Package evaluation to test StateSpaceDynamics on Julia 1.11.7 (58327cce5e*) started at 2025-10-29T00:50:17.266 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.51s ################################################################################ # Installation # Installing StateSpaceDynamics... Resolving package versions... Installed StateSpaceDynamics ─ v0.2.0 Updating `~/.julia/environments/v1.11/Project.toml` [19cf8126] + StateSpaceDynamics v0.2.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [47edcb42] + ADTypes v1.18.0 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.22.0 [4c555306] + ArrayLayouts v1.12.0 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.1 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.9 [31c24e10] + Distributions v0.25.122 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.14.0 [6a86dc24] + FiniteDiff v2.29.0 ⌅ [f6369f11] + ForwardDiff v0.10.39 [34004b35] + HypergeometricFunctions v0.3.28 [92d709cd] + IrrationalConstants v0.2.6 [692b3bcd] + JLLWrappers v1.7.1 [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 v0.11.36 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.5.0 [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 v0.2.0 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.4 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.7 [4c63d2b9] + StatsFuns v1.5.2 [3a884ed6] + UnPack v1.0.2 [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 ⌅ 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/9728a739dd8ea6c0a92e22b25ddb1d0fbfd2ca95/build.log` Installation completed after 13.61s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 62.12s ################################################################################ # Testing # Testing StateSpaceDynamics Status `/tmp/jl_4BcNGt/Project.toml` [4c88cf16] Aqua v0.8.14 [336ed68f] CSV v0.10.15 [a2441757] Coverage v1.8.0 [a93c6f00] DataFrames v1.8.1 [31c24e10] Distributions v0.25.122 [e30172f5] Documenter v1.15.0 ⌅ [f6369f11] ForwardDiff v0.10.39 ⌅ [c3a54625] JET v0.9.20 [98e50ef6] JuliaFormatter v2.1.6 [23992714] MAT v0.10.7 [429524aa] Optim v1.13.2 [276daf66] SpecialFunctions v2.6.1 [860ef19b] StableRNGs v1.0.3 [19cf8126] StateSpaceDynamics v0.2.0 [4c63d2b9] StatsFuns v1.5.2 [37e2e46d] LinearAlgebra v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_4BcNGt/Manifest.toml` [47edcb42] ADTypes v1.18.0 [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] 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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 JET... 13120.9 ms ✓ JET 1 dependency successfully precompiled in 15 seconds. 33 already precompiled. Precompiling DataFrames... 87554.3 ms ✓ DataFrames 1 dependency successfully precompiled in 89 seconds. 34 already precompiled. Test Summary: | Pass Total Time Package Wide Tests | 11 11 57.5s Test Summary: | Pass Total Time Code linting using JET | 1 1 3m12.1s Test Summary: | Pass Total Time SLDS Tests | 4062 4062 2m55.4s Fitting LDS via EM... 20%|██████████ | ETA: 0:09:24 (70.55 s/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:02:22 (14.29 s/it) Fitting LDS via EM... 20%|██████████ | ETA: 0:03:28 (25.97 s/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:52 ( 5.20 s/it) Fitting LDS via EM... 15%|███████▌ | ETA: 0:00:01 ( 6.68 ms/it) Fitting LDS via EM... 30%|███████████████ | ETA: 0:00:00 ( 6.84 ms/it) Fitting LDS via EM... 46%|███████████████████████ | ETA: 0:00:00 ( 6.78 ms/it) Fitting LDS via EM... 61%|██████████████████████████████▌ | ETA: 0:00:00 ( 6.81 ms/it) Fitting LDS via EM... 75%|█████████████████████████████████████▌ | ETA: 0:00:00 ( 7.41 ms/it) Fitting LDS via EM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:00 ( 7.29 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 7.27 ms/it) Fitting LDS via EM... 6%|███ | ETA: 0:00:02 (19.20 ms/it) Fitting LDS via EM... 11%|█████▌ | ETA: 0:00:02 (22.81 ms/it) Fitting LDS via EM... 17%|████████▌ | ETA: 0:00:02 (21.69 ms/it) Fitting LDS via EM... 23%|███████████▌ | ETA: 0:00:02 (20.89 ms/it) Fitting LDS via EM... 28%|██████████████ | ETA: 0:00:02 (20.84 ms/it) Fitting LDS via EM... 34%|█████████████████ | ETA: 0:00:01 (20.59 ms/it) Fitting LDS via EM... 38%|███████████████████ | ETA: 0:00:01 (21.15 ms/it) Fitting LDS via EM... 43%|█████████████████████▌ | ETA: 0:00:01 (21.12 ms/it) Fitting LDS