Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.790 (77b90b9e62*) started at 2025-07-01T08:20:01.613 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.34s ################################################################################ # 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 v1.15.0 [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 v5.13.1+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 8.98s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 79.48s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_96aSLB/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_96aSLB/Manifest.toml` [47edcb42] ADTypes v1.15.0 [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 v1.10.17 [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 v1.9.1+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 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+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... 31338.8 ms ✓ PrettyTables 84683.2 ms ✓ DataFrames 2 dependencies successfully precompiled in 117 seconds. 33 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m31.8s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m52.4s Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (14.44 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:02 (19.54 ms/it) Fitting LDS via EM... 35%|█████████████████▌ | ETA: 0:00:01 (13.67 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (11.60 ms/it) Fitting LDS via EM... 66%|█████████████████████████████████ | ETA: 0:00:00 (10.33 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (10.08 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 9.46 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.39 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (18.10 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (21.54 ms/it) Fitting LDS via EM... 16%|████████ | ETA: 0:00:02 (20.62 ms/it) Fitting LDS via EM... 22%|███████████ | ETA: 0:00:02 (20.37 ms/it) Fitting LDS via EM... 26%|█████████████ | ETA: 0:00:02 (21.32 ms/it) Fitting LDS via EM... 32%|████████████████ | ETA: 0:00:01 (20.70 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (20.80 ms/it) Fitting LDS via EM... 44%|██████████████████████ | ETA: 0:00:01 (20.40 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (20.51 ms/it) Fitting LDS via EM... 56%|████████████████████████████ | ETA: 0:00:01 (20.25 ms/it) Fitting LDS via EM... 62%|███████████████████████████████ | ETA: 0:00:01 (20.02 ms/it) Fitting LDS via EM... 68%|██████████████████████████████████ | ETA: 0:00:01 (20.11 ms/it) Fitting LDS via EM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (19.94 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (20.08 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 (19.92 ms/it) Fitting LDS via EM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (20.01 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (19.88 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (19.84 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m00.5s 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: 0:00:15 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:08 (90.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:06 (64.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:07 (85.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:05 (71.61 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:04 (63.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:04 (58.65 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (53.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (49.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 49%|████████████████████████▌ | ETA: 0:00:02 (47.31 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:02 (45.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:02 (44.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:02 (42.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:01 (41.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (39.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 78%|███████████████████████████████████████ | ETA: 0:00:01 (39.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (38.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (37.55 ms/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (36.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (36.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:08 (85.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:09 (93.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:09 (98.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 (98.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:09 (97.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:08 (95.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:08 (93.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:08 (92.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 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100%|██████████████████████████████████████████████████| Time: 0:00:12 ( 0.12 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m23.6s Running EM algorithm... 2%|█ | ETA: 0:02:38 ( 1.62 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:53 ( 1.16 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.92 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 39.4s Running EM algorithm... 1%|▌ | ETA: 0:00:51 ( 0.26 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:47 ( 0.24 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:44 ( 0.23 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: 0:00:41 ( 0.21 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.32 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.0s 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. 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Running EM algorithm... 10%|████▊ | ETA: 0:01:07 ( 0.37 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:05 ( 0.36 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:04 ( 0.36 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:03 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (39.23 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 28.7s Running EM algorithm... 