Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.748 (36a4616fc2*) started at 2025-06-17T20:05:55.075 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.68s ################################################################################ # 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 v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.1 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [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 v7.4.0 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.13.2 [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 v1.7.1 [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 9.56s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 90.49s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_oWC71S/Project.toml` [4c88cf16] Aqua v0.8.13 [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 v1.13.2 [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_oWC71S/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.13 [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 v1.6.0 [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 v0.7.1 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [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 v1.4.4 [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 v7.4.0 [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 v7.10.0 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.13.2 [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 v8.14.1+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... 11560.7 ms ✓ MAT 1 dependency successfully precompiled in 12 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m32.5s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 2m03.1s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.96 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.05 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (19.64 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (19.78 ms/it) Fitting LDS via EM... 17%|████████▌ | ETA: 0:00:02 (22.09 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (21.54 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (21.31 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:01 (21.17 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (22.00 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (21.81 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (21.66 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (21.90 ms/it) Fitting LDS via EM... 59%|█████████████████████████████▌ | ETA: 0:00:01 (21.67 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (21.47 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (21.70 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (21.55 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (21.48 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (21.62 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (21.48 ms/it) Fitting LDS via EM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (21.35 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (21.51 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m01.0s 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: 0:00:18 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:09 (96.83 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (80.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:06 (68.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:05 (62.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:05 (60.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:05 (57.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:04 (55.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:04 (53.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:04 (51.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:03 (51.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:03 (49.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:03 (48.97 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:03 (48.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:03 (47.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:03 (47.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:02 (47.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:02 (46.55 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (46.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:02 (45.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:02 (45.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:02 (45.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:01 (45.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (45.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (44.93 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (44.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (44.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (44.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:01 (44.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (43.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (43.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 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85%|██████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 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 ( 0.15 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 ( 0.15 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 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:15 ( 0.15 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m24.9s Running EM algorithm... 2%|█ | ETA: 0:02:50 ( 1.73 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:02 ( 1.25 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (37.59 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 44.8s Running EM algorithm... 1%|▌ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:04 ( 0.63 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:43 ( 0.53 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:33 ( 0.48 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:24 ( 0.43 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:18 ( 0.40 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:13 ( 0.38 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (16.13 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 21.9s 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: 0:02:40 ( 0.81 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:40 ( 0.81 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:31 ( 0.77 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:19 ( 0.71 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:09 ( 0.67 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:01 ( 0.63 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:53 ( 0.59 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:48 ( 0.57 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:43 ( 0.54 s/it) Running EM algorithm... 6%|██▊ | 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: 0:01:33 ( 0.50 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:31 ( 0.49 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:24 ( 0.46 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:23 ( 0.45 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:21 ( 0.45 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: 0:01:17 ( 0.43 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (47.53 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.8s Running EM algorithm... 