Package evaluation to test LaplaceRedux on Julia 1.13.0-DEV.1290 (92af0d8cdf*) started at 2025-10-09T21:41:20.272 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.78s ################################################################################ # Installation # Installing LaplaceRedux... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [c52c1a26] + LaplaceRedux v1.2.0 Updating `~/.julia/environments/v1.13/Manifest.toml` [621f4979] + AbstractFFTs v1.5.0 [7d9f7c33] + Accessors v0.1.42 [79e6a3ab] + Adapt v4.4.0 [66dad0bd] + AliasTables v1.1.3 [dce04be8] + ArgCheck v2.5.0 [a9b6321e] + Atomix v1.1.2 [198e06fe] + BangBang v0.4.4 [9718e550] + Baselet v0.1.1 [fa961155] + CEnum v0.5.0 ⌅ [324d7699] + CategoricalArrays v0.10.8 ⌅ [af321ab8] + CategoricalDistributions v0.1.15 [082447d4] + ChainRules v1.72.6 [d360d2e6] + ChainRulesCore v1.26.0 [3da002f7] + ColorTypes v0.12.1 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.18.1 [a33af91c] + CompositionsBase v0.1.2 [ed09eef8] + ComputationalResources v0.3.2 [187b0558] + ConstructionBase v1.6.0 [6add18c4] + ContextVariablesX v0.1.3 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.19.1 [e2d170a0] + DataValueInterfaces v1.0.0 [244e2a9f] + DefineSingletons v0.1.2 [8bb1440f] + 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LogExpFunctions v0.3.29 [c2834f40] + MLCore v1.0.0 ⌃ [7e8f7934] + MLDataDevices v1.5.3 [a7f614a8] + MLJBase v1.9.0 [e80e1ace] + MLJModelInterface v1.12.0 [d8e11817] + MLStyle v0.4.17 [f1d291b0] + MLUtils v0.4.8 [1914dd2f] + MacroTools v0.5.16 [128add7d] + MicroCollections v0.2.0 [e1d29d7a] + Missings v1.2.0 [872c559c] + NNlib v0.9.31 [77ba4419] + NaNMath v1.1.3 [71a1bf82] + NameResolution v0.1.5 [0b1bfda6] + OneHotArrays v0.2.10 ⌅ [3bd65402] + Optimisers v0.3.4 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [d96e819e] + Parameters v0.12.3 [aea7be01] + PrecompileTools v1.3.3 [21216c6a] + Preferences v1.5.0 [8162dcfd] + PrettyPrint v0.2.0 ⌅ [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.5 [92933f4c] + ProgressMeter v1.11.0 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [c1ae055f] + RealDot v0.1.0 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.1 [30f210dd] + ScientificTypesBase v3.0.0 [7e506255] + ScopedValues v1.5.0 [efcf1570] + Setfield v1.1.2 [605ecd9f] + ShowCases v0.1.0 [699a6c99] + SimpleTraits v0.9.5 [a2af1166] + SortingAlgorithms v1.2.2 [dc90abb0] + SparseInverseSubset v0.1.2 [276daf66] + SpecialFunctions v2.6.1 [171d559e] + SplittablesBase v0.1.15 [90137ffa] + StaticArrays v1.9.15 [1e83bf80] + StaticArraysCore v1.4.3 [c062fc1d] + StatisticalMeasuresBase v0.1.3 [64bff920] + StatisticalTraits v3.5.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.6 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [09ab397b] + StructArrays v0.7.1 [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [28d57a85] + Transducers v0.4.85 [bc48ee85] + Tullio v0.3.8 [3a884ed6] + UnPack v1.0.2 [013be700] + UnsafeAtomics v0.3.0 ⌅ [e88e6eb3] + Zygote v0.6.77 [700de1a5] + ZygoteRules v0.2.7 [dad2f222] + LLVMExtra_jll v0.0.38+0 [efe28fd5] + OpenSpecFun_jll 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v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.16.0+0 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.9.9 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.7+0 [458c3c95] + OpenSSL_jll v3.5.4+0 [efcefdf7] + PCRE2_jll v10.46.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [3161d3a3] + Zstd_jll v1.5.7+1 [8e850b90] + libblastrampoline_jll v5.15.0+0 [8e850ede] + nghttp2_jll v1.67.1+0 [3f19e933] + p7zip_jll v17.6.0+0 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 7.05s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Warning: Could not use exact versions of packages in manifest, re-resolving └ @ TestEnv ~/.julia/packages/TestEnv/nGMfF/src/julia-1.11/activate_set.jl:76 Precompiling package dependencies... Precompilation completed after 39.71s ################################################################################ # Testing # Testing LaplaceRedux Test Could not use exact versions of packages in manifest, re-resolving. Note: if