3326865674928356 2.2654411594105914 -0.6167721030275195 2.1706569767822286 0.8501676565752969 0.15591284767366675 0.761123432090919 1.4320456349377653 -2.1673178465739604 1.1740726862623587 -1.5148177176767141 -2.7668283084317005 -1.6323581469469568 0.8877986507625841 1.127600372695087 -4.075406571101098 1.188225468770335 -2.3762795138456356 -0.5357730835928471 -3.4788035234436054 1.7447458304709573 -1.2214892148068568 0.19055608494707862 -2.308356636628786 -3.2926132319993306 0.9741455659979112 4.253913994651326 6.8944051722028945 1.168723015106612 -0.40015401401931483 2.1644545008923544 3.9825813661519076][-2.4047694188991082 -0.7915353465532036 2.2889926916185566 0.766199441466296 1.5477168078026933 -1.6147082744685808 -3.061119984728377 3.866999537500694 -0.4253269942134861 -1.978707649189912 -0.3056308031539977 2.795981052145392 0.9689278684622432 -1.1673534122009446 -1.8716414919415802 1.0115832383078343 0.8001532218774006 1.1520618603392776 -3.9841848469022234 0.24706794372843255 1.6063485028186584 0.6177087543645539 2.686173329737685 -1.7748503612828643 1.3742665570461718 0.3533555557845841 0.4089656060403105 -0.39583346298867944 -0.3402534137027194 1.6635261971066 2.607829257499139 -0.8928721168765384 1.1349992921279464 -0.13451077481006102 -1.0468398350526869 -1.0436817902600442 0.3404057865701198 1.0193596978142623 0.12407802714762606 -0.691360363885579 -0.4592376190507049 5.647911575891335 -2.7767374354824566 -4.960948082363458 0.1692704290146012 -1.4678059800490724 1.7991541834477673 3.6700523759093184 1.595670290333325 1.2072431455961374 0.4955616798079171 3.3161235496749866 -0.8315268407391363 -0.20495230991814717 3.509134821796319 -0.965498784796225 0.0749110026364197 -2.757901663084517 2.07076370589352 -1.8360649042926025 2.107459010124716 0.4423727572563734 0.3084617670927482 2.3895457587196267 -0.2918641713244159 -2.2952802767795437 -0.22168831306705317 1.239020691646636 -1.3118800731518316 -0.34181480874253767 -1.3928875211198506 -1.7472249371937192 3.6834834735661066 -0.25547303097848917 -1.9605862179398503 -0.8464939628485193 -3.204106937724103 0.6580586595645093 1.739675450302572 2.2670286159001884 0.05835205297149648 -1.8275695129314582 1.1483100125621357 2.3631393215154772 2.6880962777693913 0.4106969589123882 -4.606617328657253 -2.7239592474518686 3.9730556540698787 -4.078536223063065 2.409285040271049 -4.561696747777642 3.44674602250882 2.306068281452721 1.1117235503141405 2.012822089783467 -2.5958449163902184 -0.22068422842348023 0.7906049999307452 -1.6961038324409718]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.6s 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 10.5s Running EM algorithm... 2%|█ | ETA: 0:01:05 ( 0.67 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:59 ( 0.61 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:57 ( 0.60 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:56 ( 0.59 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:54 ( 0.58 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:53 ( 0.57 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:51 ( 0.56 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:51 ( 0.56 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:52 ( 0.57 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:00 ( 0.67 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:59 ( 0.67 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:57 ( 0.66 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:56 ( 0.65 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:55 ( 0.64 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:54 ( 0.64 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 ( 0.10 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:28 ( 0.29 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:16 ( 0.17 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:12 ( 0.13 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 (97.45 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:08 (93.46 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.67 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 21.2s Testing StateSpaceDynamics tests passed Testing completed after 819.94s PkgEval succeeded after 903.4s