Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.582 (c0a1728d50*) started at 2025-05-14T15:11:53.642 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.61s ################################################################################ # 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 v7.19.0 [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 v1.8.0 [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 9.36s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 59.44s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_fWrQ5w/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_fWrQ5w/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 v1.4.3 [429524aa] Optim v1.12.0 [bac558e1] OrderedCollections v1.8.0 [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... 90870.9 ms ✓ DataFrames 1 dependency successfully precompiled in 91 seconds. 34 already precompiled. Precompiling packages... 8352.4 ms ✓ MAT 1 dependency successfully precompiled in 10 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m24.1s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m56.5s Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (21.30 ms/it) Fitting LDS via EM... 22%|███████████ | ETA: 0:00:01 (16.72 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (12.88 ms/it) Fitting LDS via EM... 51%|█████████████████████████▌ | ETA: 0:00:01 (11.58 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:00 (11.34 ms/it) Fitting LDS via EM... 77%|██████████████████████████████████████▌ | ETA: 0:00:00 (10.74 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (10.23 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (10.00 ms/it) Fitting LDS via EM... 3%|█▌ | ETA: 0:00:03 (36.04 ms/it) Fitting LDS via EM... 8%|████ | ETA: 0:00:03 (28.64 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (27.97 ms/it) Fitting LDS via EM... 17%|████████▌ | ETA: 0:00:02 (27.00 ms/it) Fitting LDS via EM... 21%|██████████▌ | ETA: 0:00:02 (26.86 ms/it) Fitting LDS via EM... 26%|█████████████ | ETA: 0:00:02 (26.78 ms/it) Fitting LDS via EM... 31%|███████████████▌ | ETA: 0:00:02 (26.16 ms/it) Fitting LDS via EM... 35%|█████████████████▌ | ETA: 0:00:02 (26.26 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:02 (26.11 ms/it) Fitting LDS via EM... 44%|██████████████████████ | ETA: 0:00:01 (26.08 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (25.86 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (25.87 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (25.70 ms/it) Fitting LDS via EM... 62%|███████████████████████████████ | ETA: 0:00:01 (25.74 ms/it) Fitting LDS via EM... 66%|█████████████████████████████████ | ETA: 0:00:01 (25.83 ms/it) Fitting LDS via EM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (25.74 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (25.78 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (25.83 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (25.76 ms/it) Fitting LDS via EM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (25.81 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (25.73 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (25.80 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (25.78 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m01.8s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:19 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:18 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:08 (92.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:06 (73.32 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:06 (67.36 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:05 (60.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:04 (57.35 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:04 (54.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:04 (52.64 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:03 (51.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:03 (49.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (48.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:03 (48.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (47.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:02 (46.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 51%|█████████████████████████▌ | ETA: 0:00:02 (46.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:02 (45.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 57%|████████████████████████████▌ | ETA: 0:00:02 (45.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:02 (45.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:02 (44.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:02 (44.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (43.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:01 (43.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:01 (43.07 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (43.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (42.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (42.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:01 (42.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (42.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (41.97 ms/it) Fitting Poisson LDS via 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86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:15 ( 0.16 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m43.2s Running EM algorithm... 