Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.443 (8a8e3d1f98*) started at 2025-05-03T08:49:26.287 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.29s ################################################################################ # 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 v1.5.0 [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 v5.12.0+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 9.26s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 5788.7 ms ✓ TestEnv 1 dependency successfully precompiled in 6 seconds. 25 already precompiled. Precompiling package dependencies... Precompilation completed after 653.64s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_7cFPIS/Project.toml` [4c88cf16] Aqua v0.8.11 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.6.1 [a93c6f00] DataFrames v1.7.0 [31c24e10] Distributions v0.25.119 ⌅ [f6369f11] ForwardDiff v0.10.38 [98e50ef6] JuliaFormatter v2.1.2 [23992714] MAT v0.10.7 [429524aa] Optim v1.12.0 [276daf66] SpecialFunctions v2.5.1 [19cf8126] StateSpaceDynamics v0.1.1 [4c63d2b9] StatsFuns v1.5.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_7cFPIS/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 v0.9.1 [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 v2.1.2 ⌅ [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 v2.8.3 [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 v1.12.0 [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... Test Summary: | Pass Total Time Package Wide Tests | 11 11 1m11.3s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m52.2s Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (16.98 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.77 ms/it) Fitting LDS via EM... 5%|██▌ | ETA: 0:00:02 (22.95 ms/it) Fitting LDS via EM... 10%|█████ | ETA: 0:00:02 (24.04 ms/it) Fitting LDS via EM... 16%|████████ | ETA: 0:00:02 (23.11 ms/it) Fitting LDS via EM... 21%|██████████▌ | ETA: 0:00:02 (22.74 ms/it) Fitting LDS via EM... 26%|█████████████ | ETA: 0:00:02 (23.23 ms/it) Fitting LDS via EM... 31%|███████████████▌ | ETA: 0:00:02 (23.06 ms/it) Fitting LDS via EM... 36%|██████████████████ | ETA: 0:00:01 (23.05 ms/it) Fitting LDS via EM... 40%|████████████████████ | ETA: 0:00:01 (23.27 ms/it) Fitting LDS via EM... 45%|██████████████████████▌ | ETA: 0:00:01 (23.33 ms/it) Fitting LDS via EM... 50%|█████████████████████████ | ETA: 0:00:01 (23.30 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (23.38 ms/it) Fitting LDS via EM... 60%|██████████████████████████████ | ETA: 0:00:01 (23.38 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (23.20 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (23.24 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:01 (23.23 ms/it) Fitting LDS via EM... 80%|████████████████████████████████████████ | ETA: 0:00:00 (23.18 ms/it) Fitting LDS via EM... 84%|██████████████████████████████████████████ | ETA: 0:00:00 (23.28 ms/it) Fitting LDS via EM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:00 (23.42 ms/it) Fitting LDS via EM... 94%|███████████████████████████████████████████████ | ETA: 0:00:00 (23.33 ms/it) Fitting LDS via EM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 (23.40 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (23.40 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m57.0s 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: 0:00:20 ( 0.20 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:12 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:10 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 (96.55 ms/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:08 (92.73 ms/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:08 (89.41 ms/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:07 (84.27 ms/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:07 (82.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 18%|█████████ | ETA: 0:00:07 (79.53 ms/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:06 (77.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 22%|███████████ | ETA: 0:00:06 (76.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 24%|████████████ | ETA: 0:00:06 (74.59 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:06 (74.63 ms/it) Fitting Poisson LDS via LaPlaceEM... 28%|██████████████ | ETA: 0:00:05 (73.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 30%|███████████████ | ETA: 0:00:05 (73.35 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:05 (72.09 ms/it) Fitting Poisson LDS via LaPlaceEM... 34%|█████████████████ | ETA: 0:00:05 (71.25 ms/it) Fitting Poisson LDS via LaPlaceEM... 36%|██████████████████ | ETA: 0:00:05 (70.86 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:04 (69.88 ms/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:04 (69.71 ms/it) Fitting Poisson LDS via LaPlaceEM... 42%|█████████████████████ | ETA: 0:00:04 (69.13 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:04 (68.82 ms/it) Fitting Poisson LDS via LaPlaceEM... 46%|███████████████████████ | ETA: 0:00:04 (68.05 ms/it) Fitting Poisson LDS via LaPlaceEM... 48%|████████████████████████ | ETA: 0:00:04 (67.68 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:03 (67.05 ms/it) Fitting Poisson LDS via LaPlaceEM... 