Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.417 (813bcf3aa6*) started at 2025-04-22T03:56:13.303 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.38s ################################################################################ # 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 9.39s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 36.82s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_2QLazW/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 v2.1.1 [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_2QLazW/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 v1.7.0 [682c06a0] JSON v0.21.4 [98e50ef6] JuliaFormatter v2.1.1 ⌅ [70703baa] JuliaSyntax v0.4.10 [b964fa9f] LaTeXStrings v1.4.0 [d3d80556] LineSearches v7.3.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [23992714] MAT v0.10.7 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [d41bc354] NLSolversBase v7.9.1 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.4.3 [429524aa] Optim v1.12.0 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.34 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.2 [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 v1.12.0 [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... 5071.7 ms ✓ Distributions → DistributionsTestExt 1 dependency successfully precompiled in 6 seconds. 49 already precompiled. Precompiling packages... 14375.0 ms ✓ MAT 1 dependency successfully precompiled in 15 seconds. 47 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m19.5s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 2m02.2s Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (20.49 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.93 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (24.23 ms/it) Fitting LDS via EM... 9%|████▌ | ETA: 0:00:02 (26.86 ms/it) Fitting LDS via EM... 14%|███████ | ETA: 0:00:02 (26.55 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:02 (25.03 ms/it) Fitting LDS via EM... 24%|████████████ | ETA: 0:00:02 (24.95 ms/it) Fitting LDS via EM... 29%|██████████████▌ | ETA: 0:00:02 (24.85 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:02 (24.64 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:02 (24.76 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (24.32 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (24.42 ms/it) Fitting LDS via EM... 52%|██████████████████████████ | ETA: 0:00:01 (24.60 ms/it) Fitting LDS via EM... 57%|████████████████████████████▌ | ETA: 0:00:01 (24.63 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:01 (24.77 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (24.80 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (24.75 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (24.59 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (24.40 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (24.98 ms/it) Fitting LDS via EM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (24.99 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (25.06 ms/it) Fitting LDS via EM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (25.17 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (25.14 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m06.7s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:19 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:35 ( 0.36 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:25 ( 0.26 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:19 ( 0.21 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:16 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:14 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:13 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:12 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:11 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:10 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:09 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:09 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:08 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:08 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:07 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:07 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:07 (99.21 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:06 (97.31 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:06 (95.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:06 (93.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:05 (92.91 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:05 (91.31 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:05 (90.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:05 (89.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:04 (89.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:04 (88.65 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:04 (88.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:04 (87.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:04 (86.18 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:03 (85.18 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:03 (84.37 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:03 (83.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:03 (83.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:03 (82.34 ms/it) 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via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:02 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:19 ( 0.20 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m48.0s Running EM algorithm... 2%|█ | ETA: 0:02:46 ( 1.70 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:58 ( 1.22 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.62 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 47.4s Running EM algorithm... 1%|▌ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:44 ( 0.23 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.81 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: 0:04:46 ( 1.44 s/it) Running EM algorithm... 2%|▊ | ETA: 0:03:59 ( 1.21 s/it) Running EM algorithm... 2%|█ | ETA: 0:03:27 ( 1.05 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:03:03 ( 0.94 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:44 ( 0.85 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:28 ( 0.77 s/it) Running EM algorithm... 4%|██ | ETA: 0:02:16 ( 0.71 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:02:07 ( 0.67 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:59 ( 0.63 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:53 ( 0.60 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:48 ( 0.57 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:43 ( 0.55 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:39 ( 0.53 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:36 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:33 ( 0.51 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:30 ( 0.49 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:25 ( 0.47 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:23 ( 0.46 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:22 ( 0.46 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:20 ( 0.45 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (49.32 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 31.3s Running EM algorithm... 