Package evaluation of StateSpaceDynamics on Julia 1.13.0-DEV.745 (a23ce4bcbb*) started at 2025-06-15T20:31:38.457 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 9.78s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed Rmath_jll ──────────────── v0.5.1+0 Installed Adapt ──────────────────── v4.3.0 Installed ForwardDiff ────────────── v0.10.38 Installed DiffResults ────────────── v1.1.0 Installed ConstructionBase ───────── v1.6.0 Installed MacroTools ─────────────── v0.5.16 Installed FillArrays ─────────────── v1.13.0 Installed DataStructures ─────────── v0.18.22 Installed HypergeometricFunctions ── v0.3.28 Installed OrderedCollections ─────── v1.8.1 Installed ArrayInterface ─────────── v7.19.0 Installed AliasTables ────────────── v1.1.3 Installed DataAPI ────────────────── v1.16.0 Installed Compat ─────────────────── v4.16.0 Installed StatsBase ──────────────── v0.34.5 Installed PositiveFactorizations ─── v0.2.4 Installed Statistics ─────────────── v1.11.1 Installed Optim ──────────────────── v1.13.2 Installed StatsAPI ───────────────── v1.7.1 Installed ProgressMeter ──────────── v1.10.4 Installed CommonSubexpressions ───── v0.3.1 Installed StaticArraysCore ───────── v1.4.3 Installed PrecompileTools ────────── v1.3.2 Installed StaticArrays ───────────── v1.9.13 Installed IrrationalConstants ────── v0.2.4 Installed QuadGK ─────────────────── v2.11.2 Installed NaNMath ────────────────── v1.1.3 Installed ArrayLayouts ───────────── v1.11.1 Installed Requires ───────────────── v1.3.1 Installed OpenSpecFun_jll ────────── v0.5.6+0 Installed DiffRules ──────────────── v1.15.1 Installed LogExpFunctions ────────── v0.3.29 Installed FiniteDiff ─────────────── v2.27.0 Installed Rmath ──────────────────── v0.8.0 Installed Parameters ─────────────── v0.12.3 Installed Distributions ──────────── v0.25.120 Installed PtrArrays ──────────────── v1.3.0 Installed EnumX ──────────────────── v1.0.5 Installed StatsFuns ──────────────── v1.5.0 Installed NLSolversBase ──────────── v7.10.0 Installed Setfield ───────────────── v1.1.2 Installed Reexport ───────────────── v1.2.2 Installed Missings ───────────────── v1.2.0 Installed JLLWrappers ────────────── v1.7.0 Installed SpecialFunctions ───────── v2.5.1 Installed Preferences ────────────── v1.4.3 Installed PDMats ─────────────────── v0.11.35 Installed LineSearches ───────────── v7.4.0 Installed SortingAlgorithms ──────── v1.2.1 Installed UnPack ─────────────────── v1.0.2 Installed ADTypes ────────────────── v1.14.0 Installed DocStringExtensions ────── v0.9.5 Installed DifferentiationInterface ─ v0.7.1 Installed StateSpaceDynamics ─────── v0.1.1 Installing 2 artifacts Installed artifact Rmath 121.9 KiB Installed artifact OpenSpecFun 194.9 KiB 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 v7.19.0 [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 v5.12.0+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 11.53s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling packages... 5040.6 ms ✓ TestEnv 1 dependency successfully precompiled in 5 seconds. 25 already precompiled. Precompiling package dependencies... Precompilation completed after 623.06s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_ezSIs4/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_ezSIs4/Manifest.toml` [47edcb42] ADTypes v1.14.0 [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 v1.10.16 [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 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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 v1.9.0+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 v3.5.0+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 1m20.7s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 1m51.4s Fitting LDS via EM... 7%|███▌ | ETA: 0:00:01 (15.22 ms/it) Fitting LDS via EM... 90%|█████████████████████████████████████████████ | ETA: 0:00:00 ( 9.68 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 9.42 ms/it) Fitting LDS via EM... 3%|█▌ | ETA: 0:00:03 (33.67 ms/it) Fitting LDS via EM... 8%|████ | ETA: 0:00:02 (25.66 ms/it) Fitting LDS via EM... 13%|██████▌ | ETA: 0:00:02 (23.55 ms/it) Fitting LDS via EM... 18%|█████████ | ETA: 0:00:02 (24.75 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (23.86 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (23.26 ms/it) Fitting LDS via EM... 33%|████████████████▌ | ETA: 0:00:02 (23.66 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (23.20 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (22.93 ms/it) Fitting LDS via EM... 48%|████████████████████████ | ETA: 0:00:01 (23.10 ms/it) Fitting LDS via EM... 53%|██████████████████████████▌ | ETA: 0:00:01 (22.86 ms/it) Fitting LDS via EM... 58%|█████████████████████████████ | ETA: 0:00:01 (22.63 ms/it) Fitting LDS via EM... 63%|███████████████████████████████▌ | ETA: 0:00:01 (22.81 ms/it) Fitting LDS via EM... 68%|██████████████████████████████████ | ETA: 0:00:01 (22.66 ms/it) Fitting LDS via EM... 73%|████████████████████████████████████▌ | ETA: 0:00:01 (22.79 ms/it) Fitting LDS via EM... 78%|███████████████████████████████████████ | ETA: 0:00:00 (22.63 ms/it) Fitting LDS via EM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:00 (22.53 ms/it) Fitting LDS via EM... 88%|████████████████████████████████████████████ | ETA: 0:00:00 (22.65 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (22.57 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (22.46 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (22.65 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 66 66 1m55.7s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:78 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:68. