Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.636 (2bd37fbbab*) started at 2025-05-25T19:56:55.792 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.83s ################################################################################ # 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 9.6s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 93.51s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_mZjOfP/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_mZjOfP/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... 11475.5 ms ✓ MAT 1 dependency successfully precompiled in 12 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m29.9s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m49.9s Fitting LDS via EM... 5%|██▌ | ETA: 0:00:03 (34.56 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (10.16 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (24.02 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (26.25 ms/it) Fitting LDS via EM... 14%|███████ | ETA: 0:00:02 (24.49 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:02 (25.22 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (24.95 ms/it) Fitting LDS via EM... 29%|██████████████▌ | ETA: 0:00:02 (24.56 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:02 (24.23 ms/it) Fitting LDS via EM... 39%|███████████████████▌ | ETA: 0:00:01 (23.97 ms/it) Fitting LDS via EM... 44%|██████████████████████ | ETA: 0:00:01 (23.83 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (23.65 ms/it) Fitting LDS via EM... 54%|███████████████████████████ | ETA: 0:00:01 (23.54 ms/it) Fitting LDS via EM... 59%|█████████████████████████████▌ | ETA: 0:00:01 (23.33 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (22.91 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (22.87 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (22.96 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (22.85 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (22.84 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (22.96 ms/it) Fitting LDS via EM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (22.95 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (22.97 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m57.9s 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... 5%|██▌ | ETA: 0:00:11 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:09 (97.29 ms/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:08 (88.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:07 (82.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:07 (75.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:06 (70.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:06 (68.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:05 (65.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (64.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:05 (63.64 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:05 (62.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:04 (62.04 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:04 (61.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:04 (61.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:04 (60.41 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (60.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:03 (59.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (59.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:03 (58.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:03 (58.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:03 (58.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (57.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (57.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:02 (57.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:02 (57.51 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (57.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:02 (57.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:02 (57.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:02 (56.89 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (56.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (56.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (56.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (56.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (56.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:01 (56.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 (55.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 (55.95 ms/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (55.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 (55.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (55.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 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87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:17 ( 0.18 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m19.6s Running EM algorithm... 2%|█ | ETA: 0:02:29 ( 1.52 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:48 ( 1.11 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (33.37 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 41.1s Running EM algorithm... 1%|▌ | ETA: 0:00:48 ( 0.24 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:50 ( 0.25 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:48 ( 0.25 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:48 ( 0.25 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:50 ( 0.26 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (16.05 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.4s 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: 0:02:34 ( 0.78 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:36 ( 0.79 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:28 ( 0.75 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:16 ( 0.70 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:06 ( 0.65 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:00 ( 0.62 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:53 ( 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: 0:01:38 ( 0.52 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:34 ( 0.50 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:31 ( 0.48 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:26 ( 0.46 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... 9%|████▌ | ETA: 0:01:20 ( 0.44 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:18 ( 0.43 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:16 ( 0.42 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:15 ( 0.42 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:14 ( 0.41 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (45.48 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.1s Running EM algorithm... 