via EM... 49%|████████████████████████▌ | ETA: 0:00:01 (20.92 ms/it) Fitting LDS via EM... 55%|███████████████████████████▌ | ETA: 0:00:01 (20.82 ms/it) Fitting LDS via EM... 59%|█████████████████████████████▌ | ETA: 0:00:01 (21.19 ms/it) Fitting LDS via EM... 65%|████████████████████████████████▌ | ETA: 0:00:01 (20.99 ms/it) Fitting LDS via EM... 70%|███████████████████████████████████ | ETA: 0:00:01 (20.97 ms/it) Fitting LDS via EM... 76%|██████████████████████████████████████ | ETA: 0:00:00 (20.82 ms/it) Fitting LDS via EM... 81%|████████████████████████████████████████▌ | ETA: 0:00:00 (21.01 ms/it) Fitting LDS via EM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:00 (20.93 ms/it) Fitting LDS via EM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:00 (20.79 ms/it) Fitting LDS via EM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 (20.76 ms/it) Fitting LDS via EM... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (20.76 ms/it) Test Summary: | Pass Total Time GaussianLDS Tests | 96 96 6m01.0s WARNING: Method definition test_Gradient() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:320 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:290. WARNING: Method definition test_Hessian() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:335 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:306. WARNING: Method definition test_smooth() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:358 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:331. WARNING: Method definition test_initial_observation_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:399 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:383. WARNING: Method definition test_initial_observation_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:399 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:383. WARNING: Method definition test_state_model_parameter_updates() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:436 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:420. WARNING: Method definition test_state_model_parameter_updates(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:436 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:420. WARNING: Method definition test_EM() in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:526 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:459. WARNING: Method definition test_EM(Int64) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/GaussianLDS.jl:526 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/LinearDynamicalSystems/PoissonLDS.jl:459. Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:02:39 (19.93 s/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:01:00 (10.00 s/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:27 ( 6.69 s/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:10 ( 5.04 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:40 ( 4.05 s/it) Fitting Poisson LDS via LaPlaceEM... 20%|██████████ | ETA: 0:02:07 (15.85 s/it) Fitting Poisson LDS via LaPlaceEM... 40%|████████████████████ | ETA: 0:00:48 ( 7.96 s/it) Fitting Poisson LDS via LaPlaceEM... 60%|██████████████████████████████ | ETA: 0:00:21 ( 5.33 s/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:14 ( 4.59 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:04 ( 3.59 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:32 ( 3.24 s/it) Fitting Poisson LDS via LaPlaceEM... 2%|█ | ETA: 0:00:11 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 3%|█▌ | ETA: 0:00:10 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 4%|██ | ETA: 0:00:11 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 6%|███ | ETA: 0:00:10 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 8%|████ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 9%|████▌ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 10%|█████ | ETA: 0:00:09 ( 0.10 s/it) Fitting Poisson LDS via LaPlaceEM... 11%|█████▌ | ETA: 0:00:10 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 12%|██████ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 14%|███████ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 15%|███████▌ | ETA: 0:00:09 ( 0.11 s/it) Fitting Poisson LDS via LaPlaceEM... 