you do not check your manifest file into source control, then you can probably ignore this message. However, if you do check your manifest file into source control, then you probably want to pass the `allow_reresolve = false` kwarg when calling the `Pkg.test` function. Updating `/tmp/jl_HZEkq2/Project.toml` [4c88cf16] + Aqua v0.8.14 [336ed68f] + CSV v0.10.15 [a93c6f00] + DataFrames v1.8.0 [682c06a0] + JSON v1.0.1 [c52c1a26] + LaplaceRedux v1.2.0 [72560011] + MLJTestInterface v0.2.9 [91a5bcdd] + Plots v1.41.1 [860ef19b] + StableRNGs v1.0.3 ⌃ [a19d573c] + StatisticalMeasures v0.2.1 [9d524318] + TaijaData v1.1.7 [592b5752] + Trapz v2.0.3 Updating `/tmp/jl_HZEkq2/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [4c88cf16] + Aqua v0.8.14 [7d9fca2a] + Arpack v0.5.4 [a963bdd2] + AtomsBase v0.5.2 ⌅ [ab4f0b2a] + BFloat16s v0.5.1 [d1d4a3ce] + BitFlags v0.1.9 [e1450e63] + BufferedStreams v1.2.2 [336ed68f] + CSV v0.10.15 ⌅ [324d7699] ↓ CategoricalArrays v0.10.8 ⇒ v0.10.7 [46823bd8] + Chemfiles v0.10.43 [944b1d66] + CodecZlib v0.7.8 [35d6a980] + ColorSchemes v3.31.0 [c3611d14] + ColorVectorSpace v0.11.0 [5ae59095] + Colors v0.13.1 [861a8166] + Combinatorics v1.0.3 [f0e56b4a] + ConcurrentUtilities v2.5.0 [d38c429a] + Contour v0.6.3 ⌃ [2f13d31b] + 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_HZEkq2/Project.toml` [4c88cf16] Aqua v0.8.14 [336ed68f] CSV v0.10.15 [a93c6f00] DataFrames v1.8.0 [8bb1440f] DelimitedFiles v1.9.1 [31c24e10] Distributions v0.25.122 ⌅ [587475ba] Flux v0.14.25 [682c06a0] JSON v1.0.1 [c52c1a26] LaplaceRedux v1.2.0 [a7f614a8] MLJBase v1.9.0 [e80e1ace] MLJModelInterface v1.12.0 [72560011] MLJTestInterface v0.2.9 [f1d291b0] MLUtils v0.4.8 [91a5bcdd] Plots v1.41.1 [860ef19b] StableRNGs v1.0.3 ⌃ [a19d573c] StatisticalMeasures v0.2.1 [10745b16] Statistics v1.11.1 [9d524318] TaijaData v1.1.7 [592b5752] Trapz v2.0.3 [bc48ee85] Tullio v0.3.8 ⌅ [e88e6eb3] Zygote v0.6.77 [37e2e46d] LinearAlgebra v1.13.0 [9a3f8284] Random v1.11.0 [9e88b42a] Serialization v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_HZEkq2/Manifest.toml` [621f4979] AbstractFFTs v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.4.0 [66dad0bd] AliasTables v1.1.3 [4c88cf16] Aqua 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Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... ┌ Error: Unexpected error: /tmp/jl_CN4PiV05EB/done.log was not created, but precompilation exited └ @ Aqua ~/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:118 Persistent tasks: Test Failed at /home/pkgeval/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:38 Expression: !(has_persistent_tasks(package; kwargs...)) Evaluated: !(has_persistent_tasks(Base.PkgId(Base.UUID("c52c1a26-f7c5-402b-80be-ba1e638ad478"), "LaplaceRedux"))) Stacktrace: [1] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:753 [inlined] [2] test_persistent_tasks(package::Base.PkgId; broken::Bool, kwargs::@Kwargs{}) @ Aqua ~/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:38 [3] test_persistent_tasks @ ~/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:34 [inlined] [4] #test_persistent_tasks#57 @ ~/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:43 [inlined] [5] test_persistent_tasks @ ~/.julia/packages/Aqua/MCcFg/src/persistent_tasks.jl:42 [inlined] [6] macro expansion @ ~/.julia/packages/Aqua/MCcFg/src/Aqua.jl:109 [inlined] [7] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [8] test_all(testtarget::Module; ambiguities::Bool, unbound_args::Bool, undefined_exports::Bool, project_extras::Bool, stale_deps::Bool, deps_compat::Bool, piracies::Bool, persistent_tasks::Bool, undocumented_names::Bool) @ Aqua ~/.julia/packages/Aqua/MCcFg/src/Aqua.jl:109 Training networks. Running workflows. [ Info: Running workflow for: (regression, 0, GGN, all) [ Info: Running workflow for: (regression, 0, EmpiricalFisher, all) [ Info: Running workflow for: (regression, 32, GGN, all) [ Info: Running workflow for: (regression, 32, EmpiricalFisher, all) [ Info: Running workflow for: (regression, 0, GGN, last_layer) [ Info: Running workflow for: (regression, 0, EmpiricalFisher, last_layer) [ Info: Running workflow