1%|▌ | ETA: 0:01:19 ( 0.40 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:28 ( 0.45 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:32 ( 0.47 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:32 ( 0.47 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:30 ( 0.47 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:29 ( 0.46 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:27 ( 0.46 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.39 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:06 ( 0.38 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:05 ( 0.38 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:04 ( 0.38 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:04 ( 0.38 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:03 ( 0.38 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:00 ( 0.37 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:01:04 ( 0.40 s/it) Running EM algorithm... 20%|█████████▊ | 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... 100%|██████████████████████████████████████████████████| Time: 0:00:15 (79.94 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 33.2s Iteration: 1, Log-likelihood: -29.520227046899095 Iteration: 2, Log-likelihood: -29.520227046899095 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -27.71945245903739 Iteration: 1, Log-likelihood: -26.560260587770742 Iteration: 1, Log-likelihood: -25.549560788516253 Iteration: 1, Log-likelihood: -24.302938802642316 Iteration: 1, Log-likelihood: -18.032042860439088 Iteration: 1, Log-likelihood: -15.0850538359798 Iteration: 1, Log-likelihood: -14.972310074904392 Iteration: 1, Log-likelihood: -13.815930939693843 Iteration: 1, Log-likelihood: -10.58431627166097 Iteration: 1, Log-likelihood: -10.584310816933208 Iteration: 1, Log-likelihood: -1363.6793192395226 Iteration: 2, Log-likelihood: -1363.5415953461688 Iteration: 3, Log-likelihood: -1363.515725233028 Iteration: 4, Log-likelihood: -1363.5068928770336 Iteration: 5, Log-likelihood: -1363.5011673833797 Iteration: 6, Log-likelihood: -1363.4964085537065 Iteration: 7, Log-likelihood: -1363.4922307247057 Iteration: 8, Log-likelihood: -1363.4885207432505 Iteration: 9, Log-likelihood: -1363.4852146125852 Iteration: 10, Log-likelihood: -1363.482262376019 Iteration: 1, Log-likelihood: -1364.4220545632722 Iteration: 1, Log-likelihood: -1364.04195275292 Iteration: 1, Log-likelihood: -1363.8798639324705 Iteration: 1, Log-likelihood: -1363.808546946299 Iteration: 1, Log-likelihood: -1363.7745745830466 Iteration: 1, Log-likelihood: -1363.7558567350623 Iteration: 1, Log-likelihood: -1363.7433574288611 Iteration: 1, Log-likelihood: -1363.7334146597257 Iteration: 1, Log-likelihood: -1363.7245578328734 Iteration: 1, Log-likelihood: -1363.7162021443783 Iteration: 1, Log-likelihood: -908.2367070851991 Iteration: 2, Log-likelihood: -907.1695727157421 Iteration: 3, Log-likelihood: -906.5607842798253 Iteration: 4, Log-likelihood: -906.0851756596243 Iteration: 5, Log-likelihood: -905.7068176024491 Iteration: 6, Log-likelihood: -905.4059513406083 Iteration: 7, Log-likelihood: -905.167403732289 Iteration: 8, Log-likelihood: -904.9788158058576 Iteration: 9, Log-likelihood: -904.8300465492118 Iteration: 10, Log-likelihood: -904.7128254290011 Iteration: 1, Log-likelihood: -911.7748001039474 Iteration: 1, Log-likelihood: -906.2984044976753 Iteration: 1, Log-likelihood: -905.1981072631778 Iteration: 1, Log-likelihood: -904.7948725204385 Iteration: 1, Log-likelihood: -904.6266594001131 Iteration: 1, Log-likelihood: -904.5460665805332 Iteration: 1, Log-likelihood: -904.4998606527236 Iteration: 1, Log-likelihood: -904.4685682734611 Iteration: 1, Log-likelihood: -904.444823194143 Iteration: 1, Log-likelihood: -904.4256338323167 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.0s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.8s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.7s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.7s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-0.6907885381247951 -0.3165657219632958 -3.336613860501349 1.9077385070920654 -2.487756331925934 0.8019197283919093 -1.6517738179477996 1.2070001937194248 4.386533810056663 6.8576682944497165 0.8618573861340749 -1.9772397452950985 -2.030060607943048 -3.1557472079378632 0.47068671541317886 -0.8893339235968614 -2.2222815124782636 -1.402863903360411 2.633362630769641 0.8980998416014453 1.5493030507693621 -0.526944503784497 3.0303477092476863 -0.05577327164444501 2.8853020119260506 3.7624409897164677 -2.5660483685132487 3.1774586104244813 3.4678280195985636 0.6633173467471356 -4.767386505095435 3.874857694882222 -3.49344400051193 -2.450299999996135 -1.2510013559177167 -0.4939926947044243 2.169579792397915 -1.7598177149870042 1.2118659230980624 -4.730297112119166 3.569397512195458 1.1136516027033354 3.6404493622696408 0.7996725477923186 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-4.98448550333236 -0.3006133716306426 3.555694631535524 -1.4180722332494704 3.2927173135105874 -2.192679692760178 0.0010732845360846843 -1.2795712520106164 -0.14108554281542296 2.445383682989017 1.02803985692932 3.5600484753336414 1.8014753113134236 -1.2351981722050902 -2.7159623203521406 2.002551472251276 -4.180681888386323 3.9562786901032356 2.276772117651874 2.2781610490879087 3.9547300590475962 -0.3763422115907917 0.879029994495375 1.7049031214634613 -0.11052579070856094 -4.683054104035614 3.5709603811962127 -0.5692303272635617 2.502991126333774 1.9036617203200015]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.9s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 8.0s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:28 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 11.1s Running EM algorithm... 2%|█ | ETA: 0:01:10 ( 0.72 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:04 ( 0.66 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:59 ( 0.62 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:56 ( 0.59 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:55 ( 0.58 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:53 ( 0.57 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 ( 0.55 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: 0:00:46 ( 0.54 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:46 ( 0.54 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:45 ( 0.53 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (85.35 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:29 ( 0.30 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 (96.73 ms/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:07 (86.91 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.04 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 20.0s Testing StateSpaceDynamics tests passed Testing completed after 755.81s PkgEval succeeded after 880.05s