16%|████████ | ETA: 0:00:09 ( 0.11 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0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 65%|████████████████████████████████▌ | ETA: 0:00:06 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 66%|█████████████████████████████████ | ETA: 0:00:06 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 67%|█████████████████████████████████▌ | ETA: 0:00:06 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 68%|██████████████████████████████████ | ETA: 0:00:06 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 69%|██████████████████████████████████▌ | ETA: 0:00:06 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 70%|███████████████████████████████████ | ETA: 0:00:06 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 71%|███████████████████████████████████▌ | ETA: 0:00:05 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 72%|████████████████████████████████████ | ETA: 0:00:05 ( 0.19 s/it) Fitting Poisson LDS via LaPlaceEM... 73%|████████████████████████████████████▌ | ETA: 0:00:05 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 74%|█████████████████████████████████████ | ETA: 0:00:05 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 75%|█████████████████████████████████████▌ | ETA: 0:00:05 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 76%|██████████████████████████████████████ | ETA: 0:00:04 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 77%|██████████████████████████████████████▌ | ETA: 0:00:04 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 78%|███████████████████████████████████████ | ETA: 0:00:04 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 79%|███████████████████████████████████████▌ | ETA: 0:00:04 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 80%|████████████████████████████████████████ | ETA: 0:00:04 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 81%|████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 82%|█████████████████████████████████████████ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 83%|█████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 84%|██████████████████████████████████████████ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 85%|██████████████████████████████████████████▌ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 86%|███████████████████████████████████████████ | ETA: 0:00:03 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 87%|███████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 88%|████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 89%|████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 90%|█████████████████████████████████████████████ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 91%|█████████████████████████████████████████████▌ | ETA: 0:00:02 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 92%|██████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 93%|██████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 94%|███████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 95%|███████████████████████████████████████████████▌ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 96%|████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 98%|█████████████████████████████████████████████████ | ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.18 s/it) Fitting Poisson LDS via LaPlaceEM... 100%|██████████████████████████████████████████████████| Time: 0:00:17 ( 0.18 s/it) Test Summary: | Pass Total Time PoissonLDS Tests | 87 87 3m59.7s Running EM algorithm... 2%|█ | ETA: 0:02:39 ( 1.63 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:53 ( 1.17 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:31 ( 0.95 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:17 ( 0.81 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:07 ( 0.72 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:00 ( 0.65 s/it) Running EM algorithm... 8%|████ | ETA: 0:00:55 ( 0.60 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:51 ( 0.56 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:05 (50.18 ms/it) Test Summary: | Pass Total Time GaussianHMM Tests | 32 32 1m21.5s Running EM algorithm... 