for: (regression, 32, GGN, last_layer) [ Info: Running workflow for: (regression, 32, EmpiricalFisher, last_layer) [ Info: Running workflow for: (regression, 0, GGN, subnetwork) [ Info: Running workflow for: (regression, 0, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (regression, 32, GGN, subnetwork) [ Info: Running workflow for: (regression, 32, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_multi, 0, GGN, all) [ Info: Running workflow for: (classification_multi, 0, EmpiricalFisher, all) [ Info: Running workflow for: (classification_multi, 32, GGN, all) [ Info: Running workflow for: (classification_multi, 32, EmpiricalFisher, all) [ Info: Running workflow for: (classification_multi, 0, GGN, last_layer) [ Info: Running workflow for: (classification_multi, 0, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_multi, 32, GGN, last_layer) [ Info: Running workflow for: (classification_multi, 32, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_multi, 0, GGN, subnetwork) [ Info: Running workflow for: (classification_multi, 0, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_multi, 32, GGN, subnetwork) [ Info: Running workflow for: (classification_multi, 32, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_binary, 0, GGN, all) [ Info: Running workflow for: (classification_binary, 0, EmpiricalFisher, all) [ Info: Running workflow for: (classification_binary, 32, GGN, all) [ Info: Running workflow for: (classification_binary, 32, EmpiricalFisher, all) [ Info: Running workflow for: (classification_binary, 0, GGN, last_layer) [ Info: Running workflow for: (classification_binary, 0, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_binary, 32, GGN, last_layer) [ Info: Running workflow for: (classification_binary, 32, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_binary, 0, GGN, subnetwork) [ Info: Running workflow for: (classification_binary, 0, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_binary, 32, GGN, subnetwork) [ Info: Running workflow for: (classification_binary, 32, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (regression, GGN, all) [ Info: Running workflow for: (classification_multi, GGN, all) [ Info: Running workflow for: (classification_binary, GGN, all) [ Info: Running workflow for: (regression, EmpiricalFisher, all) [ Info: Running workflow for: (classification_multi, EmpiricalFisher, all) [ Info: Running workflow for: (classification_binary, EmpiricalFisher, all) [ Info: Running workflow for: (regression, GGN, last_layer) [ Info: Running workflow for: (classification_multi, GGN, last_layer) [ Info: Running workflow for: (classification_binary, GGN, last_layer) [ Info: Running workflow for: (regression, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_multi, EmpiricalFisher, last_layer) [ Info: Running workflow for: (classification_binary, EmpiricalFisher, last_layer) [ Info: Running workflow for: (regression, GGN, subnetwork) [ Info: Running workflow for: (classification_multi, GGN, subnetwork) [ Info: Running workflow for: (classification_binary, GGN, subnetwork) [ Info: Running workflow for: (regression, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_multi, EmpiricalFisher, subnetwork) [ Info: Running workflow for: (classification_binary, EmpiricalFisher, subnetwork) [ Info: testing sharpness_regression with distributions [ Info: testing empirical_frequency_regression with distributions [ Info: testing sharpness_classification with distributions [ Info: testing empirical_frequency_classification with distributions [ Info: testing sigma scaling technique LA - full weights - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:30 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:31 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:31 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - full weights - full hessian - empfisher: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:45 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:46 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:46 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - last layer - full hessian - empfisher: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:60 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:61 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:61 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - last layer - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:77 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:78 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:78 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - subnetwork - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:94 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:95 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:95 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - subnetwork - full hessian - empfisher: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:117 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:118 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:118 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - full weights - kron - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:140 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:141 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:141 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - last layer - kron - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:153 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:16 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:154 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:154 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - full weights - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:181 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:170 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:182 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:182 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - last layer - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:194 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:170 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:195 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:195 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 LA - subnetwork - full hessian - ggn: Error During Test at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:207 Got exception outside of a @test UndefVarError: `Laplace` not defined in `Main` Hint: It looks like two or more modules export different bindings with this name, resulting in ambiguity. Try explicitly importing it from a particular module, or qualifying the name with the module it should come from. Hint: a global variable of this name also exists in Distributions. Hint: a global variable of this name also exists in LaplaceRedux. Stacktrace: [1] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:13 [2] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [3] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:170 [inlined] [4] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [5] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:208 [inlined] [6] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [7] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/pytorch_comparison.jl:208 [inlined] [8] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [9] top-level scope @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:7 [10] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [11] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [12] macro expansion @ /opt/julia/share/julia/stdlib/v1.13/Test/src/Test.jl:1954 [inlined] [13] macro expansion @ ~/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:26 [inlined] [14] include(mapexpr::Function, mod::Module, _path::String) @ Base ./Base.jl:310 [15] top-level scope @ none:6 [16] eval(m::Module, e::Any) @ Core ./boot.jl:489 [17] exec_options(opts::Base.JLOptions) @ Base ./client.jl:310 [18] _start() @ Base ./client.jl:577 [ Info: testing interface for LaplaceRegressor ┌ Warning: Layer with Float32 parameters got Float64 input. │ The input will be converted, but any earlier layers may be very slow. │ layer = Dense(4 => 10, relu) # 50 parameters │ summary(x) = "4×32 Matrix{Float64}" └ @ Flux ~/.julia/packages/Flux/vwk6M/src/layers/stateless.jl:59 The number of epochs inserted is lower than the number of epochs already been trained. No update is necessary updating only the laplace optimization part [ Info: Training machine(LaplaceRegressor(model = nothing, …), …). ┌ Warning: Warning: no Flux model has been provided in the model. LaplaceRedux will use a standard MLP with 2 hidden layers with 20 neurons each and input and output layers compatible with the dataset. └ @ LaplaceRedux ~/.julia/packages/LaplaceRedux/1bSKz/src/direct_mlj.jl:161 [ Info: Iteration 10: P₀=0.9144887135231348, σ=0.9467664293430096 loss(exp.(logP₀), exp.(logσ)) = 242.01843465142676 Log likelihood: -177.00505004032834 Log det ratio: 87.13564746074164 Scatter: 42.89112176145518 [ Info: Iteration 20: P₀=0.9290595392332098, σ=0.9600626582851468 loss(exp.(logP₀), exp.(logσ)) = 241.9788260827193 Log likelihood: -176.9641698281087 Log det ratio: 86.45479351119648 Scatter: 43.57451899802475 [ Info: Iteration 30: P₀=0.9300540110176235, σ=0.9673416877540004 loss(exp.(logP₀), exp.(logσ)) = 241.97809284702487 Log likelihood: -176.96308621550304 Log det ratio: 86.40885179719743 Scatter: 43.621161465846235 [ Info: Iteration 40: P₀=0.9264747863252475, σ=0.9703884442471704 loss(exp.(logP₀), exp.(logσ)) = 241.98082770917603 Log likelihood: -176.96692614492775 Log det ratio: 86.57451356726995 Scatter: 43.45328956122658 [ Info: Iteration 50: P₀=0.9230238956294557, σ=0.9667569442432383 loss(exp.(logP₀), exp.(logσ)) = 241.97588288944354 Log likelihood: -176.96263569860065 Log det ratio: 86.73505763595043 Scatter: 43.29143674573534 [ Info: Iteration 60: P₀=0.9201852981324431, σ=0.9621729947140737 loss(exp.(logP₀), exp.(logσ)) = 241.97535972300142 Log likelihood: -176.96234581707435 Log det ratio: 86.86772625857743 Scatter: 43.158301553276736 [ Info: Iteration 70: P₀=0.9183179523692447, σ=0.9640796077651245 loss(exp.(logP₀), exp.(logσ)) = 241.9747755675275 Log likelihood: -176.96176399425752 Log det ratio: 86.95530337892738 Scatter: 43.07071976761258 [ Info: Iteration 80: P₀=0.9180956128776578, σ=0.9649190820546588 loss(exp.(logP₀), exp.(logσ)) = 241.9748453483687 Log likelihood: -176.96182602951654 Log det ratio: 86.96574698152163 Scatter: 43.06029165618264 [ Info: Iteration 90: P₀=0.9190913814558013, σ=0.9637072012105546 loss(exp.(logP₀), exp.(logσ)) = 241.97479654734883 Log likelihood: -176.96179860623954 Log det ratio: 86.91900093631811 Scatter: 43.106994945900496 [ Info: Iteration 100: P₀=0.9196137978338789, σ=0.9645524340003402 loss(exp.(logP₀), exp.(logσ)) = 241.97477552280353 Log likelihood: -176.9617751033918 Log det ratio: 86.89450365013859 Scatter: 43.131497188684854 [ Info: Updating machine(LaplaceRegressor(model = Chain(Dense(4 => 20, relu), Dense(20 => 20, relu), Dense(20 => 20, relu), Dense(20 => 1)), …), …). Epoch 100: Loss: 99.41081014316104 [ Info: Iteration 10: P₀=1.1046258148010974, σ=0.922258379392544 loss(exp.(logP₀), exp.(logσ)) = 368.81700293421875 Log likelihood: -165.43543930505925 Log det ratio: 315.5173703998267 Scatter: 91.24575685849233 [ Info: Iteration 20: P₀=1.0909520656665994, σ=0.9005940579735774 loss(exp.(logP₀), exp.(logσ)) = 368.5944767008729 Log likelihood: -165.2250799983187 Log det ratio: 316.62253358729055 Scatter: 90.11625981781789 [ Info: Iteration 30: P₀=1.08525471268374, σ=0.8729411607773824 loss(exp.(logP₀), exp.(logσ)) = 368.5258564746597 Log likelihood: -165.15929327670915 Log det ratio: 317.0874868352285 Scatter: 89.64563956067262 [ Info: Iteration 40: P₀=1.083529405261776, σ=0.8691946208926713 loss(exp.(logP₀), exp.(logσ)) = 368.53565945780394 Log likelihood: -165.16969143151147 Log det ratio: 317.22881260861107 Scatter: 89.50312344397385 [ Info: Iteration 50: P₀=1.081118761991682, σ=0.873397578448968 loss(exp.(logP₀), exp.(logσ)) = 368.52370021337697 Log likelihood: -165.15835784311443 Log det ratio: 317.4266884278822 Scatter: 89.3039963126428 [ Info: Iteration 60: P₀=1.0769571211397826, σ=0.8764355419697809 loss(exp.(logP₀), exp.(logσ)) = 368.5187700247212 Log likelihood: -165.15393987375265 Log det ratio: 317.76942932975317 Scatter: 88.9602309721839 [ Info: Iteration 70: P₀=1.074401803149414, σ=0.877713099231518 loss(exp.