Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.626 (157b8bc303*) started at 2025-05-23T06:40:44.056 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.05s ################################################################################ # 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 9.28s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 82.35s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_DC9HaP/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_DC9HaP/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 v2025.2.25 [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... 4906.3 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 6 seconds. 49 already precompiled. Precompiling packages... 11005.4 ms ✓ MAT 1 dependency successfully precompiled in 11 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m21.5s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m45.7s Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (15.09 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 ( 9.31 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.42 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (20.79 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (24.09 ms/it) Fitting LDS via EM... 14%|███████ | ETA: 0:00:02 (23.70 ms/it) Fitting LDS via EM... 18%|█████████ | ETA: 0:00:02 (24.55 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (24.61 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:02 (24.91 ms/it) Fitting LDS via EM... 32%|████████████████ | ETA: 0:00:02 (24.88 ms/it) Fitting LDS via EM... 37%|██████████████████▌ | ETA: 0:00:02 (24.37 ms/it) Fitting LDS via EM... 42%|█████████████████████ | ETA: 0:00:01 (24.30 ms/it) Fitting LDS via EM... 47%|███████████████████████▌ | ETA: 0:00:01 (24.36 ms/it) Fitting LDS via EM... 51%|█████████████████████████▌ | ETA: 0:00:01 (24.46 ms/it) Fitting LDS via EM... 56%|████████████████████████████ | ETA: 0:00:01 (24.30 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:01 (24.28 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (24.41 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (24.41 ms/it) Fitting LDS via EM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (24.48 ms/it) Fitting LDS via EM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (24.52 ms/it) Fitting LDS via EM... 84%|██████████████████████████████████████████ | ETA: 0:00:00 (24.45 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (24.52 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (24.35 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (24.34 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (24.34 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m53.0s 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: 0:00:17 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:09 (94.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (72.35 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:06 (66.89 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:05 (60.07 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:05 (57.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:05 (56.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:04 (54.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (52.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:04 (51.51 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:03 (50.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:03 (49.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 37%|██████████████████▌ | ETA: 0:00:03 (48.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:03 (48.64 ms/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:03 (48.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:03 (47.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 49%|████████████████████████▌ | ETA: 0:00:02 (47.07 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:02 (47.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:02 (46.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (47.04 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (46.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (46.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (46.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:01 (45.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (45.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:01 (45.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (45.28 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (45.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:01 (45.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:01 (45.14 ms/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (45.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 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84%|██████████████████████████████████████████ | ETA: 0:00:03 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:03 ( 0.19 s/it) Fitting Poisson LDS via 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 2m19.4s 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 (34.44 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 40.6s Running EM algorithm... 1%|▌ | ETA: 0:00:43 ( 0.22 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... 2%|█▎ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:45 ( 0.24 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (10.32 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 18.2s 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: 0:05:04 ( 1.53 s/it) Running EM algorithm... 2%|▊ | ETA: 0:04:21 ( 1.32 s/it) Running EM algorithm... 2%|█ | ETA: 0:03:47 ( 1.16 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:03:20 ( 1.03 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:59 ( 0.92 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:41 ( 0.84 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:27 ( 0.77 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:17 ( 0.72 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:02:07 ( 0.67 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:02:00 ( 0.63 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:54 ( 0.61 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:48 ( 0.58 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:44 ( 0.56 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:40 ( 0.54 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:37 ( 0.53 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:34 ( 0.51 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:31 ( 0.50 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:28 ( 0.49 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:26 ( 0.48 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:21 ( 0.46 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 (50.33 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.1s Running EM algorithm... 