Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.464 (abc56fde89*) started at 2025-05-01T21:22:58.401 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... ┌ Warning: could not download https://pkg.julialang.org/registries │ exception = RequestError: HTTP/2 301 (Connection timed out after 30006 milliseconds) while requesting https://pkg.julialang.org/registries └ @ Pkg.Registry /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Registry/Registry.jl:77 Set-up completed after 8.35s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... ┌ Warning: could not download https://pkg.julialang.org/registries │ exception = RequestError: HTTP/2 301 (Connection timed out after 30031 milliseconds) while requesting https://pkg.julialang.org/registries └ @ Pkg.Registry /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Registry/Registry.jl:77 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 v7.18.0 [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 v0.6.52 [31c24e10] + Distributions v0.25.119 [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 v0.11.34 [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 v0.34.4 [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 7.5s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 34.77s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_nvUSzQ/Project.toml` [4c88cf16] Aqua v0.8.11 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.119 ⌅ [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_nvUSzQ/Manifest.toml` [47edcb42] ADTypes v1.14.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.11 [4fba245c] ArrayInterface v7.18.0 [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 v0.6.52 [31c24e10] Distributions v0.25.119 [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 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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 v1.12.0 [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 v2024.12.31 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.0.16+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... 2936.2 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 3 seconds. 49 already precompiled. Precompiling packages... 7448.9 ms ✓ MAT 1 dependency successfully precompiled in 8 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 50.0s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m21.5s Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (35.96 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 ( 9.90 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.58 ms/it) Fitting LDS via EM... 4%|██ | ETA: 0:00:03 (29.60 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (26.48 ms/it) Fitting LDS via EM... 13%|██████▌ | ETA: 0:00:02 (26.19 ms/it) Fitting LDS via EM... 18%|█████████ | ETA: 0:00:02 (25.43 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (24.45 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (24.66 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (24.47 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:02 (24.51 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (24.50 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (24.30 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (24.38 ms/it) Fitting LDS via EM... 57%|████████████████████████████▌ | ETA: 0:00:01 (24.25 ms/it) Fitting LDS via EM... 62%|███████████████████████████████ | ETA: 0:00:01 (24.14 ms/it) Fitting LDS via EM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (23.96 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:01 (23.98 ms/it) Fitting LDS via EM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (23.97 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (23.76 ms/it) Fitting LDS via EM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 (23.76 ms/it) Fitting LDS via EM... 92%|██████████████████████████████████████████████ | ETA: 0:00:00 (23.67 ms/it) Fitting LDS via EM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (23.63 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (23.46 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m50.9s 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: 0:00:19 ( 0.19 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 (95.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:09 (99.00 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:08 (87.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:11 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:10 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:08 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:08 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:07 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:07 (98.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:06 (93.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:06 (89.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:05 (87.49 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:05 (86.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:05 (85.41 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:05 (83.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:04 (82.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:04 (82.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:04 (80.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:04 (79.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (77.76 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:03 (76.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:03 (76.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:03 (75.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:03 (74.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (73.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:02 (73.76 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:02 (73.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:02 (72.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:02 (72.45 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LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.15 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 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:17 ( 0.17 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m13.1s Running EM algorithm... 2%|█ | ETA: 0:01:46 ( 1.08 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:15 ( 0.78 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (23.30 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 27.6s Running EM algorithm... 1%|▌ | ETA: 0:00:29 ( 0.15 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:29 ( 0.15 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:27 ( 0.14 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:28 ( 0.14 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:27 ( 0.14 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:27 ( 0.14 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:27 ( 0.14 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:26 ( 0.14 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 6.18 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 12.6s 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: 0:03:00 ( 0.91 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:35 ( 0.79 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:14 ( 0.69 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:58 ( 0.60 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:45 ( 0.54 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:35 ( 0.49 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:22 ( 0.43 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:17 ( 0.40 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:13 ( 0.39 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:10 ( 0.37 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:05 ( 0.35 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:03 ( 0.34 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:01 ( 0.33 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:00:59 ( 0.32 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:57 ( 0.31 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:00:56 ( 0.31 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:54 ( 0.30 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:00:53 ( 0.30 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:52 ( 0.29 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:06 (31.95 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 20.4s Running EM algorithm... 