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:94 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:84. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:117 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:109. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:158 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:161. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:195 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:198. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/GaussianLDS.jl:285 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/zrsML/test/LinearDynamicalSystems/PoissonLDS.jl:237. Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:15 ( 0.16 s/it) Fitting Poisson LDS via LaPlaceEM... 5%|██▌ | ETA: 0:00:08 (83.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:17 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:13 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:10 ( 0.12 s/it) Fitting Poisson LDS via LaPlaceEM... 17%|████████▌ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:00:08 (97.81 ms/it) Fitting Poisson LDS via LaPlaceEM... 23%|███████████▌ | ETA: 0:00:07 (94.52 ms/it) Fitting Poisson LDS via LaPlaceEM... 26%|█████████████ | ETA: 0:00:07 (88.08 ms/it) Fitting Poisson LDS via LaPlaceEM... 29%|██████████████▌ | ETA: 0:00:06 (83.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 32%|████████████████ | ETA: 0:00:05 (79.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 35%|█████████████████▌ | ETA: 0:00:05 (76.38 ms/it) Fitting Poisson LDS via LaPlaceEM... 38%|███████████████████ | ETA: 0:00:05 (73.45 ms/it) Fitting Poisson LDS via LaPlaceEM... 41%|████████████████████▌ | ETA: 0:00:04 (71.12 ms/it) Fitting Poisson LDS via LaPlaceEM... 44%|██████████████████████ | ETA: 0:00:04 (68.96 ms/it) Fitting Poisson LDS via LaPlaceEM... 47%|███████████████████████▌ | ETA: 0:00:04 (69.03 ms/it) Fitting Poisson LDS via LaPlaceEM... 50%|█████████████████████████ | ETA: 0:00:03 (67.44 ms/it) Fitting Poisson LDS via LaPlaceEM... 53%|██████████████████████████▌ | ETA: 0:00:03 (66.11 ms/it) Fitting Poisson LDS via LaPlaceEM... 55%|███████████████████████████▌ | ETA: 0:00:03 (65.79 ms/it) Fitting Poisson LDS via LaPlaceEM... 58%|█████████████████████████████ | ETA: 0:00:03 (64.60 ms/it) Fitting Poisson LDS via LaPlaceEM... 61%|██████████████████████████████▌ | ETA: 0:00:02 (64.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 64%|████████████████████████████████ | ETA: 0:00:02 (63.06 ms/it) Fitting Poisson LDS via LaPlaceEM... 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84%|██████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.13 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 97%|████████████████████████████████████████████████▌ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.14 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:13 ( 0.14 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 62 62 2m31.4s Running EM algorithm... 2%|█ | ETA: 0:02:16 ( 1.39 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:38 ( 1.01 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:03 (30.19 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 41.7s Running EM algorithm... 1%|▌ | ETA: 0:00:45 ( 0.23 s/it) Running EM algorithm... 2%|▊ | ETA: 0:00:44 ( 0.22 s/it) Running EM algorithm... 2%|█ | ETA: 0:00:42 ( 0.21 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:00:41 ( 0.21 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:40 ( 0.21 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:00:39 ( 0.20 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:38 ( 0.20 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:00:38 ( 0.20 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 ( 8.90 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 18.7s 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: 0:02:30 ( 0.76 s/it) Running EM algorithm... 