1%|▌ | ETA: 0:01:34 ( 0.48 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:42 ( 0.52 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:42 ( 0.52 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:40 ( 0.51 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:41 ( 0.52 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:38 ( 0.51 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:36 ( 0.50 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:33 ( 0.49 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:32 ( 0.48 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:16 (82.97 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 31.0s Iteration: 1, Log-likelihood: -29.294568804191172 Iteration: 2, Log-likelihood: -29.294568804191172 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -26.70073504932164 Iteration: 1, Log-likelihood: -25.51110339657335 Iteration: 1, Log-likelihood: -23.66496133950643 Iteration: 1, Log-likelihood: -21.130354488955952 Iteration: 1, Log-likelihood: -19.669539101953696 Iteration: 1, Log-likelihood: -17.769990116634727 Iteration: 1, Log-likelihood: -12.340785229059604 Iteration: 1, Log-likelihood: -6.340358894807961 Iteration: 1, Log-likelihood: -3.736323267844724 Iteration: 1, Log-likelihood: -3.710459332247267 Iteration: 1, Log-likelihood: -1382.4363924783856 Iteration: 2, Log-likelihood: -1382.398779764567 Iteration: 3, Log-likelihood: -1382.37094409248 Iteration: 4, Log-likelihood: -1382.350343035635 Iteration: 5, Log-likelihood: -1382.3350887267763 Iteration: 6, Log-likelihood: -1382.323777821778 Iteration: 7, Log-likelihood: -1382.3153679512784 Iteration: 8, Log-likelihood: -1382.309086389554 Iteration: 9, Log-likelihood: -1382.3043618361523 Iteration: 10, Log-likelihood: -1382.3007732026886 Iteration: 1, Log-likelihood: -1389.8768028489362 Iteration: 1, Log-likelihood: -1387.0623616182331 Iteration: 1, Log-likelihood: -1385.5901841734183 Iteration: 1, Log-likelihood: -1384.695852318507 Iteration: 1, Log-likelihood: -1384.1090888398078 Iteration: 1, Log-likelihood: -1383.7026221271396 Iteration: 1, Log-likelihood: -1383.4092018949596 Iteration: 1, Log-likelihood: -1383.190399195825 Iteration: 1, Log-likelihood: -1383.0228985732444 Iteration: 1, Log-likelihood: -1382.8918610892324 Iteration: 1, Log-likelihood: -904.8475377165458 Iteration: 2, Log-likelihood: -903.1348430445477 Iteration: 3, Log-likelihood: -902.6366607885849 Iteration: 4, Log-likelihood: -902.4041985215204 Iteration: 5, Log-likelihood: -902.2590485480621 Iteration: 6, Log-likelihood: -902.152777456689 Iteration: 7, Log-likelihood: -902.0689620416853 Iteration: 8, Log-likelihood: -902.0005934294492 Iteration: 9, Log-likelihood: -901.9439014981847 Iteration: 10, Log-likelihood: -901.8964480961922 Iteration: 1, Log-likelihood: -905.1637580101901 Iteration: 1, Log-likelihood: -901.2261507070777 Iteration: 1, Log-likelihood: -900.1889043746813 Iteration: 1, Log-likelihood: -899.8924965651044 Iteration: 1, Log-likelihood: -899.774315007727 Iteration: 1, Log-likelihood: -899.7017404051894 Iteration: 1, Log-likelihood: -899.6439885729924 Iteration: 1, Log-likelihood: -899.5934616762901 Iteration: 1, Log-likelihood: -899.5478986960734 Iteration: 1, Log-likelihood: -899.5063170575414 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.2s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 9.9s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 9.3s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.8s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [5.430106033446011 1.0911464775305189 2.112291254616062 -1.8827275227346787 -1.9776336078170456 -0.5863791468602825 -1.0756231181848355 1.66484309504659 -3.4971245513891187 -2.907783460812746 1.013851280833437 3.3566090691789823 -3.986181041932343 2.5287852826269535 -0.33671563124739246 -0.8627723622607475 3.0620582438304766 4.168673001934533 -0.8390598527761068 -3.090328066343195 1.1292672094383431 -0.6889530502215524 -6.5368062030001415 0.8653147364126414 -2.274923587763535 -0.22266229664937742 -3.900689706186495 -3.4477343710580692 1.7519524277469891 -0.37538705994961274 1.1356730377044313 2.46561491301805 -2.744422824666939 -1.4284261537882321 3.4754522840051285 -0.8800606193771573 -1.0498715921567385 3.123545170145366 -0.4913849715819895 -0.33552471081116586 -0.6336679488525541 -1.9597011781603526 0.9024953699949211 -1.5588486301859574 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0.1450393827658153 2.663978014865497 1.9860293499290922 -4.1196774323669025 1.6709593351039886 -0.7516649241499883 -1.957121264392374 3.5075583759787534 -3.039287866667642 2.3299178015305526 -2.0891544041218753 -1.7464935040284226 0.48092192529072836 0.06121606987794859 1.6938684472226186 0.27504383288289014 -0.23297501548574973 -0.931207647761857 -0.08914730063047477 -0.84834380490071 0.9867721841145555 2.343774414556668 0.12187084857278574 1.8490467077236163 1.9915344623718085 -2.512227691076024 -3.039047952335705 3.2157790829092705 1.6238210288885044 3.2742910568592016]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 9.0s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.5s 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 10.8s Running EM algorithm... 2%|█ | ETA: 0:01:06 ( 0.67 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:59 ( 0.61 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:56 ( 0.58 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:54 ( 0.57 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:52 ( 0.55 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:50 ( 0.54 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:49 ( 0.54 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:48 ( 0.53 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:47 ( 0.53 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:46 ( 0.52 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:45 ( 0.52 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:45 ( 0.52 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:45 ( 0.52 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:50 ( 0.60 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (95.62 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:31 ( 0.31 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:18 ( 0.19 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:16 ( 0.17 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:11 ( 0.13 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:10 ( 0.12 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:09 ( 0.11 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (15.79 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 20.7s Testing StateSpaceDynamics tests passed Testing completed after 703.76s PkgEval succeeded after 819.26s