2%|█ | ETA: 0:02:37 ( 1.60 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:52 ( 1.15 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.50 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 46.4s Running EM algorithm... 1%|▌ | 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... 2%|█▎ | ETA: 0:00:44 ( 0.22 s/it) Running EM algorithm... 3%|█▌ | 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... 4%|██▎ | ETA: 0:00:41 ( 0.22 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.70 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.3s 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: 0:04:57 ( 1.50 s/it) Running EM algorithm... 2%|▊ | ETA: 0:04:06 ( 1.25 s/it) Running EM algorithm... 2%|█ | ETA: 0:03:32 ( 1.08 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:03:08 ( 0.96 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:49 ( 0.87 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:32 ( 0.79 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:19 ( 0.72 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:09 ( 0.68 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:02:01 ( 0.64 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:55 ( 0.61 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:49 ( 0.58 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:44 ( 0.56 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:40 ( 0.54 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:37 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:33 ( 0.51 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:29 ( 0.49 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:22 ( 0.46 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:20 ( 0.44 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:18 ( 0.44 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:16 ( 0.43 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (47.16 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.0s Running EM algorithm... 1%|▌ | ETA: 0:01:18 ( 0.40 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:29 ( 0.45 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:34 ( 0.48 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:33 ( 0.48 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:30 ( 0.46 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:26 ( 0.45 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:25 ( 0.45 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.42 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:12 ( 0.42 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:11 ( 0.42 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:10 ( 0.41 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:09 ( 0.41 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:08 ( 0.41 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:07 ( 0.40 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:06 ( 0.40 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:06 ( 0.40 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:05 ( 0.40 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:04 ( 0.39 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:01:03 ( 0.39 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:01:03 ( 0.39 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:01:02 ( 0.39 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:01:01 ( 0.38 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:15 (78.82 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.7s Iteration: 1, Log-likelihood: -32.92059915744797 Iteration: 2, Log-likelihood: -32.92059915744797 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -31.292829181830403 Iteration: 1, Log-likelihood: -28.909003298495932 Iteration: 1, Log-likelihood: -24.547571364566036 Iteration: 1, Log-likelihood: -23.92352661462069 Iteration: 1, Log-likelihood: -23.683810434977772 Iteration: 1, Log-likelihood: -23.312831823114667 Iteration: 1, Log-likelihood: -22.697277335390496 Iteration: 1, Log-likelihood: -22.305978425165044 Iteration: 1, Log-likelihood: -21.657790778609872 Iteration: 1, Log-likelihood: -18.896531059234054 Iteration: 1, Log-likelihood: -1413.7661354111453 Iteration: 2, Log-likelihood: -1413.4488488932436 Iteration: 3, Log-likelihood: -1413.394210955853 Iteration: 4, Log-likelihood: -1413.3830790050758 Iteration: 5, Log-likelihood: -1413.3796630708903 Iteration: 6, Log-likelihood: -1413.3776599210516 Iteration: 7, Log-likelihood: -1413.3759201714818 Iteration: 8, Log-likelihood: -1413.3742301764512 Iteration: 9, Log-likelihood: -1413.3725492403698 Iteration: 10, Log-likelihood: -1413.3708689610346 Iteration: 1, Log-likelihood: -1413.9239583563851 Iteration: 1, Log-likelihood: -1413.8800985583428 Iteration: 1, Log-likelihood: -1413.8668873736292 Iteration: 1, Log-likelihood: -1413.8624024498026 Iteration: 1, Log-likelihood: -1413.8604748621722 Iteration: 1, Log-likelihood: -1413.8593290065528 Iteration: 1, Log-likelihood: -1413.8584451020877 Iteration: 1, Log-likelihood: -1413.8576681107334 Iteration: 1, Log-likelihood: -1413.8569501464779 Iteration: 1, Log-likelihood: -1413.8562751385468 Iteration: 