Package evaluation of StateSpaceDynamics on Julia 1.12.0-rc1.2 (995ff9db19*) started at 2025-07-14T19:46:16.110 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.02s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.1.1 Updating `~/.julia/environments/v1.12/Project.toml` [19cf8126] + StateSpaceDynamics v0.1.1 Updating `~/.julia/environments/v1.12/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 v4.17.0 [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 v0.7.2 [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 v7.8.3+2 [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 9.65s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 86.43s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_ptuBH3/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_ptuBH3/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 v4.17.0 [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 v0.7.2 [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] SimpleBufferStream v1.2.0 [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 [892a3eda] StringManipulation v0.4.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.1+0 [7cb0a576] MPICH_jll v4.3.1+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.8+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [477f73a3] libaec_jll v1.1.3+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.6.0 [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 v8.11.1+1 [e37daf67] LibGit2_jll v1.9.0+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.1+0 [bea87d4a] SuiteSparse_jll v7.8.3+2 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.64.0+1 [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... 34144.5 ms ✓ CSV 1 dependency successfully precompiled in 35 seconds. 29 already precompiled. Precompiling packages... 37696.0 ms ✓ PrettyTables 99142.9 ms ✓ DataFrames 2 dependencies successfully precompiled in 139 seconds. 33 already precompiled. Precompiling packages... 8505.4 ms ✓ MAT 1 dependency successfully precompiled in 9 seconds. 48 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m26.4s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m50.7s Fitting LDS via EM... 12%|██████ | ETA: 0:00:01 ( 8.67 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 6.45 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (17.89 ms/it) Fitting LDS via EM... 13%|██████▌ | ETA: 0:00:01 (15.97 ms/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:00:01 (16.43 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:01 (15.74 ms/it) Fitting LDS via EM... 35%|█████████████████▌ | ETA: 0:00:01 (15.81 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (15.51 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (15.78 ms/it) Fitting LDS via EM... 57%|████████████████████████████▌ | ETA: 0:00:01 (15.83 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (15.62 ms/it) Fitting LDS via EM... 71%|███████████████████████████████████▌ | ETA: 0:00:00 (15.76 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:00 (15.65 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (15.70 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (15.56 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (15.67 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (15.65 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m54.9s 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: 0:00:17 ( 0.17 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:09 (92.75 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:07 (72.80 ms/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:06 (68.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:05 (62.55 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:05 (58.69 ms/it) Fitting Poisson LDS via LaPlaceEM... 19%|█████████▌ | ETA: 0:00:05 (58.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:04 (56.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (54.46 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:04 (54.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:04 (52.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 33%|████████████████▌ | ETA: 0:00:03 (51.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:03 (51.23 ms/it) Fitting Poisson LDS via LaPlaceEM... 39%|███████████████████▌ | ETA: 0:00:03 (50.67 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:03 (50.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 45%|██████████████████████▌ | ETA: 0:00:03 (49.91 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:03 (49.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:02 (49.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:02 (49.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (49.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 59%|█████████████████████████████▌ | ETA: 0:00:02 (48.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 62%|███████████████████████████████ | ETA: 0:00:02 (48.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:02 (48.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:02 (47.85 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (47.87 ms/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:01 (47.53 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (47.19 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (47.17 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (46.91 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (47.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:01 (46.94 ms/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (46.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (46.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (46.35 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:04 (46.41 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:15 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:15 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:15 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:15 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:14 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:14 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:14 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:14 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 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85%|██████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.15 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... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.15 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:15 ( 0.15 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m29.7s Running EM algorithm... 2%|█ | ETA: 0:02:36 ( 1.59 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:51 ( 1.15 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (34.45 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 45.1s Running EM algorithm... 1%|▌ | ETA: 0:00:53 ( 0.27 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:49 ( 0.25 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:48 ( 0.24 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:46 ( 0.24 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:44 ( 0.23 s/it) Running EM 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Running EM algorithm... 