2%|█ | ETA: 0:00:35 ( 0.36 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:11 ( 0.12 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:00 ( 8.19 ms/it) Test Summary: | Pass Broken Total Time Switching Gaussian Regression Tests | 10 2 12 32.0s WARNING: Method definition sample_states(Any, Any, Any) in module Main at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/HiddenMarkovModels/SwitchingGaussianRegression.jl:197 overwritten at /home/pkgeval/.julia/packages/StateSpaceDynamics/roLwD/test/HiddenMarkovModels/SwitchingPoissonRegression.jl:139. 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98%|████████████████████████████████████████████████▊ | ETA: 0:00:01 ( 0.17 s/it) Running EM algorithm... 98%|█████████████████████████████████████████████████ | ETA: 0:00:01 ( 0.17 s/it) Running EM algorithm... 98%|█████████████████████████████████████████████████▎| ETA: 0:00:01 ( 0.17 s/it) Running EM algorithm... 99%|█████████████████████████████████████████████████▌| ETA: 0:00:00 ( 0.17 s/it) Running EM algorithm... 99%|█████████████████████████████████████████████████▊| ETA: 0:00:00 ( 0.17 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:33 ( 0.17 s/it) Test Summary: | Pass Total Time Switching Poisson Regression Tests | 7 7 1m00.6s Running EM algorithm... 1%|▌ | ETA: 0:00:59 ( 0.30 s/it) Running EM algorithm... 2%|▊ | ETA: 0:01:06 ( 0.34 s/it) Running EM algorithm... 2%|█ | ETA: 0:01:09 ( 0.35 s/it) Running EM algorithm... 2%|█▎ | ETA: 0:01:10 ( 0.36 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:01:09 ( 0.36 s/it) Running EM algorithm... 4%|█▊ | ETA: 0:01:08 ( 0.35 s/it) Running EM algorithm... 4%|██ | ETA: 0:01:08 ( 0.36 s/it) Running EM algorithm... 4%|██▎ | ETA: 0:01:07 ( 0.35 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:01:06 ( 0.35 s/it) Running EM algorithm... 6%|██▊ | ETA: 0:01:05 ( 0.34 s/it) Running EM algorithm... 6%|███ | ETA: 0:01:04 ( 0.34 s/it) Running EM algorithm... 6%|███▎ | ETA: 0:01:03 ( 0.34 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:01:02 ( 0.33 s/it) Running EM algorithm... 8%|███▊ | ETA: 0:01:01 ( 0.33 s/it) Running EM algorithm... 8%|████ | ETA: 0:01:00 ( 0.33 s/it) Running EM algorithm... 8%|████▎ | ETA: 0:00:59 ( 0.32 s/it) Running EM algorithm... 9%|████▌ | ETA: 0:00:59 ( 0.32 s/it) Running EM algorithm... 10%|████▊ | ETA: 0:00:58 ( 0.32 s/it) Running EM algorithm... 10%|█████ | ETA: 0:00:57 ( 0.32 s/it) Running EM algorithm... 10%|█████▎ | ETA: 0:00:57 ( 0.32 s/it) Running EM algorithm... 11%|█████▌ | ETA: 0:00:56 ( 0.31 s/it) Running EM algorithm... 12%|█████▊ | ETA: 0:00:55 ( 0.31 s/it) Running EM algorithm... 12%|██████ | ETA: 0:00:53 ( 0.30 s/it) Running EM algorithm... 12%|██████▎ | ETA: 0:00:52 ( 0.30 s/it) Running EM algorithm... 13%|██████▌ | ETA: 0:00:51 ( 0.30 s/it) Running EM algorithm... 14%|██████▊ | ETA: 0:00:50 ( 0.29 s/it) Running EM algorithm... 14%|███████ | ETA: 0:00:49 ( 0.29 s/it) Running EM algorithm... 14%|███████▎ | ETA: 0:00:49 ( 0.28 s/it) Running EM algorithm... 15%|███████▌ | ETA: 0:00:48 ( 0.28 s/it) Running EM algorithm... 16%|███████▊ | ETA: 0:00:47 ( 0.28 s/it) Running EM algorithm... 16%|████████ | ETA: 0:00:46 ( 0.27 s/it) Running EM algorithm... 16%|████████▎ | ETA: 0:00:45 ( 0.27 s/it) Running EM algorithm... 17%|████████▌ | ETA: 0:00:44 ( 0.27 s/it) Running EM algorithm... 18%|████████▊ | ETA: 0:00:44 ( 0.26 s/it) Running EM algorithm... 18%|█████████ | ETA: 0:00:43 ( 0.26 s/it) Running EM algorithm... 18%|█████████▎ | ETA: 0:00:42 ( 0.26 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:09 (48.09 ms/it) Test Summary: | Pass Total Time Switching Bernoulli Regression Tests | 8 8 48.1s Iteration 1: Log-likelihood = -296.57193391004614 Iteration 2: Log-likelihood = -295.8774499395922 Iteration 3: Log-likelihood = -295.5098218526141 Iteration 4: Log-likelihood = -295.19749161916934 Iteration 5: Log-likelihood = -294.859490364322 Iteration 6: Log-likelihood = -294.47134926862475 Iteration 7: Log-likelihood = -294.0591134085872 Iteration 8: Log-likelihood = -293.6446693222994 Iteration 9: Log-likelihood = -293.1613541436382 Iteration 10: Log-likelihood = -292.4423083093926 Iteration 1: Log-likelihood = -296.7435317438882 Iteration 1: Log-likelihood = -296.3221978404976 Iteration 1: Log-likelihood = -296.0424387970529 Iteration 1: Log-likelihood = -295.79859023997074 Iteration 1: Log-likelihood = -295.57351551857226 Iteration 1: Log-likelihood = -295.367252074606 Iteration 1: Log-likelihood = -295.18322630448864 Iteration 1: Log-likelihood = -295.02363205441156 Iteration 1: Log-likelihood = -294.8888679296671 Iteration 1: Log-likelihood = -294.77812761790534 Iteration 1: Log-likelihood = -1550.654898648904 Iteration 2: Log-likelihood = -1550.1045815827156 Iteration 3: Log-likelihood = -1549.969542693508 Iteration 4: Log-likelihood = -1549.8916481510355 Iteration 5: Log-likelihood = -1549.830345734748 Iteration 6: Log-likelihood = -1549.7787881400384 Iteration 7: Log-likelihood = -1549.734625740122 Iteration 8: Log-likelihood = -1549.696427149863 Iteration 9: Log-likelihood = -1549.6631308836093 Iteration 10: Log-likelihood = -1549.6339087668985 Iteration 1: Log-likelihood = -1556.758242776293 Iteration 1: Log-likelihood = -1554.520075687348 Iteration 1: Log-likelihood = -1553.2431786399077 Iteration 1: Log-likelihood = -1552.4343281340718 Iteration 1: Log-likelihood = -1551.8844792193618 Iteration 1: Log-likelihood = -1551.4908329288032 Iteration 1: Log-likelihood = -1551.1976030339608 Iteration 1: Log-likelihood = -1550.972198520506 Iteration 1: Log-likelihood = -1550.7944502148569 Iteration 1: Log-likelihood = -1550.6512845433929 Iteration 1: Log-likelihood = -1045.9171788658853 Iteration 2: Log-likelihood = -1045.9171788658853 Converged at iteration 2 Iteration 1: Log-likelihood = -913.5769610029723 Iteration 1: Log-likelihood = -912.7225194356774 Iteration 1: Log-likelihood = -912.4410483348548 Iteration 1: Log-likelihood = -912.3261225432008 Iteration 1: Log-likelihood = -912.2650799086274 Iteration 1: Log-likelihood = -912.224018286065 Iteration 1: Log-likelihood = -912.1921427456705 Iteration 1: Log-likelihood = -912.1657584003596 Iteration 1: Log-likelihood = -912.1434021023516 Iteration 1: Log-likelihood = -912.1243309730463 Test Summary: | Pass Total Time MixtureModels.jl Tests | 137 137 0.2s Test Summary: | Pass Total Time GaussianRegression Tests | 27 27 21.2s Test Summary: | Pass Total Time BernoulliRegression Tests | 24 24 20.8s Test Summary: | Pass Broken Total Time PoissonRegression Tests | 22 2 24 32.2s Test Summary: | Pass Total Time AutoRegression Tests | 6 6 0.2s [-2.494867955816193 -2.6504878738630966 -7.33363616867087 5.1988917528277705 4.083274954546157 5.768771858384375 -11.294897321116768 -3.15346622786129 -6.0350872472529105 -4.375416391793658 2.3975673025131004 -3.458824428542978 0.37187380497975475 1.1498647168495442 4.654700362431295 3.00783719386618 5.896351051663243 4.572402052892598 1.7419550961397625 3.197943279291907 3.918615117336618 3.113389452350883 3.863219958177698 2.5319873927619136 -7.651496538865039 -3.844453112417995 2.46816771378556 0.6536848138230849 8.322428887693528 3.811078293636577 4.471690909956504 4.882399129566551 5.332150760817597 2.818907931530788 -1.626507161299338 0.2234214397493297 2.79538426487142 3.4201144177887226 3.7981847575112453 2.292938759364332 8.850550121973034 -0.43699157830687463 3.1884738772256935 -0.010733016311584298 6.00995614160381 9.652499076944986 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5.273801956134696 -5.0878658066135625 1.2418212800032522 5.903708040952019 0.9979722441823607]Test Summary: | Pass Total Time AutoRegressive HMM Tests | 10 10 23.8s Test Summary: | Pass Total Time Utilities.jl Tests | 76 76 7.5s Test Summary: | Pass Total Time PPCA Tests | 20 20 29.4s Running EM algorithm... 2%|█ | ETA: 0:00:24 ( 0.25 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:25 ( 0.26 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:24 ( 0.25 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:28 ( 0.29 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:27 ( 0.28 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:37 ( 0.40 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:02 (27.91 ms/it) Running EM algorithm... 2%|█ | ETA: 0:00:24 ( 0.24 s/it) Running EM algorithm... 3%|█▌ | ETA: 0:00:23 ( 0.23 s/it) Running EM algorithm... 4%|██ | ETA: 0:00:22 ( 0.23 s/it) Running EM algorithm... 5%|██▌ | ETA: 0:00:23 ( 0.24 s/it) Running EM algorithm... 6%|███ | ETA: 0:00:22 ( 0.24 s/it) Running EM algorithm... 7%|███▌ | ETA: 0:00:22 ( 0.24 s/it) Running EM algorithm... 100%|██████████████████████████████████████████████████| Time: 0:00:01 (16.53 ms/it) Test Summary: | Pass Total Time Viterbi and Class Probability Tests | 307 307 13.9s Testing StateSpaceDynamics tests passed Testing completed after 1545.49s PkgEval succeeded after 1656.83s