1%|▌ | ETA: 0:01:18 ( 0.39 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:38 ( 0.80 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:24 ( 0.74 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:15 ( 0.69 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:06 ( 0.65 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:59 ( 0.61 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: 0:01:43 ( 0.54 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:14 (72.81 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 29.0s Iteration: 1, Log-likelihood: -27.12641631492857 Iteration: 2, Log-likelihood: -27.12641631492857 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.985925714061946 Iteration: 1, Log-likelihood: -23.237472231705418 Iteration: 1, Log-likelihood: -23.02507575816808 Iteration: 1, Log-likelihood: -22.91794714734121 Iteration: 1, Log-likelihood: -22.843491739841745 Iteration: 1, Log-likelihood: -22.776512921149962 Iteration: 1, Log-likelihood: -22.710645219843173 Iteration: 1, Log-likelihood: -22.635789089208362 Iteration: 1, Log-likelihood: -22.51629809918179 Iteration: 1, Log-likelihood: -22.206666834908283 Iteration: 1, Log-likelihood: -1430.5060331337766 Iteration: 2, Log-likelihood: -1430.476914262113 Iteration: 3, Log-likelihood: -1430.4559029161626 Iteration: 4, Log-likelihood: -1430.4382015735835 Iteration: 5, Log-likelihood: -1430.421649898317 Iteration: 6, Log-likelihood: -1430.405265660537 Iteration: 7, Log-likelihood: -1430.3885964160786 Iteration: 8, Log-likelihood: -1430.371428465844 Iteration: 9, Log-likelihood: -1430.3536557039308 Iteration: 10, Log-likelihood: -1430.335220595309 Iteration: 1, Log-likelihood: -1430.637915843277 Iteration: 1, Log-likelihood: -1430.6313026680625 Iteration: 1, Log-likelihood: -1430.6244711101867 Iteration: 1, Log-likelihood: -1430.6173931550013 Iteration: 1, Log-likelihood: -1430.6100485374845 Iteration: 1, Log-likelihood: -1430.6024206414047 Iteration: 1, Log-likelihood: -1430.594494402207 Iteration: 1, Log-likelihood: -1430.586255235635 Iteration: 1, Log-likelihood: -1430.5776884895363 Iteration: 1, Log-likelihood: -1430.568779161773 Iteration: 1, Log-likelihood: -909.8507326363025 Iteration: 2, Log-likelihood: -908.9237878603723 Iteration: 3, Log-likelihood: -908.3942456601548 Iteration: 4, Log-likelihood: -907.9871090538741 Iteration: 5, Log-likelihood: -907.6539403394919 Iteration: 6, Log-likelihood: -907.3749224017118 Iteration: 7, Log-likelihood: -907.139454508997 Iteration: 8, Log-likelihood: -906.9402990089895 Iteration: 9, Log-likelihood: -906.7716189485009 Iteration: 10, Log-likelihood: -906.6283920205017 Iteration: 1, Log-likelihood: -912.8207719266675 Iteration: 1, Log-likelihood: -911.7343715701028 Iteration: 1, Log-likelihood: -911.3339497470005 Iteration: 1, Log-likelihood: -911.0247674436082 Iteration: 1, Log-likelihood: -910.7708780734863 Iteration: 1, Log-likelihood: -910.5570440188133 Iteration: 1, Log-likelihood: -910.3729646446668 Iteration: 1, Log-likelihood: -910.2111208341173 Iteration: 1, Log-likelihood: -910.065906828726 Iteration: 1, Log-likelihood: -909.9330981916544 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 10.2s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.1s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.8s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.8s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [2.4896768644865244 0.046656939953999 -4.001886382085802 -4.574122704806963 0.6691989164448169 -1.475245658403938 0.361384652077851 2.336625469544527 0.47753594130212507 -2.3898013843620074 -0.7599476805129834 -0.37679223271854634 -4.929318820266942 -0.08352799595646093 -1.4641862028190697 -0.7129877221042225 -1.1684342921620212 0.041680853784280214 -2.9756952025838306 -2.3880574980182727 1.5748612871794414 1.3313457357456642 -6.259968207664489 -2.1701320575312297 0.9436670458407497 0.18323048916378032 2.6229918850581555 -1.902655251474859 0.8294568559661224 4.945611320192094 1.9704197736028053 -2.7357786988133186 1.1696220242450543 0.6370732736140693 -3.3295251807624444 -3.2589832921171373 -0.7959784396866536 3.1500100602670846 0.5624136213191115 3.5802200612419233 -1.7553590315880552 0.981159065667073 -2.77156799855822 -3.347816460082736 -1.2874938617901606 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0.6735008544100892 -1.4819938370757992 1.377369514801742 -1.6546479230229965 2.675146745491865 -0.13073565588477043 -0.5461564575559458 2.8829688869757133 -2.2831315990340784 3.772367004906874 0.08923968716101083 -1.0185731286312252 5.558715563737567 -2.693590961258908 -2.188585321597616 5.280346820515605 -3.3535625852984845 -2.264205818005081 -0.8881931868218191 1.5108675095136856 0.3577518721692221 -3.0612564160869455 -3.4820510258381336 -6.319902074680598 -0.12002265470134776 1.1957840681938159 1.2122203125229314 0.09270826869229098 -2.0574491935324493 1.8679360694023672 -4.120726671406706 3.651220513938277 -4.147003477557298]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.8s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.3s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:27 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.7s Running EM algorithm... 2%|█ | ETA: 0:01:00 ( 0.61 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:55 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:48 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:47 ( 0.50 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:59 ( 0.63 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:57 ( 0.62 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:55 ( 0.60 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:53 ( 0.58 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:51 ( 0.57 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:50 ( 0.56 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:48 ( 0.55 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:47 ( 0.54 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:45 ( 0.53 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:44 ( 0.53 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (84.46 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:27 ( 0.28 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:08 (88.17 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:07 (80.85 ms/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:06 (73.80 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (12.55 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 18.8s Testing StateSpaceDynamics tests passed Testing completed after 821.18s PkgEval succeeded after 938.34s