Package evaluation to test StateSpaceDynamics on Julia 1.11.8 (29b3528cce*) started at 2026-01-20T08:54:07.106 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Activating project at `~/.julia/environments/v1.11` Set-up completed after 8.73s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.3.0 Updating `~/.julia/environments/v1.11/Project.toml` [19cf8126] + StateSpaceDynamics v0.3.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.21.0 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.22.0 [4c555306] + ArrayLayouts v1.12.2 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.3 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.14 [31c24e10] + Distributions v0.25.123 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.16.0 [6a86dc24] + FiniteDiff v2.29.0 [f6369f11] + ForwardDiff v1.3.1 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 ⌃ [d3d80556] + LineSearches v7.5.1 [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 v1.13.3 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.37 [85a6dd25] + PositiveFactorizations v0.2.4 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.5.1 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.9.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.2 [276daf66] + SpecialFunctions v2.6.1 [19cf8126] + StateSpaceDynamics v0.3.0 [90137ffa] + StaticArrays v1.9.16 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.8.0 [2913bbd2] + StatsBase v0.34.10 [4c63d2b9] + StatsFuns v1.5.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [56f22d72] + Artifacts v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [9fa8497b] + Future v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra 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 v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [8e850b90] + libblastrampoline_jll v5.11.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Building StateSpaceDynamics → `~/.julia/scratchspaces/44cfe95a-1eb2-52ea-b672-e2afdf69b78f/aeaac86f2eccca9704a4043d88042ba634ce30cb/build.log` Installation completed after 13.27s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompiling project... 26272.6 ms ✓ StateSpaceDynamics 1 dependency successfully precompiled in 34 seconds. 191 already precompiled. Precompilation completed after 48.14s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_X4CLxz/Project.toml` [4c88cf16] Aqua v0.8.14 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.8.1 [a93c6f00] DataFrames v1.8.1 [31c24e10] Distributions v0.25.123 [e30172f5] Documenter v1.16.1 [f6369f11] ForwardDiff v1.3.1 ⌅ [c3a54625] JET v0.9.20 [98e50ef6] JuliaFormatter v2.2.0 [23992714] MAT v0.11.4 ⌅ [429524aa] Optim v1.13.3 [276daf66] SpecialFunctions v2.6.1 [860ef19b] StableRNGs v1.0.4 [19cf8126] StateSpaceDynamics v0.3.0 [4c63d2b9] StatsFuns v1.5.2 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [2f01184e] SparseArrays v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_X4CLxz/Manifest.toml` [47edcb42] ADTypes v1.21.0 [a4c015fc] ANSIColoredPrinters v0.0.1 [1520ce14] AbstractTrees v0.4.5 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua v0.8.14 [c7e460c6] ArgParse v1.2.0 [4fba245c] ArrayInterface v7.22.0 [4c555306] ArrayLayouts v1.12.2 [d1d4a3ce] BitFlags v0.1.9 [336ed68f] CSV v0.10.15 ⌅ [da1fd8a2] CodeTracking v1.3.9 [944b1d66] CodecZlib v0.7.8 ⌅ [a80b9123] CommonMark v0.9.1 [bbf7d656] CommonSubexpressions v0.3.1 [34da2185] Compat v4.18.1 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.6.0 [a2441757] Coverage v1.8.1 [c36e975a] CoverageTools v1.3.2 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.8.1 [864edb3b] DataStructures v0.19.3 [e2d170a0] DataValueInterfaces v1.0.0 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [a0c0ee7d] DifferentiationInterface v0.7.14 [31c24e10] Distributions v0.25.123 [ffbed154] DocStringExtensions v0.9.5 [e30172f5] Documenter v1.16.1 [4e289a0a] EnumX v1.0.5 [460bff9d] ExceptionUnwrapping v0.1.11 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.16.0 [6a86dc24] FiniteDiff v2.29.0 [f6369f11] ForwardDiff v1.3.1 [d7ba0133] Git v1.5.0 [c27321d9] Glob v1.4.0 [f67ccb44] HDF5 v0.17.2 [cd3eb016] HTTP v1.10.19 [34004b35] HypergeometricFunctions v0.3.28 [b5f81e59] IOCapture v1.0.0 [842dd82b] InlineStrings v1.4.5 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.6 [82899510] IteratorInterfaceExtensions v1.0.0 ⌅ [c3a54625] JET v0.9.20 [692b3bcd] JLLWrappers v1.7.1 [682c06a0] JSON v1.4.0 [98e50ef6] JuliaFormatter v2.2.0 ⌅ [aa1ae85d] JuliaInterpreter v0.9.46 ⌅ [70703baa] JuliaSyntax v0.4.10 [b964fa9f] LaTeXStrings v1.4.0 [0e77f7df] LazilyInitializedFields v1.3.0 ⌃ [d3d80556] LineSearches v7.5.1 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.2.0 ⌃ [6f1432cf] LoweredCodeUtils v3.2.2 [23992714] MAT v0.11.4 [3da0fdf6] MPIPreferences v0.1.11 [1914dd2f] MacroTools v0.5.16 [d0879d2d] MarkdownAST v0.1.2 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 ⌅ [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [4d8831e6] OpenSSL v1.6.1 ⌅ [429524aa] Optim v1.13.3 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.37 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[b718987f] TextWrap v1.0.2 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [2e619515] Expat_jll v2.7.3+0 [020c3dae] Git_LFS_jll v3.7.0+0 [f8c6e375] Git_jll v2.52.0+0 ⌅ [0234f1f7] HDF5_jll v1.14.6+0 [e33a78d0] Hwloc_jll v2.12.2+0 [94ce4f54] Libiconv_jll v1.18.0+0 [7cb0a576] MPICH_jll v4.3.2+0 [f1f71cc9] MPItrampoline_jll v5.5.4+0 [9237b28f] MicrosoftMPI_jll v10.1.4+3 [fe0851c0] OpenMPI_jll v5.0.9+0 [9bd350c2] OpenSSH_jll v10.2.1+0 [458c3c95] OpenSSL_jll v3.5.4+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 ⌅ [02c8fc9c] XML2_jll v2.13.9+0 [a65dc6b1] Xorg_libpciaccess_jll v0.18.1+0 [477f73a3] libaec_jll v1.1.4+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 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL 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 v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [efcefdf7] PCRE2_jll v10.42.0+1 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Precompiling Optim... 6412.3 ms ✓ Optim 1 dependency successfully precompiled in 8 seconds. 63 already precompiled. Precompiling StateSpaceDynamics... 21789.8 ms ✓ ArrayLayouts 2322.2 ms ✓ ForwardDiff → ForwardDiffStaticArraysExt 2887.9 ms ✓ ArrayLayouts → ArrayLayoutsSparseArraysExt 7703.5 ms ✓ StateSpaceDynamics 4 dependencies successfully precompiled in 36 seconds. 84 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 59.0s Test Summary: | Pass Total Time Blue Formatting | 1 1 1m29.5s Test Summary: | Pass Total Time Code linting using JET | 1 1 2m50.5s Test Summary: | Pass Total Time SLDS Tests | 614 614 9m38.1s Fitting LDS via EM... 20%|██████████ | ETA: 0:05:37 (42.15 s/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:01:26 ( 8.60 s/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:03:54 (29.28 s/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:58 ( 5.86 s/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:00 ( 5.62 ms/it) Fitting LDS via EM... 72%|████████████████████████████████████ | ETA: 0:00:00 ( 4.07 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 3.66 ms/it) Fitting LDS via EM... 8%|████ | ETA: 0:00:01 (12.75 ms/it) Fitting LDS via EM... 22%|███████████ | ETA: 0:00:01 ( 9.51 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:01 ( 9.26 ms/it) Fitting LDS via EM... 47%|███████████████████████▌ | ETA: 0:00:00 ( 9.04 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:00 ( 9.98 ms/it) Fitting LDS via EM... 66%|█████████████████████████████████ | ETA: 0:00:00 (10.36 ms/it) Fitting LDS via EM... 74%|█████████████████████████████████████ | ETA: 0:00:00 (10.67 ms/it) Fitting LDS via EM... 82%|█████████████████████████████████████████ | ETA: 0:00:00 (11.08 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (11.35 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (11.54 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (11.57 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 120 120 7m04.0s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:320 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:281. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:332 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:297. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:352 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:322. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:406 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:390. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:406 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:390. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:443 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:430. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:443 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:430. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:524 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:473. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/GaussianLDS.jl:524 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/M8xwq/test/LinearDynamicalSystems/PoissonLDS.jl:473. Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:02:28 (18.47 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:37 ( 3.72 s/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:01:35 (11.91 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:23 ( 2.39 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:01 (14.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:01 (14.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:01 (15.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:01 (17.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:01 (18.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 43%|█████████████████████▌ | ETA: 0:00:01 (16.50 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:01 (15.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:00 (13.89 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:00 (13.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 (12.40 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (11.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:06 (58.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:04 (46.95 ms/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:04 (39.48 ms/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:03 (35.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:03 (34.36 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:02 (31.98 ms/it) Fitting Poisson LDS via LaPlaceEM... 27%|█████████████▌ | ETA: 0:00:02 (30.24 ms/it) Fitting Poisson LDS via LaPlaceEM... 31%|███████████████▌ | ETA: 0:00:02 (29.95 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:02 (29.20 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:02 (28.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:02 (28.01 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:01 (27.92 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:01 (27.72 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:01 (27.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:01 (27.38 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:01 (27.47 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:01 (27.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (27.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (27.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (27.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (27.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (26.97 ms/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 (26.97 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (26.94 ms/it) Test Summary: | Pass Total Time PoissonLDS Tests | 94 94 4m46.7s Running EM algorithm... 2%|█ | ETA: 0:01:33 ( 0.95 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:08 ( 0.70 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:56 ( 0.58 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:48 ( 0.50 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:43 ( 0.45 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:39 ( 0.42 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:36 ( 0.40 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:34 ( 0.38 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:32 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (36.10 ms/it) Test Summary: | Pass Total Time GaussianHMM Tests | 32 32 1m24.6s Running EM algorithm... 2%|█ | ETA: 0:01:05 ( 0.66 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:19 ( 0.21 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (14.47 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 28.7s WARNING: Method definition sample_states(Any, Any, Any) in module Main at 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Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:10 (52.97 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 49.5s Iteration 1: Log-likelihood = -292.93601516652814 Iteration 2: Log-likelihood = -292.6944275975433 Iteration 3: Log-likelihood = -292.4861087833301 Iteration 4: Log-likelihood = -292.2888695785389 Iteration 5: Log-likelihood = -292.1065253208416 Iteration 6: Log-likelihood = -291.9446646095791 Iteration 7: Log-likelihood = -291.8051388857535 Iteration 8: Log-likelihood = -291.6857699842086 Iteration 9: Log-likelihood = -291.58265535204305 Iteration 10: Log-likelihood = -291.49216898098496 Iteration 1: Log-likelihood = -293.94453526393056 Iteration 1: Log-likelihood = -293.3593963025489 Iteration 1: Log-likelihood = -293.0812478735939 Iteration 1: Log-likelihood = -292.8516986705083 Iteration 1: Log-likelihood = -292.6299067659109 Iteration 1: Log-likelihood = -292.4236993935501 Iteration 1: Log-likelihood = -292.24861344893077 Iteration 1: Log-likelihood = -292.1104196734592 Iteration 1: Log-likelihood = -292.0058649715265 Iteration 1: Log-likelihood = -291.9281948784534 Iteration 1: Log-likelihood = -1407.0927649884393 Iteration 2: Log-likelihood = -1406.9661489285593 Iteration 3: Log-likelihood = -1406.8810580483016 Iteration 4: Log-likelihood = -1406.8235361659213 Iteration 5: Log-likelihood = -1406.7844989181049 Iteration 6: Log-likelihood = -1406.7579327017934 Iteration 7: Log-likelihood = -1406.7398134991377 Iteration 8: Log-likelihood = -1406.7274299608475 Iteration 9: Log-likelihood = -1406.7189470979872 Iteration 10: Log-likelihood = -1406.7131195106022 Iteration 1: Log-likelihood = -1410.0797174072075 Iteration 1: Log-likelihood = -1409.4492790906256 Iteration 1: Log-likelihood = -1409.02058993483 Iteration 1: Log-likelihood = -1408.6962175980948 Iteration 1: Log-likelihood = -1408.4418789103374 Iteration 1: Log-likelihood = -1408.237717327381 Iteration 1: Log-likelihood = -1408.0706983455482 Iteration 1: Log-likelihood = -1407.9318590167406 Iteration 1: Log-likelihood = -1407.814845324546 Iteration 1: Log-likelihood = -1407.7150394819923 Iteration 1: Log-likelihood = -1018.7321470455536 Iteration 2: Log-likelihood = -1018.7321470455536 Converged at iteration 2 Iteration 1: Log-likelihood = -900.8430945967438 Iteration 1: Log-likelihood = -897.5678786049583 Iteration 1: Log-likelihood = -896.6266963057591 Iteration 1: Log-likelihood = -896.2644476983843 Iteration 1: Log-likelihood = -896.0661680079297 Iteration 1: Log-likelihood = -895.9283356747695 Iteration 1: Log-likelihood = -895.8209470478615 Iteration 1: Log-likelihood = -895.7332019461509 Iteration 1: Log-likelihood = -895.6600107093769 Iteration 1: Log-likelihood = -895.598308411785 Test Summary: | Pass Total Time MixtureModels.jl Tests | 137 137 0.2s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 19.1s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 19.8s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 29.6s Test Summary: | Pass Total Time AutoRegression Tests | 6 6 0.3s [-7.057337025811511 -3.664398854990525 -9.586825991619722 -3.2527022898270195 0.8727797699855903 -9.246015283999611 -4.131989185478357 -3.4861524781977917 -2.3428287250178546 -5.724425612947633 9.072711058423737 -2.5518591102654775 -1.6075587947562262 7.93075072665881 2.666673219076894 -4.091788004234424 5.6516406576141724 1.8482899345700723 7.448816293102695 6.023328929174515 -0.5129375212978693 5.7860338664130175 3.351617874820279 6.3619742441172775 2.952853249899717 -0.09158542783268692 3.20880453417163 7.3024420640832 0.657660397531326 -3.1753606764169406 0.7977238650323899 8.197001081472022 3.1803073064297642 6.723670831335302 0.06312584042328173 2.0697879684283444 -0.35095164535009493 3.295976037941603 3.6129340094986877 6.268914709077421 9.912479740488145 7.397376691882537 3.2105294964693334 8.114043858818283 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4.672575352762918 15.071793097479047 4.6474174135492605 -0.4354090885232039 3.789403180288806]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 21.2s Test Summary: | Pass Total Time Utilities.jl Tests | 77 77 9.6s Test Summary: | Pass Total Time PrettyPrinting.jl Tests | 54 54 27.4s Test Summary: | Pass Total Time PPCA Tests | 20 20 24.8s Running EM algorithm... 2%|█ | ETA: 0:00:28 ( 0.28 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:26 ( 0.27 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:25 ( 0.26 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:25 ( 0.26 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:24 ( 0.26 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:23 ( 0.25 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (17.55 ms/it) Running EM algorithm... 2%|█ | ETA: 0:01:08 ( 0.69 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:52 ( 0.54 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:44 ( 0.46 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:40 ( 0.42 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:36 ( 0.39 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (23.23 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 307 307 14.2s Testing StateSpaceDynamics tests passed Testing completed after 2092.94s PkgEval succeeded after 2188.51s