1%|▌ | ETA: 0:01:44 ( 0.52 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:46 ( 0.84 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:36 ( 0.80 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:27 ( 0.75 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:19 ( 0.72 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:11 ( 0.68 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:05 ( 0.65 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:59 ( 0.63 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:55 ( 0.61 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.44 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:15 ( 0.44 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:14 ( 0.43 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:13 ( 0.43 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:12 ( 0.42 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:11 ( 0.42 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:10 ( 0.42 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:09 ( 0.41 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:08 ( 0.41 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:07 ( 0.41 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:06 ( 0.40 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:01:05 ( 0.40 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:01:04 ( 0.40 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:01:04 ( 0.40 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:01:03 ( 0.40 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:16 (81.02 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 31.5s Iteration: 1, Log-likelihood: -20.15252044277086 Iteration: 2, Log-likelihood: -20.15252044277086 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -19.69002234056437 Iteration: 1, Log-likelihood: -19.46696283973783 Iteration: 1, Log-likelihood: -19.33139457390697 Iteration: 1, Log-likelihood: -19.1875396799715 Iteration: 1, Log-likelihood: -18.914887832299748 Iteration: 1, Log-likelihood: -18.174496657841846 Iteration: 1, Log-likelihood: -16.29692135663668 Iteration: 1, Log-likelihood: -13.066699911734903 Iteration: 1, Log-likelihood: -8.876688544450214 Iteration: 1, Log-likelihood: -5.4463015017717336 Iteration: 1, Log-likelihood: -1407.0783563542643 Iteration: 2, Log-likelihood: -1405.8223564788454 Iteration: 3, Log-likelihood: -1405.0591238175593 Iteration: 4, Log-likelihood: -1404.5602372799644 Iteration: 5, Log-likelihood: -1404.2165480131132 Iteration: 6, Log-likelihood: -1403.9701238831035 Iteration: 7, Log-likelihood: -1403.7877967020172 Iteration: 8, Log-likelihood: -1403.6494278588127 Iteration: 9, Log-likelihood: -1403.5422010314496 Iteration: 10, Log-likelihood: -1403.4576392046679 Iteration: 1, Log-likelihood: -1403.2323731115125 Iteration: 1, Log-likelihood: -1403.0556935420598 Iteration: 1, Log-likelihood: -1403.0150980181572 Iteration: 1, Log-likelihood: -1403.0045054287818 Iteration: 1, Log-likelihood: -1403.000938162173 Iteration: 1, Log-likelihood: -1402.9991081737028 Iteration: 1, Log-likelihood: -1402.9977616285626 Iteration: 1, Log-likelihood: -1402.9965949959358 Iteration: 1, Log-likelihood: -1402.9955317563163 Iteration: 1, Log-likelihood: -1402.9945499590413 Iteration: 1, Log-likelihood: -912.3390894826568 Iteration: 2, Log-likelihood: -911.7844214169835 Iteration: 3, Log-likelihood: -911.5450204572958 Iteration: 4, Log-likelihood: -911.3903485656404 Iteration: 5, Log-likelihood: -911.2748470404449 Iteration: 6, Log-likelihood: -911.1808449992741 Iteration: 7, Log-likelihood: -911.1007322684073 Iteration: 8, Log-likelihood: -911.0309908147497 Iteration: 9, Log-likelihood: -910.9697903676595 Iteration: 10, Log-likelihood: -910.9159970929541 Iteration: 1, Log-likelihood: -910.7732535868466 Iteration: 1, Log-likelihood: -910.6578434843744 Iteration: 1, Log-likelihood: -910.6454290459163 Iteration: 1, Log-likelihood: -910.63944957111 Iteration: 1, Log-likelihood: -910.6347758687317 Iteration: 1, Log-likelihood: -910.6305519519435 Iteration: 1, Log-likelihood: -910.6265431418221 Iteration: 1, Log-likelihood: -910.6226783024472 Iteration: 1, Log-likelihood: -910.6189337866359 Iteration: 1, Log-likelihood: -910.6152999658176 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.5s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.4s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.3s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.1s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [0.4604407405221619 1.9016238740383504 0.3985883605884243 3.820254247784799 1.5695790503640077 1.405838211453974 1.5805911791959146 2.2287498064326394 -4.9266983540715215 -0.5449687308595745 -0.08351599326263948 1.9176807615876525 -1.8207353015003989 1.6737323839459148 1.141370892151071 -3.1805088167725826 -4.103007651353915 -1.147995054714611 0.409172529241706 0.2236674446999708 3.885496519178843 0.07216930438545766 -0.6004650116158425 2.1578150882538853 -1.7645802860481936 -2.944115104341269 -3.304525609000538 4.1364221686462095 5.864751899100225 -4.124755066284678 1.9982247749649837 1.6570120422153118 0.4914548552962753 -2.170507457160824 0.4165078460912178 0.6385602103870183 4.005820192237552 -2.0611064213456416 2.875026800046803 0.5191622673561698 3.8180979846775767 -5.465682351666557 2.114264984606378 -5.106931706642878 0.6976356519699337 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-1.1734213953932993 0.7743153859052936 -1.0824248010649429 3.390843308819063 2.329943186470982 -0.7537917654058178 0.23569501441575735 -1.32906867280384 -0.8202522473980238 -3.228386288988283 0.23698872105063462 0.5922039869240456 1.5843952860784616 3.673218211038899 1.9627286026498454 -1.124664594014688 -0.9139719387944218 3.8747843389712213 1.1672212006032046 -2.4025926062556002 -0.5465321024166429 0.018978803533584332 1.63763648698083 -3.700020570290742 -0.03278393052151396 -1.8762074209699189 3.049275294713417 2.4240708712675243 -0.5031168439662614 -2.836648498146115 1.1930143397035105 -0.6746022712160573 1.1740215175966604 1.5021470707754014 0.10608904039100864 -0.9810389097666066 -3.1327735603177542 -4.189294624910952 1.6056498558876169 0.5943799070778131 4.253516229781443 0.35980528290475333 -0.4575204279740868 1.7521591685929632 3.870437046138868 -3.932803064971355 -3.7914542369356528 -0.8782051393016383 -0.40497017900287924 0.8016477094341242 1.0454292801235012 1.818012296290732 -3.9892452849932334 2.312736445423393 3.7935430597050543 1.5311239000331625 -0.07976292174036376 1.2193308608553661 -1.566962908311669 -2.8858341464923116 2.2141182600494047 1.8373418471253284 -2.611469990217561 -1.9326023753626824 0.041194281747747086 1.9334664775429034 -2.5856795125457923 2.1875977242636653 -1.7575451872708794 0.8521029292854216 1.2940156829396232 1.4022622407982346 -4.020069165806705 -2.736438605863479 -2.8431527563019543 1.2008604562553056 2.3061276569013454 4.8578679384350405 1.6392278845800026 4.549374414683259 -4.113955417633854 3.121279217068044 -1.0063118205546844]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.7s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.6s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:26 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.8s Running EM algorithm... 2%|█ | ETA: 0:01:07 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:00 ( 0.62 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:58 ( 0.60 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:57 ( 0.60 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:56 ( 0.60 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:55 ( 0.59 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:07 ( 0.72 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:04 ( 0.70 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:02 ( 0.69 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:01 ( 0.68 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: 0:00:33 ( 0.34 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:16 ( 0.16 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:08 (94.75 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (14.27 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 21.3s Testing StateSpaceDynamics tests passed Testing completed after 717.02s PkgEval succeeded after 846.51s