1%|▌ | ETA: 0:02:30 ( 0.76 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:28 ( 0.75 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:20 ( 0.71 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:08 ( 0.66 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:59 ( 0.62 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:51 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:44 ( 0.54 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:40 ( 0.52 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:35 ( 0.50 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:32 ( 0.49 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:29 ( 0.47 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:26 ( 0.46 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:24 ( 0.45 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:22 ( 0.44 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:20 ( 0.43 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:18 ( 0.43 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:17 ( 0.42 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:15 ( 0.42 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:14 ( 0.41 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:14 ( 0.41 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:21 ( 0.45 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (49.98 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 33.7s Running EM algorithm... 1%|▌ | ETA: 0:01:14 ( 0.37 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:23 ( 0.42 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:27 ( 0.44 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:27 ( 0.45 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:26 ( 0.45 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:25 ( 0.44 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:24 ( 0.44 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:24 ( 0.44 s/it) Running EM algorithm... 6%|██▊ | ETA: 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100%|██████████████████████████████████████████████████| Time: 0:00:15 (78.02 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 30.3s Iteration: 1, Log-likelihood: -22.78129517601825 Iteration: 2, Log-likelihood: -22.78129517601825 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -13.992893395790887 Iteration: 1, Log-likelihood: -12.936625572540517 Iteration: 1, Log-likelihood: -10.705897510554061 Iteration: 1, Log-likelihood: 1.7466425599512552 Iteration: 1, Log-likelihood: 6.334650062845636 Iteration: 1, Log-likelihood: 7.572415671937659 Iteration: 1, Log-likelihood: 7.638323707560549 Iteration: 1, Log-likelihood: 7.638323707940733 Iteration: 1, Log-likelihood: 7.638323707940733 Iteration: 1, Log-likelihood: 7.638323707940733 Iteration: 1, Log-likelihood: -1424.5027404298553 Iteration: 2, Log-likelihood: -1421.389801542709 Iteration: 3, Log-likelihood: -1419.928314077177 Iteration: 4, Log-likelihood: -1419.0588655500396 Iteration: 5, Log-likelihood: -1418.4870516092617 Iteration: 6, Log-likelihood: -1418.0866196750576 Iteration: 7, Log-likelihood: -1417.7932699916983 Iteration: 8, Log-likelihood: -1417.5708182275814 Iteration: 9, Log-likelihood: -1417.3974349078292 Iteration: 10, Log-likelihood: -1417.2592346304257 Iteration: 1, Log-likelihood: -1420.0135359903231 Iteration: 1, Log-likelihood: -1418.687378470375 Iteration: 1, Log-likelihood: -1418.072925024302 Iteration: 1, Log-likelihood: -1417.676356752583 Iteration: 1, Log-likelihood: -1417.3972227768077 Iteration: 1, Log-likelihood: -1417.1919663724452 Iteration: 1, Log-likelihood: -1417.0362593275854 Iteration: 1, Log-likelihood: -1416.9151798274677 Iteration: 1, Log-likelihood: -1416.8190809383348 Iteration: 1, Log-likelihood: -1416.7414808340363 Iteration: 1, Log-likelihood: -888.591013638081 Iteration: 2, Log-likelihood: -888.2109250726326 Iteration: 3, Log-likelihood: -888.1224167159079 Iteration: 4, Log-likelihood: -888.0642017917603 Iteration: 5, Log-likelihood: -888.017748685119 Iteration: 6, Log-likelihood: -887.9788107370991 Iteration: 7, Log-likelihood: -887.9456255717399 Iteration: 8, Log-likelihood: -887.9171525008604 Iteration: 9, Log-likelihood: -887.892633644101 Iteration: 10, Log-likelihood: -887.8714629189064 Iteration: 1, Log-likelihood: -893.7494113615166 Iteration: 1, Log-likelihood: -889.9954328538628 Iteration: 1, Log-likelihood: -888.6173014372682 Iteration: 1, Log-likelihood: -888.1670275221311 Iteration: 1, Log-likelihood: -888.0173889941204 Iteration: 1, Log-likelihood: -887.9616546822882 Iteration: 1, Log-likelihood: -887.936048172287 Iteration: 1, Log-likelihood: -887.9207187283074 Iteration: 1, Log-likelihood: -887.9093189769245 Iteration: 1, Log-likelihood: -887.8997418604524 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 12.3s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 8.9s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.1s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.5s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [5.126527219245807 -4.462594956487218 -1.906549526006569 -2.278247131312385 3.985282721800018 -0.9156760722911949 2.5587162969851778 0.10870717551469311 0.9454692004269507 -3.5503820913593462 -4.441817182176184 4.757456530930192 1.5974127639798374 0.7377921580430656 2.6804621215310283 -2.164387867764631 -4.191185330342041 -1.8068614379320935 -0.8898770471894419 0.3652809891976519 -0.3882739875037865 -2.161528063479548 1.5345492979449649 -1.1325338934808906 -5.704110729391443 -2.8044409581879095 2.158997408471086 -1.5569859644927182 -0.536502255689894 -1.3246763935136276 0.5068657741009115 4.560868641572781 -2.363834380456316 2.0747979932025014 -2.296416586039351 -1.9549356603322816 -2.315333400997407 0.15404977676979525 4.6143669652420325 -2.0378232442622988 2.197552636731609 4.133680730108777 0.3388203266591184 1.6977162888659196 7.121965687816688 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-2.498994669409169 2.5986928139296515 -3.0569197676278743 0.5133823780903164 1.8669799198574752 2.637033326770764 5.848277104767133 -3.056292912426451 3.2851200498914084 1.8349563999516625 4.220560375567219 3.3000350499518643 -1.040080184837803 0.3447840477915268 -0.48369501443704493 -2.5279475283528066 -4.89982928919877 2.3035399357516955 -0.029789329289446886 3.2176626321215442 0.4218136930691009 1.2820653806487885 -3.617769910516568 -2.877995774624371 -0.43551605312036556 1.6121638464057373 -6.42314686375461 -0.21754185045764154 0.49839701158937016 -3.984456679979182 -0.8794885135005327 0.07105372314621433]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.5s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 6.4s 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 7.6s Running EM algorithm... 2%|█ | ETA: 0:00:56 ( 0.57 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:49 ( 0.51 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:47 ( 0.50 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:46 ( 0.49 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:46 ( 0.49 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:45 ( 0.48 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:44 ( 0.48 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:43 ( 0.48 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:42 ( 0.48 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:42 ( 0.47 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:41 ( 0.47 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:40 ( 0.47 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:40 ( 0.47 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:39 ( 0.47 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (74.82 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:30 ( 0.30 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:23 ( 0.24 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:10 ( 0.11 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:09 (98.82 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:07 (86.40 ms/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:07 (79.49 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.51 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 17.8s Testing StateSpaceDynamics tests passed Testing completed after 889.85s PkgEval succeeded after 1012.47s