Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.427 (855bef3b06*) started at 2025-04-23T22:59:23.161 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.49s ################################################################################ # 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 v7.18.0 [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 v1.4.0 [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 9.28s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 69.07s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_uWEnKj/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 v1.4.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_uWEnKj/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 v0.9.0 [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... 93003.8 ms ✓ DataFrames 1 dependency successfully precompiled in 93 seconds. 34 already precompiled. Precompiling packages... 9382.5 ms ✓ MAT 1 dependency successfully precompiled in 10 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m14.8s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m56.5s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (26.14 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:00 (10.65 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 (10.14 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (10.13 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (10.10 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (24.41 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (24.29 ms/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:02 (25.58 ms/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:00:02 (25.34 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (25.70 ms/it) Fitting LDS via EM... 29%|██████████████▌ | ETA: 0:00:02 (25.40 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (25.52 ms/it) Fitting LDS via EM... 37%|██████████████████▌ | ETA: 0:00:02 (25.51 ms/it) Fitting LDS via EM... 41%|████████████████████▌ | ETA: 0:00:02 (25.65 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:01 (25.54 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (25.73 ms/it) Fitting LDS via EM... 54%|███████████████████████████ | ETA: 0:00:01 (25.87 ms/it) Fitting LDS via EM... 59%|█████████████████████████████▌ | ETA: 0:00:01 (25.78 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:01 (25.72 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (25.65 ms/it) Fitting LDS via EM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (25.76 ms/it) Fitting LDS via EM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (25.85 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (25.79 ms/it) Fitting LDS via EM... 86%|███████████████████████████████████████████ | ETA: 0:00:00 (25.80 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (25.71 ms/it) Fitting LDS via EM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:00 (26.84 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (26.80 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (26.78 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m06.5s 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: 0:00:22 ( 0.22 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:11 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:08 (92.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:08 (94.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:08 (91.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:08 (89.56 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:07 (85.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:07 (82.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:06 (83.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:06 (81.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:06 (80.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:06 (79.05 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:05 (77.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:05 (75.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:05 (75.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:05 (74.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:05 (73.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (73.04 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:04 (72.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:04 (72.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:04 (71.57 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:04 (71.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:04 (70.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:03 (70.61 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:03 (69.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (69.60 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:03 (69.10 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:03 (68.90 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:03 (68.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (68.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:02 (68.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:02 (68.33 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0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:18 ( 0.19 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m43.8s Running EM algorithm... 2%|█ | ETA: 0:02:43 ( 1.66 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:57 ( 1.20 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.11 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 44.3s Running EM algorithm... 1%|▌ | ETA: 0:00:49 ( 0.25 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: 0:00:47 ( 0.24 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (10.56 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 20.6s 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: 0:04:47 ( 1.45 s/it) Running EM algorithm... 2%|▊ | ETA: 0:04:17 ( 1.30 s/it) Running EM algorithm... 2%|█ | ETA: 0:03:40 ( 1.12 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:03:16 ( 1.01 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:58 ( 0.92 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:41 ( 0.83 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:27 ( 0.77 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:18 ( 0.72 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:02:09 ( 0.68 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:02:02 ( 0.65 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:56 ( 0.62 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:51 ( 0.59 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:47 ( 0.57 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:43 ( 0.56 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:39 ( 0.54 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:36 ( 0.52 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:33 ( 0.51 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:31 ( 0.50 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:28 ( 0.49 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:26 ( 0.48 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 (52.15 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 32.2s Running EM algorithm... 