1%|▌ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:55 ( 0.28 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:57 ( 0.29 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:57 ( 0.30 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:56 ( 0.29 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:55 ( 0.29 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.27 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:47 ( 0.27 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:00:46 ( 0.27 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:46 ( 0.27 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:00:45 ( 0.27 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:44 ( 0.26 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:00:44 ( 0.26 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:43 ( 0.26 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:00:43 ( 0.26 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:42 ( 0.26 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:42 ( 0.26 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:41 ( 0.25 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:41 ( 0.25 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:40 ( 0.25 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:40 ( 0.25 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 (51.01 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 19.4s Iteration: 1, Log-likelihood: -26.977763721707245 Iteration: 2, Log-likelihood: -26.977763721707245 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -25.323302332486886 Iteration: 1, Log-likelihood: -23.891113745436357 Iteration: 1, Log-likelihood: -20.53296289591035 Iteration: 1, Log-likelihood: -18.13630065637183 Iteration: 1, Log-likelihood: -17.30437103012985 Iteration: 1, Log-likelihood: -16.099094165977153 Iteration: 1, Log-likelihood: -13.257445695392875 Iteration: 1, Log-likelihood: -6.713434161857952 Iteration: 1, Log-likelihood: -6.381735029993713 Iteration: 1, Log-likelihood: -6.2402937721313325 Iteration: 1, Log-likelihood: -1420.9358010075207 Iteration: 2, Log-likelihood: -1420.65946071766 Iteration: 3, Log-likelihood: -1420.5528267289676 Iteration: 4, Log-likelihood: -1420.4890815566885 Iteration: 5, Log-likelihood: -1420.4365377344225 Iteration: 6, Log-likelihood: -1420.38722786168 Iteration: 7, Log-likelihood: -1420.3392599967988 Iteration: 8, Log-likelihood: -1420.2923025055377 Iteration: 9, Log-likelihood: -1420.2464173396531 Iteration: 10, Log-likelihood: -1420.2017589277161 Iteration: 1, Log-likelihood: -1426.756920537505 Iteration: 1, Log-likelihood: -1423.6260207210642 Iteration: 1, Log-likelihood: -1422.1514764854842 Iteration: 1, Log-likelihood: -1421.335365383726 Iteration: 1, Log-likelihood: -1420.8424324079542 Iteration: 1, Log-likelihood: -1420.5260528124777 Iteration: 1, Log-likelihood: -1420.3136152324983 Iteration: 1, Log-likelihood: -1420.1658994536683 Iteration: 1, Log-likelihood: -1420.0602804807825 Iteration: 1, Log-likelihood: -1419.9830131084475 Iteration: 1, Log-likelihood: -898.9843019498833 Iteration: 2, Log-likelihood: -898.3401819662173 Iteration: 3, Log-likelihood: -898.1457550338365 Iteration: 4, Log-likelihood: -898.0595905807073 Iteration: 5, Log-likelihood: -898.0056859272946 Iteration: 6, Log-likelihood: -897.9641574796289 Iteration: 7, Log-likelihood: -897.9291707193327 Iteration: 8, Log-likelihood: -897.8986799823722 Iteration: 9, Log-likelihood: -897.8717487273716 Iteration: 10, Log-likelihood: -897.84780958585 Iteration: 1, Log-likelihood: -899.6564942031648 Iteration: 1, Log-likelihood: -898.6152698768803 Iteration: 1, Log-likelihood: -898.2412001351865 Iteration: 1, Log-likelihood: -898.0455686901415 Iteration: 1, Log-likelihood: -897.9383844499831 Iteration: 1, Log-likelihood: -897.8776505412682 Iteration: 1, Log-likelihood: -897.841884505414 Iteration: 1, Log-likelihood: -897.819758184203 Iteration: 1, Log-likelihood: -897.8051885135967 Iteration: 1, Log-likelihood: -897.7948752188394 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 10.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 7.7s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.0s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 9.2s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.1s [-2.4859263203604964 1.5454741058748196 2.0236038697946634 0.9931000744549112 -2.009059800748583 0.9951360072404407 2.2075505187495166 -1.3144223961201758 -1.1033415931624335 -4.039038688365551 2.342440897748925 1.7677283808606885 -5.933689941401814 -0.9252770213648327 2.21744359677139 0.48486102014201815 -1.425957200590553 -2.5902444066046937 -1.5042702667447883 5.7523737933328 -3.3243761821874855 -0.31282207765118186 2.6065494409562406 -0.4396636932363606 1.5683753958727595 0.6383148608814623 3.67839944678761 1.6476797616708643 -2.511140181784859 5.592282286667352 5.4657110817495695 1.124844726227996 -0.2629350529517875 -2.1991859841726438 -4.24285915367212 0.18437466697550908 -5.969601448792179 2.4925258685977174 3.068463723742666 -1.829847001067685 0.43139790807618106 3.005930409168088 -0.36950677943715793 -0.5747201491930847 -1.7801826133294898 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2.5365964657283544 0.812996141973009 3.6736253398282273 -0.9612514551731676 0.1342543743116644 -3.297450679358328 -2.456916318280834 -3.357744189250719 4.492190780732429 -1.0041173889393973 1.7171331139672983 -2.559249952983475 2.8929133650256476 -2.216149658401738 0.47728060171593617 1.3603780572383823 0.45003172162263305 5.672062417298427 2.922176740018027 2.2547902508181856 -0.33709176310936306 4.1020298465183735 1.941023660535373 4.78055361811464]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 5.3s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 5.2s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:18 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 7.3s Running EM algorithm... 2%|█ | ETA: 0:00:43 ( 0.44 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:38 ( 0.39 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:36 ( 0.37 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:34 ( 0.36 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:33 ( 0.35 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:32 ( 0.34 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:31 ( 0.34 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:30 ( 0.33 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:30 ( 0.33 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:29 ( 0.33 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:29 ( 0.33 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:28 ( 0.32 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:28 ( 0.32 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:27 ( 0.32 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:27 ( 0.32 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:05 (51.16 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:20 ( 0.20 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:12 ( 0.13 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:07 (76.81 ms/it) Running EM algorithm... 12%|██████ | ETA: 0:00:06 (63.49 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.57 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 12.1s Testing StateSpaceDynamics tests passed Testing completed after 554.54s PkgEval succeeded after 862.77s