1%|▌ | ETA: 0:01:23 ( 0.42 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:30 ( 0.46 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: 0:01:27 ( 0.46 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:27 ( 0.46 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:26 ( 0.45 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:25 ( 0.45 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:24 ( 0.45 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:36 ( 0.52 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: 0:01:32 ( 0.50 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:30 ( 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... 10%|█████▎ | ETA: 0:01:24 ( 0.47 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:23 ( 0.46 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: 0:01:18 ( 0.45 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:17 ( 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... 14%|███████▎ | ETA: 0:01:13 ( 0.43 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:12 ( 0.42 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... 16%|████████▎ | ETA: 0:01:09 ( 0.41 s/it) Running EM algorithm... 17%|████████▌ | 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 ( 0.40 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:01:05 ( 0.40 s/it) Running EM algorithm... 19%|█████████▌ | 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 ( 0.39 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:01:02 ( 0.39 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:16 (80.45 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 30.7s Iteration: 1, Log-likelihood: -31.64306598030229 Iteration: 2, Log-likelihood: -31.64306598030229 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -25.356416913403944 Iteration: 1, Log-likelihood: -21.027965913309075 Iteration: 1, Log-likelihood: -17.18501131341648 Iteration: 1, Log-likelihood: -16.21770742569912 Iteration: 1, Log-likelihood: -14.636141525937594 Iteration: 1, Log-likelihood: -14.42803113438765 Iteration: 1, Log-likelihood: -14.42803113436478 Iteration: 1, Log-likelihood: -14.428031134364783 Iteration: 1, Log-likelihood: -14.428031134364783 Iteration: 1, Log-likelihood: -14.428031134364783 Iteration: 1, Log-likelihood: -1434.6351592734127 Iteration: 2, Log-likelihood: -1433.434490467724 Iteration: 3, Log-likelihood: -1432.7352441523967 Iteration: 4, Log-likelihood: -1432.2732304652704 Iteration: 5, Log-likelihood: -1431.9509940020625 Iteration: 6, Log-likelihood: -1431.7174617744754 Iteration: 7, Log-likelihood: -1431.5430451513676 Iteration: 8, Log-likelihood: -1431.409559149134 Iteration: 9, Log-likelihood: -1431.3053097641466 Iteration: 10, Log-likelihood: -1431.2224936947432 Iteration: 1, Log-likelihood: -1432.0340044624875 Iteration: 1, Log-likelihood: -1431.689181069788 Iteration: 1, Log-likelihood: -1431.5594757760548 Iteration: 1, Log-likelihood: -1431.4743340597051 Iteration: 1, Log-likelihood: -1431.406101088019 Iteration: 1, Log-likelihood: -1431.348459757638 Iteration: 1, Log-likelihood: -1431.2989231935298 Iteration: 1, Log-likelihood: -1431.2559659439983 Iteration: 1, Log-likelihood: -1431.2184612191372 Iteration: 1, Log-likelihood: -1431.185525540129 Iteration: 1, Log-likelihood: -896.3496084663109 Iteration: 2, Log-likelihood: -896.3321818804535 Iteration: 3, Log-likelihood: -896.3145172510997 Iteration: 4, Log-likelihood: -896.2965987141855 Iteration: 5, Log-likelihood: -896.2784660843143 Iteration: 6, Log-likelihood: -896.2601628315023 Iteration: 7, Log-likelihood: -896.2417325524635 Iteration: 8, Log-likelihood: -896.223217283399 Iteration: 9, Log-likelihood: -896.2046563883152 Iteration: 10, Log-likelihood: -896.1860858712229 Iteration: 1, Log-likelihood: -896.994574009776 Iteration: 1, Log-likelihood: -896.4115811509529 Iteration: 1, Log-likelihood: -896.2704470072922 Iteration: 1, Log-likelihood: -896.1942421152513 Iteration: 1, Log-likelihood: -896.1455184314875 Iteration: 1, Log-likelihood: -896.1109969827361 Iteration: 1, Log-likelihood: -896.084020095736 Iteration: 1, Log-likelihood: -896.0610956160281 Iteration: 1, Log-likelihood: -896.040371137425 Iteration: 1, Log-likelihood: -896.0208619668304 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.5s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.6s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.4s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.6s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [1.1926324883650459 1.4715849614282568 -2.2512596135910843 -1.4562314945816075 0.33713139742478004 0.339111026072217 2.4608151794230917 1.8253145753920927 -2.283670111975236 0.7190872141948972 1.5602365921179193 -0.12029260378536744 -2.017737811891872 -1.1321063413674046 3.106961942336161 -2.4080734812761295 0.1408149688175912 -1.2169089181713348 0.7388157117719929 1.0159002257044856 0.5706563752048814 3.096584508943131 -0.6219506903224377 -4.417244298727158 -2.5955516197107826 -1.4655081840401636 3.3267196126095624 1.2270609964135426 -2.5699267152188994 -0.9675379938002014 2.3875247488763818 3.4116496528665774 2.138331604625339 2.2361155829545596 1.3303552348815417 0.637001907456346 0.5917470867202238 -3.0437185780797766 -0.8080386014694061 -6.662544677527006 -0.4060940471486021 -2.352213456771416 -1.9529996986312246 0.3826835901622272 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0.6735046275512792 -3.2097440784637024 2.6788413854808706 -2.18411169664081 -3.689312464577135 0.20944718301098308 4.4800426131181785 -1.9700181538489345 -3.2245161528234196 -1.489826286317286 -1.4393218216431758 -2.6538034932193364 0.9613820357241724 -1.839671903323409 -3.0912011176301353 4.168762225069553 2.016939334565306 0.6260510647243952 -0.7525207241275979 1.3863211731227416 -1.4701675860184902 -1.2039123069309385 2.493984872082246 -0.13630302727761168 1.6894991165792148 0.5324823864857895 -0.7579218261097171 -4.165673449124441 -3.2013069325851387 -0.4045600819693972]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.5s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.7s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:26 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 12.6s Running EM algorithm... 2%|█ | ETA: 0:01:07 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:00 ( 0.62 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:57 ( 0.59 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:54 ( 0.57 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:51 ( 0.55 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:50 ( 0.54 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:48 ( 0.53 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:47 ( 0.53 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:46 ( 0.52 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:46 ( 0.52 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:45 ( 0.52 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:45 ( 0.52 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:44 ( 0.52 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:44 ( 0.52 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (83.17 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.31 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:14 ( 0.15 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:15 ( 0.16 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:15 ( 0.17 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (23.65 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 20.7s Testing StateSpaceDynamics tests passed Testing completed after 782.48s PkgEval succeeded after 853.97s