2%|▊ | ETA: 0:02:28 ( 0.75 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:17 ( 0.70 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:06 ( 0.64 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:55 ( 0.59 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:45 ( 0.55 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:38 ( 0.51 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:33 ( 0.49 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:28 ( 0.46 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:24 ( 0.45 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:21 ( 0.43 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:18 ( 0.42 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:16 ( 0.41 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:13 ( 0.40 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:11 ( 0.39 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:09 ( 0.38 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:08 ( 0.37 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:07 ( 0.37 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:05 ( 0.36 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:04 ( 0.36 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:03 ( 0.35 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:07 (39.01 ms/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 29.5s Running EM algorithm... 1%|▌ | ETA: 0:01:20 ( 0.40 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:28 ( 0.45 s/it) Running EM algorithm... 2%|█ | ETA: 0:02:24 ( 0.73 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:02:13 ( 0.68 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:02:09 ( 0.66 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:02:00 ( 0.62 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:54 ( 0.60 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:49 ( 0.57 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:45 ( 0.55 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:41 ( 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: 0:01:33 ( 0.50 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:31 ( 0.49 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:29 ( 0.48 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:01:26 ( 0.47 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:01:24 ( 0.46 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:01:22 ( 0.45 s/it) Running EM algorithm... 10%|█████ | ETA: 0:01:20 ( 0.44 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:01:18 ( 0.44 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:01:16 ( 0.43 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:01:15 ( 0.42 s/it) Running EM algorithm... 12%|██████ | ETA: 0:01:13 ( 0.41 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:01:12 ( 0.41 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:01:10 ( 0.40 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:01:09 ( 0.40 s/it) Running EM algorithm... 14%|███████ | ETA: 0:01:08 ( 0.39 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:01:07 ( 0.39 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:01:06 ( 0.39 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:01:05 ( 0.38 s/it) Running EM algorithm... 16%|████████ | ETA: 0:01:04 ( 0.38 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:01:03 ( 0.38 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:01:02 ( 0.37 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:01:01 ( 0.37 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:01:00 ( 0.37 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:59 ( 0.36 s/it) Running EM algorithm... 19%|█████████▌ | ETA: 0:00:59 ( 0.36 s/it) Running EM algorithm... 20%|█████████▊ | ETA: 0:00:58 ( 0.36 s/it) Running EM algorithm... 20%|██████████ | ETA: 0:00:57 ( 0.36 s/it) Running EM algorithm... 20%|██████████▎ | ETA: 0:00:57 ( 0.36 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:14 (72.92 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 28.8s Iteration: 1, Log-likelihood: -28.261143309163003 Iteration: 2, Log-likelihood: -28.261143309163003 Convergence reached at iteration 2 Iteration: 1, Log-likelihood: -25.535663247654863 Iteration: 1, Log-likelihood: -23.303150319505576 Iteration: 1, Log-likelihood: -19.662242670217196 Iteration: 1, Log-likelihood: -14.647275867230501 Iteration: 1, Log-likelihood: -6.8507672463347955 Iteration: 1, Log-likelihood: -6.752368215509858 Iteration: 1, Log-likelihood: -6.745612717379608 Iteration: 1, Log-likelihood: -6.745434122418403 Iteration: 1, Log-likelihood: -6.745430455671204 Iteration: 1, Log-likelihood: -6.745430376862095 Iteration: 1, Log-likelihood: -1373.293390020374 Iteration: 2, Log-likelihood: -1371.1289443727633 Iteration: 3, Log-likelihood: -1369.7847571177265 Iteration: 4, Log-likelihood: -1368.870273225278 Iteration: 5, Log-likelihood: -1368.2148483144492 Iteration: 6, Log-likelihood: -1367.7265789911387 Iteration: 7, Log-likelihood: -1367.3516063490747 Iteration: 8, Log-likelihood: -1367.0564637323155 Iteration: 9, Log-likelihood: -1366.819375744721 Iteration: 10, Log-likelihood: -1366.6256305574786 Iteration: 1, Log-likelihood: -1367.8739137876585 Iteration: 1, Log-likelihood: -1367.4337809340204 Iteration: 1, Log-likelihood: -1367.1014141576716 Iteration: 