Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.774 (40c6d1b7c1*) started at 2025-06-24T20:28:01.851 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.57s ################################################################################ # 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 v1.15.0 [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 v4.16.0 [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 v0.7.1 [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 v7.10.1+0 [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 9.42s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 50.97s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_Cq87CN/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_Cq87CN/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 v4.16.0 [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 v0.7.1 [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] 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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 v1.13.0 [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 v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+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 v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+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... 12188.8 ms ✓ MAT 1 dependency successfully precompiled in 13 seconds. 48 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m32.3s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m57.9s Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (14.39 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 6.60 ms/it) Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (14.40 ms/it) Fitting LDS via EM... 12%|██████ | ETA: 0:00:02 (18.14 ms/it) Fitting LDS via EM... 19%|█████████▌ | ETA: 0:00:01 (17.13 ms/it) Fitting LDS via EM... 27%|█████████████▌ | ETA: 0:00:01 (16.06 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:01 (16.42 ms/it) Fitting LDS via EM... 41%|████████████████████▌ | ETA: 0:00:01 (15.77 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (15.79 ms/it) Fitting LDS via EM... 57%|████████████████████████████▌ | ETA: 0:00:01 (15.56 ms/it) Fitting LDS via EM... 64%|████████████████████████████████ | ETA: 0:00:01 (16.01 ms/it) Fitting LDS via EM... 69%|██████████████████████████████████▌ | ETA: 0:00:01 (16.53 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:00 (16.70 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (16.93 ms/it) Fitting LDS via EM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:00 (17.33 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (17.49 ms/it) Fitting LDS via EM... 96%|████████████████████████████████████████████████ | ETA: 0:00:00 (17.64 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (17.93 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 2m00.9s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:19 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:08 (85.76 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:06 (64.34 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:06 (62.58 ms/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:05 (56.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:04 (53.16 ms/it) Fitting Poisson LDS via LaPlaceEM... 21%|██████████▌ | ETA: 0:00:04 (51.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 25%|████████████▌ | ETA: 0:00:04 (48.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:03 (47.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:03 (45.41 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:03 (44.42 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:03 (43.97 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:02 (42.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:02 (42.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:02 (41.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:02 (40.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:02 (40.66 ms/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:02 (39.91 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:01 (39.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:01 (39.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:01 (38.76 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (38.77 ms/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:01 (38.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:01 (38.53 ms/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:01 (38.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 (38.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (37.93 ms/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (37.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (37.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:13 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:12 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:12 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 7%|███▌ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 13%|██████▌ | ETA: 0:00:11 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:10 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:10 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:10 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:10 ( 0.12 s/it) Fitting 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Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:12 ( 0.13 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m34.3s Running EM algorithm... 2%|█ | ETA: 0:02:50 ( 1.73 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:01 ( 1.25 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (37.42 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 45.4s Running EM algorithm... 1%|▌ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:01 ( 0.61 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:40 ( 0.51 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:25 ( 0.44 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:15 ( 0.39 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:08 ( 0.35 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:03 ( 0.33 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:58 ( 0.30 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (13.70 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 22.0s 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. 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Running EM algorithm... 10%|████▊ | ETA: 0:01:09 ( 0.38 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:07 ( 0.37 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:06 ( 0.37 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:05 ( 0.37 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (40.18 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 29.0s Running EM algorithm... 1%|▌ | ETA: 0:01:12 ( 0.36 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:21 ( 0.41 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:25 ( 0.43 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:26 ( 0.44 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:25 ( 0.44 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... 