(logP₀), exp.(logσ)) = 368.5178867556972 Log likelihood: -165.15301269210156 Log det ratio: 317.9805948981862 Scatter: 88.74915322900507 [ Info: Iteration 80: P₀=1.075721065232131, σ=0.8781889613393796 loss(exp.(logP₀), exp.(logσ)) = 368.51762413797564 Log likelihood: -165.15280691417604 Log det ratio: 317.87150579395785 Scatter: 88.8581286536414 [ Info: Iteration 90: P₀=1.0767689480335096, σ=0.8784631997578137 loss(exp.(logP₀), exp.(logσ)) = 368.51754666083696 Log likelihood: -165.15272260337116 Log det ratio: 317.7849608655833 Scatter: 88.94468724934833 [ Info: Iteration 100: P₀=1.0758143636731667, σ=0.8787607812600017 loss(exp.(logP₀), exp.(logσ)) = 368.5174753830296 Log likelihood: -165.15265941549694 Log det ratio: 317.8637965206802 Scatter: 88.86583541438515 ┌ Warning: Warning: no Flux model has been provided in the model. LaplaceRedux will use a standard MLP with 2 hidden layers with 20 neurons each and input and output layers compatible with the dataset. └ @ LaplaceRedux ~/.julia/packages/LaplaceRedux/1bSKz/src/direct_mlj.jl:161 [ Info: testing interface for LaplaceClassifier The number of epochs inserted is lower than the number of epochs already been trained. No update is necessary updating only the laplace optimization part Test Summary: | Pass Fail Error Total Time LaplaceRedux.jl | 131 1 11 143 32m54.3s Aqua.jl | 10 1 11 7m23.6s Unbound type parameters | 1 1 0.1s Undefined exports | 1 1 0.0s Compare Project.toml and test/Project.toml | 1 1 0.4s Stale dependencies | 1 1 2m30.6s Compat bounds | 4 4 0.7s Piracy | 1 1 0.9s Persistent tasks | 1 1 2m01.6s Data | 18 18 7.2s Curvature | 0 3.5s Laplace | 51 51 9m57.3s Calibration Plots | 24 24 42.3s PyTorch Comparisons | 11 11 1m25.3s Pytorch Hessian Comparisons | 11 11 1m03.4s Multi-Class Classification | 8 8 1m03.2s LA - full weights - full hessian - ggn | 1 1 11.1s LA - full weights - full hessian - empfisher | 1 1 0.0s LA - last layer - full hessian - empfisher | 1 1 0.0s LA - last layer - full hessian - ggn | 1 1 0.0s LA - subnetwork - full hessian - ggn | 1 1 0.0s LA - subnetwork - full hessian - empfisher | 1 1 0.0s LA - full weights - kron - ggn | 1 1 0.0s LA - last layer - kron - ggn | 1 1 0.0s Regression | 3 3 0.2s LA - full weights - full hessian - ggn | 1 1 0.0s LA - last layer - full hessian - ggn | 1 1 0.0s LA - subnetwork - full hessian - ggn | 1 1 0.0s Kron | 6 6 4.8s KronDecomposed | 10 10 1m18.6s Interface | 12 12 11m43.9s RNG of the outermost testset: Xoshiro(0xf52fda76543386c4, 0x71a89d3014e70d67, 0xdf026da865323bec, 0x566726ca8c366568, 0x0207e5da6260a06d) ERROR: LoadError: Some tests did not pass: 131 passed, 1 failed, 11 errored, 0 broken. in expression starting at /home/pkgeval/.julia/packages/LaplaceRedux/1bSKz/test/runtests.jl:4 Testing failed after 2192.73s ERROR: LoadError: Package LaplaceRedux errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2674 [3] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/Operations.jl:2523 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:548 [5] kwcall(::@NamedTuple{julia_args::Cmd, io::IOContext{IO}}, ::typeof(Pkg.API.test), ctx::Pkg.Types.Context, pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:525 [6] test(pkgs::Vector{PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:172 [7] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkgs::Vector{PackageSpec}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:161 [8] test(pkgs::Vector{String}; kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:160 [9] test @ /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:160 [inlined] [10] kwcall(::@NamedTuple{julia_args::Cmd}, ::typeof(Pkg.API.test), pkg::String) @ Pkg.API /opt/julia/share/julia/stdlib/v1.13/Pkg/src/API.jl:159 [11] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 [12] include(mod::Module, _path::String) @ Base ./Base.jl:309 [13] exec_options(opts::Base.JLOptions) @ Base ./client.jl:344 [14] _start() @ Base ./client.jl:577 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 2303.57s: package tests unexpectedly errored