Package evaluation to test LaplaceRedux on Julia 1.13.0-DEV.1296 (e8025198af*) started at 2025-10-12T22:01:58.376 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 10.99s ################################################################################ # 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 8.24s ################################################################################ # 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 43.98s ################################################################################ # 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_9M2RpL/Project.toml` [4c88cf16] + Aqua v0.8.14 [336ed68f] + CSV v0.10.15 [a93c6f00] + DataFrames v1.8.0 [682c06a0] + JSON v1.1.0 [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_9M2RpL/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_9M2RpL/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 v1.1.0 [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_9M2RpL/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_idGdKBe3yt/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=1.0538145641340373, σ=0.4929984656001382 loss(exp.(logP₀), exp.(logσ)) = 204.70829450834665 Log likelihood: -119.36546398056483 Log det ratio: 119.17361816954175 Scatter: 51.512042886021895 [ Info: Iteration 20: P₀=1.0407937006808103, σ=0.6563366597042796 loss(exp.(logP₀), exp.(logσ)) = 201.11444488085212 Log likelihood: -115.78457760550245 Log det ratio: 119.78417107902948 Scatter: 50.87556347166988 [ Info: Iteration 30: P₀=1.0287942551221945, σ=0.5717434082520916 loss(exp.(logP₀), exp.(logσ)) = 199.98953318696488 Log likelihood: -114.6672259092247 Log det ratio: 120.35560205327047 Scatter: 50.289012502209864 [ Info: Iteration 40: P₀=1.022491932796405, σ=0.5996936799058209 loss(exp.(logP₀), exp.(logσ)) = 199.85070492270916 Log likelihood: -114.53064482046616 Log det ratio: 120.65917470853768 Scatter: 49.9809454959483 [ Info: Iteration 50: P₀=1.0196914637219996, σ=0.5899286537715838 loss(exp.(logP₀), exp.(logσ)) = 199.83014939394238 Log likelihood: -114.51070107673186 Log det ratio: 120.79484228419369 Scatter: 49.84405435022733 [ Info: Iteration 60: P₀=1.017477721569857, σ=0.5935664568214195 loss(exp.(logP₀), exp.(logσ)) = 199.82928828120384 Log likelihood: -114.5101537728496 Log det ratio: 120.90242571666101 Scatter: 49.735843300047485 [ Info: Iteration 70: P₀=1.014953579038496, σ=0.5902558773505315 loss(exp.(logP₀), exp.(logσ)) = 199.8292144208674 Log likelihood: -114.51025377201898 Log det ratio: 121.02546188581256 Scatter: 49.61245941188426 [ Info: Iteration 80: P₀=1.0131731436117937, σ=0.5938210251867819 loss(exp.(logP₀), exp.(logσ)) = 199.82943241305077 Log likelihood: -114.51047594934016 Log det ratio: 121.1124838804394 Scatter: 49.52542904698182 [ Info: Iteration 90: P₀=1.0132915676289211, σ=0.5902972131725412 loss(exp.(logP₀), exp.(logσ)) = 199.8291566079 Log likelihood: -114.51020291708468 Log det ratio: 121.10668959035104 Scatter: 49.53121779127956 [ Info: Iteration 100: P₀=1.0142304961856128, σ=0.5931337959941219 loss(exp.(logP₀), exp.