52%|██████████████████████████ | ETA: 0:00:03 (66.99 ms/it) Fitting Poisson LDS via LaPlaceEM... 54%|███████████████████████████ | ETA: 0:00:03 (66.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 56%|████████████████████████████ | ETA: 0:00:03 (66.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:03 (66.39 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:03 (65.54 ms/it) Fitting Poisson LDS via LaPlaceEM... 63%|███████████████████████████████▌ | ETA: 0:00:02 (65.22 ms/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:02 (65.15 ms/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:02 (64.84 ms/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:02 (64.83 ms/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:02 (64.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:02 (64.26 ms/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:02 (63.90 ms/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:01 (63.78 ms/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:01 (63.33 ms/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:01 (63.02 ms/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:01 (62.74 ms/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:01 (62.70 ms/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 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LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:16 ( 0.16 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m34.6s Running EM algorithm... 2%|█ | ETA: 0:02:30 ( 1.53 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:47 ( 1.10 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (33.07 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 42.5s Running EM algorithm... 1%|▌ | ETA: 0:00:46 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:43 ( 0.22 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:42 ( 0.22 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:39 ( 0.21 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 9.25 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 18.8s 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: 0:02:17 ( 0.69 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:21 ( 0.71 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:14 ( 0.68 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:03 ( 0.63 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:54 ( 0.59 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:45 ( 0.54 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:38 ( 0.51 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:36 ( 0.50 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:46 ( 0.56 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:42 ( 0.54 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:38 ( 0.52 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:35 ( 0.51 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:31 ( 0.49 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:28 ( 0.48 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:23 ( 0.45 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:21 ( 0.44 s/it) 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100%|██████████████████████████████████████████████████| Time: 0:00:14 (71.34 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 27.4s Iteration: 1, Log-likelihood: -27.69828114243176 Iteration: 2, Log-likelihood: -27.69828114243176 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -23.372091243385853 Iteration: 1, Log-likelihood: -19.98508125958737 Iteration: 1, Log-likelihood: -17.752056971023205 Iteration: 1, Log-likelihood: -15.183647627433889 Iteration: 1, Log-likelihood: -14.270871283620597 Iteration: 1, Log-likelihood: -13.825602827972274 Iteration: 1, Log-likelihood: -13.798623732527107 Iteration: 1, Log-likelihood: -13.665741411711918 Iteration: 1, Log-likelihood: -12.775178061037682 Iteration: 1, Log-likelihood: -7.810273973622167 Iteration: 1, Log-likelihood: -1450.0148274592063 Iteration: 2, Log-likelihood: -1449.9715503964258 Iteration: 3, Log-likelihood: -1449.95479463689 Iteration: 4, Log-likelihood: -1449.9477788253146 Iteration: 5, Log-likelihood: -1449.9444035777533 Iteration: 6, Log-likelihood: -1449.9424192356937 Iteration: 7, Log-likelihood: -1449.94098628163 Iteration: 8, Log-likelihood: -1449.9397880248666 Iteration: 9, Log-likelihood: -1449.9387034574172 Iteration: 10, Log-likelihood: -1449.9376853952933 Iteration: 1, Log-likelihood: -1451.3086828442115 Iteration: 1, Log-likelihood: -1450.9851485196823 Iteration: 1, Log-likelihood: -1450.8191437605965 Iteration: 1, Log-likelihood: -1450.6982027641582 Iteration: 1, Log-likelihood: -1450.6012498607834 Iteration: 1, Log-likelihood: -1450.5211675793582 Iteration: 1, Log-likelihood: -1450.45401855728 Iteration: 1, Log-likelihood: -1450.397097704507 Iteration: 1, Log-likelihood: -1450.3484043420842 Iteration: 1, Log-likelihood: -1450.306413355589 Iteration: 1, Log-likelihood: -912.4710069863628 Iteration: 2, Log-likelihood: -911.6692909017601 Iteration: 3, Log-likelihood: -911.3144253442339 Iteration: 4, Log-likelihood: -911.1031921936986 Iteration: 5, Log-likelihood: -910.9675518519072 Iteration: 6, Log-likelihood: -910.8741275566256 