1%|▌ | ETA: 0:01:20 ( 0.41 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:29 ( 0.45 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:32 ( 0.47 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:31 ( 0.47 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:29 ( 0.46 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:25 ( 0.45 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:25 ( 0.44 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:23 ( 0.44 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:23 ( 0.44 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:37 ( 0.52 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:35 ( 0.51 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:34 ( 0.51 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:33 ( 0.51 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:31 ( 0.50 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:30 ( 0.49 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:26 ( 0.48 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:23 ( 0.47 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:01:21 ( 0.46 s/it) Running EM algorithm... 12%|██████ | ETA: 0:01:20 ( 0.45 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:01:19 ( 0.45 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:17 ( 0.44 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:01:16 ( 0.44 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:15 ( 0.44 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:14 ( 0.43 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:13 ( 0.43 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:12 ( 0.43 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:11 ( 0.42 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:10 ( 0.42 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:09 ( 0.41 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:08 ( 0.41 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:07 ( 0.41 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:06 ( 0.41 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:01:05 ( 0.40 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:01:05 ( 0.40 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:01:04 ( 0.40 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:01:03 ( 0.40 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:16 (81.40 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 31.1s Iteration: 1, Log-likelihood: -20.835608585547895 Iteration: 2, Log-likelihood: -20.835608585547885 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -18.2015635018637 Iteration: 1, Log-likelihood: -16.896255909536624 Iteration: 1, Log-likelihood: -15.685996319004104 Iteration: 1, Log-likelihood: -14.419217789964613 Iteration: 1, Log-likelihood: -12.389206162011117 Iteration: 1, Log-likelihood: -4.379953177096502 Iteration: 1, Log-likelihood: -2.1083388215043426 Iteration: 1, Log-likelihood: -2.108294154317978 Iteration: 1, Log-likelihood: -2.1082939870043376 Iteration: 1, Log-likelihood: -2.1082939832768153 Iteration: 1, Log-likelihood: -1437.08386903841 Iteration: 2, Log-likelihood: -1437.0139114476062 Iteration: 3, Log-likelihood: -1436.9667817324043 Iteration: 4, Log-likelihood: -1436.9282865729588 Iteration: 5, Log-likelihood: -1436.8953980078052 Iteration: 6, Log-likelihood: -1436.8669138009436 Iteration: 7, Log-likelihood: -1436.842063012256 Iteration: 8, Log-likelihood: -1436.8202581103617 Iteration: 9, Log-likelihood: -1436.8010293742498 Iteration: 10, Log-likelihood: -1436.7839947850146 Iteration: 1, Log-likelihood: -1439.2306168784828 Iteration: 1, Log-likelihood: -1438.2979380678269 Iteration: 1, Log-likelihood: -1437.871240150661 Iteration: 1, Log-likelihood: -1437.5887215054765 Iteration: 1, Log-likelihood: -1437.3858905318966 Iteration: 1, Log-likelihood: -1437.2348876583164 Iteration: 1, Log-likelihood: -1437.1195549717515 Iteration: 1, Log-likelihood: -1437.029631053608 Iteration: 1, Log-likelihood: -1436.9582958705212 Iteration: 1, Log-likelihood: -1436.9008658703945 Iteration: 1, Log-likelihood: -893.840350487519 Iteration: 2, Log-likelihood: -893.2652124983817 Iteration: 3, Log-likelihood: -893.0943481437353 Iteration: 4, Log-likelihood: -892.9875224024943 Iteration: 5, Log-likelihood: -892.9038176478138 Iteration: 6, Log-likelihood: -892.8326313154334 Iteration: 7, Log-likelihood: -892.7702644721572 Iteration: 8, Log-likelihood: -892.7149567088301 Iteration: 9, Log-likelihood: -892.665592861894 Iteration: 10, Log-likelihood: -892.6213371417377 Iteration: 1, Log-likelihood: -893.0012896741059 Iteration: 1, Log-likelihood: -892.5940285140429 Iteration: 1, Log-likelihood: -892.4941198654041 Iteration: 1, Log-likelihood: -892.4427114503685 Iteration: 1, Log-likelihood: -892.409619890035 Iteration: 1, Log-likelihood: -892.3848726037414 Iteration: 1, Log-likelihood: -892.3646513696676 Iteration: 1, Log-likelihood: -892.3473765133044 Iteration: 1, Log-likelihood: -892.3323054560094 Iteration: 1, Log-likelihood: -892.3190235277941 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.2s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.1s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.4s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [1.441973998564032 3.1790442254671474 0.2491824314737402 1.5050714166769175 -2.9659463252674865 2.646291210386895 1.9369424905537223 4.234082614022363 -0.3226805195723699 -2.31214003537959 -2.9055350450185786 0.6995299662396561 1.5198955795238758 1.9403356290799334 -0.1026186517661336 5.701247708068976 0.3501398382536012 -4.731102876459457 0.9021583223097517 2.152173316608879 -2.1986455019468405 -1.2068516629770243 -3.552145477413695 0.683776723378052 3.9893064899153017 4.932350239272579 0.09192391096164199 -0.2442866730930383 0.77134988863034 -1.5465236795223758 -0.7095152364057877 -2.399634527220564 -1.772617084900408 0.570498421038947 0.9383150817940263 -1.9036387382239706 1.512382288131464 -5.469121114538364 -3.5770363509061434 -2.37010605854913 -0.32467645396762035 2.1628696143706714 0.6246500083637613 -0.3862191218848785 -0.13521861252294554 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0.7956185212824007 3.9409955255174514 -3.5551766496799493 6.067191957794958 3.8958294862698635 -0.0053371037139531285 -1.1066796948948292 1.4843448101272452 2.3053654755978084 -1.5625405104843857 -4.857678402575733 1.8709037285415584 0.31567302674738207 0.6933512496426228 -1.7195314213352848 0.026294122843618872 -2.5088584062048263 2.0315867968329027 -1.2755612945768948 -0.44484615442071784 0.6435205779603757 3.120891024047461 1.4425642476781873 5.706302972123504 3.1448717581132657 2.709314931460195 -0.8140768142447665 4.408283300133079 1.6883082185135219 -2.401884150861421 -1.5217522082540778]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.9s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.6s 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 12.9s Running EM algorithm... 2%|█ | ETA: 0:01:09 ( 0.71 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:02 ( 0.64 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:58 ( 0.61 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:55 ( 0.58 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:53 ( 0.56 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:51 ( 0.55 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:50 ( 0.55 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:49 ( 0.54 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:49 ( 0.54 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:48 ( 0.54 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:47 ( 0.53 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: 0:00:45 ( 0.53 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:51 ( 0.60 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (96.56 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:31 ( 0.32 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:22 ( 0.23 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:09 ( 0.11 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (15.21 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 21.0s Testing StateSpaceDynamics tests passed Testing completed after 845.29s PkgEval succeeded after 948.36s