(logσ)) = 199.82866050663108 Log likelihood: -114.50971340193149 Log det ratio: 121.06078017628987 Scatter: 49.57711403310932 [ Info: Updating machine(LaplaceRegressor(model = Chain(Dense(4 => 20, relu), Dense(20 => 20, relu), Dense(20 => 20, relu), Dense(20 => 1)), …), …). Epoch 100: Loss: 30.32552225804529 [ Info: Iteration 10: P₀=1.130901835219296, σ=0.41476464035082616 loss(exp.(logP₀), exp.(logσ)) = 256.60176203348465 Log likelihood: -92.6633196382945 Log det ratio: 253.52197978043733 Scatter: 74.35490500994298 [ Info: Iteration 20: P₀=1.252148317755582, σ=0.49287287367185145 loss(exp.(logP₀), exp.(logσ)) = 253.06004953217064 Log likelihood: -89.1588244908542 Log det ratio: 245.47579154730363 Scatter: 82.32665853532929 [ Info: Iteration 30: P₀=1.1961750291095263, σ=0.5212806685258367 loss(exp.(logP₀), exp.(logσ)) = 253.60845721829605 Log likelihood: -89.74811458491428 Log det ratio: 249.07417688307373 Scatter: 78.64650838368985 [ Info: Iteration 40: P₀=1.1813247210706315, σ=0.4591093891352262 loss(exp.(logP₀), exp.(logσ)) = 253.4102547496905 Log likelihood: -89.54453932517643 Log det ratio: 250.06130539196627 Scatter: 77.67012545706183 [ Info: Iteration 50: P₀=1.203710206882445, σ=0.5014845100362102 loss(exp.(logP₀), exp.(logσ)) = 253.12193713379799 Log likelihood: -89.26164666569085 Log det ratio: 248.57864721135877 Scatter: 79.14193372485552 [ Info: Iteration 60: P₀=1.207500919380964, σ=0.478538455429111 loss(exp.(logP₀), exp.(logσ)) = 253.0176650189615 Log likelihood: -89.1567304773941 Log det ratio: 248.33070234886185 Scatter: 79.39116673427294 [ Info: Iteration 70: P₀=1.2020474435416852, σ=0.48847261356132904 loss(exp.(logP₀), exp.(logσ)) = 252.99485732454377 Log likelihood: -89.13470827894403 Log det ratio: 248.68768827617052 Scatter: 79.03260981502895 [ Info: Iteration 80: P₀=1.1989986180807468, σ=0.48429695007391405 loss(exp.(logP₀), exp.(logσ)) = 252.99078486184436 Log likelihood: -89.13067050960761 Log det ratio: 248.888074066437 Scatter: 78.83215463803649 [ Info: Iteration 90: P₀=1.1986953929663204, σ=0.4860757502025747 loss(exp.(logP₀), exp.(logσ)) = 252.99022084452625 Log likelihood: -89.13009400300953 Log det ratio: 248.90803558933496 Scatter: 78.81221809369848 [ Info: Iteration 100: P₀=1.1992122350392962, σ=0.4850995784915662 loss(exp.(logP₀), exp.(logσ)) = 252.99009073147272 Log likelihood: -89.12998344346164 Log det ratio: 248.8740149800885 Scatter: 78.84619959593364 ┌ 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 34m59.8s Aqua.jl | 10 1 11 8m25.1s Unbound type parameters | 1 1 0.2s Undefined exports | 1 1 0.0s Compare Project.toml and test/Project.toml | 1 1 0.5s Stale dependencies | 1 1 2m50.6s Compat bounds | 4 4 0.7s Piracy | 1 1 0.3s Persistent tasks | 1 1 2m13.5s Data | 18 18 8.3s Curvature | 0 3.8s Laplace | 51 51 10m36.2s Calibration Plots | 24 24 40.2s PyTorch Comparisons | 11 11 1m26.6s Pytorch Hessian Comparisons | 11 11 1m06.0s Multi-Class Classification | 8 8 1m05.7s LA - full weights - full hessian - ggn | 1 1 11.5s 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 5.1s KronDecomposed | 10 10 1m24.7s Interface | 12 12 12m00.4s RNG of the outermost testset: Xoshiro(0xcbd41d8225ec331d, 0x755b17de55462e31, 0xbdb1466c07addcc4, 0x0ff317d2606ebc87, 0x50016bf9ef2b3535) 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 2341.42s 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 2445.4s: package tests unexpectedly errored