Iteration: 7, Log-likelihood: -910.804924276229 Iteration: 8, Log-likelihood: -910.7498742718244 Iteration: 9, Log-likelihood: -910.7032573570317 Iteration: 10, Log-likelihood: -910.6618289186057 Iteration: 1, Log-likelihood: -918.4798730676752 Iteration: 1, Log-likelihood: -912.1184124672073 Iteration: 1, Log-likelihood: -910.2534499126656 Iteration: 1, Log-likelihood: -909.6654108159119 Iteration: 1, Log-likelihood: -909.441074018961 Iteration: 1, Log-likelihood: -909.3311705617341 Iteration: 1, Log-likelihood: -909.259584312308 Iteration: 1, Log-likelihood: -909.2010737109676 Iteration: 1, Log-likelihood: -909.1468872301878 Iteration: 1, Log-likelihood: -909.0939232018171 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 10.8s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 9.1s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 7.3s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 10.1s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.1s [3.0609094512228285 -0.3847835469003389 -2.890012263511189 -0.4313653847576263 -0.0010962995409870002 -3.331739079272956 -4.782389447806805 2.333133165202187 -4.330821182966949 -0.6556698868019426 2.5795168203515595 -0.27253463201747197 0.0805127081317093 -1.6650772336740274 0.19082058791400294 0.2213259360825527 -0.06758543411069003 0.5166122187333573 -6.676598129732681 2.733031652761824 -0.43912533655836317 0.3710707192131647 1.9736824250457858 0.9052966607006689 -3.796373365444076 1.7360184462728776 4.134510084444317 -2.815288891131485 0.5857789533233558 -6.625683652722815 3.28724220942695 2.749266107372999 -1.877643078494418 2.808924764797808 -0.8173457326911494 2.8133758447263437 -2.721640877277121 -2.072389430122065 3.2754859650893517 -1.3080788223082922 -1.3564026063138324 1.0415750355694147 -2.3089534582144617 -2.092323526725 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-0.5776530746720496 -2.1869052875805477 1.0226025010951614 -0.29535983385679154 0.2586104634149118 0.9328549944981972 -3.339675118446927 -0.4159208975973226 2.1693879347494174 -2.2683164713718367 -2.3256563837740947 1.6985756597270587 -1.9410753638077896 1.5429457608550028 -2.678988876710516 -2.647496520534868 0.801237364499896 -0.49294617645649424 -0.8165816458347183 1.1531134919378123 -0.76865891341179 1.164053453940738 0.7035014807180346 1.146881302992993 -0.21153088028253653 3.1602687106726983 3.7217857620578263 -4.898228315285592 -2.48405459061396 -1.6097318955563207 -1.2146217035880145 1.2272691372266482 0.6164474576129932 3.9730930428994284 0.8445014739062373 3.8390396032103014 -0.7128329837120841 -5.450260256746905 0.4167607343052613 -0.41247793664386023 2.26728289089643 -0.7433912342275906 -3.0627130481694302 1.223547061592328 2.1286222037184137 0.40408701498281935 2.322976594552509 -0.25718011887314646 -0.3587016805136761 0.4029827738483982 -3.011045289029526 -0.880033424435177 -0.19865463012613138 -0.7152008470248213 0.11683604060989985 0.2610092789303021 -3.1537389989553466 -0.8107436259922807 -2.905077576761166 -0.36147700889552103 -2.485633059811825 -1.059971906656221 3.0747209174605303 -3.657331204516387 -0.2639672733872766 0.47477170789249634 -1.8425147531570123 -0.30842594331569795 -1.1406719754008152 2.1183796935699575 -2.8416000316797967 -5.780718204489803 -1.9979923264193784 0.3157009780631468 -0.3043715542015009 0.2293703831691799 -1.305320535185357 -2.211868208422 1.4919510316328735 -2.633520864242816 0.09178956407609307 2.3452913036208227 1.6085219049787622]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.7s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 6.6s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:25 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.0s Running EM algorithm... 2%|█ | ETA: 0:01:02 ( 0.64 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:58 ( 0.60 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:55 ( 0.57 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:53 ( 0.56 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:51 ( 0.54 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:49 ( 0.53 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:48 ( 0.52 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:47 ( 0.52 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:46 ( 0.51 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:45 ( 0.51 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:44 ( 0.50 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:44 ( 0.50 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:43 ( 0.50 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:42 ( 0.49 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:41 ( 0.49 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (78.99 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:33 ( 0.33 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:15 ( 0.16 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:09 ( 0.10 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:08 (93.30 ms/it) Running EM algorithm... 16%|████████ | ETA: 0:00:07 (84.46 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 18.1s Testing StateSpaceDynamics tests passed Testing completed after 692.53s PkgEval succeeded after 1389.54s