4%|██▎ | ETA: 0:01:22 ( 0.43 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:21 ( 0.43 s/it) Running EM algorithm... 6%|██▊ | ETA: 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0.36 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:01 ( 0.36 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:00 ( 0.35 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:00 ( 0.35 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:59 ( 0.35 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:00:59 ( 0.35 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:58 ( 0.35 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:00:58 ( 0.35 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:57 ( 0.35 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:56 ( 0.35 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:56 ( 0.34 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:55 ( 0.34 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:55 ( 0.34 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:58 ( 0.37 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:15 (75.34 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 31.7s Iteration: 1, Log-likelihood: -22.75401858212436 Iteration: 2, Log-likelihood: -22.754018582124363 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -19.929844614108667 Iteration: 1, Log-likelihood: -17.84616246832354 Iteration: 1, Log-likelihood: -16.523148836609824 Iteration: 1, Log-likelihood: -15.232765427077396 Iteration: 1, Log-likelihood: -12.532636290038425 Iteration: 1, Log-likelihood: -3.630185767355325 Iteration: 1, Log-likelihood: -2.079782463916792 Iteration: 1, Log-likelihood: 1.8753567299533345 Iteration: 1, Log-likelihood: 6.057937969545412 Iteration: 1, Log-likelihood: 7.074928216935806 Iteration: 1, Log-likelihood: -1460.435300882649 Iteration: 2, Log-likelihood: -1460.318706207621 Iteration: 3, Log-likelihood: -1460.286931883602 Iteration: 4, Log-likelihood: -1460.2741388806087 Iteration: 5, Log-likelihood: -1460.2655998252953 Iteration: 6, Log-likelihood: -1460.2580732705326 Iteration: 7, Log-likelihood: -1460.2508573476637 Iteration: 8, Log-likelihood: -1460.2438048373626 Iteration: 9, Log-likelihood: -1460.236888132718 Iteration: 10, Log-likelihood: -1460.2301049190291 Iteration: 1, Log-likelihood: -1470.1848925201352 Iteration: 1, Log-likelihood: -1465.9638927026144 Iteration: 1, Log-likelihood: -1464.0550045626537 Iteration: 1, Log-likelihood: -1463.0122427355957 Iteration: 1, Log-likelihood: -1462.3805865021754 Iteration: 1, Log-likelihood: -1461.9699114792547 Iteration: 1, Log-likelihood: -1461.6886246605932 Iteration: 1, Log-likelihood: -1461.4880696460777 Iteration: 1, Log-likelihood: -1461.3404362412439 Iteration: 1, Log-likelihood: -1461.228892345709 Iteration: 1, Log-likelihood: -902.7828987724765 Iteration: 2, Log-likelihood: -901.3230699725435 Iteration: 3, Log-likelihood: -900.8782156981915 Iteration: 4, Log-likelihood: -900.7405741506043 Iteration: 5, Log-likelihood: -900.6948854618397 Iteration: 6, Log-likelihood: -900.6775271997149 Iteration: 7, Log-likelihood: -900.6692335707993 Iteration: 8, Log-likelihood: -900.6640306554195 Iteration: 9, Log-likelihood: -900.6600309130066 Iteration: 10, Log-likelihood: -900.6566222179346 Iteration: 1, Log-likelihood: -902.6947508752071 Iteration: 1, Log-likelihood: -901.519616161212 Iteration: 1, Log-likelihood: -901.1901119176507 Iteration: 1, Log-likelihood: -901.0413883887704 Iteration: 1, Log-likelihood: -900.9534671143474 Iteration: 1, Log-likelihood: -900.8935102595764 Iteration: 1, Log-likelihood: -900.8499180192788 Iteration: 1, Log-likelihood: -900.8173793330053 Iteration: 1, Log-likelihood: -900.7928085187073 Iteration: 1, Log-likelihood: -900.7741174003573 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 11.1s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 11.0s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.4s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 12.1s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [4.811712015397629 -0.3391937569726338 0.587339725766971 -5.060466974945977 -3.452333628336465 -1.7543382599516375 -0.34095381926030344 -3.426533559998286 -0.3404410367807589 2.55619610937611 0.2570495880495276 -2.804239892674264 -1.3731242646372253 -0.44218976472482474 -2.0723085228961935 0.3704048946500811 2.3870722415909493 4.024075656981984 2.120026879082947 8.043752451216339 -5.835108894510883 1.2526355282540733 1.0216781340798946 -2.0540680149615085 1.5363880720377519 1.9060600940260337 -1.8083412529272287 -0.8232520929755884 0.7602200367495886 1.6230549172647097 -1.0742506804151208 0.6256914110939104 0.7944523673111114 1.0511569805147047 2.667679918551329 2.840302986560543 1.5834401120895436 1.204456769572654 0.31008095065905317 2.2431606908203356 1.7071046737415252 1.6692951669765523 0.4629390386449477 1.9118812606135016 -1.0374599175510653 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1.1214971715095432 -2.095386993384731 -1.5082871098777333 -3.5820109756769236 -0.5389128335569736 -0.08123709484516539 -0.9895391912536662 -1.1798454493155843 -1.0881843819150812 2.831967498483219 -2.501715243617795 1.3162600522609464 -0.8701851168821609 -0.5823057652533596 -1.488090922864052 3.1721904931861693 4.428474950193935 -4.537303656309027 -6.455020258796938 -4.732298707256369 2.4475180673222616 1.4831106613405614 -0.20321960362557917 1.4480738393974175 5.334584282514166 -1.80300734665989 3.760702709157991 2.482911690138831 1.7786440396800474 3.215201608414355]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 8.7s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 8.1s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:28 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.9s Running EM algorithm... 2%|█ | ETA: 0:01:06 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:58 ( 0.60 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:54 ( 0.56 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:51 ( 0.54 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:48 ( 0.52 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:47 ( 0.51 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:45 ( 0.50 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:44 ( 0.49 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:44 ( 0.49 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:43 ( 0.49 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:42 ( 0.48 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:41 ( 0.48 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:41 ( 0.48 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (71.99 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:31 ( 0.32 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:15 ( 0.15 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:09 (98.07 ms/it) Running EM algorithm... 14%|███████ | ETA: 0:00:07 (86.40 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:07 (83.33 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (13.79 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 18.5s Testing StateSpaceDynamics tests passed Testing completed after 754.95s PkgEval succeeded after 837.57s