1, Log-likelihood: -922.5305745141218 Iteration: 2, Log-likelihood: -921.3264007448099 Iteration: 3, Log-likelihood: -920.6794870893187 Iteration: 4, Log-likelihood: -920.2238456753103 Iteration: 5, Log-likelihood: -919.872436263857 Iteration: 6, Log-likelihood: -919.5871870798502 Iteration: 7, Log-likelihood: -919.3495193307775 Iteration: 8, Log-likelihood: -919.1488972863447 Iteration: 9, Log-likelihood: -918.9780193802804 Iteration: 10, Log-likelihood: -918.8310860238207 Iteration: 1, Log-likelihood: -920.3717407497556 Iteration: 1, Log-likelihood: -919.6371190482597 Iteration: 1, Log-likelihood: -919.3101807914124 Iteration: 1, Log-likelihood: -919.0856375489614 Iteration: 1, Log-likelihood: -918.9069836217528 Iteration: 1, Log-likelihood: -918.756208425706 Iteration: 1, Log-likelihood: -918.6255009438296 Iteration: 1, Log-likelihood: -918.5102849815225 Iteration: 1, Log-likelihood: -918.4072770158909 Iteration: 1, Log-likelihood: -918.3139115978613 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 9.3s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.6s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.9s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-0.010740965907453437 4.347262178917708 2.032894954848635 -4.1274968827928165 0.21860592530193523 1.12439760741813 -0.3779989422479171 -0.8206364088525213 -1.5345033365227554 -4.580735722664049 -0.02970556540896563 -5.37368700733006 1.5088531629243254 5.592461310156345 -0.04878194441221906 0.3705445741011977 0.5979871447818235 0.11835893893125238 -1.1480286041090002 2.144321336752381 -1.1281753273869313 -1.0012568456018356 -0.25900219008385983 1.8985581501213302 0.8728722902116854 -0.3765286124899171 -1.632396825184776 1.9790543385488337 -1.854769529941826 0.9810876598290732 -0.2582418521837303 0.9922203164494657 -1.4664622268529872 4.455776657518187 -0.10370910031814806 -2.1846228067461606 -0.16591828399207487 2.4474377900743955 -0.9492790018749476 -3.6877570940327007 5.919759099927372 -3.0026000453816524 2.444338927094199 -3.238602956677517 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-0.58502445648299 -2.6207924385616543 -2.4990199871333365 0.6097902127546868 -1.2813410484765795 0.4095277847516746 1.09585774552627 2.327569905448684 -0.776819791644362 0.018409707961015875 0.05253739364180615 2.3030421486065107 -3.671175160855216 -2.265971409831087 -2.619862565384329 1.9734522709378486 -5.136574025406983 1.3962953330811823 -1.2133241571542104 -0.5809859818052643 0.5315945049883025 -2.6730490332879606 0.1580340701962724 2.0691710672161805 -0.47690391226263795 4.29635622378205 0.5652484728475915 -0.39820792997332044 1.4464317624379586 -0.8082044000819155 2.308630387266373 -1.31969626554787 -0.8692320886387257 4.14935070090254 2.0398441759164294 0.3721005198966202 4.544387932451402 2.545033573297919 -0.6960746392749767 -0.10713144579820155 0.27964828025523847 -2.2351411549263185 1.6402826115921503 -1.0421960736568257 1.4407106773815541 0.7192311523660528 -1.3699831299618568 2.0480178453239177 0.800412693035019 -1.045718138938243 -1.6874787037375822 2.459045620017235 0.3940752489288032 1.7704975386668445 -0.7362428568025304 5.045339142349663 -2.732127328197905 1.0263179916929874 3.7599530134626296 -0.289846296921323 -1.5492802665828775 0.3520489085463592 -0.13259993030746453 2.0794828841222843 5.096312116982507 -0.9186254454151092 -3.7251421475562427 1.2068624272826156 -1.1268864955516131 1.2655130569971105 -0.10114514310848921 3.3915247450372745 0.8613001580608859 -0.7795185430375207 1.4192477229038183 1.4086704757090396 2.6750932689686726 -1.0192162798759463 -3.4358087845914373 0.24801233021594238]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.5s 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 11.0s Running EM algorithm... 2%|█ | ETA: 0:01:12 ( 0.74 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:04 ( 0.66 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:59 ( 0.61 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:56 ( 0.59 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:54 ( 0.57 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:52 ( 0.56 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:52 ( 0.56 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:51 ( 0.56 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:50 ( 0.56 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:49 ( 0.55 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:48 ( 0.54 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:47 ( 0.54 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:47 ( 0.54 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:46 ( 0.54 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:51 ( 0.60 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (96.46 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:33 ( 0.34 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:19 ( 0.20 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:17 ( 0.18 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:09 ( 0.11 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (15.78 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 21.1s Testing StateSpaceDynamics tests passed Testing completed after 834.52s PkgEval succeeded after 937.67s