1, Log-likelihood: -1366.839289737099 Iteration: 1, Log-likelihood: -1366.6279245449032 Iteration: 1, Log-likelihood: -1366.4546100619016 Iteration: 1, Log-likelihood: -1366.310487601661 Iteration: 1, Log-likelihood: -1366.1891804716831 Iteration: 1, Log-likelihood: -1366.0859905413329 Iteration: 1, Log-likelihood: -1365.9973884699448 Iteration: 1, Log-likelihood: -891.9405982370571 Iteration: 2, Log-likelihood: -891.4037332565592 Iteration: 3, Log-likelihood: -891.3165457298821 Iteration: 4, Log-likelihood: -891.2710475419158 Iteration: 5, Log-likelihood: -891.239852505793 Iteration: 6, Log-likelihood: -891.2160600182283 Iteration: 7, Log-likelihood: -891.1969803515435 Iteration: 8, Log-likelihood: -891.1813163203169 Iteration: 9, Log-likelihood: -891.1683062973763 Iteration: 10, Log-likelihood: -891.1574293400795 Iteration: 1, Log-likelihood: -892.4210455672082 Iteration: 1, Log-likelihood: -892.2221961362523 Iteration: 1, Log-likelihood: -892.1337927645935 Iteration: 1, Log-likelihood: -892.0775131554777 Iteration: 1, Log-likelihood: -892.0343875855364 Iteration: 1, Log-likelihood: -891.9978578709987 Iteration: 1, Log-likelihood: -891.9654514138931 Iteration: 1, Log-likelihood: -891.9361161731146 Iteration: 1, Log-likelihood: -891.9093128235597 Iteration: 1, Log-likelihood: -891.8847016001773 Test Summary: | Pass Total Time MixtureModels.jl Tests | 129 129 10.7s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 10.1s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 8.2s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 11.0s Test Summary: | Pass Total Time AutoRegression Tests | 4 4 0.2s [-2.009228085859723 0.06610089946657138 -1.0929092944035008 -1.7352347894794062 -6.953098035182979 0.6571682116362679 1.6161140198666621 -1.6626451512077423 0.0723338052641509 2.5403239850389703 -3.2854720499070433 0.5078080200611037 -0.9201556271346865 1.7438995630315532 1.3854406450677295 3.26011608735251 3.4442439733391392 -2.942451408653476 -0.2690383618081511 1.9912911954454824 0.040279357313832254 1.2768169049102274 0.45390405352631874 1.2189700685369709 3.001425863289767 2.8662812006535985 3.5119059823175043 -3.872374010179819 0.7251249151925268 1.7379213569853085 3.2548380706038995 2.4707073832716975 3.9398985962735873 3.3192353135538557 -3.0359491091441018 3.0052685752159296 4.486815965788315 -1.1831898098893991 -0.5726698802439862 -1.5405377584762994 2.200873666050512 -4.807957448392098 -0.6454170690813565 -2.444192590429928 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0.7668797494827702 -0.7177866283444974 1.0494428082990417 1.7201697371899178 -0.007926455957940393 -1.6752553531202299 0.14016950711091564 -1.9164870785892345 -3.032020198840086 -3.3260761632700397 -1.626500887043027 -2.328288393630253 0.4935054262750427 -0.11440806779667143 -0.6737907289915529 0.42215118388182854 -1.5859939365949771 -2.5203100222096806 -2.357490756877524 -1.8723565135691835 -2.621156905792105 -1.2880996377823422 -3.3865672090853507 0.9813179901258583 -3.591169755601176 -1.784596004781606 -7.631561326486727 -0.04782763012819058 0.6278889137331101]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 7.4s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.2s Fitting Probabilistic PCA... 2%|▌ | ETA: 0:00:35 Fitting Probabilistic PCA... 100%|███████████████████████| Time: 0:00:00 Test Summary: | Pass Total Time PPCA Tests | 23 23 10.7s Running EM algorithm... 2%|█ | ETA: 0:01:02 ( 0.63 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:55 ( 0.57 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:51 ( 0.53 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:49 ( 0.51 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:05 ( 0.69 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:01 ( 0.66 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:59 ( 0.64 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:56 ( 0.62 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:54 ( 0.60 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:53 ( 0.59 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:51 ( 0.58 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:49 ( 0.57 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:48 ( 0.56 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:47 ( 0.55 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:46 ( 0.55 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:08 (87.24 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:28 ( 0.29 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:13 ( 0.14 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:10 ( 0.10 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:09 (97.98 ms/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:07 (85.13 ms/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (11.93 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 37 37 19.5s Testing StateSpaceDynamics tests passed Testing completed after 701.78s PkgEval succeeded after 1373.5s